stock_prediction, 2021, ai_trading, Stock price prediction using time series, econometric, machine learning, and deep learning models,  model for stock price prediction. According to the  stock values. This paper demonstrates a set of time series, econometric, and various learning-based models for stock price prediction. , https://ieeexplore.ieee.org/abstract/document/9641610/


stock_prediction, 2021, ai_trading, Stock price prediction based on morphological similarity clustering and hierarchical temporal memory,  Moreover, an promising stock prediction model has been  the stock price prediction task is attractive to researchers, it is still considered to be a challenging problem because the stock , https://ieeexplore.ieee.org/abstract/document/9420698/


stock_prediction, 2021, ai_trading, Robust portfolio design and stock price prediction using an optimized LSTM model,  stock price prediction. Among the proposed methods in the literature for stock price prediction,  the future prices of stocks, estimation of the expected returns of a stock from its historical , https://ieeexplore.ieee.org/abstract/document/9691583/


stock_prediction, 2021, ai_trading, FEB-stacking and FEB-DNN models for stock trend prediction: a performance analysis for pre and post covid-19 periods,  : In this paper, stock price prediction is perceived as a binary  as a consequence, precise prediction of stock price trend has  together to perform stock trend prediction during normal and , http://dmame-journal.org/index.php/dmame/article/view/163


stock_prediction, 2021, ai_trading, Stock market prediction with gaussian naïve bayes machine learning algorithm,  prediction of the stock market reduces investment risk in the market. Different approaches have been used to predict the stock  ML algorithm to predict stock price movement has not , https://www.informatica.si/index.php/informatica/article/view/3407


stock_prediction, 2021, ai_trading, Stock trend prediction using candlestick charting and ensemble machine learning techniques with a novelty feature engineering scheme,  framework for daily stock pattern prediction, combining traditional  stock data to predict the direction of the closing price. This framework can give a suitable machine learning prediction , https://ieeexplore.ieee.org/abstract/document/9481924/


algorithmic_trading, 2023, ai_trading, Algorithmic Trading: An Overview and Evaluation of Its Impact on Financial Markets,  Algorithmic trading strategies ensure a system  trading instruments, and detect trading opportunities. This study aims at analyzing and explaining the phenomenon of Algorithmic Trading , http://dspace.unive.it/handle/10579/23509


algorithmic_trading, 2023, ai_trading, Algorithmic trading, price efficiency and welfare: An experimental approach,  of algorithmic trading on the welfare of human traders, we compute the variable Small Trader Welfare, which is the sum of payoffs of all traders except the large trader. These small , https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4419304


algorithmic_trading, 2023, ai_trading, Competitive advantage in algorithmic trading: a behavioral innovation economics approach,  This paper investigates the strategic behavior of algorithmic trading firms from an innovation economics perspective. The authors seek to uncover the sources of competitive advantage , https://www.emerald.com/insight/content/doi/10.1108/RBF-06-2021-0119/full/html


algorithmic_trading, 2023, ai_trading, A mean-VaR based deep reinforcement learning framework for practical algorithmic trading,  ALGORITHMIC trading, which has been widely used in the  , and hedge funds usually use algorithmic trading to find the most  Algorithmic trading has a far-reaching effect on the overall , https://ieeexplore.ieee.org/abstract/document/10076454/


algorithmic_trading, 2023, ai_trading, Does Algorithmic Trading Attenuate Asset Price Bubbles: An Experiment, None, None


algorithmic_trading, 2023, ai_trading, Algorithmic trading system based on technical indicators in artificial intelligence: A review,  trading using technical indicator” and “Algorithmic trading  to the automated trading and algorithmic trading, and using TIs in AI To summarize any types of automated trading using TIs 17 , https://pubs.aip.org/aip/acp/article-abstract/2484/1/060003/2879570


algorithmic_trading, 2023, ai_trading, Cryptocurrency algorithmic trading with price forecasting analysis using PowerBI,  profitable trading opportunities, algorithmic trading increases market fluidity and increases trading  market revolution by developing an algorithmic trading bot that will exchange client , https://www.ajol.info/index.php/ijest/article/view/262116


algorithmic_trading, 2023, ai_trading, ATMS: Algorithmic Trading-Guided Market Simulation,  downstream task of market simulation — algorithmic trading — to develop a market distance  potential applicability to real-world algorithmic trading strategy construction and testing. An , https://arxiv.org/abs/2309.01784


algorithmic_trading, 2023, ai_trading, Algorithmic Trading and Retail Traders' Struggles on the Forex Trading Platform,  the significance of algorithmic trading,2 particularly high-speed algorithms such as high-frequency trading (HFT),3 which outperform human traders in terms of trading speed and profit , https://so03.tci-thaijo.org/index.php/mekongjournal/article/view/257411


algorithmic_trading, 2023, ai_trading, Algorithmic trading using combinational rule vector and deep reinforcement learning,  trading rules are not sufficient to make a trading decision. In this paper, we propose a new algorithmic trading  two popular trading rules: moving average (MA) and trading range break-, https://www.sciencedirect.com/science/article/pii/S1568494623008207


algorithmic_trading, 2023, ai_trading, Algorithm trading and its application in stock broking services,  markets [4] are combined in algorithmic trading to carry out trades at precise moments.  utilize algorithmic trading to reduce trading expenses. Research indicates that algorithmic trading , https://www.e3s-conferences.org/articles/e3sconf/abs/2023/13/e3sconf_ersme2023_05002/e3sconf_ersme2023_05002.html


algorithmic_trading, 2023, ai_trading, FINDING WINNING STRATEGIES IN ALGORITHMIC TRADING USING REINFORCEMENT LEARNING,  within the algorithmic trading field, this project finds it suitable to develop an agent based on this algorithm and examine its performance relative to other algorithms and the market. , https://wp.cs.hku.hk/2022/fyp22049/wp-content/uploads/sites/51/2023/05/Final-report-FYP-3035663461.pdf


algorithmic_trading, 2023, ai_trading, Insights into UK investment firms' efforts to comply with MiFID II RTS 6 that governs the conduct of algorithmic trading,  The paper proposes the introduction of mandatory algorithmic trading qualification  improve coordination between market participants that deploy algorithmic trading systems. , https://www.emerald.com/insight/content/doi/10.1108/JFRC-12-2022-0144/full/html


algorithmic_trading, 2023, ai_trading, Algorithmic trading and corporate investments,  Using the Tick Size Pilot experiment as an exogenous shock to algorithmic trading (AT), we document that a reduction in AT has a negative causal effect on corporate investments. This , https://ktisis.cut.ac.cy/handle/20.500.14279/31797


algorithmic_trading, 2023, ai_trading, Enhanced Strongly typed Genetic Programming for Algorithmic Trading,  Algorithmic trading is the execution of orders using pre-programmed trading strategies to  The topic of algorithmic trading is popular amongst researchers, too, who use Machine , https://dl.acm.org/doi/abs/10.1145/3583131.3590359


algorithmic_trading, 2023, ai_trading, Sentiment Analysis In Algorithmic Trading,  Further, we shall discuss the relationship between sentiment analysis and algorithmic trading.  From forecasting market swings based on Twitter mood to the ethical concerns of algorithmic , https://www.researchgate.net/profile/Arya-Brijith/publication/375595713_Sentiment_analysis_in_Algorithmic_trading/links/6551975cce88b87031e20225/Sentiment-analysis-in-Algorithmic-trading.pdf


algorithmic_trading, 2023, ai_trading, Data Extraction, Transformation, and Loading Process Automation for Algorithmic Trading Machine Learning Modelling and Performance Optimization,  First, this paper analyzes existing works related to Algorithmic Trading data collection and  improvement in the domain of Algorithmic Trading Machine Learning Modelling. The following , https://arxiv.org/abs/2312.12774


algorithmic_trading, 2023, ai_trading, Data Cross-Segmentation for Improved Generalization in Reinforcement Learning Based Algorithmic Trading,  in algorithmic trading systems is  trading attempts to learn a policy that maximizes returns. This section highlights the contributions of previous work on applying RL to algorithmic trading, https://arxiv.org/abs/2307.09377


algorithmic_trading, 2023, ai_trading, Designing and Evaluating Trading Strategies Based on Algorithmic Trading in Iran's Capital Market,  This strategy can be implemented in various ways and using different trading tools. In this  popular strategies in algorithmic trading and provide an overview of algorithmic trading, its , https://amfa.arak.iau.ir/article_689749.html


algorithmic_trading, 2023, ai_trading, Does floor trading matter?,  ABSTRACT While algorithmic trading now dominates financial markets, some exchanges continue to use human floor traders. On March 23, 2020 the NYSE suspended floor trading , https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3609007


algorithmic_trading, 2023, ai_trading, Advancing Algorithmic Trading: A Multi-Technique Enhancement of Deep Q-Network Models,  of algorithmic trading [1] has revolutionized market operations, particularly due to the integration of high-frequency trading  models adept at forging successful trading strategies. In this , https://arxiv.org/abs/2311.05743


algorithmic_trading, 2023, ai_trading, Fundamental, Technical and Sentiment Analysis for Algorithmic Trading with Genetic Programming,  Abstract— Algorithmic trading is a topic with major developments  This has led to great financial advantages with algorithms  into related studies on algorithmic trading, using indicators , https://ieeexplore.ieee.org/abstract/document/10372070/


algorithmic_trading, 2023, ai_trading, Algorithmic trading with machine learning,  learning algorithms to better adapt to algorithmic trading. The  tailored to firms’ individual trading objectives, which allow  rule-based trading strategies for both directional traders and , https://tobias-lib.ub.uni-tuebingen.de/xmlui/handle/10900/144362


algorithmic_trading, 2023, ai_trading, Sizing Strategies for Algorithmic Trading in Volatile Markets: A Study of Backtesting and Risk Mitigation Analysis,  Backtest is a way of financial risk evaluation which helps to analyze how our trading  for algorithmic traders. The paper investigates different models of sizing in financial trading and , https://arxiv.org/abs/2309.09094


algorithmic_trading, 2023, ai_trading, Uncovering the Potential of Deep Learning in Algorithmic Trading: Deep reinforcement learning stock market trading, utilizing a CNN with candlestick images, Our study found that a specific form of technical analysis in combination with deep learning cannot be utilized to outperform the market. According to the research paper titled Deep , http://essay.utwente.nl/95077/


algorithmic_trading, 2023, ai_trading, A Survey on Machine Learning Algorithms for Risk-Controlled Algorithmic Trading,  algorithms have emerged as powerful tools for risk control in algorithmic trading, enabling traders to analyze vast amounts of market data, detect patterns, and make informed trading , https://www.academia.edu/download/104983274/11296.pdf


algorithmic_trading, 2023, ai_trading, Ensembled LSTM with Walk Forward Optimization in Algorithmic Trading,  for evaluating the performance of trading algorithms. Testing the algorithms on the S&P 500  often overlooked in scientific papers about algorithmic trading and investing, which highly , https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4516294


algorithmic_trading, 2023, ai_trading, Algo Trading–A New Paradigm in The Stock Trading,  ALGO TRADING Algo trading gained immense popularity in the online landscape. The mathematical algorithms  The mathematical algorithms identify the opportunities for liquidity and , https://ieeexplore.ieee.org/abstract/document/10149864/


algorithmic_trading, 2023, ai_trading, AN ARTIFICIAL NEURAL NETWORK APPROACH TO ALGORITHMIC TRADING,  for use in trading algorithms. Given historical returns,  trading algorithm that computes daily portfolio values. The performance of these models is then benchmarked against naive trading , https://lup.lub.lu.se/luur/download?func=downloadFile&recordOId=9113439&fileOId=9113440


algorithmic_trading, 2023, ai_trading, RETRACTED: Machine learning-based probabilistic profitable model in algorithmic trading, The Editor-in-Chief and the publisher have retracted this article. An investigation uncovered evidence of compromised peer review and determined the paper to be out of the scope of , https://www.spiedigitallibrary.org/journals/journal-of-electronic-imaging/volume-32/issue-1/013039/Machine-learning-based-probabilistic-profitable-model-in-algorithmic-trading/10.1117/1.JEI.32.1.013039.short


algorithmic_trading, 2023, ai_trading, Navigating Black Swan Events in Algorithmic Trading: A Reinforcement Learning Perspective,  , with algorithmic trading  algorithms to trading, their performance during black swan events remains uncertain. This study aims to investigate the application of RL algorithms to trading , https://ebooks.iospress.nl/doi/10.3233/FAIA230667


algorithmic_trading, 2023, ai_trading, Reinforcement Learning for Stochastic Control and Games in Algorithmic Trading,  Algorithmic trading strategies, while all attempt to maximize  We will not be focusing on this facet of algorithmic trading in this  Statistical Arbitrage algorithms attempt to profit by trading on , https://search.proquest.com/openview/6f9fc0f1865bedb6ad362a6d77dd8542/1?pq-origsite=gscholar&cbl=18750&diss=y


algorithmic_trading, 2023, ai_trading, ALGORITHMIC TRADING: IN-DEPTH REVIEW OF THE LITERATURE,  algorithmic traders have on liquidity in the limit order market, the result of the research shows that proprietary algorithmic traders  are volatile, algorithmic traders leave the market and , https://www.seruvenyayinevi.com/Webkontrol/uploads/Fck/economiekim2023_1.pdf#page=89


algorithmic_trading, 2023, ai_trading, Statistical Arbitrage and Algorithmic Trading,  reinforcement learning to pairs trading and develop a trend-based trading strategy which is  model, three pairs trading strategies and parametric bootstrap algorithms for simulation and , https://search.proquest.com/openview/8eac016b5f00caafd2005e36647aef37/1?pq-origsite=gscholar&cbl=18750&diss=y


algorithmic_trading, 2023, ai_trading, Ai-powered trading, algorithmic collusion, and price efficiency,  Algorithmic trading has revolutionized the trading landscape and significantly influenced the functioning of capital markets. Utilizing algorithms, traders are  the execution of trades and , https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4452704


algorithmic_trading, 2023, ai_trading, Reinforcement learning for quantitative trading,  In this subsection, we will present a review of most RL-based algorithmic trading papers  93] made the irst attempt to apply RL in algorithmic trading. In this paper, an agent is trained with , https://dl.acm.org/doi/abs/10.1145/3582560


algorithmic_trading, 2023, ai_trading, Machine Learning Methods in Algorithmic Trading: An Experimental Evaluation of Supervised Learning Techniques for Stock Price,  Through a series of practical tests, we will apply these algorithms to historical data,  The algorithms at the core of this research proposal are not just tools; they are digital guides , https://www.academia.edu/download/108547664/pdf.pdf


algorithmic_trading, 2023, ai_trading, Genetic Algorithm Based Approach for Algorithmic Trading in Financial Markets,  conditions is called algorithmic trading. When developing algorithmic trading robots, indicators  such as the number of successful/unsuccessful trades, the portfolio cash value after the , https://dergipark.org.tr/en/pub/ijiea/issue/81994/1176888


algorithmic_trading, 2023, ai_trading, Trading on Autopilot: The Rise of Algorithmic Trading,  an overview of algorithmic trading, its history,  of algorithms used in trading, the role of artificial intelligence and machine learning in algorithmic trading, the impact of algorithmic trading , https://www.researchgate.net/profile/Venkata-Srihith-Indla/publication/370658548_Trading_on_Autopilot_The_Rise_of_Algorithmic_Trading/links/645c854df43b8a29ba42d7d6/Trading-on-Autopilot-The-Rise-of-Algorithmic-Trading.pdf


algorithmic_trading, 2023, ai_trading, The effect of algorithmic trading on the liquidity of investors' shares Iranian stock exchange market,  need for new, fast and smart trading methods is inevitable. In this research, an attempt has been made to investigate the effect of using the algorithmic trading method on the liquidity of , http://www.jik-ifea.ir/article_21887_en.html?lang=en


algorithmic_trading, 2023, ai_trading, Heterogeneous trading strategy ensembling for intraday trading algorithms,  This section contains a brief review of the literature on algorithmic trading, risk management, and multiplecriteria decision-making. First, a brief overview is provided in Section 2.1 of , https://journals.co.za/doi/abs/10.7166/34-3-2951


algorithmic_trading, 2023, ai_trading, Optimizing Performance of Algorithmic Trading using Heikin-Ashi and Awesome Oscillator Techniques,  In this section, we are presenting trading results that were obtained by our Algorithmic Trading Bot. The results presented in the Table 1. were obtained over the period of 4 Months. , https://www.researchgate.net/profile/Jagruti-Raut/publication/371566072_Optimizing_Performance_of_Algorithmic_Trading_using_Heikin-Ashi_and_Awesome_Oscillator_Techniques/links/6489f702712bd8296223275f/Optimizing-Performance-of-Algorithmic-Trading-using-Heikin-Ashi-and-Awesome-Oscillator-Techniques.pdf


algorithmic_trading, 2023, ai_trading, Chaotic Transformers for Deep Reinforcement Learning in Algorithmic Trading,  The paper proposes a novel approach to Algorithmic trading by integrating three powerful  While DRL has been used in several works on Algorithmic trading, the use of transformers in , https://openreview.net/forum?id=H2mbtfasD4K


algorithmic_trading, 2023, ai_trading, Algorithmic Trading and Cryptocurrency Markets: Unraveling the Complexities,  for algorithmic traders. This article investigates the interplay between algorithmic trading and  a comprehensive examination of the complexities inherent in trading cryptocurrencies. , https://www.researchgate.net/profile/Saqib-Luqman/publication/376612346_Algorithmic_Trading_and_Cryptocurrency_Markets_Unraveling_the_Complexities/links/6580868188b8fe50be7d47c6/Algorithmic-Trading-and-Cryptocurrency-Markets-Unraveling-the-Complexities.pdf


ai_regulation_compliance, 2021, ai_trading, The Role of the Compliance Function in the Financial Sector in the Age of Digitalisation, Artificial Intelligence and Robotisation,  In order to manage the changed risk profile, in addition to an efficient regulatory environment, we need an efficient compliance and internal audit programme. An appropriate and , https://real.mtak.hu/124048/1/fer-20-1-e2-harkacsi-szegfu.pdf


ai_regulation_compliance, 2021, ai_trading, Artificial intelligence regulation: a framework for governance,  framework for regulating Artificial Intelligence (AI) that  of the literature on Artificial Intelligence Regulation (AIR) published  to whether AI projects/products comply with the law, AI project, https://link.springer.com/article/10.1007/s10676-021-09593-z


ai_regulation_compliance, 2021, ai_trading, Machines learn that Brussels writes the rules: The EU's new AI regulation,  The proposal would require providers and users of high-risk AI systems to comply with rules on data and data governance; documentation and record-keeping; transparency and , https://ai-regulation.com/wp-content/uploads/2021/04/Machines-learn-tht-Bssl-write-the-rules.pdf


ai_regulation_compliance, 2021, ai_trading, From a 'race to AI'to a 'race to AI regulation': regulatory competition for artificial intelligence,  This uncertainty is even more problematic where governments instead aim to adopt measures imposing obligations upon those developing or deploying AI, especially if non-compliance , https://www.tandfonline.com/doi/abs/10.1080/17579961.2021.1898300


ai_regulation_compliance, 2021, ai_trading, Experimental regulations for AI: sandboxes for morals and mores,  compliance, or customizing enforcement. Despite the burgeoning literature  regulatory sandboxes and the regulation of AI, the legal, methodological, and ethical challenges of regulatory , https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3839744


ai_regulation_compliance, 2021, ai_trading, The Role of the Compliance Function in the Financial Sector in the Age of Digitalisation, Artificial Intelligence and Robotisation,  In order to manage the changed risk profile, in addition to an efficient regulatory environment, we need an efficient compliance and internal audit programme. An appropriate and , http://epa.niif.hu/02700/02758/00027/pdf/EPA02758_financial_economic_review_2021_1.pdf#page=154


ai_regulation_compliance, 2021, ai_trading, Guidelines for artificial intelligence-driven enterprise compliance management systems,  in which this paper is positioned, is the social/function one, It is such regulation that shapes the need for compliance management systems, and not just industry-focused , https://napier-repository.worktribe.com/output/2850798


ai_regulation_compliance, 2021, ai_trading, The AI Regulation: entering an AI regulatory winter?,  the application and implementation of the Regulation and lay down rules on penalties. Non-compliance with the rules related to prohibited AI practices or data and data governance will , https://api.secoiadeal.eu/media/2021_07-etui-the-ai-regulation-entering-an-ai-regulatory-winter_aida-ponce_hfp6YZK.pdf


ai_regulation_compliance, 2021, ai_trading, The EU AI Act: a summary of its significance and scope,  those interested in global AI regulation and unfamiliar with the EU AI Act with a description  above, as well as to comply with a number of other tasks including registering AI systems on a , https://www.adalovelaceinstitute.org/wp-content/uploads/2022/04/Expert-explainer-The-EU-AI-Act-11-April-2022.pdf


ai_regulation_compliance, 2021, ai_trading, Ethics and regulation of artificial intelligence,  their regulatory systems, policies or other legal instruments regarding AI? Our regulatory systems have attempted to keep abreast of new technologies by recalibrating and adapting our , https://link.springer.com/chapter/10.1007/978-3-030-80847-1_1


ai_regulation_compliance, 2021, ai_trading, Environmental compliance through regulation technology,  closer to artificial intelligence.Leaders such  artificial intelligence goes too far.This article proposes however, that even though RegTech is seeing more integration of artificial intelligence, https://scholarworks.arcadia.edu/agsjournal/vol6/iss1/4/


ai_regulation_compliance, 2021, ai_trading, Risk-driven compliance assurance for collaborative ai systems: A vision paper,  Collaborative AI systems aim at working together with humans in a shared space. Building  , which comply with quality requirements, domain specific standards and regulations is a , https://link.springer.com/chapter/10.1007/978-3-030-73128-1_9


ai_regulation_compliance, 2021, ai_trading, Governing AI safety through independent audits,  outlines a regulatory  compliance to achieve a successful audit. The internal risk controls and audit process can drive adherence to local laws by lowering risk with affirmed compliance , https://www.nature.com/articles/s42256-021-00370-7


ai_regulation_compliance, 2021, ai_trading, What costs should we expect from the EU's AI Act?,  While the heart of the EU’s regulatory proposal is in safeguarding people against AI risks to  worst case, multiply the total compliance and verification costs of an AI system by 50-100X. , https://osf.io/preprints/socarxiv/8nzb4/


ai_regulation_compliance, 2021, ai_trading, Models of Law and Regulation for AI, This chapter discusses models of law and regulation of artificial intelligence. The goal is to provide the reader with a map of the law and regulation initiatives towards AI. The emergent , https://www.taylorfrancis.com/chapters/edit/10.4324/9780429198533-15/models-law-regulation-ai-nicolas-petit-jerome-de-cooman


ai_regulation_compliance, 2021, ai_trading, A comprehensive review of AI applications in Automated Container Orchestration, Predictive maintenance, security and compliance, resource optimization, and …,  algorithms can help organizations to enforce security policies, identify and mitigate security threats, and ensure that they are in compliance with industry standards and regulations. This , https://research.tensorgate.org/index.php/IJIAC/article/view/1


ai_regulation_compliance, 2021, ai_trading, Artificial intelligence act,  regulatory framework on artificial intelligence (AI) in April 2021. The draft AI act is the first ever attempt to enact a horizontal regulation  recall AI systems that do not comply with the AI act, , https://superintelligenz.eu/wp-content/uploads/2023/07/EPRS_BRI2021698792_EN.pdf


ai_regulation_compliance, 2021, ai_trading, … role of the risk-based approach in the General data protection Regulation and in the European Commission's proposed Artificial Intelligence Act. Business as …,  17(a), which states that quality management systems should include a ‘strategy for regulatory compliance’. In most cases the conformity assessment will consist in a self-assessment of , https://repository.ubn.ru.nl/bitstream/handle/2066/241998/241998.pdf


ai_regulation_compliance, 2021, ai_trading, Regulating artificial intelligence: a technology regulator's perspective,  regulatory framework. To the best of our knowledge, this work presents the first national AI technology assurance legal and regulatory  mandating compliance and certification of all AI , https://dl.acm.org/doi/abs/10.1145/3462757.3466093


ai_regulation_compliance, 2021, ai_trading, Regulating artificial intelligence in finance: Putting the human in the loop,  and regulatory challenges concerning financial services AI  effective regulatory approaches to addressing the role of AI in  way that optimises cost savings over regulatory compliance. , https://search.informit.org/doi/abs/10.3316/informit.676004215873948


ai_regulation_compliance, 2021, ai_trading, Artificial intelligence between transparency and secrecy: from the EC whitepaper to the AIA and beyond,  of artificial intelligence (AI) while mitigating the risks posed by the technology.In particular, there have been warnings that AI can circumvent laws and regulations  the compliance of AI , https://www.ejlt.org/index.php/ejlt/article/view/754


ai_regulation_compliance, 2021, ai_trading, Insuring AI: The role of insurance in artificial intelligence regulation,  in AI liability with insights from insurance literature, this Article aims to change the way researchers and policymakers approach AI regulation. Insurance has the power to better handle AI, https://heinonline.org/hol-cgi-bin/get_pdf.cgi?handle=hein.journals/hjlt35&section=15


ai_regulation_compliance, 2021, ai_trading, The sanction of authority: Promoting public trust in AI,  in AI. We argue that public distrust of AI originates from the underdevelopment of a regulatory  documentation is informed by emerging guidelines for trustworthy AI, but compliance with , https://dl.acm.org/doi/abs/10.1145/3442188.3445890


ai_regulation_compliance, 2021, ai_trading, Artificial intelligence and healthcare regulatory and legal concerns,  It is universally accepted that regulations and the law  AI is deployed in healthcare. Ever-changing, futuristic, user friendly, uncomplicated regulatory requirements promoting , https://telehealthandmedicinetoday.com/index.php/journal/article/view/252


ai_regulation_compliance, 2021, ai_trading, From Ethical AI Principles to Governed AI.,  of ethical artificial intelligence (AI) into  AI are translated into organizational practices. For IS practice, we provide organizations deploying AI with novel insights on how to govern their AI , https://www.researchgate.net/profile/Matti-Maentymaeki/publication/358234837_From_Ethical_AI_Principles_to_Governed_AI/links/61f7afb6007fb50447291b39/From-Ethical-AI-Principles-to-Governed-AI.pdf?_sg%5B0%5D=C_oRN1JCONHvgr8nQy1Hcn3wlacL2SrR00go7EOqCWX-7Q6oAH7ATv1pHWd8rM2kSUVd4s0XpBRVeF2-rUOWEA.gbq9MsUyluRvN19SJ8omy8COXqMsz-_jBmclmGzbZHEmqAhiXVyjngRZXOjaqIfHcKLZv_WErxlj3XpAiS0tXw&_sg%5B1%5D=P4uHOyae1kv0-41q-Kybf220HxxkupWzyNipsY4UyNebtxtuQzi94nbyGtpjPhRSwURTRnWhKpZ1DttkA8VBOdww-yJWQOuhwO_AYy_2k_Nl.gbq9MsUyluRvN19SJ8omy8COXqMsz-_jBmclmGzbZHEmqAhiXVyjngRZXOjaqIfHcKLZv_WErxlj3XpAiS0tXw&_iepl=


ai_regulation_compliance, 2021, ai_trading, How the EU can achieve legally trustworthy AI: a response to the European Commission's proposal for an Artificial Intelligence Act,  The three pillars of Legally Trustworthy AI in turn require that the regulation of AI: (1)  under the first component of Trustworthy AI (lawful AI), which safeguards compliance with the law. , https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3899991


ai_regulation_compliance, 2021, ai_trading, AI-enabled automation for completeness checking of privacy policies,  of personal data processing set out in the regulation, and to regularly review their measures AI-based approach for Compliance checking of privacy policies using Artificial Intelligence , https://ieeexplore.ieee.org/abstract/document/9599471/


ai_regulation_compliance, 2021, ai_trading, Towards automated GDPR compliance checking,  Footnote 2 , have identified three components which should be part of trustworthy AI  and regulations require a human for their interpretation and for decision making. The number of AI , https://link.springer.com/chapter/10.1007/978-3-030-73959-1_1


ai_regulation_compliance, 2021, ai_trading, Strategies, policies, and standards in the EU towards a roadmap for robust and trustworthy AI certification,  We argue that Europe currently needs AI regulation, standardization, and compliance with  must be achieved between rigid regulation rules and defined “red lines” for AI applications (un, https://it4sec.org/system/files/5030_robust_and_trustworthy_ai_certification.pdf


ai_regulation_compliance, 2021, ai_trading, Explainable artificial intelligence for autonomous driving: A comprehensive overview and field guide for future research directions,  In our approach, we suggest that regulatory compliance testing systems can be more flexible when they are considered as asking for explanations of intended behavior by an eeC. If a , https://arxiv.org/abs/2112.11561


ai_regulation_compliance, 2021, ai_trading, A compliance mechanism for planning in privacy domain using policies,  We also need to represent GDPR regulatory norms, in order to support compliance checking. To do so, we chose to use the SPECIAL policy language which offers a unified , https://link.springer.com/chapter/10.1007/978-3-031-36190-6_6


ai_regulation_compliance, 2021, ai_trading, Humans' assessment of robots as moral regulators: Importance of perceived fairness and legitimacy,  While this moral regulatory process has remained under the  People’s acceptance of and compliance with an AI’s de In the current paper, we suggested that the AIHRI research , https://arxiv.org/abs/2110.04729


ai_regulation_compliance, 2021, ai_trading, Towards accountability in the use of artificial intelligence for public administrations,  We analyze the regulatory content of 16 guideline documents about the use of AI in the public sector, by mapping their requirements to those of our philosophical account of , https://dl.acm.org/doi/abs/10.1145/3461702.3462631


ai_regulation_compliance, 2021, ai_trading, Introduction-AI in the economic sector: prevetion and responsability,  TB / L O’B , «Articial intelligence for regulatory compliance: Are we there yet?», Journal of  of data becomes more targeted and focused through AI we are “able to accurately know in , https://estudogeral.uc.pt/handle/10316/99233


ai_regulation_compliance, 2021, ai_trading, The Future of AI Accountability in the Financial Markets,  10 Financial firms have adopted Al to assist with regulatory compliance by improving  In short, AI is rapidly changing the operation and, importantly, the regulation of the financial markets, https://heinonline.org/hol-cgi-bin/get_pdf.cgi?handle=hein.journals/vanep24&section=14


ai_regulation_compliance, 2021, ai_trading, EU artificial intelligence act: the European approach to AI, None, None


ai_regulation_compliance, 2021, ai_trading, Demystifying the Draft EU Artificial Intelligence Act—Analysing the good, the bad, and the unclear elements of the proposed approach,  for a Regulation concerning artificial intelligence (AI), – the AI Act, for short.This Draft AI Act seeks  Harmonised standards often function as a necessary point of reference for compliance , https://www.degruyter.com/document/doi/10.9785/cri-2021-220402/html


ai_regulation_compliance, 2021, ai_trading, Regulating artificial intelligence: binary ethics and the law,  AI regulation in the context of the emerging risks and accountabilities. Considering varying regulatory  Weaknesses of compliance assessment 89 4.7 Relations between law and ethics , https://www.taylorfrancis.com/books/mono/10.4324/9781003134725/regulating-artificial-intelligence-dominika-harasimiuk-tomasz-braun


ai_regulation_compliance, 2021, ai_trading, Can artificial intelligence, RegTech and CharityTech provide effective solutions for anti-money laundering and counter-terror financing initiatives in charitable …,  to explore the solutions that AI, RegTech and  AI from an information perspective, but a wide gap exists between the current paper-based regulatory compliance and any future use of AI, https://www.emerald.com/insight/content/doi/10.1108/JMLC-09-2020-0100/full/html


ai_regulation_compliance, 2021, ai_trading, AI Verification,  compliance by discouraging or detecting the illicit use of AI by a system or illicit AI control  to jumpstart the regulatory conversation by proposing mechanisms of AI verification to support , https://securitypolicylaw.syr.edu/wp-content/uploads/2021/02/Mittelstaedt_AI_Verification_2021.pdf


ai_regulation_compliance, 2021, ai_trading, Towards assisted autonomy for supply chain compliance management,  efficiency in transactions, improve transparency and regulatory compliance. It was signed by a  emerging technologies such as blockchain and AI to support regulators to make informed , https://ieeexplore.ieee.org/abstract/document/9750225/


ai_regulation_compliance, 2021, ai_trading, Ensuring Data Quality and Consistency in AI Systems through Kafka-Based Data Governance,  can not only enhance the reliability of AI insights but also streamline decision-making processes, minimize operational costs, and bolster regulatory compliance efforts. The assurance of , https://www.eduzonejournal.com/index.php/eiprmj/article/view/489


ai_regulation_compliance, 2021, ai_trading, The EU proposal for regulating AI: Foreseeable impact on medical robotics,  Of necessity, the law will have to be interpreted in the direction of AI providers making a reasonable effort to comply. Providers can be expected to incorporate the latest techniques up to , https://ieeexplore.ieee.org/abstract/document/9659429/


ai_regulation_compliance, 2021, ai_trading, The Current State of AI Governance–An EU Perspective,  If companies want to build and use AI solutions in the EU, they must comply with EU regulations, and, in many cases, the changes to their business processes may well permeate , https://www.researchgate.net/profile/Keegan-Mcbride/publication/351050287_Transnational_digital_governance_and_its_impact_on_artificial_intelligence/links/60814d28881fa114b41c059c/Transnational-digital-governance-and-its-impact-on-artificial-intelligence.pdf


ai_regulation_compliance, 2021, ai_trading, AI Governance Framework for Oncology: Ethical, Legal, and Practical Considerations,  needs and preferences in ai development and application. The framework emphasizes legal and regulatory compliance. It ensures ai applications comply with existing healthcare and , https://vectoral.org/index.php/QJCTH/article/view/76


ai_regulation_compliance, 2021, ai_trading, Intelligent Compliance,  with all the demands imposed on them (regulatory compliance), became imperative. To this  banking compliance will follow. Lastly, I will reflect on the risks and challenges posed by AI , https://estudogeral.uc.pt/handle/10316/99234


ai_regulation_compliance, 2021, ai_trading, The EC's Proposal for Regulation of AI: Evaluation against a Consolidated Set of 50 Principles,  system centred on a well-defined riskbased regulatory  Compliance with human rights and data protection laws, and  is depicted as a "regulatory approach to AI that is limited to the , http://www.rogerclarke.com/DV/AIP-EC21.pdf


ai_regulation_compliance, 2021, ai_trading, Can machine learning, as a RegTech compliance tool, lighten the regulatory burden for charitable organisations in the United Kingdom?,  that could enhance regulatory compliance and  AI from an information perspective, but a wide gap exists between the current paper-based regulatory compliance and any future use of AI, https://www.emerald.com/insight/content/doi/10.1108/JFC-06-2021-0131/full/ww.legislation.gov.uk/ukpga/2011/25


ai_regulation_compliance, 2021, ai_trading, AI Regulation in the European Union and Trade Law: How Can Accountability of AI and a High Level of Consumer Protection Prevail over a Trade Discipline on …,  In light of the challenges, as outlined above, to ensure that developers and providers of AI technology comply with domestic laws, the quest for transparency is strongly justified. The , https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3786567


ai_regulation_compliance, 2021, ai_trading, Prospects of legal regulation of relations in the field of artificial intelligence use,  in the healthcare industry using artificial intelligence. It is artificial intelligence (AI) that has many  Attention is paid to the use of artificial intelligence in the educational, scientific, and , https://library.kr.ua/wp-content/elib/periodyka/visnnapnu/VNAPNU1-2021.pdf#page=158


ai_regulation_compliance, 2021, ai_trading, The ghost of AI governance past, present and future: AI governance in the European Union,  Commission proposal for a horizontal AI regulation and the accompanying policy measures in  Both of these types of high-risk AI systems need to comply with a number of requirements , https://arxiv.org/abs/2107.14099


ai_regulation_compliance, 2021, ai_trading, Artificial intelligence, human rights, democracy, and the rule of law: a primer,  law relating to AI or greater centralised regulation of AI. Many  ethical AI have argued strongly in favour of self-regulation.  of an AI system that are subject to compliance (eg features of , https://arxiv.org/abs/2104.04147


ai_regulation_compliance, 2021, ai_trading, AI-driven migration management procedures: fundamental rights issues and regulatory answers,  regulation for the use of technological tools in the migration context. The goal is to understand if the use of Artificial Intelligence  algorithms fundamental rights compliant, regardless of , https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3877083


ai_regulation_compliance, 2021, ai_trading, The role of artificial intelligence in promoting financial inclusion in developing countries,  Regulatory Compliance AI-based tools can help comply with regulatory and other requirements. In 2015, Malaysia’s BIMB Investment Management Bhd partnered with the UK-based , https://www.tandfonline.com/doi/abs/10.1080/1097198X.2021.1871273


ai_regulation_compliance, 2021, ai_trading, Legal regulation of the use of artificial intelligence: Problems and development prospects,  Prospects for the use of AI in the legal field were identified. The relevance of  legal regulation of the use of AI was proved. The use of AI raises an important problem of the compliance , http://www.ecsdev.org/ojs/index.php/ejsd/article/view/1170


ai_regulation_compliance, 2021, ai_trading, AI and health: ethical aspects for regulation,  the ethical requirements for a regulation of AI in health. More precisely: meaningful human control or human-centrich approach and huma oversight; reliability of AI thorugh safety and , https://www.mimesisjournals.com/ojs/index.php/tcrs/article/view/796


ai_regulation_compliance, 2021, ai_trading, … and cybersecurity regulations in artificial intelligence global governance: a comparative analysis of the european union, the united states, and china regulatory …,  AI cannot be left for self-regulation, and the fact is that competing for the AI race also  “This threat refers to the lack of compliance of the third parties with respect to applicable data , https://www.etd.ceu.edu/2021/alic_dalia.pdf


ai_regulation_compliance, 2021, ai_trading, The interaction between artificial intelligence and identity and access management: an empirical study,  Increased effectiveness in ensuring regulatory compliance  that include artificial intelligence (AI) may improve the efficiency and efficacy of regulatory compliance procedures across a , https://www.researchgate.net/profile/Ishaq-Azhar-Mohammed/publication/353888035_The_Interaction_Between_Artificial_Intelligence_and_Identity_Access_Management_An_Empirical_study/links/6116a4731ca20f6f861e49df/The-Interaction-Between-Artificial-Intelligence-and-Identity-Access-Management-An-Empirical-study.pdf


ai_regulation_compliance, 2021, ai_trading, On two XAI cultures: A case study of non-technical explanations in deployed AI system,  AI decisions before deploying AI systems at scale, largely to comply with regulatory  Focusing on the compliance and legal team, we discovered their needs for AI explanations: , https://arxiv.org/abs/2112.01016


ai_regulation_compliance, 2021, ai_trading, Towards safe, explainable, and regulated autonomous driving,  require their AI-driven software architecture to be safe, explainable, and regulatory compliant.  autonomous control, explainable AI (XAI), and regulatory compliance to address this issue, , https://www.taylorfrancis.com/chapters/edit/10.1201/9781003324140-2/towards-safe-explainable-regulated-autonomous-driving-shahin-atakishiyev-mohammad-salameh-hengshuai-yao-randy-goebel


ai_regulation_compliance, 2021, ai_trading, Deep semantic compliance advisor for unstructured document compliance checking,  They can’t provide regulatory compliance checking on contracts and regulations. Regulatory compliance against these unstructured legal documents is still a big challenge for banks , https://www.ijcai.org/Proceedings/2020/0613.pdf


ai_regulation_compliance, 2021, ai_trading, Preliminary Observations on AI Regulation,  compliance as well (Compliance is one of the major topics in the European Union but this dissertation will not go into this topic wholeheartedly, but to scratch its surface is unavoidable). , https://real.mtak.hu/128641/7/MI_2021_1_033_Simo.pdf


ai_regulation_compliance, 2021, ai_trading, Beyond the individual: governing AI's societal harm,  ’s new proposal for an AI regulation takes these mechanisms into consideration, before  Title II), (2) high-risk AI systems, which need to comply with mandatory requirements prior to their , https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3941956


stock_prediction, 2023, ai_trading, Machine learning approaches in stock market prediction: A systematic literature review,  in stock market prediction We hope this paper will contribute to the stock market prediction area  the study and to develop a new machine learning approach for stock market prediction. , https://www.sciencedirect.com/science/article/pii/S1877050922021937


stock_prediction, 2023, ai_trading, Multi-source aggregated classification for stock price movement prediction,  (MAC) method for stock price movement prediction. MAC  stocks, as well as the news sentiments of their related stocks.  fitting the news to real stock price movements. Embeddings , https://www.sciencedirect.com/science/article/pii/S1566253522002019


stock_prediction, 2023, ai_trading, A stock rank prediction method combining industry attributes and price data of stocks,  Stock forecasting has always been challenging as the stock  been widely used in time series prediction in recent years, but  This paper proposes a method for stock ranking prediction. , https://www.sciencedirect.com/science/article/pii/S030645732300095X


stock_prediction, 2023, ai_trading, Stock market prediction using deep learning algorithms,  It shows the predictions on the GDP, leading to  predictions are essential for making correct financial decisions [5]. The motive of this study is to provide accurate predictions of the stock , https://ietresearch.onlinelibrary.wiley.com/doi/abs/10.1049/cit2.12059


stock_prediction, 2023, ai_trading, Stock price prediction using deep learning models,  a hybrid approach for stock price prediction using five deep  Forecasting of stock price values and stock price movement  exist in the literature on prediction of stock prices, most of them , https://www.techrxiv.org/doi/full/10.36227/techrxiv.16640197.v1


stock_prediction, 2023, ai_trading, Research on stock trend prediction method based on optimized random forest,  , this study constructs an optimized random forest stock prediction model and compares the empirical results of stock trend prediction with original random forest and LightGBM model, , https://ietresearch.onlinelibrary.wiley.com/doi/abs/10.1049/cit2.12067


stock_prediction, 2023, ai_trading, Challenge and opportunity: deep learning-based stock price prediction by using bi-directional LSTM model,  is a promising tool for stock price prediction and has many  To use the Bi-LSTM model for stock price prediction, we first  on the testing data and generate predictions for future values. , https://drpress.org/ojs/index.php/fbem/article/view/6616


stock_prediction, 2023, ai_trading, Transformer-based deep learning model for stock price prediction: A case study on bangladesh stock market,  the machine learning framework that we develop for stock for stock price prediction.  comes to time series prediction problems such as, in our case, the stock price prediction. The whole , https://www.worldscientific.com/doi/abs/10.1142/S146902682350013X


stock_prediction, 2023, ai_trading, Hybrid information mixing module for stock movement prediction,  In this paper, an MLP-based model is applied to the stock price movement prediction in the hybrid information mixing module to improve the accuracy of stock price fluctuation prediction, https://ieeexplore.ieee.org/abstract/document/10075550/


stock_prediction, 2023, ai_trading, Boosting Stock Price Prediction with Anticipated Macro Policy Changes,  support our claim that stock price prediction performances can be significantly improved by including macroeconomic variables that can influence the stock market along with expected , https://arxiv.org/abs/2311.06278


stock_prediction, 2023, ai_trading, LSTM-based failure prediction for railway rolling stock equipment,  In the railway domain, rolling stock maintenance affects  To this aim, prediction of failures of rolling stock equipment is  maintenance of railway rolling stock equipment. The methodology , https://www.sciencedirect.com/science/article/pii/S0957417423002683


stock_prediction, 2023, ai_trading, ChatGPT informed graph neural network for stock movement prediction,  of achieving accurate predictions [1]. Owing to the efficient market hypothesis, stock prices are  among different equities, thus curtailing their potential for generating accurate predictions. , https://arxiv.org/abs/2306.03763


stock_prediction, 2023, ai_trading, Stock prediction by integrating sentiment scores of financial news and MLP-regressor: a machine learning approach,  price and in this paper, Mean Absolute Percentage Error (MAPE) is used to check the error in stock price prediction without considering stock direction. The accuracy metrics used in this , https://www.sciencedirect.com/science/article/pii/S1877050923000868


stock_prediction, 2023, ai_trading, Stock and market index prediction using Informer network,  are perfectly suited to the task of intraday long sequence stock price rapid prediction.  good prediction of the stock price during the active period also facilitates the prediction of the stock , https://arxiv.org/abs/2305.14382


stock_prediction, 2023, ai_trading, Fine-tuned support vector regression model for stock predictions,  Stock market prediction is a forecasting method that relies on technical aspects of the stock  EMH assumes that the current stock price can be determined as a function of stock price , https://link.springer.com/article/10.1007/s00521-021-05842-w


stock_prediction, 2023, ai_trading, Comparison of ARIMA and exponential smoothing models in prediction of stock prices,  the models used in the paper for prediction of stock prices. The objective of the research paper is to do a comparative analysis of daily stock price predictions using two models, namely, , https://www.ubplj.org/index.php/jpm/article/view/2017


stock_prediction, 2023, ai_trading, The wall street neophyte: A zero-shot analysis of chatgpt over multimodal stock movement prediction challenges,  The task of stock price prediction is often framed as a binary classification problem, where the objective is to determine whether a stock’s price will increase or decrease over a specified , https://arxiv.org/abs/2304.05351


stock_prediction, 2023, ai_trading, Efficient integration of multi-order dynamics and internal dynamics in stock movement prediction,  stocks in comparison to the absolute price change. Following existing work on stock market analysis [9, 42], we focus on the prediction of  The reason being that the timeseries of stock , https://dl.acm.org/doi/abs/10.1145/3539597.3570427


stock_prediction, 2023, ai_trading, Learning-based stock trending prediction by incorporating technical indicators and social media sentiment,  stock market trending without fully considering the effects of different influence factors in different phases. To address this gap, this research solves stock trending prediction  the stocks. , https://link.springer.com/article/10.1007/s12559-023-10125-8


stock_prediction, 2023, ai_trading, Dominance of External Features in Stock Price Prediction in a Predictable Macroeconomic Environment,  are highly dominant in the prediction of future stock prices.  performance enhancement of stock price prediction due to the  of such features in stock price prediction problems. We employ , https://al-kindipublisher.com/index.php/jbms/article/view/6372


stock_prediction, 2023, ai_trading, PEN: prediction-explanation network to forecast stock price movement with better explainability,  As a step to address the challenges of explainability in stock price movement prediction, we propose a PredictionExplanation Network (PEN). The core of PEN is the Shared , https://ojs.aaai.org/index.php/AAAI/article/view/25648


stock_prediction, 2023, ai_trading, A stock price prediction method based on BiLSTM and improved transformer,  the accuracy and stability of stock price prediction, this article  ), making it suitable for stock price prediction. This method  using 5 index stocks and 14 Shanghai and Shenzhen stocks. , https://ieeexplore.ieee.org/abstract/document/10185006/


stock_prediction, 2023, ai_trading, A stock price prediction model based on investor sentiment and optimized deep learning,  stock prices and the volatility cycle of stock prices [28], [29]. Based on this research, more and more scholars have established different stock prediction  The content of the stock forum is , https://ieeexplore.ieee.org/abstract/document/10130578/


stock_prediction, 2023, ai_trading, Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction,  that do multi-step stock price prediction [12, 38]. Our  stock prediction task, two main challenges are identified. Firstly, it is well-established in previous stock prediction literature that stock , https://dl.acm.org/doi/abs/10.1145/3583780.3614844


stock_prediction, 2023, ai_trading, Hierarchical Bayesian geostatistics for C stock prediction in disturbed plantation forest in Zimbabwe,  for the prediction of plantation forest carbon stock (C stock) in  information sources in C stock prediction in order to build  their potential to predict C stock with shorter uncertainty bounds , https://www.sciencedirect.com/science/article/pii/S1574954122003843


stock_prediction, 2023, ai_trading, Stock Price Prediction Using Machine Learning,  The objective of this paper is to predict the accurate stock prices which helps the investors  , a stock price prediction approach has been proposed to achieve better stock prediction , https://ieeexplore.ieee.org/abstract/document/10183515/


stock_prediction, 2023, ai_trading, Multi-step-ahead stock price prediction using recurrent fuzzy neural network and variational mode decomposition,  Financial time series prediction has attracted considerable  -step-ahead stock price prediction methods based on different  and MFRFNN to predict the stock price. VMD-MFRFNN, an , https://www.sciencedirect.com/science/article/pii/S1568494623008852


stock_prediction, 2023, ai_trading, Essential tensor learning for multimodal information-driven stock movement prediction,  In this section, we first review the relevant literature on stock movement prediction and tensor representation. Subsequently, some basic concepts are provided on which we established , https://www.sciencedirect.com/science/article/pii/S0950705123000126


stock_prediction, 2023, ai_trading, Stock Price Prediction using Prophet Facebook Algorithm for BBCA and TLKM,  a way to predict stock prices. This study aims to predict stock price fluctuations using Facebook's Prophet Algorithm to help people decide their investment in stock. The research object , http://ijadis.org/index.php/ijadis/article/view/1258


stock_prediction, 2023, ai_trading, A user-centric analysis of social media for stock market prediction,  While previous work has focused on stock market prediction itself, we argue that less work  social media stock market discourse such as the temporal horizon of a user’s predictions and , https://dl.acm.org/doi/abs/10.1145/3532856


stock_prediction, 2023, ai_trading, Generative adversarial network for sentiment‐based stock prediction,  prediction of different stock markets is in the interest of both industry and academia. Prediction with sentiment analysis is not limited to the stock  attack prediction 39 election prediction. , https://onlinelibrary.wiley.com/doi/abs/10.1002/cpe.7467


stock_prediction, 2023, ai_trading, Spatiotemporal Transformer for Stock Movement Prediction,  LSTM model for stock movement prediction. Our model ob previous research in the field of stock movement prediction.  Secondly, they introduced the Next Sentence Prediction (NSP, https://arxiv.org/abs/2305.03835


stock_prediction, 2023, ai_trading, Machine learning–supported prediction of dual variables for the cutting stock problem with an application in stabilized column generation,  This article presents a prediction model of the optimal dual variables for the cutting stock  dual variables within an instance for the cutting stock problem. We apply and compare our , https://pubsonline.informs.org/doi/abs/10.1287/ijoc.2023.1277


thai_investor_behavior, 2024, ai_trading, Identifying the Effective Factors on Investors' Behavior and Developing a Measurement Model,  the components that affect investor behavior and develop a  and structures influencing investor behavior. Initially, the  in thailand showed that men are more confident in investing , https://journals.iau.ir/article_708560_f4c3455c748318fc930d52ed75e2aaa8.pdf


thai_investor_behavior, 2024, ai_trading, Do people gamble or invest in the cryptocurrency market? Transactional-level evidence from Thailand,  Many institutional investors have, thus, included cryptocurrencies in their  behavior of cryptocurrency market participants and investigates whether they behave like gamblers or investors, https://www.sciencedirect.com/science/article/pii/S2214635024000108


thai_investor_behavior, 2024, ai_trading, Research on Factors Affecting the Energy-Saving Behavior of Household Customers in Thai Nguyen Province,  on energy-saving behavior focuses on energy-saving behavior in the  saving behavior of customers who are households in Thai  consumption behavior of households in Thai Nguyen , http://ijmrap.com/wp-content/uploads/2024/01/IJMRAP-V6N8P65Y24.pdf


thai_investor_behavior, 2024, ai_trading, The effect of sustainable report disclosure on investor confidence of energy group in Thai listed companies,  a rating level from the Thai Institute of Directors Association of Thailand has scores for its  behavior, attitudes, and demographics of socially responsible and conventional investors in , http://m.growingscience.com/beta/uscm/6727-the-effect-of-sustainable-report-disclosure-on-investor-confidence-of-energy-group-in-thai-listed-companies.html


thai_investor_behavior, 2024, ai_trading, SERVICE QUALITY OF THE GOLF TRAINING ACADEMY IN THAILAND,  were: 1) to study golfing behavior of golfers; 2) to evaluate  of golf training academy and golfing behavior of golfers; and 5)  golf in various courses in Thailand via accidental sampling of , http://journalra.org/index.php/jra/article/view/1357


thai_investor_behavior, 2024, ai_trading, Evaluation of Thailand's COVID-19-Related policies and their impact on the stock market using a PMC Index model approach1,  We developed a method for evaluating COVID-19 policy in Thailand from January 2020 to  , as recorded in the Securities Exchange of Thailand (SET) database, are also observed with , https://www.tandfonline.com/doi/abs/10.1080/23311886.2023.2285252


thai_investor_behavior, 2024, ai_trading, Time-frequency nexus between COVID-19, economic policy uncertainty and China's stock market during the COVID-19 period,  Moreover, according to behavioral finance theory, in addition to the intrinsic value of the stock, the psychological and behavioral aspects of investors will be affected by emergencies, , https://www.tandfonline.com/doi/abs/10.1080/14765284.2023.2270846


thai_investor_behavior, 2024, ai_trading, Factors Affecting Consumers' Impulse Buying Behavior in Thai Nguyen City, Vietnam,  behavior in Thai  in Thai Nguyen city, the capital and largest city of Thai Nguyen province with the natural area of 222.12 km2, accounting for only 6.31% of total natural area of Thai , https://randwickresearch.com/index.php/rissj/article/view/887


thai_investor_behavior, 2024, ai_trading, R&D intensity and firm performance of SME firms in Thailand: the moderating role of firm size,  The study’s findings might provide general investors and Thai SME  Thai government can also benefit from this information when developing policies that support R&D in Thailand , https://www.tandfonline.com/doi/abs/10.1080/23311975.2024.2304370


thai_investor_behavior, 2024, ai_trading, Innovation and Productivity in the Service Sector: The Case of Thailand,  to Thai manufacturing and consumers, expanding the service sectors in Thailand and thus also benefiting Thailand's  Estimates suggest that the services provided in Thailand are , https://so04.tci-thaijo.org/index.php/TRESP/issue/download/17911/4964#page=11


thai_investor_behavior, 2024, ai_trading, SAVING BEHAVIORS MODEL OF EARLY ADULTHOOD IN BANGKOK METROPOLIS,  population due to the rapid decline in fertility in Thailand and the improvement in medical and public health has resulted in a longer life for Thai people. (World Health Statistics, 2018) , http://neuropsychopharmacologiahungarica.com/index.php/NPPH/article/view/12


thai_investor_behavior, 2024, ai_trading, Socio-demographic, Agricultural and Personal Protective Factors in Relation to Health Literacy among Farmers from All Regions of Thailand,  This study aims to 93 investigate HL among farmers in four main regions of Thailand, examining socio-demographics, 94 agricultural, and personal protective behavior factors in relation , https://www.frontiersin.org/articles/10.3389/fpubh.2024.1364296/full


thai_investor_behavior, 2024, ai_trading, Early Warning System Financial Crisis: Economic Factors and Political Factors,  The political impact in Indonesia and Thailand was the resignation of the Thai prime  investment interests, which affect investor behavior and confidence in investing in a country. , https://sinomicsjournal.com/index.php/SJ/article/view/275


thai_investor_behavior, 2024, ai_trading, Impact of stock market liquidity and external factors on herding behavior in the Amman Stock Exchange,  potential for herding behavior in the Amman Stock Exchange. The major goal of the current investigation is to identify any herding behavior that may occur, including behavior caused by , https://journal.uinmataram.ac.id/index.php/jed/article/view/9761


thai_investor_behavior, 2024, ai_trading, Can Fiscal Recentralization Strengthen Local Government? The Case of Thailand,  As elsewhere in the developing world, local governments in Thailand are heavily  governments, using Thailand as the case study. By “local government” in Thailand we refer mainly to , https://www.tandfonline.com/doi/abs/10.1080/01900692.2022.2111580


thai_investor_behavior, 2024, ai_trading, Exploration of Emerging Trends and Paradigms in Leadership and Governance Research and Practice in Thailand,  Findings: Emerging trends in Thai leadership and governance highlight a shift towards inclusive decision-making, ethical frameworks, and digital engagement. Sustainability and , https://www.iprjb.org/journals/index.php/IJLG/article/view/2393


thai_investor_behavior, 2024, ai_trading, The impact of a crisis on monetary policy's influence on financial markets: Evidence from the COVID-19 pandemic,  This study uses daily data from Thailand for  investor behavior can play a crucial role in shaping the impact of monetary policy on bond and stock markets. Understanding how investors , https://www.tandfonline.com/doi/abs/10.1080/23322039.2024.2322874


thai_investor_behavior, 2024, ai_trading, Thailand's Hedging Strategy under the Strategic Competition between China and the United States,  Similarly, China is currently Thailand's greatest investor. Direct investment is undoubtedly  formidable competitor for Thai investors and enterprises. Furthermore, the Thai economy will , https://scope-journal.com/assets/uploads/doc/e8855-1336-1347.202317827.pdf


thai_investor_behavior, 2024, ai_trading, Entrepreneurship Education In Market Entry Mode Strategies: Case Study of Thai Sports Apparel Company Entering Indonesia's Market,  According to the transaction cost theory, the cultural differences increase the behavioral  in Thailand, with the head office also located in Thailand. • The company exports Thai sports , https://kurdishstudies.net/menu-script/index.php/KS/article/view/1732


thai_investor_behavior, 2024, ai_trading, Impact of political uncertainty on stock market returns: the case of post-revolution Tunisia,  stock price movements and contribute to a better understanding of investor behavior.  Political uncertainty in Thailand has a significant negative impact on the stock market, particularly , https://www.tandfonline.com/doi/abs/10.1080/23311886.2024.2324525


thai_investor_behavior, 2024, ai_trading, … Relationship Between Earnings Management and Performance of Listed Companies on the Market for Alternative Investment (MAI) in Thailand before Covid-19 …, This study aims to investigate the relationship between earnings management and performance of listed companies in the Market for Alternative Investment (MAI) in Thailand during , http://www.jba.tbs.tu.ac.th/files/Jba181/Article/JBA181RojMut.pdf


thai_investor_behavior, 2024, ai_trading, A Case Study of Thailand and Vietnam Agriculture and Farmer Productivity,  and good management practices in the Philippines are education, machinery ownership, irrigation water supply, capacity-enhancement activities, and profit-oriented behavior while soil , https://www.saspublishers.com/media/articles/SJAVS_111_1-7.pdf


thai_investor_behavior, 2024, ai_trading, Environmental outlook of ASEAN-5 through the lens of green bonds, environmental technologies and financialization, Sustainable development goals call for urgent action with an aim to spur socio-economic growth along with the protection of the environment and resources. However, these goals are , https://journals.sagepub.com/doi/abs/10.1177/18479790241238129


thai_investor_behavior, 2024, ai_trading, T., Gandolfi, F.(2024). IPO Underpricing and Short-Term Performance Under the Influence of Covid-19 Fear in Thailand Stock Exchange,  in Thailand’s capital market under the influence of the Covid-19 pandemic fear. A total of 168 IPO stocks in Thailand from the  Prospect theory of behavioral finance is supported [14,15]. , https://www.researchgate.net/profile/Franco-Gandolfi/publication/377146658_IPO_Underpricing_and_Short-Term_Performance_Under_the_Influence_of_Covid-19_Fear_in_Thailand_Stock_Exchange_Corresponding_Author/links/6596ba733c472d2e8eb490d8/IPO-Underpricing-and-Short-Term-Performance-Under-the-Influence-of-Covid-19-Fear-in-Thailand-Stock-Exchange-Corresponding-Author.pdf


thai_investor_behavior, 2024, ai_trading, How COVID-19 transformed the landscape of transportation research: an integrative scoping review and roadmap for future research,  behavior, researchers can better understand not just the impact of COVID-19, but new insights into fundamental travel behavior should also emerge into the future across domains. , https://www.tandfonline.com/doi/abs/10.1080/19427867.2022.2160294


thai_investor_behavior, 2024, ai_trading, Chinese Economic Behavior in Southeast Asia: A Historical and Cultural Overview of the Migration Patterns, Culture, and Business Practices of the Chinese Diaspora …,  Thailand identify as Thai and no longer use the Teochew language, but there is a movement to revive and reinvigorate Chinese identity and appreciate for Teochew culture in Thailand (, https://scholarworks.umt.edu/utpp/469/


thai_investor_behavior, 2024, ai_trading, Does foreign portfolio investment moderate the impact of exchange rate volatility and investor sentiment on country index crash risk?,  role in investor decision-making and stock price movements. Sentiment-driven investor behavior  According to Bouteska (Citation2020), investors are likelier to act on investor surveys , https://www.tandfonline.com/doi/abs/10.1080/23322039.2024.2305481


thai_investor_behavior, 2024, ai_trading, Thai Undergraduates' Motivation in Learning Different Foreign Languages: A Dörnyei's L2MSS Perspective,  degrees of relevance to Thailand’s educational, economic, and cultural dimensions. Thailand and China have been friendly neighbors since ancient times. Thailand has a long history , http://ijlter.myres.net/index.php/ijlter/article/view/1838


thai_investor_behavior, 2024, ai_trading, The Guidelines for Developing Competitiveness of Thai Agricultural Products: A Case Study of Durian Production in 14 Southern Provinces, Thailand,  Purpose: This study explores ways to make Thai durian  200 responders from 14 southern regions of Thailand, where durian  of the Thai durian industry will find this study helpful. , https://rgsa.emnuvens.com.br/rgsa/article/view/4702


thai_investor_behavior, 2024, ai_trading, The Conditions and Guidelines of Action Learning Resources Through Miang Indigenous Wisdom in Mae Kampong Village, Chiang Mai Thailand,  lowest behavior are social skills and crosscultural learning. The most common behaviors in this area are behavior  and the lowest common behavior is behavior that involved accepting , https://so05.tci-thaijo.org/index.php/cmruresearch/issue/download/17694/4950#page=48


thai_investor_behavior, 2024, ai_trading, Testıng Holıday Effects On Capıtal Market Performance At The Assocıatıon Of Southeast Asıan Natıons (ASEAN),  behavior of market participants, economic conditions, and geopolitical events. As an investor, it  holidays on stock indices in Thailand (SETI). This shows that capital market conditions in , http://ajmesc.com/index.php/ajmesc/article/view/661


thai_investor_behavior, 2024, ai_trading, Analysis of Abnormal Phenomena in China Securities Market Based on Behavioral Finance,  The key reason is that investors lack scientific  behavior caused by cognitive and behavioral bias. In China, small and medium-sized investors account for the vast majority of investors. , https://drpress.org/ojs/index.php/HBEM/article/view/16760


thai_investor_behavior, 2024, ai_trading, The History of Fed Interest Rate Hikes and the Impact on Stock and Foreign Exchange Markets,  interest rates on stock prices, investor behavior, and market volatility.  Thailand's financial policy of fixed exchange rate, more  countries actually had a big impact starting from Thailand. , https://drpress.org/ojs/index.php/HBEM/article/view/16842


thai_investor_behavior, 2024, ai_trading, The moderating impact of institutional shareholders on the relationship between audit quality and firm value,  In Thailand, the government sets the policy of how institutional shareholders can operate, through the Stock Exchange of Thailand (SET) allowing only some investors to trade stocks in , https://systems.enpress-publisher.com/index.php/jipd/article/view/3428


thai_investor_behavior, 2024, ai_trading, Digital nomadism as a new part of the visitor economy: The case of the “digital nomad capital” Chiang Mai, Thailand,  During our study, we had access to Thai government officials who consulted us about, and we queried them on, their intended “digital nomad visa” and, separately, a planned “digital , https://onlinelibrary.wiley.com/doi/abs/10.1111/isj.12496


thai_investor_behavior, 2024, ai_trading, Impact of Macroeconomic Variables on Stock Market Volatility in Kenya,  investor confidence and market stability (Barrenechea & Trupkin, 2019). Furthermore, in Southeast Asia, countries like Indonesia and Thailand have  Similarly, in Thailand, stock market , https://www.ajpojournals.org/journals/index.php/AJF/article/view/1812


thai_investor_behavior, 2024, ai_trading, Development of Youth Guides Who can Convey the Cultural Capital Narratives of Nibong Commercial Area, Yala Province, Thailand, The objective of this research is to develop youth guides through the process of participation in the transmission of cultural capital narratives of Nibong commercial area, Muang district, , https://books.google.com/books?hl=en&lr=&id=qJHvEAAAQBAJ&oi=fnd&pg=PA39&dq=Thai+Investor+Behavior&ots=Q8A8SBqK3W&sig=MLxeBuY-fF-Ydzxzwe3mhdo3oDI


thai_investor_behavior, 2024, ai_trading, Thai Advertising in China: Re-invention of Media Production in the Process of Transnational Borders,  In fact, this kind of "poaching" behavior still exists among today's fan groups, but new  The first time I saw Thai advertising was when we were studying Thai as a Thai language major, , https://migrationletters.com/index.php/ml/article/view/8498


thai_investor_behavior, 2024, ai_trading, Theory of Planned Behavior: The Effect of Financial Literacy and Risk Tolerance on Investment Intention, Research Aims: This research aims to analyze how factors such as attitude, subjective norms, perceived behavioral control, financial literacy, and risk tolerance influence the investment , https://profesionalmudacendekia.com/index.php/jbmr/article/view/882


thai_investor_behavior, 2024, ai_trading, Prosumer solar power and energy storage forecasting in countries with limited data: The case of Thailand,  We selected Thailand as a case study due to its relatively mature  In addition, Thailand has experienced the 60 challenge of a  Therefore, the Thai case is of 63 particular interest for the , https://www.cell.com/heliyon/pdf/S2405-8440(24)00028-8.pdf


thai_investor_behavior, 2024, ai_trading, A model to foster global citizenship characteristics of students in private international universities in Thailand,  the global citizenship concept from a Thai perspective. This study  in private international universities in Thailand. The study applied a  These factors impact Thai Gen Z’s behavior toward , https://repository.au.edu/bitstreams/661767eb-1336-46bb-8e92-38a5b25c9a4b/download


thai_investor_behavior, 2024, ai_trading, Confucius Institutes: Chinese Soft Power in Thailand,  Moreover, Thai government and Thai people have not perceived Chinese soft power as a threat to Thai  Therefore, this project also promotes behavioral change towards proper WEEE , https://so03.tci-thaijo.org/index.php/jopag/issue/download/17676/4892


thai_investor_behavior, 2024, ai_trading, The influences of psychological factors on investors decision making in the South African derivative market,  Studies in behavioral finance have shown that human behavior often diverges from the rationality  is observed, likely, that overconfident behavior will also be present among investors. , https://www.ssbfnet.com/ojs/index.php/ijrbs/article/view/2877


thai_investor_behavior, 2024, ai_trading, Literature Review on the Role of Financial Advisors in Shaping Investment Decisions,  the variables affecting Thai investors' utilization of brokerages' digital investing services. They  It provides insightful information about the attitudes and preferences of Thai investors with , https://www.researchgate.net/profile/Pallavi-G-P/publication/377271251_Pallavi_G_P_-_Literature_Review_on_the_Role_of_Financial/links/659e46fd6f6e450f19dad8dc/Pallavi-G-P-Literature-Review-on-the-Role-of-Financial.pdf


thai_investor_behavior, 2024, ai_trading, Impacts of Investor Attention and Accounting Information Comparability on Stock Returns: Empirical Evidence from Chinese Listed Companies,  Nevertheless, real stock markets often exhibit speculative behavior due to information asymmetry and the limited rationality of investors. This paper employs Thank you for your feedback, https://www.mdpi.com/2227-7072/12/1/18


thai_investor_behavior, 2024, ai_trading, Investor sentiment and stock market returns: a story of night and day,  , while in Australia and Thailand, investor sentiment can only  the relation between culture and investor rationality is not  its influence on investor rationality and trading behaviors. For , https://www.tandfonline.com/doi/abs/10.1080/1351847X.2024.2306942


thai_investor_behavior, 2024, ai_trading, Explaining 'Grey Capital': The Sociology of Transnational Chinese Companies and Crime in Thailand,  As the English-language translations of the names and positions of Wang’s Thai interlocutors and patrons were often significantly different from their rendering in Thai or Thai-to-English , https://www.tandfonline.com/doi/abs/10.1080/10670564.2024.2302485


thai_investor_behavior, 2024, ai_trading, Investment Strategies and Covid-19 Pandemic: A Case of The Egyptian Stock Exchange,  investor behavior and the importance of considering risk tolerance when choosing investment strategies. Short-term investors should be risk-averse, while long-term investors  investors , https://cfdj.journals.ekb.eg/article_324101.html


thai_investor_behavior, 2024, ai_trading, Problem Analysis and Development of an Integrated Approach to Investigative and Interrogative Procedures,  interrogated process between Thailand and the foreign  ’s behavior, and the collaboration with the police officer. Comparing the investigated and interrogated process among Thailand , https://kurdishstudies.net/menu-script/index.php/KS/article/view/2305


thai_investor_behavior, 2024, ai_trading, Crypto cravings: Gender differences in crypto investment intentions and the mediating roles of financial overconfidence and personality,  market N = 898 investors Thai Self-reported international  behavior (ie, crypto ownership). Therefore, given the importance of developing marketing insights that can predict behavioral , https://onlinelibrary.wiley.com/doi/abs/10.1002/mar.21921


thai_investor_behavior, 2021, ai_trading, Factors influencing retail investors' trading behaviour in the Thai stock market,  that Thai investors seem to be long-term, diversified investors compared to the investors in  The investment behavior of socially responsible individual investors. The Quarterly Review of , https://ro.uow.edu.au/aabfj/vol15/iss2/3/


thai_investor_behavior, 2021, ai_trading, Bangkok traffic congestion, stressed investors, and Thai stock-market returns,  traffic-induced stress on Thai stock market returns. The  local investors, this study measures returns using the return on the Market for Alternative Investment (mai) index. Local investors , http://www.assumptionjournal.au.edu/index.php/abacjournal/article/view/5817


thai_investor_behavior, 2021, ai_trading, Investor types, liquidity and price formation: evidence from the Stock Exchange of Thailand,  Abstract Using timestamped orders and trades data from the Stock Exchange of Thailand, we study how different market participants - retail investors, domestic and foreign institutions - , https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3937207


thai_investor_behavior, 2021, ai_trading, Investment behavior during COVID pandemic: An evidence from emerging Asian Markets,  Thailand  investor behavior and change in investor behavior over the recent COVID outbreak period. Furthermore, in line with existing literature, we also investigate if investor behavior , https://ir.iba.edu.pk/businessreview/vol16/iss1/4/


thai_investor_behavior, 2021, ai_trading, Factors Influencing the Wearing of Surgical Mask among Elderly Population during Covid-19 in Thailand,  investors act rationally in the stock market but investors in behavioural finance behave irrational when making their investment choices. Behavioural finance clarifies the effect of investor , https://heinonline.org/hol-cgi-bin/get_pdf.cgi?handle=hein.journals/jnlolletl24&section=250


thai_investor_behavior, 2021, ai_trading, Key influencers of innovative work behavior in leading Thai property developers,  on innovative behavior in this study. The property sector in Thailand represents gross domestic product (GDP) of 6%. There are three main types of property market in Thailand which , http://www.assumptionjournal.au.edu/index.php/AU-GSB/article/view/5456


thai_investor_behavior, 2021, ai_trading, A study of factors that influence consumer behaviors of gold saving via online platform in Thailand,  Therefore, the gold saving program’s service providers must understand Thais’ saving and investment behaviors and the major determinants that influence gold saving behavior of Thai , https://digital.car.chula.ac.th/chulaetd/7655/


thai_investor_behavior, 2021, ai_trading, An Application and Extension of the Theory of Planned Behavior to the financial behavior: Evidence from Thai and international workers,  investor behavior for retirement planning. First, task features described with the complexity and prior task experience; in addition, psychological influences related to cognitive, , http://ithesis-ir.su.ac.th/dspace/handle/123456789/3615


thai_investor_behavior, 2021, ai_trading, Cultural dimensions and sustainable stock exchanges returns in the Asian region,  ' values and how these values relate to investor behavior in the market. However, Asian  Thus, the question of how culture-driven influences impact investor behavior needs to be , https://www.researchgate.net/profile/Susilo-Darsono/publication/348699084_Cultural_Dimensions_and_Sustainable_Stock_Exchanges_Returns_in_the_Asian_Region/links/607effcf881fa114b4167425/Cultural-Dimensions-and-Sustainable-Stock-Exchanges-Returns-in-the-Asian-Region.pdf?_sg%5B0%5D=started_experiment_milestone&origin=journalDetail


thai_investor_behavior, 2021, ai_trading, Do domestic institutional investors always win?(Evidence from the Stock Exchange of Thailand),  , and domestic individual investors using Thai database to observe the different in price  an explanation of trading behavior of each investor using intraday price impact in Thailand. , https://digital.car.chula.ac.th/cgi/viewcontent.cgi?article=8692&context=chulaetd


thai_investor_behavior, 2021, ai_trading, The Impact of Key Audit Matters Disclosure on Investor Reaction: An Empirical Evidence from Thai Listed Companies,  value of the KAMs disclosure to the investor (Smith, 2016). Secondly, the signaling theory can be used to explain the behavior of the investor when they received more understanding , http://202.28.34.124/dspace/handle/123456789/1487


thai_investor_behavior, 2021, ai_trading, Reactions of Thailand's Stock Market to the 2020 US Presidential Election,  In this study, the reactions of Thailand’s stock market are examined using the event- The period overlaps the period of the COVID-19 pandemic and Thailand’s youth protest, thus , http://www.assumptionjournal.au.edu/index.php/abacjournal/article/view/5405


thai_investor_behavior, 2021, ai_trading, THAI INVESTORS DECISION MAKING FOR SETTING UP A FACTORY WITH INDUSTRIAL ESTATE AUTHORITY OF THAILAND,  To understand the company’s background and to understand the investor behavior in purchasing /leasing land in Industrial Estate that developed by I-EA-T under the government policy , https://archive.cm.mahidol.ac.th/handle/123456789/4372


thai_investor_behavior, 2021, ai_trading, Modeling the relationships among gold price, oil price, foreign exchange, and the stock market index in Thailand,  among the price variables in the Thailand stock market, the foreign  In addition, Thai financial markets and commodity markets  This study focuses on the relationships among Thai stock , https://pdfs.semanticscholar.org/ddf7/e27b4cf3e4057088a8b8d04ed602ee208761.pdf


thai_investor_behavior, 2021, ai_trading, CONSUMER BUYING BEHAVIOR ABOUT ONLINE INVESTMENT COURSES OF SUPER TRADER REPUBLIC IN THE BANGKOK METROPOLITAN AREA,  The objective of this research aims to study consumer buying behavior concerning online  The sample size in this research consisted of 400 Thai individual investors in the Bangkok , http://ir-ithesis.swu.ac.th/dspace/handle/123456789/1199


thai_investor_behavior, 2021, ai_trading, HERDING AROUND THE WORLD: DO CULTURAL DIFFERENCES INFLUENCE INVESTORS'BEHAVIOR?,  Beckmann, Menkhoff and Sutto (2008) examined the behavior of 1025 asset managers operating in the US, Germany, Japan and Thailand with the help of a questionnaire survey. They , https://books.google.com/books?hl=en&lr=&id=z3owEAAAQBAJ&oi=fnd&pg=PA45&dq=Thai+Investor+Behavior&ots=taCvqJVxjs&sig=KvrTxlz8XxFgiKL-XpGh829BIQY


thai_investor_behavior, 2021, ai_trading, Analysis of Herding Behavior in Developing Countries,  , Malaysia, Pakistan, Taiwan and Thailand. This type of research is quantitative  behavior occurs naturally when the market is under pressure. Herding behavior is investor behavior , https://www.academia.edu/download/99829855/IJRR074.pdf


thai_investor_behavior, 2021, ai_trading, COVID-19 Lockdown, earnings manipulation and stock market sensitivity: An empirical study in Iraq,  Accordingly, earnings manipulation negatively influences investor behavior in the financial  impact of earnings manipulation on investor behavior and financial statements reliability. , https://koreascience.kr/article/JAKO202112748675163.page


thai_investor_behavior, 2021, ai_trading, The impact of foreign ownership on stock price volatility: Evidence from Thailand,  using the data from Thailand has barely been carried out despite a growing importance of  investors in the Thai stock market. With the increasing role of foreign investors in the Thai , https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3766687


thai_investor_behavior, 2021, ai_trading, An experimental economic study of loss aversion in stock trading decisions,  This paper examines the investment behavior on the disposition  investing training experience whether they are already in the stock market or not. We suggest that the Bank of Thailand , http://ir-ithesis.swu.ac.th/dspace/handle/123456789/1185


thai_investor_behavior, 2021, ai_trading, KAMs reporting and financial performance: empirical evidence from Thai listed companies,  (KAMs) reporting of Thai listed companies in Thailand, and  Data were collected from 180 companies listed in Thailand  report of listed companies in Thailand in terms of both number of , https://koreascience.kr/article/JAKO202109554061543.page


thai_investor_behavior, 2021, ai_trading, Fear of COVID-19 pandemic in the Thailand stock market at the industry level: an event study,  Emergencies in the capital market typically impact investor behavior by affecting stock prices. To determine whether market security prices are linked to specific events, Fama et al. (1969, http://ethesisarchive.library.tu.ac.th/thesis/2021/TU_2021_6302042079_16061_20532.pdf


thai_investor_behavior, 2021, ai_trading, The role of big data analytics in influencing artificial intelligence (AI) adoption for coffee shops in Krabi, Thailand,  The total coffee market in Thailand was worth 36 billion baht, with 20 billion baht went to  highest competitive sectors in Thailand for the past four years. In Thailand, there were 70,149 , https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3944075


thai_investor_behavior, 2021, ai_trading, Is Thai baht a safe haven currency during the COVID-19 pandemics, This paper empirically investigates whether or not Thai Baht (THB) is actually one of the safe haven currencies. Moreover, we also extend analysis to see if its safe haven pattern is , https://digital.car.chula.ac.th/chulaetd/7709/


thai_investor_behavior, 2021, ai_trading, Ownership concentration, corporate governance, and firm's risk-behavior: evidence from Thailand,  However, I believe that is not the case for Thailand. Thailand is one of the several countries  However, I believe that is not the case of Thailand as the attention of this topic has increase , https://digital.car.chula.ac.th/chulaetd/7711/


thai_investor_behavior, 2021, ai_trading, Do issuers affect derivative warrants overpricing? evidence of Thailand,  to reconfirm the overpricing phenomenon in Thailand and investigate the issuer identity effect  The results demonstrate that Thai derivative warrants tend to be overpriced and the nature , https://digital.car.chula.ac.th/chulaetd/4716/


thai_investor_behavior, 2021, ai_trading, Chasing returns with high-beta stocks: evidence from tax-privileged mutual funds in Thailand,  Thai equity mutual funds tend to alter their risk exposure in response to fund flows, but only for incentivized funds where investors  as evidence of returns chasing behavior through risk-, https://www.zbw.eu/econis-archiv/bitstream/11159/5263/1/1751353648_0.pdf


thai_investor_behavior, 2021, ai_trading, The effect of air pollution on stock returns: evidence from Thailand and Indonesia,  based on the theory that human abnormal behaviors would reach their peak during the full moon, and behavioral deviations would affect investors' decisions and thus affect stock prices , https://digital.car.chula.ac.th/chulaetd/7714/


thai_investor_behavior, 2021, ai_trading, Factors influencing generation Y investors when choosing a broker firm,  Furthermore, the past actions can be used the past actions to predict future behaviors. (Poon, Koehler investment plans in the stock merket of 20 to 25 year old Thai investors in Bangkok. , http://www.assumptionjournal.au.edu/index.php/icesde/article/view/5603


thai_investor_behavior, 2021, ai_trading, Comparison of the Return of Investment from Securities Screening Using Financial Ratios and Security Trading Methods: Evidence from Thailand,  from Thailand's Stock Exchange from 2013 to 2018. This is probably because the stock pricing behavior  data generated greater changes in pricing behavior, reducing the accuracy.The , http://jsju.org/index.php/journal/article/view/816


thai_investor_behavior, 2021, ai_trading, The implementation of business intelligence using data analytics and its effects towards on performance in the hotel industry in Thailand,  in Thailand's hotel organizations, in-depth interviews is conducted with eight purposive samples of hotel managers and finance controllers in Thailand.  of hotel industry in Thailand. The , https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3944077


thai_investor_behavior, 2021, ai_trading, Factors Influencing Japanese Decision Makers in Thailand When They Purchase Capital Measurement Equipment for Automatic Industry.,  Researcher is interested in studying Japanese decision maker's behavior when they purchase capital equipment in Thailand to use the data obtained from the study as a guideline for , http://dspace.bu.ac.th/handle/123456789/5007


thai_investor_behavior, 2021, ai_trading, The the impact of behavioral aspects on investment decision making,  are not fully rational, but investment decisions are also driven by behavior. This study offer another perspective related to the investor behavior in investment decision making. , https://mail.ejurnalunsam.id/index.php/jmk/article/view/3125


thai_investor_behavior, 2021, ai_trading, Role of Psychological Bias and Social Interactions in Investment Decisions: Comparison between Direct and Indirect Real Estate Investors.,  As a result, many investors and expatriates come to work and stay in various parts in Thailand,  This opportunity has incentivised many Thai investors to invest in residential, rental real , http://ijem.upm.edu.my/vol15no1/8.%20Role%20of%20Psychological%20Bias.pdf


thai_investor_behavior, 2021, ai_trading, Key factors determining corporate social responsibility practices of Vietnamese firms and the joint effects of foreign ownership,  China are likely to expect similar behavior when they invest in Vietnamese firms. Benefits come from the role played by foreign institutional investors in increasing transparency (Liu et al., https://www.sciencedirect.com/science/article/pii/S1042444X20300657


thai_investor_behavior, 2021, ai_trading, Financial literacy: does it improve well-being? A case study of farmers in Khon Kaen, Thailand,  of Thailand from financial literacy and that financial behavior had a negative influence on the well-being of farmers in the northeast of Thailand.  in the northeast of Thailand. Regarding , https://www.emerald.com/insight/content/doi/10.1108/S1571-03862021000029A022


thai_investor_behavior, 2021, ai_trading, Is cryptocurrency a hedge, safe haven, diversifier against Thailand, Indonesia, Philippine stock market on pre-COVID-19 and during COVID-19?, This research study whether cryptocurrencies act as a hedge, safe haven or diversifier against Thailand, Philippines, and Indonesia stock exchange market. Using DCC-GARCH model , https://digital.car.chula.ac.th/chulaetd/7675/


thai_investor_behavior, 2021, ai_trading, THE ENTREPRENEURIAL BEHAVIORS IN THE AGRICULTURAL SECTOR IN ASIA-OCEANIA COUNTRIES, Entrepreneurship in the agricultural sector is considered as a means to transform the sector toward more sustainable agriculture as well as bring new economic development to rural , https://www.researchgate.net/profile/Vo-Thai-Cuong/publication/368754467_THE_ENTREPRENEURIAL_BEHAVIORS_IN_THE_AGRICULTURAL_SECTOR_IN_ASIA-OCEANIA_COUNTRIES/links/63f837460d98a97717b2781a/THE-ENTREPRENEURIAL-BEHAVIORS-IN-THE-AGRICULTURAL-SECTOR-IN-ASIA-OCEANIA-COUNTRIES.pdf


thai_investor_behavior, 2021, ai_trading, Stock price manipulation detection using deep unsupervised learning: The case of Thailand,  behaviors in the Thai stock market. Trading activities that deviate far from normal behaviors  to learn and cover most normal trading behaviors, which seems infeasible in the past due to , https://ieeexplore.ieee.org/abstract/document/9497085/


thai_investor_behavior, 2021, ai_trading, Market reactions towards changes in analysts' ratings and target prices, evidence from Thailand,  Furthermore, in the aspect of the contribution to the non-academic area, I expect this research to deliver more insight understanding about the investment behavior of the investors to all , https://digital.car.chula.ac.th/chulaetd/7680/


thai_investor_behavior, 2021, ai_trading, A Study on the Influence of Awe on Diversification of Consumer Behavior from the Perspective of Sino-Thai Cultural Differences,  Thailand on emotion and consumer behavior, this paper studied the impact of awe on diversified consumer behavior  cultural differences between China and Thailand on the impact by , http://www.nveo.org/index.php/journal/article/view/2069


thai_investor_behavior, 2021, ai_trading, Shedding Light on the Role of Corporate Governance and Firm Risk in Emerging Markets: Evidence from Thailand,  Using a sample of 448 non-financial listed firms in the Stock Exchange of Thailand (SET)  to exhibit two undesirable behaviors such as being self-interested and opportunistic. These , http://www.jap.tbs.tu.ac.th/files/Article/Jap55/Full/JAP55AdiJom.pdf


thai_investor_behavior, 2021, ai_trading, The Effect of Cases and Fatalities from COVID-19 Pandemic on Thai Stock Market,  and sense of security of the Thai people. Information on COVID-19 has a considerable effect on people’s behaviors as well as those of Thai investors in the Thai stock market. Thus, in , http://ethesisarchive.library.tu.ac.th/thesis/2021/TU_2021_6302042210_16050_20344.pdf


thai_investor_behavior, 2021, ai_trading, An exploratory study on the impact of the COVID-19 confinement on the financial behavior of individual investors,  on individual investor behavior is extensive (see infra), little is known about the impact of a financial crisis caused by a health issue on individual investors’ behavior and perceptions. , https://www.ceeol.com/search/article-detail?id=983512


thai_investor_behavior, 2021, ai_trading, Halloween Effect and Equity Mutual Funds in Thailand,  Using a sample of 97 Thailand equity funds during 2012-2021, we extend previous  First, we investigate the existence of Halloween effect in Thailand equity mutual funds. Second, we , https://digital.car.chula.ac.th/chulaetd/4718/


thai_investor_behavior, 2021, ai_trading, Thailand stock market reaction to COVID-19: the perspective of international exposure and multinational firm,  of worldwide exposure and multinational firms in Thailand. We use the cumulative abnormal  -19 outbreak in Thailand, sample data from a Thai company listed on the Thailand Stock , http://ethesisarchive.library.tu.ac.th/thesis/2021/TU_2021_6302042251_16051_20422.pdf


thai_investor_behavior, 2021, ai_trading, The impact of derivative warrant introduction: evidence from stock exchange of Thailand, The impact that derivative instrument has on the underlying stocks is important for regulators and investors to concern. This paper tries to examine the impact of derivative warrant , https://digital.car.chula.ac.th/chulaetd/7676/


thai_investor_behavior, 2021, ai_trading, Key success factors and framework of fundraising for early-stage startups in Thailand,  raising in Thailand on how startups in Thailand financing in  journey of selected startups in Thailand. The key elements  journey of startups in Thailand adopting an investor and startup , https://www.researchgate.net/profile/Ronnakorn-Ratananopdonsakul/publication/363281364_Key_Success_Factors_and_Framework_of_Fundraising_for_Early-Stage_Startups_in_Thailand/links/631623db1ddd4470213aaee5/Key-Success-Factors-and-Framework-of-Fundraising-for-Early-Stage-Startups-in-Thailand.pdf


thai_investor_behavior, 2021, ai_trading, Commodity prices and the stock market in thailand, This study aims to investigate the association between Thai stock market and the commodity markets using 20-year historical monthly data from January 2000 to January 2020. , https://www.zbw.eu/econis-archiv/bitstream/11159/8093/1/1762887363_0.pdf


thai_investor_behavior, 2021, ai_trading, The Dow Jones sustainability world index inclusion: Is this a good news for the listed companies in the Stock Exchange of Thailand?,  We investigate the trading behavior of index addition stocks to determine whether there is abnormal trading activity close to the announcement day (AD) and the day of change (CD). We , http://ethesisarchive.library.tu.ac.th/thesis/2021/TU_2021_6002042130_16022_20087.pdf


thai_investor_behavior, 2021, ai_trading, Attitudes of Young Consumers in Chiang Mai, Thailand toward YouTube Online Video and Audio Advertising,  of young consumers in Chiang Mai, Thailand, when they watch online audio-visual videos on YouTube, and explored their buying behaviors. The study found that entertainment, , https://www.scienpress.com/Upload/AMAE/Vol%2011_5_4.pdf


thai_investor_behavior, 2021, ai_trading, Effect of Internationalization on IPO Underpricing in Thailand: The Moderating Roles of Institutional Investors and Founder Status,  context of Thai listed companies, 1) to study the effect of internationality on initial public offerings (IPO) underpricing, 2) to examine the moderating effect of institutional investors on the , http://repository.rmutt.ac.th/dspace/handle/123456789/4143


thai_investor_behavior, 2021, ai_trading, Opportunities and challenges for Fintech Startups: The case study of Thailand,  This study demonstrates how regulations and laws in Thailand  In 2019, the Thai government developed a regulation sandbox  Bank of Thailand (BOT) and SET. FinTech founders and , http://www.assumptionjournal.au.edu/index.php/abacjournal/article/view/4522


thai_investor_behavior, 2021, ai_trading, Behavioral investor types and financial market players in Oman,  behavior of investor and their decisions. These reasons point to the importance of investor behavior  with more emphasis in Vietnam, Thailand and Singapore in their comparative study. , https://koreascience.kr/article/JAKO202100569402295.page


thai_investor_behavior, 2021, ai_trading, Stock return dispersion and performance of domestic equity funds in Thailand,  In addition to the instruments for the individual investors or market practitioners, it can fill  Thailand. Since the market display several characteristics such as the investors behavior, the , https://digital.car.chula.ac.th/chulaetd/7715/


thai_investor_behavior, 2021, ai_trading, Islamic index market sentiment: evidence from the ASEAN market,  countries (ie Singapore, Thailand and the Philippines) do not demonstrate any significance. This study also documents leverage effects in Malaysia, Thailand and Singapore but the , https://www.emerald.com/insight/content/doi/10.1108/JIABR-05-2020-0166/full/html


thai_investor_behavior, 2021, ai_trading, RELATIVE VALUATION OF AP (THAILAND) PUBLIC COMPANY LIMITED,  Then, multiply with the forecasted book value per share from 2021 Therefore, we get the target price at 2021 that should be 8.11 Thai Baht per share for trailing P/BV and 7.91 Thai Baht , https://archive.cm.mahidol.ac.th/handle/123456789/4461