algorithmic_trading, 2024, combinded_articles, Algorithmic trading using continuous action space deep reinforcement learning,  price prediction and algorithmic trading. The algorithm’s components and the proposed trading algorithm are introduced in Section 3. Section 4 provides some baseline algorithms and , https://www.sciencedirect.com/science/article/pii/S0957417423017475


algorithmic_trading, 2024, combinded_articles, Review of Recent Research Directions and Practical Implementation of Low-Frequency Algorithmic Trading,  algorithmic trading. Section 3 surveys the programming languages and platforms to research algorithmic trading. Section 4 demonstrates the domains of algorithmic trading. Section 5 , https://journals.e-palli.com/home/index.php/ajfti/article/view/2354


algorithmic_trading, 2024, combinded_articles, Algorithmic Trading and Heterogeneous Information: Experimental Evidence,  Riyanto 2 Mingyang Yan 3 This study investigates the impact of algorithmic trading  of different algorithmic trading strategies, coupled with varying degrees of algorithmic information, on , https://www.research-collection.ethz.ch/bitstream/handle/20.500.11850/663738/Dissertation_Stefan_Altmann.pdf?sequence=1#page=51


algorithmic_trading, 2024, combinded_articles, Algorithmic Trading and AI: A Review of Strategies and Market Impact,  This review explores the dynamic intersection of algorithmic trading  of algorithmic trading fueled by AI technologies. Examining the symbiotic relationship between advanced algorithms , https://wjaets.com/content/algorithmic-trading-and-ai-review-strategies-and-market-impact


algorithmic_trading, 2024, combinded_articles, Deep Reinforcement Learning Robots for Algorithmic Trading: Considering Stock Market Conditions and US Interest Rates,  to incorporate artificial intelligence into algorithmic trading. In particular,  in algorithmic trading. In this paper, we will implement a simple Deep Reinforcement Learning (DRL) trading , https://ieeexplore.ieee.org/abstract/document/10419157/


algorithmic_trading, 2024, combinded_articles, Machine learning in financial markets: A critical review of algorithmic trading and risk management,  in algorithmic trading and risk management within the realm of financial markets. The review begins by exploring the evolution of algorithmic trading,  Various ML algorithms, including , https://ijsra.net/content/machine-learning-financial-markets-critical-review-algorithmic-trading-and-risk-management


algorithmic_trading, 2024, combinded_articles, Algorithmic trading on financial time series using Deep Reinforcement Learning,  These developments have changed the paradigm of traditional trading and replaced algorithmic trading as much as possible. Algorithmic trading refers to the process that traders , https://www.researchsquare.com/article/rs-3910354/latest


algorithmic_trading, 2024, combinded_articles, Original Research Article Developing and testing a custom algorithmic trading strategy using exponential moving average, relative strength index, and sentiment …,  Most algorithmic trading strategies rely on a single technical indicator; however, it has been  a trading strategy profitable. Therefore, this paper proposes a custom algorithmic trading , http://jai.front-sci.com/index.php/jai/article/view/1328


algorithmic_trading, 2024, combinded_articles, ALGORITHMIC TRADING STRATEGY DEVELOPMENT USING MACHINE LEARNING,  Automated trading systems must  the algorithmic trading issue. Recurrent neural networks, deep reinforcement learning, and reinforcement learning were used to implement the trading , https://jestec.taylors.edu.my/Special%20Issue%20on%20ICIT2022_1/ICIT2022_1_03.pdf


algorithmic_trading, 2024, combinded_articles, Deep Reinforcement Learning Unleashing the Power of AI in Decision-Making,  The utilization of neural networks allows DRL algorithms to handle  Through a process of trial and error, DRL algorithms can learn  for portfolio optimization, algorithmic trading, and risk , https://ojs.boulibrary.com/index.php/JAIGS/article/view/36


algorithmic_trading, 2024, combinded_articles, ESG driven pairs algorithm for sustainable trading: Analysis from the Indian market,  an algorithmic trading framework integrating Environmental, Social, and Governance (ESG) ratings with a pairs trading  returns exceeding conventional pairs trading strategies, while , https://arxiv.org/abs/2401.14761


algorithmic_trading, 2024, combinded_articles, Multi-agent trading environment for training robust reinforcement learning agents,  To set some common grounds and familiarize the reader with the mechanisms of financial markets and various methods of algorithmic trading we provide a brief description of how the , https://dspace.cuni.cz/handle/20.500.11956/188486


algorithmic_trading, 2024, combinded_articles, TradeMaster: A Holistic Quantitative Trading Platform Empowered by Reinforcement Learning,  trading (RLFT) research has shown stellar performance on many quantitative trading tasks.  and realized utilization of RL in financial trading. In particular, orchestrating an RLFT project , https://proceedings.neurips.cc/paper_files/paper/2023/hash/b8f6f7f2ba4137124ac976286eacb611-Abstract-Datasets_and_Benchmarks.html


algorithmic_trading, 2024, combinded_articles, Navigating the technical analysis in stock markets: Insights from bibliometric and topic modeling approaches,  The algorithmic trading cluster explores the use of algorithms  in the incorporation of genetic algorithms within a two-step  and efficiency of the algorithmic trading system, showcasing , https://pure.jgu.edu.in/id/eprint/7411/


algorithmic_trading, 2024, combinded_articles, Two Algos, One Option: Impact of New Technology on Mispricing and Hedging Strategies,  We find that algorithmic traders lead to better pricing if they have good information, but don’t  specific algorithmic trading strategies, each rooted in a unique predefined trading approach, , https://www.research-collection.ethz.ch/handle/20.500.11850/663738


algorithmic_trading, 2024, combinded_articles, Financial applications of machine learning using R software,  Algorithmic trading refers to the use of algorithms to make better trading decisions. Usually,  Additionally, algorithmic trading does not make trading decisions based on emotions, which , https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4716425


algorithmic_trading, 2024, combinded_articles, Cognitive Abilities and Individual Earnings in Hybrid Continuous Double Auctions,  that there might be algorithmic trader participants present. Following the CDA task, we asked each participant whether they believed an algorithmic trader participated in the market. We , https://digitalcommons.chapman.edu/esi_working_papers/401/


algorithmic_trading, 2024, combinded_articles, Limit Order Book Simulations: A Review,  were used by the researchers as priors to develop their models and formulate a list of stylized facts which we believe are the more important ones for applications in algorithmic trading. , https://arxiv.org/abs/2402.17359


algorithmic_trading, 2024, combinded_articles, The Dirty Little Robot,  Our journey led us to the development and testing of our innovative algorithmic trading bot, named" The Dirty Little Robot." Our algorithmic trading bot was specifically crafted to excel in , https://unora.unior.it/bitstream/11574/225400/1/jaqm_vol17_issue234.pdf#page=68


algorithmic_trading, 2024, combinded_articles, Artificial Intelligence in stock broking: A systematic review of strategies and outcomes,  in algorithmic trading Reinforcement learning has gained attention for its potential in algorithmic trading,  The application of reinforcement learning algorithms in algorithmic trading has , https://wjarr.com/sites/default/files/WJARR-2024-0442.pdf


algorithmic_trading, 2024, combinded_articles, FinTech Frontiers: Cloud Computing and Artificial Intelligence Applications for Intelligent Finance Investment and Blockchain in the Financial Sector,  The focus then shifts to AI applications, including the effects of robot-advisors, algorithmic trading, and statistical analysis on the reshaping investments methods. The story then flows , https://www.ijisae.org/index.php/IJISAE/article/view/3846


algorithmic_trading, 2024, combinded_articles, Using Hybrid Machine learning Models for Stock Price Forecasting and Trading.,  Trading stocks of publicly traded  traders in buying and selling stocks. Recently, the focus increased on using Machine learning models to predict stock prices and algorithmic trading as , https://fount.aucegypt.edu/etds/2285/


algorithmic_trading, 2024, combinded_articles, Machine Learning in Financial Markets: Predictive Modeling for Trading Strategies,  Algorithmic trading: Machine learning algorithms are widely used in algorithmic trading systems to automate the execution of trades based on predefined rules and strategies. These , https://easychair.org/publications/preprint_download/qhDh9


algorithmic_trading, 2024, combinded_articles, Research on Uncertainty and its Application in Financial Markets,  The role of technology and algorithmic trading in uncertain  well as how algorithms and high-frequency trading are affected how technology and algorithmic trading are changing roles in , https://drpress.org/ojs/index.php/HBEM/article/view/16314


algorithmic_trading, 2024, combinded_articles, Comparison of Deep Reinforcement Learning Algorithms for Trading Strategy,  algorithms paved the way for the adoption of DRL in trading.  with deep neural networks, enabling algorithms to learn from  applications in trading, including algorithmic trading, portfolio , https://www.atlantis-press.com/proceedings/dai-23/125998082


algorithmic_trading, 2024, combinded_articles, AI in Finance: Applications, Risks, and Regulatory Considerations,  and Exchange Commission (SEC): The SEC regulates securities markets and securities professionals in the United States, overseeing the use of AI in areas such as algorithmic trading, , https://www.researchgate.net/profile/Joseph-Oluwaseyi-2/publication/378429043_AI_in_Finance_Applications_Risks_and_Regulatory_Considerations/links/65d8a63aadc608480ae48cad/AI-in-Finance-Applications-Risks-and-Regulatory-Considerations.pdf


algorithmic_trading, 2024, combinded_articles, Tec Empresarial,  Algorithmic trading is highlighted for its ability to remove emotional biases through pre-programmed, datadriven decisions. Additionally, the contrast in psychological foundations , https://revistas.tecac.cr/index.php/tec_empresarial/article/pdf/2024/160.pdf


algorithmic_trading, 2024, combinded_articles, MODERN APPROACHES TO RISK MANAGEMENT IN INVESTMENT PORTFOLIOS: STRATEGIES IN MARKET VOLATILITY,  Algorithmic trading, dynamic asset allocation models, and behavioral insights contribute to a comprehensive toolkit for managing risk during market volatility. The paper assesses the , https://injole.joln.org/index.php/ijle/article/view/71


algorithmic_trading, 2024, combinded_articles, Heuristic Tail-Hedging Using Put Options,  of human and algorithmic traders. As we chose a small spread for our algorithmic trading strategies, we did not expect the market-making algorithm to outperform human traders strongly , https://www.research-collection.ethz.ch/bitstream/handle/20.500.11850/663738/Dissertation_Stefan_Altmann.pdf?sequence=1#page=87


algorithmic_trading, 2024, combinded_articles, Deep transformer-based asset price and direction prediction,  The application of algorithmic trading approaches involving the transformation of time series  To the best of our knowledge, the utilization of algorithmic trading by transforming time , https://ieeexplore.ieee.org/abstract/document/10414094/


algorithmic_trading, 2024, combinded_articles, The Flash Crash: The Impact of High-Frequency Trading on the Stability of Financial Market,  genesis traces back to the early 2000s, dovetailing the rise of digital trading. It is algorithmic trading marked by rapid speeds, elevated turnover rates, and a high ratio of orders to trades. , https://drpress.org/ojs/index.php/HBEM/article/view/16335


algorithmic_trading, 2024, combinded_articles, Assessing the potential profitability of automated power market trading using event signals sourced from grid frequency data,  novel energy-trading strategy, and we use Brady Technologies’ algorithmic trading platform,  More specifically, we demonstrate with an offline analysis of trades that a systematic trading , https://www.bradytechnologies.com/wp-content/uploads/JEM-Reactive-Brady-Paper.pdf


algorithmic_trading, 2024, combinded_articles, REVOLUTIONIZING FINANCIAL SERVICES: THE ROLE OF EMERGING TECHNOLOGIES AND E-MASTERS IN FINANCIAL TECHNOLOGY AND …,  FinTech encompasses a broad spectrum of innovations ranging from digital banking solutions to algorithmic trading platforms, each designed to streamline processes, enhance , https://www.researchgate.net/profile/Yoganandham-Govindharaj-2/publication/378495932_REVOLUTIONIZING_FINANCIAL_SERVICES_THE_ROLE_OF_EMERGING_TECHNOLOGIES_AND_E-MASTERS_IN_FINANCIAL_TECHNOLOGY_AND_MANAGEMENT/links/65dd61c2c3b52a1170fbe189/REVOLUTIONIZING-FINANCIAL-SERVICES-THE-ROLE-OF-EMERGING-TECHNOLOGIES-AND-E-MASTERS-IN-FINANCIAL-TECHNOLOGY-AND-MANAGEMENT.pdf


algorithmic_trading, 2024, combinded_articles, A Comprehensive Study on Integration of Big Data and AI in Financial Industry and its Effect on Present and Future Opportunities,  Trading Strategies: According to a paper published in The Journal of Finance, algorithmic trading  The authors of the paper analyzed the effect of algorithmic trading on market quality , https://hal.science/hal-04456267/


algorithmic_trading, 2024, combinded_articles, Estimating A Logistic Regression Model on The Role of Artificial Intelligence on Derivative Markets: https://doi. org/10.34047/MMR. 2024.112,  In adoption of AI algorithmic trading policy makers are  the risk of autonomous AI algorithmic trading risks through the mandat effect of autonomous AI algorithmic trading on their financial , http://mmriom.com/index.php/mmr/article/view/94


algorithmic_trading, 2024, combinded_articles, Learning the Market: Sentiment-Based Ensemble Trading Agents,  learning ensemble algorithms for stock trading, and design a  , resulting in automated trading agents that effectively consider  as well as single agent algorithms and market metrics. Our , https://arxiv.org/abs/2402.01441


algorithmic_trading, 2024, combinded_articles, " Transforming Financial Services: The Impact of AI on JP Morgan Chase's Operational Efficiency and Decision-Making,  The integration of AI techniques in algorithmic trading empowers JP Morgan Chase to implement sophisticated risk management strategies. AI algorithms can analyze vast amounts of , https://ijsret.com/wp-content/uploads/2024/01/IJSRET_V10_issue1_138.pdf


algorithmic_trading, 2024, combinded_articles, Trend-Enhanced Improved Bollinger Bands Trend-Following High-Frequency Trading Strategy for Futures Market,  trading, exerting a profound influence on the operational mechanisms of the financial market.  -frequency trading is a special type of algorithmic trading that is based on a certain trading , https://drpress.org/ojs/index.php/HBEM/article/view/16586


algorithmic_trading, 2024, combinded_articles, Selection and multi-objective optimisation of stock portfolio using a combination of machine learning methods and meta-heuristic algorithms,  Therefore, the use of algorithmic trades in financial markets seems inevitable. Selection and formation of the investment portfolio is one of the algorithmic trading methods that uses , http://www.ijfma.ir/article_22212.html


algorithmic_trading, 2024, combinded_articles, Addressing Challenges, Exploring Techniques, and Seizing Opportunities for AI in Finance,  In addition to its capabilities, the article details AI applications across wideranging financial sectors, including market prediction, fraud detection, algorithmic trading, and consumer , https://www.researchgate.net/profile/Tayyab-Muhammad-2/publication/378488031_Addressing_Challenges_Exploring_Techniques_and_Seizing_Opportunities_for_AI_in_Finance/links/65dca6d5adf2362b635a054b/Addressing-Challenges-Exploring-Techniques-and-Seizing-Opportunities-for-AI-in-Finance.pdf


algorithmic_trading, 2024, combinded_articles, Human-machine social systems,  Furthermore, with their presence, algorithmic traders make human traders act  algorithmic traders to participate in the market compared to markets where they expect only human traders [, https://arxiv.org/abs/2402.14410


algorithmic_trading, 2024, combinded_articles, Machine Learning Techniques for Genomic Data Analysis and Computer Vision Integration,  Algorithmic trading: Machine learning algorithms are widely used in algorithmic trading systems to automate the execution of trades based on predefined rules and strategies. These , https://easychair.org/publications/preprint_download/WxNV


algorithmic_trading, 2024, combinded_articles, Big Data in Finance: Data processing and storage solutions for handling large financial datasets.,  Algorithmic trading systems use machine learning models to execute trades based on  requiring real-time processing, such as algorithmic trading and IoT-based financial applications. B, https://www.researchgate.net/profile/Hubert-Klaus-2/publication/377330722_Big_Data_in_Finance_Data_processing_and_storage_solutions_for_handling_large_financial_datasets/links/65a07a14c77ed940477148c6/Big-Data-in-Finance-Data-processing-and-storage-solutions-for-handling-large-financial-datasets.pdf


algorithmic_trading, 2024, combinded_articles, Synergistic Formulaic Alpha Generation for Quantitative Trading based on Reinforcement Learning,  for various quantitative trading tasks such as algorithmic trading and portfolio management [ returns from raw features associated with stock trading. Typically, it calculates correlations , https://arxiv.org/abs/2401.02710


algorithmic_trading, 2024, combinded_articles, Essays on Trading and Manipulation in Financial Markets,  flow signal differs for daily and intraday trading, and the study needs to be built separately for intraday frequencies such as high-frequency trading, algorithmic trading, and daily trading. , https://openaccess.city.ac.uk/id/eprint/32279/


algorithmic_trading, 2024, combinded_articles, Federated Deep Learning Architecture for Technical Analysis of the Standard Souq Using Optimization Technique,  of quantitative finance and algorithmic trading, where mathematical models and algorithms have been utilized to understand market behavior and execute trading strategies for decades, https://www.ijisae.org/index.php/IJISAE/article/view/3974


algorithmic_trading, 2024, combinded_articles, Stack bricolage and infrastructural impermanence in financial machine-learning modelling,  The quant’s view was echoed by an algorithmic trader-turned-consultant and researcher, who expressed his concern with off-the-shelf analytics toolkits in the following way: , https://www.tandfonline.com/doi/abs/10.1080/17530350.2023.2229347


algorithmic_trading, 2024, combinded_articles, The Economics and Finance Letters,  algorithms eventually send smaller portions of the complete order to the market (Hentzen et al., 2022). Algorithmic trading  Algorithmic traders commonly use high-frequency trading , https://www.researchgate.net/profile/Chizoba-Ajah/publication/377625059_The_role_of_artificial_intelligence_and_financial_engineering_for_listed_service_companies_in_Nigeria/links/65afc8376c7ad06ab425b89b/The-role-of-artificial-intelligence-and-financial-engineering-for-listed-service-companies-in-Nigeria.pdf


algorithmic_trading, 2024, combinded_articles, Assessment of the impact of big data analysis on decision-making in stock trading processes,  In recent years, the adoption of algorithmic trading in stock markets has surged, revealing its potential for superior performance compared to traditional approaches. The allure of , https://www.sciencedirect.com/science/article/pii/S187705092302149X


thai_investor_behavior, 2022, ai_trading, FACTORS AFFECTING FINANCIAL INVESTING BEHAVIOR IN FOREIGN INVESTMENT FUNDS (EQUITY FUNDS) OF THAI INVESTORS IN BANGKOK,  The purpose of this research was to examine the investment behaviors of Thai investors in  behaviors in equity funds with a focus on foreign investment funds of Thai investors in , http://ir-ithesis.swu.ac.th/dspace/handle/123456789/2088


thai_investor_behavior, 2022, ai_trading, Financial Return Crowdfunding in Thailand and Investor Motivation Mechanism,  Most Thai investors tended to invest less than 15% of their  Using PLS-SEM, the researcher found that Thai investors  This research provided a conceptual model of how Thai investors , https://so04.tci-thaijo.org/index.php/ATI/issue/download/17577/4555#page=78


thai_investor_behavior, 2022, ai_trading, Identifying Factors Influencing Investor Behavior in the Stock Market,  investor behavior, the second aim of this study was to comprehensively compare the factors that influence investor behavior  in Nigeria, Thailand, Vietnam, and India. It was found that , https://www.jsr.org/hs/index.php/path/article/view/3701


thai_investor_behavior, 2022, ai_trading, The Influence of Savings for Investment as a Moderator Variable between Customer Equity and Behavioral Loyalty of Thai Investors,  behavioral loyalty among stock market investors in Thailand. The study used quantitative research. The sample used, was comprised of 1208 investors in Thailand.  of investors with an , http://www.assumptionjournal.au.edu/index.php/abacjournal/article/view/4546


thai_investor_behavior, 2022, ai_trading, Determinant Factors of Overconfidence, Herding Behavior, and Investor Elements on Investment Decision Making in China,  behavioral elements on investor decisions. The goal of the study of financial behavior is to comprehend how investor behavior  When trading equities on the capital markets, investors , https://ojs.wiserpub.com/index.php/UJFE/article/view/1810


thai_investor_behavior, 2022, ai_trading, Investment Decision-Making: A Comparison of Finland and Thailand,  The main objective of this study is to explore cultural differences in Finland and Thailand,  107 responses were gathered from Finnish and Thai investors, which were later analyzed , https://aaltodoc.aalto.fi/handle/123456789/114220


thai_investor_behavior, 2022, ai_trading, FACTORS INFLUENCING INVESTORS'INVESTMENT IN FOREIGN INVESTMENT FUND-THE CASE OF INVESTORS IN BANGKOK METROPOLITAN AREA,  for Thailand. According to a recent study by the Bank of Thailand, the Thai investors have been investing  on investment behaviors towards mutual funds both in Thailand and abroad, , https://ojs.lib.buu.ac.th/index.php/commerce/article/view/8053


thai_investor_behavior, 2022, ai_trading, Retail investor attention and stock price crash risk: case study in Thailand,  But in Thailand, there are few of literature related to stock price crash risk. To contribute  retail investor attention in future price crash risk in the Thai stock market. The investor's attention , http://ethesisarchive.library.tu.ac.th/thesis/2022/TU_2022_6402042169_17859_26303.pdf


thai_investor_behavior, 2022, ai_trading, The structural equation modelling of factors affecting savings and investment behaviors of generations Z in Thailand,  financial literacy among Thai Generations Z, who will become a significant force for Thailand's future development. This study will provide information on Thai Generations Z's savings , https://sobiad.org/menuscript/index.php/ijebeg/article/view/943


thai_investor_behavior, 2022, ai_trading, The effect of brand equity on investor loyalty in online securities trading using the Technology Acceptance Model,  particular attention to investor behaviors, perceived  Thai online SET investors. The study thus concludes that the SET online platform influences online Thai investors, and their behavior , http://ieeca.org/journal/index.php/JEECAR/article/view/829


thai_investor_behavior, 2022, ai_trading, The impact of COVID-19 on investors' herding behavior in the ASEAN-5 stock market,  This study shows that there is herding behavior in Thailand but not in the Philippines, Singapore, Indonesia, and Malaysia stock markets during the pandemic. This study shows , https://library.oapen.org/bitstream/handle/20.500.12657/57755/9781000777840.pdf?sequence=1#page=167


thai_investor_behavior, 2022, ai_trading, Investor Sentiments and Stock Risk and Return: Evidence from Asian Stock Markets,  Investor behavior affected by the changes in stock price eg, mispricing which enhances the  of the sentiment of investors explained by market fundamentals of Thailand. Turkey results , https://cssrjournal.com/index.php/cssrjournal/article/view/155


thai_investor_behavior, 2022, ai_trading, Factors affecting purchasing behavior on Chinese investors in real estate in Thailand,  affecting purchase behavior on Chinese investors of real estate in Thailand after the  behavioral control, and finance impact on Chinese investors' purchase of real estate in Thailand. , http://www.assumptionjournal.au.edu/index.php/icesde/article/view/6885


thai_investor_behavior, 2022, ai_trading, Investors' reactions to COVID-19 related announcements: evidence from the cargo shipping industry, Purpose The purpose of this study is to examine the impact of the corona virus (COVID-19) pandemic on stock returns of listed cargo shipping companies. Design/methodology/, https://www.emerald.com/insight/content/doi/10.1108/RBF-04-2021-0071/full/html


thai_investor_behavior, 2022, ai_trading, Factors Impact Investor Decision to Hospitality & Tourism Transaction in SET50 Index Stock Market in Thailand,  to make the right decision and make a profit in the Thai stock ticket  Thai stock market and Thai Investors’ financial behavior, this paper draws on previous research results. For investors, , https://ojs.piscomed.com/index.php/L-E/article/view/2720/2556


thai_investor_behavior, 2022, ai_trading, Large international corporate bonds: Investor behavior and firm responses,  A related but separate strand of the literature shows how changes in benchmark indexes might affect investor behavior and ultimately affect asset prices. Our paper adds to this literature , https://www.sciencedirect.com/science/article/pii/S0022199622000563


thai_investor_behavior, 2022, ai_trading, A causal relationship model of factor affecting the wealth creation of digital asset investment in Thailand, The objectives of this research were 1.) to study the level of opinion of Millennials investors towards wealth creation in digital asset investment and 2) to analyze the causal factors , https://journalppw.com/index.php/jpsp/article/view/9167


thai_investor_behavior, 2022, ai_trading, an Investigation of Financial Attitudes and Subjective Norms Influencing Retirement Planning,  behavior of their children. Thus, this research argues that parents with healthy money management behavior  this study were Thai and international employees working in Thailand, 400 , https://euraseans.com/index.php/journal/article/view/303


thai_investor_behavior, 2022, ai_trading, International Journal of Advanced Multidisciplinary Research and Studies,  behavior or the bandwagon effect. When they imitate the investing behavior of other investors  regression (MLR) to investigate Thailand's investor investment decisions during COVID-19, https://www.multiresearchjournal.com/admin/uploads/archives/archive-1665918582.pdf


thai_investor_behavior, 2022, ai_trading, Mapping the Thai entrepreneurial ecosystem: Constraints, trends, entrepreneurial intention and initiative,  of entrepreneurial behavior and how Thai entrepreneurs solve  that Thai entrepreneurs conjugate common patterns of entrepreneurial behavior, with some elements unique to the Thai , https://pubs.aip.org/aip/acp/article-abstract/2644/1/020001/2831152


thai_investor_behavior, 2022, ai_trading, Impact of Lunar Cycle on Stock Returns and Volume,  It reveals that the moon logically influences human behavior by also  Behavioral finance provides the foundation for this aspect. Behavioral finance relationship for investor behavior of , https://mgt.sjp.ac.lk/fin/wp-content/uploads/2024/01/SCF2022.pdf#page=57


thai_investor_behavior, 2022, ai_trading, Do institutional investors aggravate or attenuate stock return volatility? Evidence from Thailand,  institutional investors increase or decrease the volatility of stock returns in the Thai stock  , a database provided by the Stock Exchange of Thailand (SET). Our sample is a balanced , https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4053242


thai_investor_behavior, 2022, ai_trading, The analysis of enhanced momentum strategies in the Stock Exchange of Thailand,  of the EMH, arguing that it fails to account for the role of behavioral factors in stock market prices and that market inefficiencies can result from the actions of rational but fallible investors. , https://digital.car.chula.ac.th/chulaetd/5867/


thai_investor_behavior, 2022, ai_trading, Individual Investors' Behavioral Biases in Vietnam Stock Market: A Qualitative Approach,  biases such as excessive optimism, overconfidence, anchoring bias In this work, Johnsson et al. get the results that behavioral biases of individual investor with high percentage , https://www.researchgate.net/profile/Mahmoud-Omid/post/How_oil_gold_and_stock_market_prices_are_correlated/attachment/59d6347bc49f478072ea2cad/AS%3A273654238121988%401442255662815/download/zhoujian201410.pdf


thai_investor_behavior, 2022, ai_trading, Effects of geopolitical risks and political uncertainties on stock markets: Country specific new generation panel data analysis for developing Asian countries,  affect financial markets and investor behavior. In this study, the  of the stock markets in India, Thailand and Philippines, and it  and Thailand. As the results achieved are heterogeneous, , https://www.aseestant.ceon.rs/index.php/jouproman/article/view/38252


thai_investor_behavior, 2022, ai_trading, Monetary Policy and Risk-Taking: Evidence from Thai Corporate Bond Markets,  Using the Bank of Thailand’s confidential debt securities  , rather than banks and institutional investors, are the prime holder  of bond investors are prone to the search-for-yield behavior. , https://www.pier.or.th/files/dp/pier_dp_186.pdf


thai_investor_behavior, 2022, ai_trading, Gambling attention and retail trading volume,  are explained using various economic and behavioral factors. SVI is a behavioral factor. It is  𝐺 and 𝛽𝑆𝐾𝐸𝑊,1 𝐺 , this study concludes that Thai retail investors prefer lottery-like stocks. , http://www.assumptionjournal.au.edu/index.php/abacjournal/article/view/6745


thai_investor_behavior, 2022, ai_trading, The dynamic correlation between cryptocurrency and Thai financial assets with the impact of global macro-level variables,  Moreover, they observed that the uncertainty caused by investor behavior was a better predictor of long-term cryptocurrency volatility than economic fundamentals. The , http://ethesisarchive.library.tu.ac.th/thesis/2022/TU_2022_6304040048_17749_25840.pdf


thai_investor_behavior, 2022, ai_trading, Investors' Behavior in Alternative Asset Classes,  evidence that investors are not  behavior (ie, the utility function has convex segments). The aim of this paper is to analyze investor preferences and beliefs by testing whether investors , https://spoudai.unipi.gr/index.php/spoudai/article/view/2963


thai_investor_behavior, 2022, ai_trading, Board diversity, military connections, and their effects on initial public offering in Thailand,  Again, behavioral of investors are assumed to be the  Therefore, signals are important for the investors to rely on to  of investors on board characteristics of the IPO firms in Thailand. , http://ethesisarchive.library.tu.ac.th/thesis/2022/TU_2022_6402042326_17705_25625.pdf


thai_investor_behavior, 2022, ai_trading, It's COVID-19 chaos! Is the temporary restriction on short selling in Thailand effective?,  has been increasingly attracting attention from global investors as lucrative investment alternatives. For example, the Australians invest in the Thai stock market was reported at A$4.7 , https://www.tandfonline.com/doi/abs/10.1080/23322039.2022.2106633


thai_investor_behavior, 2022, ai_trading, MANAGEMENT ACTIVITY, TAX PRIVILEGE, AND PERFORMANCE PERSISTENCE OF THAI EQUITY FUNDS IN 2008-2017,  This study aims to (1) categorize Thai mutual funds based on management activity using the  We calculated tracking error and Active Share for 112 Thai equities funds across 20 , https://agbioforum.org/sobiad.org/menuscript/index.php/ijefs/article/view/1115


thai_investor_behavior, 2022, ai_trading, A study on government lottery buying behavior: the cases of Thai consumers in Bangkok and korean consumers in Seoul using online questionnaire,  behavior. The objectives of this research are to study the behavior of the lottery consumers between Thai  The number of participants of Thai and Korean consumers should be separated, https://digital.car.chula.ac.th/chulaetd/5918/


thai_investor_behavior, 2022, ai_trading, IFRS adoption and the value relevance: Evidence from the stock exchange of Thailand,  of Thai culture, Thai investors’ investment behavior, domestic economy, and political situations are omitted. This possibly justify the difference in the findings of studies in Thai market as , https://so02.tci-thaijo.org/index.php/JFAC/article/download/254477/172032/952927


thai_investor_behavior, 2022, ai_trading, The Analysis of Causal Factors Influencing on Information Asymmetry of Listed Companies on the Stock Exchange of Thailand,  4.3 Institutional Shareholders in the business will encourage good corporate governance behavior. It is measured by the shareholding ratio of institutional investors and must have a , https://www.agbioforum.org/sobiad.org/menuscript/index.php/ijebeg/article/view/1255


thai_investor_behavior, 2022, ai_trading, A Study on Attitude of Thai International Business Management Students Towards Japanese Working Culture,  It is important to note that public scolding is a common strategy among Japanese supervisors; nonetheless, this behavior causes disagreements and has a negative effect in Thai society, https://rmis.sru.ac.th/proceedings/2022/The-Proceeding-SRUCon2022-2.pdf#page=112


thai_investor_behavior, 2022, ai_trading, Financial literacy and financial risk tolerance of lottery gamblers in Thailand,  The results of the study provide insights on gambling behavior, as well as reveal factors affecting the frequency of purchasing lottery tickets. If the decrease in unnecessary expenses , https://search.proquest.com/openview/eddb39ef7fe00d7fb8599ab57d281941/1?pq-origsite=gscholar&cbl=28871


thai_investor_behavior, 2022, ai_trading, SENSITIVITY ISLAMIC STOCK RETURN IN ASIA: THE EFFECT OF EXCHANGE RATE VOLATILITY.,  , which, in the end, with the investor behavior effect, will have an impact on the company's  investors will not react to the foreign exchange market. Thailand welcomes foreign investors , https://e-journal.unair.ac.id/JEBIS/article/download/39018/23294


thai_investor_behavior, 2022, ai_trading, TRANSFORMATION OF CUSTOMER BEHAVIOR TO FINTECH SERVICE DURING THE COVID-19 SITUATION IN THAILAND.,  This study will conduct insight information from 13 interviewees in Thailand and currently get affected by the pandemic impacts. The interviewees are selected from the various , https://archive.cm.mahidol.ac.th/handle/123456789/4648


thai_investor_behavior, 2022, ai_trading, Exchange rate, gold price, and stock price correlation in asean-5: evidence from covid-19 era,  Thailand and Indonesia have the greatest and lowest mean values, respectively. Thailand's  Investor behavior may change as a result of the pandemic. If the cryptocurrency is generally , https://jurnalmanajemen.petra.ac.id/index.php/man/article/view/24105


thai_investor_behavior, 2022, ai_trading, Equity sector investing over business cycles: The case of Thailand,  The primary analysis of sectoral stock returns in this study was based on the Thailand stock market that had never been studied in this area. The data were exported from Thomson , https://so04.tci-thaijo.org/index.php/kjss/article/download/258496/175117/958303


thai_investor_behavior, 2022, ai_trading, The relationship between traffic congestion and stock market returns,  Moreover, traffic congestion induces investor stress, thereby altering decision-making. Stock  behavioral reasons. This study analyzes the relationship between Bangkok traffic and Thai , http://www.assumptionjournal.au.edu/index.php/abacjournal/article/view/6074


thai_investor_behavior, 2022, ai_trading, The effect of sustainability index inclusion on equity fund allocation evidence from Thailand,  development where institutional investors, or Thai equity mutual funds to the progression of ESG investing in Thailand is the tax  of the Thai equity mutual funds toward the ESG investing. , https://digital.car.chula.ac.th/chulaetd/8108/


thai_investor_behavior, 2022, ai_trading, Factors driving Thailand rice farmer decision-making in the choice of marketing channel,  Secondly, a theoretical limitation is that this study only looked at past behavior and intentional behavior, whilst the original TRA/TPB suggests that intention is a predictor of actual , https://www.emerald.com/insight/content/doi/10.1108/BFJ-11-2020-1040/full/html


thai_investor_behavior, 2022, ai_trading, … RISKS AND BALANCING PARTIES'INTERTESTS IN EQUITY CROWDFUNDING: A STUDY ON THE REGULATIONS IN THE USA, THE EU AND THAILAND,  that Thai equity-crowdfunding regime cannot strike a balance between capital formation and investor  Moreover, it can prevent the investors’ herding behavior by ensuring that their , http://ethesisarchive.library.tu.ac.th/thesis/2022/TU_2022_6301040140_16655_22648.pdf


thai_investor_behavior, 2022, ai_trading, The effects of intellectual capital, innovative behavior, and absorptive capacity on organizational effectiveness in the service industry in Thailand-the moderating role …,  to Thai listed companies of the services industry at the SET and MAI. There are reasons to choose Thai  Moreover, the knowledge-based economy has become a trend in Thailand, more , https://repository.nida.ac.th/handle/662723737/5616


thai_investor_behavior, 2022, ai_trading, News Consumption Behaviors among Voters in Capital's Gubernatorial Election: Evidence in Bangkok, Thailand,  In summary, lessons learned from voters in Bangkok, Thailand, indicate that inhabitants of the capital city of a developing country nowadays follow local election news and information , https://socialspacejournal.eu/menu-script/index.php/ssj/article/view/20


thai_investor_behavior, 2022, ai_trading, A Descriptive Phenomenological Analysis of the Financial Blueprints and Coping Mechanisms of Overseas Filipino Workers in Thailand.,  Filipino Workers (OFWs) in Thailand. The purpose of the  from informants who had lived in Thailand for more than eight years.  intelligence among most OFWs in Thailand. Likewise, the , https://so01.tci-thaijo.org/index.php/hbds/article/download/255964/171397/971346


thai_investor_behavior, 2022, ai_trading, Should the company pay dividend during the pandemic period and should investor invest in the company stock?,  out of the total 473,324 companies in Thailand encountered challenges related to tight  investor behavior and dividend announcements convey new and valuable information to investors, http://ethesisarchive.library.tu.ac.th/thesis/2022/TU_2022_6402042342_17769_25823.pdf


thai_investor_behavior, 2022, ai_trading, The moderating effect of digital and financial literacy on the digital financial services and financial behavior of MSMEs,  the savings, financing, and investing behavior of micro, small,  ings, borrowing, and investing behavior of MSME owners in  Philippines lags behind Indonesia, Thailand, Malaysia, and , https://www.researchgate.net/profile/Imelda-Angeles-2/publication/365956676_The_Moderating_effect_of_Digital_and_Financial_Literacy_on_the_Digital_Financial_Services_and_Financial_Behavior_of_MSMEs/links/63c0c1ff4c7e7c4e51232fdd/The-Moderating-effect-of-Digital-and-Financial-Literacy-on-the-Digital-Financial-Services-and-Financial-Behavior-of-MSMEs.pdf


thai_investor_behavior, 2022, ai_trading, Factors Affecting Millennials' Perspective on Investment Decision Behavior during the Pandemic,  Behavioral psychology was examined by the China Equity Investor Survey through the  The result of this study indicated that investors do not always engage in rational behavior as , http://www.ijmaberjournal.org/index.php/ijmaber/article/view/614


thai_investor_behavior, 2022, ai_trading, CONSUMERS'RESEARCH ON COSMETIC BRANDS PREFERENCE AND PURCHASING BEHAVIOR: THAI BRANDS AND CHINESE DOMESTIC BRANDS …,  ethnocentrism and Chinese goods purchasing behavior relationship model, collects data  in the context of Chinese and Thai brands. And help Thai cosmetics manufacturers to gain a , https://www.academia.edu/download/94115457/491.pdf


thai_investor_behavior, 2022, ai_trading, Volatility spillover between stock returns and oil prices during the Covid-19 pandemic in ASEAN,  Investor behavior in the capital market provides the framework for investing at some point during  Furthermore, stock markets in some developing countries, such as Thailand, are placed , https://www.zbw.eu/econis-archiv/bitstream/11159/8494/1/1797600958_0.pdf


thai_investor_behavior, 2022, ai_trading, The Effect of Corporate Governance toward Dividend Payout Ratio,  monitor more effectively and control opportunistic behavior. However, board independence  for investors. Meanwhile, the meeting of the board of commissioners in Thailand showed , http://repository.ubaya.ac.id/42962/


thai_investor_behavior, 2022, ai_trading, Synthesize In-depth Interview of Indian Entrepreneurial Perspective of Human Resource Organizational Values Multinational Indian Companies in Thailand,  Indian multinational corporation values In addition, it is consistent with modern corporate behavior and Today's Indian companies are ready to develop their progress in both Thailand , https://www.dirpub.org/images/proceedings_pdf/ED12211012.pdf


thai_investor_behavior, 2022, ai_trading, Efficient market and the COVID-19 pandemic: Case of ASEAN-5,  In contrast, Thailand has the highest mean market return of 0.0006, which implies quite a  that Thailand has a relatively higher risk than Singapore and Malaysia. In addition, Thailand , http://jurnal.ywnr.org/index.php/cfabr/article/view/7


thai_investor_behavior, 2022, ai_trading, New Normal Creative Pop-Culture Tourism Promotion in Chiang Mai, Lamphun, and Lampang for Chinese Tourists,  The result of this research presented the behaviors of Chinese tourists who visit Thailand’s Lanna tourism cluster for film tourism. Most of the tourists were female, aged 3135 years old, , https://dialnet.unirioja.es/servlet/articulo?codigo=8955716


thai_investor_behavior, 2022, ai_trading, Dynamic relationship between the return of gold, crude oil, and the stock exchange of Thailand based on a vector autoregressive model,  The stock exchange of Thailand (SET) has attracted domestic and foreign investors as one of the emerging markets, with its average 20-year total return of approximately 18% per year. , https://www.zbw.eu/econis-archiv/bitstream/11159/12298/1/1816946249_0.pdf


thai_investor_behavior, 2022, ai_trading, Temperature and Stock Returns: A GARCH Analysis,  related to behavioral finance, and which was explained how weather factors affect investors’  and Thailand and a negative relationship for Sri Lanka, Malaysia, Singapore, and Pakistan. , https://mgt.sjp.ac.lk/fin/wp-content/uploads/2024/01/SCF2022.pdf#page=27


thai_investor_behavior, 2022, ai_trading, The acceptance of financial robo-advisors among investors: The emerging market study,  The primary data collection population for this study is Thai investors that are experienced  Thailand’s financial investors, the samples of this research are some snapshots of the Thai , https://pdfs.semanticscholar.org/fd10/d685a41ff605f50963acb05a061665f1376c.pdf


thai_investor_behavior, 2022, ai_trading, The Relationship between Agricultural Commodities and Stock Market in Case of Thailand: Safe-haven, Hedge, or Diversifier?–Cross Quantilogram Analysis.,  This thesis also observes the behavior among different products (overall price index and individuals’ futures prices) and other types of commodities (ex. oil, gold, precious metals) as , https://kkgpublications.com/wp-content/uploads/2022/09/ijbas.8.10002-3.pdf


thai_investor_behavior, 2022, ai_trading, The impact of financial distress, sustainability report disclosures, and firm size on earnings management in the banking sector of Indonesia, Malaysia, and Thailand,  The results of this study are also expected to help investors make investment decisions in a company and the results of this study are expected to help creditors in making funding , https://www.ceeol.com/search/article-detail?id=1051997


thai_investor_behavior, 2022, ai_trading, A sentiment analysis model of agritech startup on Facebook comments using naive Bayes classifier.,  Agritech startups in Thailand are one of Thailand's 4.0 policies, anticipating exponential  agritech startup trends in Thailand, such as consumer behavior and marketing analysis. , https://www.academia.edu/download/91257000/15660.pdf


thai_investor_behavior, 2022, ai_trading, Searching for asset as hedge for Thailand equity market,  In conclusion, Thai investors can potentially enhance their risk-adjusted returns by incorporating JPYTHB or JPY-related assets into their portfolios, as these assets have a negative , http://ethesisarchive.library.tu.ac.th/thesis/2022/TU_2022_6402042060_17794_25948.pdf


thai_investor_behavior, 2022, ai_trading, Investors behavioural intention of cryptocurrency adoption–a review based research agenda,  Purpose: The current study investigates the behavioral  the investors behavioral intentions. Design/Methodology: This study examines whether different factors determine the investors , https://supublication.com/index.php/ijaeml/article/view/367


thai_investor_behavior, 2022, ai_trading, Future and Trend in Digital Marketing Communications in Thailand: A Strategic Direction for Educational Institutes,  It is important to underline at this point that this study is limited to study in Thailand only.  and purchasing behavior through ecommerce and applications; 2) employing and investing in , https://rmis.sru.ac.th/proceedings/2022/The-Proceeding-SRUCon2022-2.pdf#page=38


thai_investor_behavior, 2022, ai_trading, Impact of the Eastern Special Development Zone Environment on Chinese Foreign Direct Investors in Thailand,  The purpose of the study was to examine the influence of Thailand's Eastern Special Development Zone (ESDZ) Environment factors on Chinese Foreign Direct Investors’ (FDIs) , https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4543442


thai_investor_behavior, 2022, ai_trading, Technology acceptance and willingness to invest in transportation management system of small and medium enterprise in Nakhon Pathom, Thailand,  in Nakhon Pathom, Thailand. The researchers applied a  from seven different districts in Nakhon Pathom, Thailand.  ' opinion on the intended behavior was slightly lower. The age and , https://www.sciencedirect.com/science/article/pii/S2352146522005373


thai_investor_behavior, 2022, ai_trading, Human Capital Becomes An Important Component In The Performance Of The Islamic Bank Of Thailand: English,  Bank of Thailand. We collect secondary funds from the annual reports of the Thailand’s  data collection from the Thailand’s Bank and Thailand’s Islamic Bank, the Thailand’s Islamic , https://jurnal.stiekn.ac.id/index.php/tmji/article/view/140


thai_investor_behavior, 2023, ai_trading, Investor Behavior towards Trading Derivative Warrants and Underlying Assets in the Stock Exchange of Thailand, Derivative warrant order imbalance causes market makers to hedge their inventory risk by purchasing the underlying stock at delta quantities. As a result, the information on the , https://so02.tci-thaijo.org/index.php/BECJournal/article/view/249792


thai_investor_behavior, 2023, ai_trading, Southern Retail Investors' behavior in the stock exchange of Thailand during the Covid-19 Pandemic,  Numerous researchers define the investing behaviors and factors for investment in various views. For example, Riaz (2020) says that the investors who decide to invest need high , https://so05.tci-thaijo.org/index.php/pkrujo/article/view/262663


thai_investor_behavior, 2023, ai_trading, Behavioral Biases and Fear of Missing Out Impact Investment Decisions in Thailand during COVID-19 Pandemic,  behavior or the bandwagon effect. When they imitate the investing behavior of other investors  how loss aversion and herd behavior affect retail investors' investment choices. The study , https://ojs.wiserpub.com/index.php/UJFE/article/view/1811


thai_investor_behavior, 2023, ai_trading, The Factors Influencing Investor Intentions to Invest in Equity Crowdfunding in Thailand: A Conceptual Framework,  investor behavior prior to investment could contribute to the growth and sustainability of ECF in Thailand In perspective of investors' intention to invest, this study aims to identify the key , https://ieeexplore.ieee.org/abstract/document/10317667/


thai_investor_behavior, 2023, ai_trading, INTERGRATED MARRKETING COMMUNICATION STATEGY OF LISTED COMPANIES RESULTING IN INVESTING SELECTION OF THAI INVESTORS,  Objectives of this research articles were to study investors' behavior in choosing to invest in  of 440 samples of investors who invested in the Stock Exchange of Thailand and there were , https://so03.tci-thaijo.org/index.php/jssr/article/view/257973


thai_investor_behavior, 2023, ai_trading, THE IMPACT OF SOCIAL AND ENVIRONMENTAL FACTORS ON CRYPTOCURRENCY INVESTMENT BEHAVIOR AMONG GEN Z IN THAILAND,  shaping investment behavior, particularly among Gen-Z, in Thailand.  Thailand, limited research addresses the impact of social and environmental factors on Gen-Z investment behavior, https://journal.anpor.net/index.php/proceedings/article/view/127


thai_investor_behavior, 2023, ai_trading, Acceptance of Bitcoin by Investors in the Southern Region of Thailand,  acceptance of Bitcoin among investors in southern Thailand, classified by  behaviors worldwide. It was found that the proportion of Thai people holding cryptocurrency is 20.1% of Thai , https://www.allmultidisciplinaryjournal.com/uploads/archives/20230411164352_B-23-85.1.pdf


thai_investor_behavior, 2023, ai_trading, CRYPTOCURRENCY TRADING STRATEGY OF THAI INVESTORS VIA BINANCE CRYPTO PLATFORM, None, None


thai_investor_behavior, 2023, ai_trading, Development of Micro Small-Medium Business in Asian Countries (Indonesia, Malaysia, Philippines, and Thailand): A comparison in accounting behavior,  of MSMEs in Thailand. Finally, in 2000, the parliament of Thailand passed some policies that facilitated the development of MSMEs. Based on policy news, Thailand slowly started the , https://www.ieeca.org/journal/index.php/JEECAR/article/view/1300


thai_investor_behavior, 2023, ai_trading, Modifying Theory of Reasoned Action to Determine Online Mutual Fund Investor Behavior,  Mutual fund investors are investors who invest their money or invest their funds in mutual fund products. Mutual fund investor behavior is indicated by investment behavior, which in our , https://www.e3s-conferences.org/articles/e3sconf/abs/2023/63/e3sconf_icobar23_01085/e3sconf_icobar23_01085.html


thai_investor_behavior, 2023, ai_trading, Comparing Investor Behavior During and After Pandemic Era: Dominantly Rational or Irrational Driven?,  The study found that fundamental factors play crucial roles in influencing stock market volatility in Malaysia, Thailand, and Singapore; whereas, behavioral factors affect stock market , https://d-nb.info/1318629039/34#page=193


thai_investor_behavior, 2023, ai_trading, Credit-using behavior of Muslims in non-Muslim country: A study of Nakhon Si Thammarat, Thailand,  religion have the potential to shape their credit-seeking behavior. This study investigates credit-using behavior of Muslims in Thailand, a non-Muslim country. The sample comprised , https://www.tandfonline.com/doi/abs/10.1080/23311975.2023.2179457


thai_investor_behavior, 2023, ai_trading, The Impact of Cultural Shocks on Investor Sentiment and Herding Behavior: An Evidence during COVID-19 Pandemic,  and investor behavior in understanding investor behavior during the Covid-19 pandemic. Investor  in capital market performance gives rise to irrational behavior (herding). In addition, , http://go7publish.com/id/eprint/1859/


thai_investor_behavior, 2023, ai_trading, AN ANALYSIS OF INDIVIDUAL INVESTORS'BEHAVIOR: A CASE OF THE DHAKA STOCK EXCHANGE,  The current research analyzes the most important factors influencing investor behavior using relevant empirical literature. These aspects of investors' decision-making processes , https://dergipark.org.tr/en/pub/ulikidince/issue/80641/1311694


thai_investor_behavior, 2023, ai_trading, Comparison between capital market in Thailand and digital asset markets, This thesis aims to compare the capital market in Thailand with the emerging digital asset markets. The study provides a comprehensive analysis of the two markets, including their , http://cmuir.cmu.ac.th/handle/6653943832/78709


thai_investor_behavior, 2023, ai_trading, Investor Behavior on Israeli-Palestinian War and Current Money Market Uncertainty,  involves the decision-making process in investing,  , investor behavior can show a response to the conflict through boycott actions against products related to the region. When investors , https://journal.widyadharma.ac.id/index.php/mabis/article/view/8556


thai_investor_behavior, 2023, ai_trading, Relationship between Trading Volume and Cost of Capital in Listed Companies in the Stock Exchange of Thailand,  study the behavior of trading volume around the earning announcement and the relationship between trading volume and capital costs of companies in the Stock Exchange of Thailand. , https://so02.tci-thaijo.org/index.php/BECJournal/article/view/249206


thai_investor_behavior, 2023, ai_trading, Investigating Market Linkages and Investor Behavior in Times of Turmoil and Uncertainty,  of new sources of information on investor behavior towards the measurement of financial  demonstrate that different measures for online investor attention do not necessarily constitute , https://repositorium.zu.de/files/68/Investigating_Market_Linkages_Diss_ZU_Prange.pdf


thai_investor_behavior, 2023, ai_trading, Foreign investor feedback trading in an emerging financial market,  Using detailed order flow data in Thai foreign  trading behavior between investor types, across asset classes, and over an extended period. To analyze heterogeneous investor behavior, , https://www.bis.org/publ/work1154.pdf


thai_investor_behavior, 2023, ai_trading, Determinants of key audit matters in Thailand.,  disclosure in Thailand. This study focuses on firms listed on the stock exchange of Thailand ( First, as stated, there is a lack of studies in emerging countries such as Thailand. Second, , https://www.cjournal.cz/files/501.pdf


thai_investor_behavior, 2023, ai_trading, The impact of ownership structure on firm value: New evidence from Thai listed firms,  Institutional ownership can help reduce the behavior of  countries like Thailand, institutional investors have only recently  the Thai stock market since the Stock Exchange of Thailand had , https://vipublisher.com/index.php/vij/article/view/71


thai_investor_behavior, 2023, ai_trading, Non-fungible token economy in a developing country,  analyze the factors that influence Thai investors’ NFT ownership.  behavior of investors can improve the efficacy of marketing initiatives designed to attract new users. Moreover, Thailand’, https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4529082


thai_investor_behavior, 2023, ai_trading, Behavioral finance: A critical literature review using Pareto analysis,  psychology affects investor attitudes and behavior. It is based  of behavioral biases, and the relationship of behavioral biases  Only those research papers that reported behavioral biases , https://www.researchgate.net/profile/Shilpi-Gupta-25/publication/370691784_Behavioral_Finance_A_Critical_Literature_Review_using_Pareto_Analysis/links/645e1b904353ba3b3b5f5994/Behavioral-Finance-A-Critical-Literature-Review-using-Pareto-Analysis.pdf


thai_investor_behavior, 2023, ai_trading, Applying Linear Hedonic Price Model to Measure Impact of Responsible Property Investment Factors on Thai Condominium Projects,  includes a business's dedication to moral behavior and social and environmental responsibility throughout its operations. Creating long-term value for investors and society is more of a , https://www.espublisher.com/journals/articledetails/924


thai_investor_behavior, 2023, ai_trading, … , SUBJECTIVE NORM, AND PERCEIVED BEHAVIOR CONTROL ON E-COMMERCE REPURCHASE INTENTION TOWARDS GENERATION Z IN THAILAND,  Thai Gen Z consumers’ postpurchase behavior by studying their online repurchase intentions based on the Theory of Planned Behavior  behavior in Thailand with the inclusion of a trust , http://164.115.28.46/nrctejournal/file_upload/digital_file/474_787c9.pdf


thai_investor_behavior, 2023, ai_trading, Financial technology environment for tokenization investment in a developing economy,  for tokenization in investment within Thailand. Research design,  that tokenization for investment in Thailand is influenced by  when analyzing investment behavior in Thailand and offer , https://www.researchgate.net/profile/Pongsakorn-Limna/publication/372960574_Financial_Technology_Environment_for_Tokenization_Investment_in_a_Developing_Economy/links/64d1d8eb806a9e4e5cf778f6/Financial-Technology-Environment-for-Tokenization-Investment-in-a-Developing-Economy.pdf


thai_investor_behavior, 2023, ai_trading, The Token Economy in a Developing Country,  in Thailand. Multiple regression analysis has been used to analyze the data acquired from Thai investors  may be coded, and human behavior can be controlled within a predetermined , https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4608080


thai_investor_behavior, 2023, ai_trading, The Dividend Payout Disclosed and Reacted to Market Price: A Case of S-Curve/Non-S-Curve's Industry of Thailand Listed Companies,  securities is an investor’s decision. The study also points out that investor behavior will behave according to different opinions and strategies. There are some investors who sell their , https://cude.es/submit-a-manuscript/index.php/CUDE/article/view/457


thai_investor_behavior, 2023, ai_trading, EFFECTS OF BEHAVIORAL FINANCE ON SOUTHEAST ASIAN STOCK MARKETS,  investors expose to many behavioral and emotional errors. Our proxy for investor behavior,  , that rational and irrational behavior coexists in the case of Vietnam, Thailand and Indonesia , https://pphmjopenaccess.com/index.php/aas/article/view/986


thai_investor_behavior, 2023, ai_trading, Tourist behavior in selecting street food: A case study of Mueang District, Surat Thani province, Thailand,  the behavior of tourists in choosing street food in the Mueang district of Surat Thani province, Thailand. Data was collected through a questionnaire from 400 tourists, both Thai and , https://www.allmultidisciplinaryjournal.com/uploads/archives/20230916204402_E-23-38.1.pdf


thai_investor_behavior, 2023, ai_trading, Gambling-Motivated Market Attention and Stock Market Volatility,  the relationship of retail investors’ attention with stock market volatility in the Stock Exchange of Thailand (SET) from August 6, 2008, to September 30, 2022. As investors show gambling , http://www.assumptionjournal.au.edu/index.php/abacjournal/article/view/7364


thai_investor_behavior, 2023, ai_trading, Road freight transportation business operator's perception toward electric vehicle adoption in Nakhon Pathom, Thailand,  businesses in Thailand will grow gradually as electric vehicles enter the market in Thailand.  Perceived Behavioral Control may refer to behavior related to believing that an individual , https://www.e3s-conferences.org/articles/e3sconf/abs/2023/26/e3sconf_uesf2023_05020/e3sconf_uesf2023_05020.html


thai_investor_behavior, 2023, ai_trading, Brand image and consumer purchasing behavior in online store Case study: shein thailand,  store - Shein Thailand in terms of brand image and consumer purchasing behavior, in order to  The sample comprised 441 consumers over 18 years old in Bangkok, Thailand, who have , http://dspace.bu.ac.th/handle/123456789/5509


thai_investor_behavior, 2023, ai_trading, The Relationship between Managerial Ownership and Firm Performance Mediated by Real Earnings Management of Thai IPO Firms,  management during IPOs to attract investors, [3], [32], [33]. This behavior is primarily driven by the information asymmetry that is evident between issuers and investors. Furthermore, the , https://wseas.com/journals/cr/2024/a065118-197.pdf


thai_investor_behavior, 2023, ai_trading, The Sustainable Retirement Planning and Management: A Case Study of Chetsamian Community, Photaram District, Rachaburi Province,  A study of personal characteristics investment behaviors and investment motivation of Thai investors affecting decision making in the Stock Exchange of Thailand.(Master’s thesis, , https://so05.tci-thaijo.org/index.php/cmruresearch/issue/download/17437/4722#page=40


thai_investor_behavior, 2023, ai_trading, Institutional ownership and cost of debt: evidence from Thailand,  The objective of this article is to examine whether institutional investors help lower the debt expenses for Thai listed companies. While much current research has focused on advanced , https://www.tandfonline.com/doi/abs/10.1080/23311975.2023.2207693


thai_investor_behavior, 2023, ai_trading, Public perceptions towards ChatGPT a s the Robo-Assistant,  firm perception, but also investor behavior, such as increased  of ChatGPT users in Thailand. The researchers opted for  who were ChatGPT users in Thailand and over the age of 18. , https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4480718


thai_investor_behavior, 2023, ai_trading, Institutional Ownership and Firm Performance–Role of Managerial Efficiency: Evidence from Thai Stock Exchange,  may promote self-interest behavior. In other words, if institutional shareholders are involved with the company as an investor with voting rights from investing in securities and a business , https://ojs.lib.buu.ac.th/index.php/business/article/view/9012


thai_investor_behavior, 2023, ai_trading, Financial Self-Efficacy, Performance, and Happiness Index of Teachers in Saraburi Province, Thailand: Basis for an Intervention Program.,  The participants in the study were teachers in both private schools and government schools in the 13 districts of Saraburi Province, Thailand. A self-constructed survey questionnaire , https://so01.tci-thaijo.org/index.php/hbds/article/download/265710/173695/1015634


thai_investor_behavior, 2023, ai_trading, Influence of external and internal auditors on key audit matters (KAMs) reporting in Thailand,  In this study, Thai listed firms are used to document findings on KAMs’ level and pattern  This study uses firms listed in the Stock Exchange of Thailand (SET) as Thailand provides a , https://www.tandfonline.com/doi/abs/10.1080/23311975.2023.2256084


thai_investor_behavior, 2023, ai_trading, Correlation between capital markets and cryptocurrency: impact of the coronavirus.,  market position as well as Thai investors' attitudes toward investing in digital currency and  in Thailand and cryptocurrencies. This signifies a fundamental contrast between the behavior , https://pdfs.semanticscholar.org/15c8/bab088d828e9268603cc307808f77b1bb750.pdf


thai_investor_behavior, 2023, ai_trading, Structural Analysis of Foreign Direct Investment Network in China,  Europe, North America and Oceania (only Thailand is developing country). Therefore, the author can judge that the investor behavior has certain geographical aggregation features. For , https://books.google.com/books?hl=en&lr=&id=nfe8EAAAQBAJ&oi=fnd&pg=PA83&dq=Thai+Investor+Behavior&ots=2lBfEUB11e&sig=Wn5bM-lYOhvrm4qoG79cdHlfNvw


thai_investor_behavior, 2023, ai_trading, Behavioral factors influencing investment decisions: a systematic review using prisma,  The behavioral characteristics of investors investing in warrants are different from those who invest in stocks. Disposition effect, gambling effect, and overconfident investors are more , http://cribfb.com/journal/index.php/ijafr/article/view/1968


thai_investor_behavior, 2023, ai_trading, Catering incentives, sentiment investor, and dividend policy in six ASEAN countries,  The role of investor behavior in emerging stock markets: Evidence from Vietnam. The Quarterly Review of Economics & Finance, 87, 367–376. https://doi.org/10.1016/j.qref.2021.07.001 , https://www.tandfonline.com/doi/abs/10.1080/23311975.2023.2278243


thai_investor_behavior, 2023, ai_trading, THAILAND POVERTY IN SPATIAL REGRESSION MODELS,  in Thailand's provinces  BEHAVIORAL THEORIES: Behavioral theories of poverty suggest that the poor are poor because they engage in counterproductive, poverty-increasing behavior , https://www.researchgate.net/profile/Durmus-Yildirim-2/publication/375056013_INTERNATIONAL_CONGRESS_OF_RECYCLING_ECONOMY_SUSTAINABILITY_POLICY_PROCEEDING_BOOKS_-_October_12_2023_Baku_Azerbaijan/links/653d2240f7d021785f1c2984/INTERNATIONAL-CONGRESS-OF-RECYCLING-ECONOMY-SUSTAINABILITY-POLICY-PROCEEDING-BOOKS-October-12-2023-Baku-Azerbaijan.pdf#page=184


thai_investor_behavior, 2023, ai_trading, FACTORS INFLUENCING ON CUSTOMER CHOICE DECISION OF PROPERTY MANAGEMENT COMPANY IN BANGKOK, THAILAND,  choice behavior of the customers in Thailand”. Therefore, the researcher is interested in the factors that Influencing on Customer Choice Decision of Property Management Company in , https://dergipark.org.tr/en/pub/jeess/issue/76608/1166841


thai_investor_behavior, 2023, ai_trading, Testing an Extended Theory of Planned Behavior for Cambodian Customers' Purchase Intention of Thailand's Facial Skin Care Products,  Thai cosmetic companies by investigating the purchase intention behaviors of Cambodian customers toward Thailand using an Extended Theory of Planned Behavior (ETPB), which is , https://so06.tci-thaijo.org/index.php/aseanplus/issue/download/17915/5498#page=43


thai_investor_behavior, 2023, ai_trading, Factors Affecting Attracting Foreign Direct Investment in Agriculture: A Study in Thai Binh, Vietnam,  Geographical location and favorable climate will affect the behavior and decisions of investors, reflected in the scale of capital that investors will spend to make investment. These , https://www.multiresearchjournal.com/admin/uploads/archives/archive-1700895898.pdf


thai_investor_behavior, 2023, ai_trading, Herding Behavior in Capital Markets: A Literature Review,  behavior on the capital market is identified as a inclination in investor behavior to follow the decisions of other investors  the Thai capital market and discovered no herd behavior when , http://proceedings.unikom.ac.id/index.php/icobest/article/view/489


thai_investor_behavior, 2023, ai_trading, Analysis of the Reasons for the Success of Kao (Thailand) During COVID-19,  Kao (Thailand)Company during the COVID-19. This study examines how Kao (Thailand)Company  Asia experienced a major change in consumer behavior, focusing on necessities and , https://drpress.org/ojs/index.php/fbem/article/view/11203


thai_investor_behavior, 2023, ai_trading, Guidelines for Development of Accommodations Business for Foreign Tourists to Support the Thai Tourism Industry in the Digital Age, This research aimed to study the development of a structural equation model for the accommodation business for foreign tourists, to support the Thai tourism industry in the digital age. , https://wseas.com/journals/bae/2023/d145107-2211.pdf


thai_investor_behavior, 2023, ai_trading, Differentiation Industry Group, Stock Performance, and the COVID-19 Pandemic: An Investigation of the Stock Exchange of Thailand,  in the Stock Exchange of Thailand for the period between  Thai stock market, the Efficient Market Hypothesis holds that all stocks are correctly priced according to their inherent investing , http://gmsarnjournal.com/home/wp-content/uploads/2023/03/vol17no4-15.pdf


thai_investor_behavior, 2023, ai_trading, Female ownership and female directors' moderating role as corporate governance monitoring mechanisms in increasing the value of Thai family-owned firms,  of family ownership in Thai-listed firms. This study also sheds light on corporate governance elements that impact firm value. CEO duality reduces the value of Thai-listed companies, , https://www.emerald.com/insight/content/doi/10.1108/GM-03-2023-0068/full/html


thai_investor_behavior, 2023, ai_trading, Analysis of Aggregate Herding Behavior in the Capital Market: Evidence from Indonesia and Singapore,  herd behavior as a tendency in investor behavior in which investors emulate other investors  capital markets of Indonesia, the Philippines, Thailand, and Singapore. Another study of 130 , http://jurnal.untagsmg.ac.id/index.php/fe/article/view/3934


thai_investor_behavior, 2023, ai_trading, The Quality Development of Brand Equity in Online Health and Beauty Businesses in Thailand, The results of this research, a new model has been found related to creating value for health products and online work in Thailand. That affects the views and intentions of investors , https://migrationletters.com/index.php/ml/article/view/4715


thai_investor_behavior, 2023, ai_trading, An adoption of digital currency of Central Bank of Thailand,  This study aimed to investigate the public sector’s behaviors  issued by the Central Bank of Thailand, and people’s  a convenience sampling among the Thai population. The data were , https://so04.tci-thaijo.org/index.php/lawarathjo/article/view/259742


thai_investor_behavior, 2023, ai_trading, Demographic factors affecting Chinese tourists traveling to Thailand in the post-Covid-19 era,  behavior is widely used in psychology and education (Short, 2021). This study introduces the behavioral  and discover the necessity of developing international tourism in Thailand. , https://www.businessperspectives.org/images/pdf/applications/publishing/templates/article/assets/17779/IM_2023_01_Fu.pdf


thai_investor_behavior, 2023, ai_trading, Cryptocurrency gamification: Having fun or making money,  Data was obtained from Thai nationals residing in Thailand who have invested in digital  The data indicate that Thai investors’ interest in cryptocurrency gamification increases with , https://www.researchgate.net/profile/Tanpat-Kraiwanit-2/publication/371335434_Cryptocurrency_Gamification_Having_Fun_or_Making_Money/links/647f4585d702370600d76db4/Cryptocurrency-Gamification-Having-Fun-or-Making-Money.pdf?origin=journalDetail&_tp=eyJwYWdlIjoiam91cm5hbERldGFpbCJ9


thai_investor_behavior, 2023, ai_trading, Herding behavior in integrated financial markets: the case of MILA,  Since the direction of the market return may affect investors' behavior, as postulated in Hypothesis 2, we examine whether there is an asymmetry in herd behavior conditional when the , https://www.emerald.com/insight/content/doi/10.1108/IJOEM-08-2021-1202/full/html


algorithmic_trading, 2022, ai_trading, Algorithmic trading in a microstructural limit order book model, We propose a microstructural modeling framework for studying optimal market-making policies in a FIFO (first in first out) limit order book (order book). In this context, the limit orders, , https://www.taylorfrancis.com/chapters/edit/10.1201/9781003265399-36/algorithmic-trading-microstructural-limit-order-book-model-fr%C3%A9d%C3%A9ric-abergel-c%C3%B4me-hur%C3%A9-huy%C3%AAn-pham


algorithmic_trading, 2022, ai_trading, How machine learning can drive high frequency algorithmic trading for technology stocks,  with the well known algorithmic trading strategies commonly used in  the algorithmic trading issue of determining the perfect trading position (long or short) at any time during a trading , http://ijdsaa.com/index.php/welcome/article/view/97


algorithmic_trading, 2022, ai_trading, Sentiment and knowledge based algorithmic trading with deep reinforcement learning,  by the use of RL as a non-arbitrage algorithmic trading system. The authors in [5] use a deep  to make trading decisions. [10] explored the use of actor-critic methods for stock trading and , https://link.springer.com/chapter/10.1007/978-3-031-12423-5_13


algorithmic_trading, 2022, ai_trading, Systemic failures and organizational risk management in algorithmic trading: Normal accidents and high reliability in financial markets,  algorithmic trading and some key failures and risks associated with it, including so-called algorithmic  , and fieldwork conducted at an algorithmic trading firm, we argue that automated , https://journals.sagepub.com/doi/abs/10.1177/03063127211048515


algorithmic_trading, 2022, ai_trading, A data science pipeline for algorithmic trading: A comparative study of applications for finance and cryptoeconomics,  we further specify trading conditions to execute algorithmic trading strategies based on the signals. Finally, we generate visualizations to monitor cash and holding accounts and eval, https://ieeexplore.ieee.org/abstract/document/9881799/


algorithmic_trading, 2022, ai_trading, The Performativity of Algorithmic Trading: The Epistemology of Flash Crashes,  Considering the British market risky, algorithms operating on the Asian  trading activities). Therefore, we can assume that the conference speech influenced the algorithms in their trading , https://www.ceeol.com/search/article-detail?id=1027409


algorithmic_trading, 2022, ai_trading, Algorithmic trading efficiency and its impact on market-quality,  algorithmic trading efficiency in the extant literature. We are the first to measure algorithmic trading  existing literature, which identifies algorithmic trading precisely due to the regulatory , https://link.springer.com/article/10.1007/s10690-021-09353-5


algorithmic_trading, 2022, ai_trading, Algorithmic finance: Algorithmic trading across speculative time-spaces,  In this article, I have demonstrated how algorithmic trading constitutes speculative space-times. Through speculation in time-spaces and the expansion of multiple temporalities between , https://www.tandfonline.com/doi/abs/10.1080/24694452.2021.1963658


algorithmic_trading, 2022, ai_trading, Algorithmic trading versus human traders at different information levels,  trading in the market by algorithmic traders makes asset prices more affordable, but more importantly, their trading  for trading, the investors who make algorithmic trading contributes to , https://www.ceeol.com/search/article-detail?id=1091622


algorithmic_trading, 2022, ai_trading, Algorithmic Trading,  This paper gives an overview of algorithmic trading. It is intended to inform interested traders of the value of incorporating algorithms into their trading strategies. They must also be , https://repository.yu.edu/handle/20.500.12202/8267


algorithmic_trading, 2022, ai_trading, Flexible decision support system for algorithmic trading: Empirical application on crude oil markets,  algorithmic trading and applies it empirically on two main crude oil markets. The novel DSS enables investors to interactively build algorithmic trading  into algorithmic trading strategies, , https://ieeexplore.ieee.org/abstract/document/9682748/


algorithmic_trading, 2022, ai_trading, Algorithmic Trading,  Algorithmic trading comprises a high percentage of the overall trading activities conducted in the  we discuss how it has evolved over the decades and how the algorithmic trading works. , https://www.irjmets.com/uploadedfiles/paper/issue_5_may_2022/24727/final/fin_irjmets1654066379.pdf


algorithmic_trading, 2022, ai_trading, Algorithmic Trading in Experimental Markets with Human Traders: A Literature Survey,  , respond to trading in markets dominated by algorithms; does interaction with algorithmic traders generate emotional or psychological responses in human traders that impact market , https://orbilu.uni.lu/handle/10993/48501


algorithmic_trading, 2022, ai_trading, Algorithmic Trading System,  and precise programming, every trader in any financial market requires  algorithmic trading is the broker's API terminal from which we will connect our algorithm and automate our trading, https://www.publishoa.com/index.php/journal/article/view/355


algorithmic_trading, 2022, ai_trading, The impact of algorithmic trading on market quality: Evidence from the Johannesburg Stock Exchange,  method that relies on sophisticated algorithms to analyse  for the majority of the trading volume on the Johannesburg  of a set of proxies for algorithmic trading (AT), namely average , https://journals.co.za/doi/abs/10.1080/10293523.2022.2090056


algorithmic_trading, 2022, ai_trading, Artificial Intelligence in Trading the Financial Markets,  This paper discusses the major techniques that are used to construct algorithmic trading systems. We show that because of the complexity of the financial markets that reflects chaotic , https://ijeba.com/journal/751/download/Artificial+Intelligence+in+Trading+the+Financial+Markets.pdf


algorithmic_trading, 2022, ai_trading, Solvability of differential Riccati equations and applications to algorithmic trading with signals,  We motivate the DRE that we study by the type of DREs that arise in algorithmic trading problems where an agent adopts a CARA utility and where the dynamics of the asset prices are (, https://www.tandfonline.com/doi/abs/10.1080/1350486X.2023.2241130


algorithmic_trading, 2022, ai_trading, Algorithmic trading and short-term forecast for financial time series with machine learning models; state of the art and perspectives,  algorithmic trading. The review targets academic papers on ML or deep learning (DL) with algorithmic trading or data sets used for algorithmic trading  generalized trading algorithm that , https://ieeexplore.ieee.org/abstract/document/9989592/


algorithmic_trading, 2022, ai_trading, Algorithmic trading and challenges on retail investors in emerging markets,  trading in the extant literature lead to ongoing debates on algorithmic trading (AT) and highfrequency trading  challenges of algorithmic trading and high-frequency trading in emerging , https://www.al-kindipublisher.com/index.php/jefas/article/view/3799


algorithmic_trading, 2022, ai_trading, Survey on Algorithmic Trading Using Sentiment Analysis,  This paper examines the use of sentiment analysis in algorithmic trading. Macroeconomic  in natural language processing (NLP) and prerogative positions of algorithms in market. , https://link.springer.com/chapter/10.1007/978-981-19-2225-1_22


algorithmic_trading, 2022, ai_trading, U sing strongly typed genetic programming to combine technical and sentiment analysis for algorithmic trading,  STGP-SATA ranks second for the complete and within one, two, and three standard deviation distributions, making it the second least risky trading strategy among the four algorithms , https://ieeexplore.ieee.org/abstract/document/9870240/


algorithmic_trading, 2022, ai_trading, A new moving average approach to predict the direction of stock movements in algorithmic trading, Moving averages and indicators derived from these averages are used to predict the future direction the stocks will move. In manual and algorithmic trading, moving averages play a , https://dergipark.org.tr/en/pub/jnrs/issue/69741/979836


algorithmic_trading, 2022, ai_trading, A new algorithmic trading approach based on ensemble learning and candlestick pattern recognition in financial assets,  assets, revealed the success of an algorithmic trading strategy based solely on candlestick charts.  strategies, a more effective algorithmic robot system will be brought to the literature. , https://dergipark.org.tr/en/pub/tjst/issue/72762/1124256


algorithmic_trading, 2022, ai_trading, Algorithmic Trading and Directors' Learning from Stock Prices: Evidence from CEO Turnover Decisions,  that a trading innovation in financial markets, algorithmic trading, affects CEO turnover. of the four algorithmic trading proxies.We then rank the Algorithmic Trading variable into deciles , https://scholarspace.manoa.hawaii.edu/items/81aa37a3-dbe3-4deb-b791-04957d7f149b


algorithmic_trading, 2022, ai_trading, Designing a novel and high performance algorithmic trading model using evolutionary AutoML and technical analysis,  of available models and algorithms that can address  algorithms for tabular, time-series, and image-based problems. This research extends EMADE’s capabilities for trading algorithms , https://dl.acm.org/doi/abs/10.1145/3520304.3529038


algorithmic_trading, 2022, ai_trading, ATS–Algorithmic Trading System (Gold),  we use trading system to gold currency for using Algorithmic Trading System. Algorithms are used in algorithmic trading to carry out trades by  The described sets of trading rules that are , https://www.academia.edu/download/105720000/ijarsct-7696.pdf


algorithmic_trading, 2022, ai_trading, Overview of Machine Learning Methods Used in Algorithmic Trading,  and execute trades at optimal times. Trading robots are software that automates trading  Trading robots use algorithms to automatically buy and sell stocks and use pattern detection to , https://elar.urfu.ru/handle/10995/113872


algorithmic_trading, 2022, ai_trading, Split feature space ensemble method using deep reinforcement learning for algorithmic trading,  ) using deep reinforcement learning for algorithmic trading. The standard approach used  trading period based on a rolling window ensemble method from 3 different algorithms. In our , https://dl.acm.org/doi/abs/10.1145/3543712.3543722


algorithmic_trading, 2022, ai_trading, Multi-timeframe algorithmic trading bots using thick data heuristics with deep reinforcement learning,  are to explore the performance of algorithmic trading bots, to see how the bots perform for day trading using intraday price movement and swing trading with weekly price bars going , https://lurepository.lakeheadu.ca/handle/2453/5042


algorithmic_trading, 2022, ai_trading, A Channeled Multilayer Perceptron as Multi-Modal Approach for Two Time-Frames Algo-Trading Strategy,  Algorithmic trading implements manually used strategies to predict when prices go down and prices go up, then place buy or sell trades  to build a robust algorithmic trading platform by , https://pdfs.semanticscholar.org/60b7/8e7e077a5b3c78844e841a9cee3830ee338b.pdf


algorithmic_trading, 2022, ai_trading, An intelligent algorithmic trading based on a risk-return reinforcement learning algorithm,  ; Algorithmic trading; Actor-critic architecture; Trading strategy 1 Introduction Algorithmic trading,  , mutual, and hedge funds usually use algorithmic trading to find the most favorable , https://arxiv.org/abs/2208.10707


algorithmic_trading, 2022, ai_trading, Data-driven risk forecasting and algorithmic trading models for cryptocurrencies,  an active algorithmic trading strategy (henceforth called “Algo returns difference in SR of algorithmic returns between stocks and  , I propose a novel active algorithmic trading strategy for , https://mspace.lib.umanitoba.ca/handle/1993/36988


algorithmic_trading, 2022, ai_trading, Algorithmic trading and corporate innovation: Evidence from the Tick Size Pilot,  Using the Tick Size Pilot experiment as an exogenous shock to algorithmic trading (AT), we establish a causal positive relation between AT and innovation measured by the quantity , https://ktisis.cut.ac.cy/handle/20.500.14279/31798


algorithmic_trading, 2022, ai_trading, Use of Genetic Algorithm in Algorithmic Trading to Optimize Technical Analysis in the International Stock Market (Forex),  This study seeks to use these indicators in mining stock trading rules. A model for optimal portfolio  Then, using realworld studies, trading rules are extracted to manage the portfolio. , https://journals.ut.ac.ir/article_86846_99be1cb52f0e6775d1975069ebacc6ad.pdf


algorithmic_trading, 2022, ai_trading, Options Trading using Artificial Neural Network and Algorithmic Trading.,  Thus, algorithmic trading has evolved over the years which uses automated trading strategiesThe remainder of this paper is organized as follows. Section 2 describes an overview of , https://www.researchgate.net/profile/Rashmi-Welekar/publication/365827094_Options_Trading_using_Artificial_Neural_Network_and_Algorithmic_Trading/links/6427c228315dfb4ccec34a13/Options-Trading-using-Artificial-Neural-Network-and-Algorithmic-Trading.pdf


algorithmic_trading, 2022, ai_trading, Model-based gym environments for limit order book trading,  Within the mathematical finance literature there is a rich catalogue of mathematical models for studying algorithmic trading problems – such as market-making and optimal execution – , https://arxiv.org/abs/2209.07823


algorithmic_trading, 2022, ai_trading, Algorithmic Trading Based on the Incidence of Covid-19 in Europe,  In this study, we have developed a swing algorithmic trading system than run on the futures markets of five of the main European indexes. This algorithmic trading system is based on , https://refpress.org/wp-content/uploads/2022/12/Martinez_REF.pdf


algorithmic_trading, 2022, ai_trading, Hierarchical Reinforcement Learning for Algorithmic Trading,  Common trading strategies rely on a recurring pattern in the data, called an "edge", which  1.2 Motivation for cryptocurrency trading strategy The trading strategy used in this work is , https://pub.tik.ee.ethz.ch/students/2021-HS/SA-2021-48.pdf


algorithmic_trading, 2022, ai_trading, How Distributed Ledger Technology (DLT) Can Support Explainability in AI-based Algorithmic Trading,  Algorithmic Trading is very often based on complex artificial intelligence models, which not uncommonly follow the black box principle, where system participants cannot , https://www.inf.uniri.hr/images/studiji/poslijediplomski/kvalifikacijski/Mesin_Ante_kvalifikacijski.pdf


algorithmic_trading, 2022, ai_trading, Algorithmic Trading Stock Price Model,  with the assistance of Genetic Algorithms (GA) or Artificial  input file and apply feature choice algorithms to range a core set of  combines genetic algorithms and artificial neural networks. , https://www.researchgate.net/profile/Rohan-Sharma-12/publication/362207455_Algorithmic_Trading_Stock_Price_Model/links/62db8406aa5823729ed93f01/Algorithmic-Trading-Stock-Price-Model.pdf


algorithmic_trading, 2022, ai_trading, Exchange rate forecast based on algorithmic trading,  and machine learning models change the trading environment the fastest in history. Nowadays,  learning algorithms. Therefore, it makes sense to compare different forecast algorithms. , https://is.muni.cz/th/agbfl/Exchange_rates_forecast_based_on_algorithmic_trading-Lukas_GaletaA_Archive.pdf


algorithmic_trading, 2022, ai_trading, Genetic programming for combining directional changes indicators in international stock markets,  In this work, we are interested in using DC-based indicators to perform algorithmic trading. Indicators are mathematical patterns derived from past data and are used to predict future , https://link.springer.com/chapter/10.1007/978-3-031-14721-0_3


algorithmic_trading, 2022, ai_trading, ALGORITHMIC TRADING WITH CRYPTOCURRENCIES,  A holistic approach for algorithmic trading brings scientific novelty and can discover new insights for data-driven trading. Based on the identified gaps in the current state of research , https://run.unl.pt/bitstream/10362/151986/1/2021-22_fall_45676_tobias-roehnelt.pdf


algorithmic_trading, 2022, ai_trading, Conceptual Model of Automated Trading Systems Implementation,  of algorithmic trading is described by Kissell (2014) as follows: “Algorithmic trading  designed for the distinctive features of algorithmic trading. The theoretical framework of successful , https://journal.robonomics.science/index.php/rj/article/view/25


algorithmic_trading, 2022, ai_trading, Machine Learning for Algorithmic Trading of Decentralized Finances,  We explore software tools for algorithmic trading with respect to the cryptocyrrency market. Many researchers have studied financial time series [2, 3, 4], and our goal is to design and , https://is.muni.cz/th/xc3yt/Mgr_thesis_Rysavy-5.pdf


stock_prediction, 2021, ai_trading, Applications of deep learning in stock market prediction: recent progress,  Attracted by the potential profit by stock  for stock market prediction, especially those which only appear in the past three years. We also present the trend of each step in the prediction , https://www.sciencedirect.com/science/article/pii/S0957417421009441


stock_prediction, 2021, ai_trading, A stock price prediction method based on deep learning technology,  for predicting stock price. This paper aims to develop a stock price prediction method by taking  Design/methodology/approach – This study proposes a new prediction method based on , https://ieeexplore.ieee.org/abstract/document/9826688/


stock_prediction, 2021, ai_trading, Novel stock crisis prediction technique—a study on indian stock market,  prediction is a challenging task for researchers and investors. We proposed a stock crisis prediction  the irrelevant financial parameters features of stock. The second is the Naive Bayes , https://ieeexplore.ieee.org/abstract/document/9453777/


stock_prediction, 2021, ai_trading, Prediction of stock values changes using sentiment analysis of stock news headlines,  The prediction and speculation about the values of the stock  the stock value changes and predictions of the stock values  the sentiment results to the stock changes of the same period. , https://www.tandfonline.com/doi/abs/10.1080/24751839.2021.1874252


stock_prediction, 2021, ai_trading, Review of stock prediction using machine learning techniques,  of stock market forecasting to predict future trends and stock returns. This paper explains many of the current stock market prediction  An overview of how the stock price predicted from , https://ieeexplore.ieee.org/abstract/document/9453099/


stock_prediction, 2021, ai_trading, Machine learning for stock prediction based on fundamental analysis,  stock predicting using stocks' historical data. Most of these existing approaches have focused on short term prediction using stocks'  In this paper, we prepared 22 years' worth of stock , https://ieeexplore.ieee.org/abstract/document/9660134/


stock_prediction, 2021, ai_trading, Modeling the stock relation with graph network for overnight stock movement prediction,  Therefore, using the news signal to predict the stock movement for the next day is  prediction of the stock movement in a more practicable way. We propose to predict the overnight stock , https://www.ijcai.org/proceedings/2020/0626.pdf


stock_prediction, 2021, ai_trading, Novel hybrid model based on echo state neural network applied to the prediction of stock price return volatility,  Five prediction models have been employed for the stock price return volatility prediction problem. Four existing models, namely ARIMA, ESN, HAR, and MLP, and a new proposed , https://www.sciencedirect.com/science/article/pii/S0957417421009003


stock_prediction, 2021, ai_trading, Social media and stock market prediction: a big data approach,  helps to forecast stock prices. The prediction process includes many factors and a huge amount of data; hence, we propose big data techniques to predict stock prices and trends [6]. Fig, https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3827106


stock_prediction, 2021, ai_trading, Stock price prediction using LSTM,  prediction of stock value is a complex task which needs a robust algorithm background in order to compute the longer term share prices. Stock  to currently available stock price predictor , https://www.researchgate.net/profile/Mallikarjuna-Pm/publication/348390803_Stock_Price_Prediction_Using_LSTM/links/5ffc6a23a6fdccdcb84a20f8/Stock-Price-Prediction-Using-LSTM.pdf


stock_prediction, 2021, ai_trading, Determinants and prediction of the stock market during COVID-19: Evidence from Indonesia,  stock market index determinants and the prediction using the FFT curve fitting of the Jakarta Stock  This paper has used daily data of Jakarta Stock Exchange (JKSE) Composite Index, , https://www.academia.edu/download/78856769/JAKO202100569374270.pdf


stock_prediction, 2021, ai_trading, Stock price prediction using machine learning and LSTM-based deep learning models,  to models using which stock prices and stock price movement  of stocks with a goal of identifying patterns in the stock price  of hybrid modeling for stock price prediction building different , https://link.springer.com/chapter/10.1007/978-981-16-0419-5_8


stock_prediction, 2021, ai_trading, Accurate multivariate stock movement prediction via data-axis transformer with multi-level contexts,  multiple stocks for accurate stock movement prediction? Stock movement prediction has  One way to improve the prediction accuracy is to utilize the correlations between multiple , https://dl.acm.org/doi/abs/10.1145/3447548.3467297


stock_prediction, 2021, ai_trading, Effectiveness of artificial intelligence in stock market prediction based on machine learning,  stock market prediction leveraging artificial intelligence (AI) strategies. The stock market prediction  (ML) algorithms are employed to predict the stock price trend at the end of a business , https://arxiv.org/abs/2107.01031


stock_prediction, 2021, ai_trading, An efficient prediction model based on machine learning techniques for prediction of the stock market,  decisions or predictions for a  stock market data [7]. This article contributes to employment effective machine learning techniques for the prediction of sectors and companies for the stock , https://iopscience.iop.org/article/10.1088/1742-6596/1804/1/012008/meta


stock_prediction, 2021, ai_trading, Stock market prediction using machine learning,  The methodology that is discussed in this paper is Machine Learning and Data Mining applications in stock market. This paper aims at proposing a comparison of the prediction by , https://www.sciencedirect.com/science/article/pii/S1877050921021128


stock_prediction, 2021, ai_trading, Design and analysis of robust deep learning models for stock price prediction,  Building predictive models for robust and accurate prediction of stock prices and stock price  of accurate prediction of future stock prices in an efficient stock market as the stock prices , https://books.google.com/books?hl=en&lr=&id=gbdaEAAAQBAJ&oi=fnd&pg=PA15&dq=Stock+Prediction&ots=Tu0qmns2wv&sig=JMF4svegZ_-zf7CaFLMGR0m5rWU


stock_prediction, 2021, ai_trading, Prediction of stock market index using a hybrid technique of artificial neural networks and particle swarm optimization,  PSO algorithm to improve the prediction accuracy of ANN for NASDAQ-100 stock market index and  We first conduct a regular ANN analysis, and then attempt to improve the prediction , https://core.ac.uk/download/pdf/426954997.pdf


stock_prediction, 2021, ai_trading, Stock price prediction using BERT and GAN,  The growth in the inflation rate has compelled people to invest in the stock and  predictions on the time series data has been proven time and again. Technical analysis on the stock , https://arxiv.org/abs/2107.09055


stock_prediction, 2021, ai_trading, Hierarchical Adaptive Temporal-Relational Modeling for Stock Trend Prediction.,  We formulate stock prediction as a binary node classification task — discretizing future price movement into Rise or Fall via synthetic temporal-relational modeling. Let S = {s1,s2,...,sN } , https://www.ijcai.org/proceedings/2021/0508.pdf


stock_prediction, 2021, ai_trading, Modeling the momentum spillover effect for stock prediction via attribute-driven graph attention networks,  Restricting to several predefined relations inevitably makes noise and thus misleads stock predictions. In addition, traditional GCNs transfer and aggregate the peer influences without , https://ojs.aaai.org/index.php/AAAI/article/view/16077


stock_prediction, 2021, ai_trading, Stock price prediction using machine learning on least-squares linear regression basis,  stock price of a dataset to help aid in the prediction of stock prices leading to higher accuracy in prediction.  closing price of the stock and an independent variable, which is the day each , https://iopscience.iop.org/article/10.1088/1742-6596/1734/1/012058/meta


stock_prediction, 2021, ai_trading, A prediction of stock price movements using support vector machines in Indonesia,  The result obtained has a prediction accuracy rate of 65,33% on an average. The  stock price index movement as a predictor in this research which can increase average prediction , https://www.academia.edu/download/83553594/JAKO202120953703350.pdf


stock_prediction, 2021, ai_trading, Investigation of artificial intelligence in stock market prediction studies,  Stock index prediction is a very important challenge in financial statistic prediction. The exchange is subject to large price volatility which translates to high risks for holders of stock. , https://www.researchgate.net/profile/Jafar-Abdollahi/publication/357827251_Investigation_of_artificial_intelligence_in_stock_market_prediction_studies_Review/links/61e1533d8d338833e36a4ba7/Investigation-of-artificial-intelligence-in-stock-market-prediction-studies-Review.pdf


stock_prediction, 2021, ai_trading, Multi-graph convolutional network for relationship-driven stock movement prediction,  among a collection of stocks into consideration for better stock prediction. We construct multiple  Therefore, most works focus on stock movement prediction and so do we. Usually, stock , https://ieeexplore.ieee.org/abstract/document/9412695/


stock_prediction, 2021, ai_trading, Stock trend prediction with multi-granularity data: A contrastive learning approach with adaptive fusion,  not lead to more precise stock trend prediction due to some  relying on the inherent character of stock data. We also design  -the-art baselines on stock trend prediction and profitability in , https://dl.acm.org/doi/abs/10.1145/3459637.3482483


stock_prediction, 2021, ai_trading, Stock ranking prediction using list-wise approach and node embedding technique,  This study shows significant improvement in training time of stock ranking prediction by incorporating Node2Vec. It generates comparable ranking performance through hyperparameter , https://ieeexplore.ieee.org/abstract/document/9461199/


stock_prediction, 2021, ai_trading, Precise stock price prediction for optimized portfolio design using an LSTM model,  In Section II, some existing works on portfolio design and stock price prediction are  Section V presents the results of different portfolios and the predictions of future stock prices , https://ieeexplore.ieee.org/abstract/document/9719512/