Recovery brine resources crownpassivated graphene silicene boron nitride nanosheets based machinelearning structural predictions deep learning AI models predict tradeoff synergy firstprinciples density functional theory DFT simulations machine learning 2D material prediction @topic:23


Artificial Intelligencebased Detection Prediction Corporate Earnings Management irregular potentially malicious trading activity . newly various AI applications used detect predict power AI applications eg machine learning @topic:13


Data Processing Feature Engineering Stock Price Trend Prediction Research employing artificial intelligence techniques predict stock MFI Money Flow Index reflects trading flow stock based trading activity surrounding stock . @topic:13


Predictive maintenance standalone steel industrial components powered dynamic reliability digital twin model artificial intelligence barrier machine learning AI algorithms effective predictive maintenance Overall coupling simulation model AI algorithm useful find optimal trade @topic:23


Prediction modeling using deep learning classification grapetype dried fruits artificial intelligence used classify features . part study look different machine learning deep learning quality trading mass products . @topic:25


Energy forecasting smart grid systems recent advancements probabilistic deep learning last decade artificial intelligence AIbased methods involving machine learning ML deep learning DL using QRA improve profitability electricity trading . terms load @topic:26


Building energy management reinforcement learning model predictive control survey ANN models achieve suitable tradeoff accuracy predicted mean vote PMV Platon practical artificial intelligencebased approach predictive control @topic:26


Prediction power consumption signals sustainable turning PH138Mo steel different machine learning models techniques datadriven Artificial Intelligence AI Machine Learning ML algorithms overfitting underfitting effectively managing tradeoff bias variance @topic:23


Brain age prediction healthy subjects anatomic MRI deep learning Going beyond explainable AI ” mindset well known trade Machine learning community like deep learning criticized black box . Moreover AI systems sensitive bias prediction @topic:29


Multiagent deep reinforcement learning based Predictive Maintenance parallel machines production machines relative fault data generate maintenance predictions . Second Reinforcement learning RL envisioned key technique regard due @topic:24


Comparison conventional deep learningbased surrogate models predicting convective heat transfer performance Ubend channels Nevertheless deep learningbased models higher response accuracy could deep learning promising surrogate modeling approach due acceptable prediction @topic:23


multiobjective predictive energy management strategy residential gridconnected PVbattery hybrid systems based machine learning technique model based residual causal dilated convolutional networks energy production electric load system multiobjective optimization efficient trade energy @topic:26


Machine learning review classification combining techniques several applications Machine Learning ML significant predictive data mining . Every instance dataset used machine learning algorithms @topic:25


wisdom market Using human factors design prediction markets collective intelligence trade historical trading data prediction Instead seek integrate recent advances AI create machine learning layer enables prediction market @topic:13


multistage deep learning approach business process event prediction prediction next business process events classification problem . apply deep learning study deploy deep learning neural network framework H2O.ai @topic:24


Improving aircraft performance using machine learning review review provides stateoftheart AI machine learning reduced order modelling used accelerate numerical simulations temporal spatial forecast @topic:24


Blockchain AI amalgamation energy cloud management Challenges solutions future directions act data vendors prediction AI used AI algorithms ANN SVM P2P energy trading classified machine learning MLbased @topic:26


Explainable artificial intelligence process mining assessing explainabilityperformance tradeoff outcomeoriented predictive process monitoring @topic:30


prediction model optimization critiques centroid clustering reducing sample size integrating statistical machine learning techniques wheat … artificial intelligence AI coined term machine learning machine learning model prediction capability biasvariance tradeoff common property application machine @topic:30


Best Profitable Crops Prediction Profit Cost Farmland Optimization using Machine Learning Maximum Trade Value Lowest Trade Value Trade compared production many paper primary SLR focuses use AI harvest yield prediction issue @topic:30


Empirical evaluation stock market forecasting via extreme learning machine paper seeks offer deep learning system enormous amounts financial trade data determine According data gathered current events AI could thoroughly @topic:13


CPPCNDL Crude oil price prediction using complex network deep learning algorithms interactive involving factors applying powerful strategy decomposition ensemble ” swift steady artificial intelligence AI predictive approach ie extended extreme @topic:26


Machine learning Overview recent progresses implications process systems engineering field process generated many petabytes data . machine learning predictive 2015 alone based key AI technology called Deep Learning . large number new @topic:23


… matter Introducing gated convolutional neural networks GCNN keyvaluepredict attention networks KVP next event prediction deep learning quality could investigated confirmatory explainable artificial intelligence performance improvements tradeoff model performance model @topic:25


… deep learning stock return prediction Oslo Stock Exchange comprehensive test deep learning models predictive purposes applicability … testing simple long trading strategies utilizing predictions Even though trading performance total transaction turn subset within artificial intelligence AI . @topic:13


unreasonable effectiveness deep learning artificial intelligence Natural language applications often start symbols word embeddings deep learning networks trained predict next word sentence 14 @topic:28


hybrid machinelearning model predicting waste generation rate building demolition projects overfitting problem C represents tradeoff model complexity seen new AI approach used develop better predictive models @topic:23


Machine learning methods without tears primer ecologists Machine learning methods family statistical techniques origins field artificial intelligence Machine learning methods powerful tools prediction explanation @topic:23


systematic review fundamental technical analysis stock market predictions machine learning algorithms used machine learning machine artificial neural network found used machine learning algorithms stock market prediction @topic:13


Exploring machine learning models soil nutrient properties prediction systematic review machine learning predicting soil qualities . components qualities soil prediction Artificial intelligence AI applied soil prediction vital agriculture since soil @topic:30


Ensemble meta machine learning predicting adsorption anionic cationic dyes aqueous solutions using PolymergrapheneclayMgFeAlLTH … AI models adsorption studies several advantages . Firstly AI models effectively predict Tree sacrificing little accuracy tradeoff better model generalization . @topic:23


Forecasting solar stock prices using treebased machine learning classification important silver prices machine learning methods forecast direction solar stock prices . feature set used prediction ExtraTrees predictions used generate trading signal . @topic:26


Applied Machine Learning Explainability Techniques Make ML models explainable trustworthy practical applications using LIME SHAP diverse areas AI machine learning include Weather forecasting one classical forecasting problems always tradeoff accuracy interpretability . @topic:30


Financial distress prediction using hybrid machine learning techniques trade war China US 20182019 increased probability mining machine learning deep learning artificial intelligence 818 . Machine learning @topic:28


Augmenting geophysical interpretation datadriven operational water supply forecast modeling western US river using hybrid machine learning approach supply forecasting WSF introduce hybrid statisticalartificial intelligence method . reflects among considerations tradeoffs better model development @topic:23


Transformation smart grid using machine learning Machine learning artificial intelligence enable smart Machine learning used predict equipment Automated brokers effectively trade two different @topic:26


MUVINE Multistage virtual network embedding cloud data centers using reinforcement learningbased predictions reinforcement learning . Although AI techniques help build efficient prediction model RL walk tight rope balancing tradeoff exploitation explo @topic:24


Machine learning methods solar radiation forecasting review storage stochastic production trading produced power electricity already mentioned machine learning branch artificial intelligence . concerns @topic:26


FEBstacking FEBDNN models stock trend prediction performance analysis pre post covid19 periods utilizing deep learning machine learning frameworks fields AI machine learning deep learning effectively utilized trading purposes . present @topic:13


Forecasting municipal solid waste generation using artificial intelligence modelling approaches Results showed artificial intelligence models good prediction performance could waste forecasting models . Using machine learning algorithms reliably predict monthly @topic:23


Predicting semantic categories text based knowledge graph combined machine learning techniques predict semantic category unclassified hadith based cognitive graph combination machine learning Fmeasure make tradeoff precision recall @topic:25


Comparative analysis machine learning algorithm forecast Indian stock market machine learning offer solution investor use Artificial Intelligence AI Machine learning substantial trading cost due higher trading volumes . @topic:13


hybrid model multistep coal price forecasting using decomposition technique deep learning algorithms data technology AI models achieved major technological breakthroughs energy price forecasting . early recommended AI models machine learning algorithms @topic:26


Prediction Profit Comprehensive Review Cryptocurrency Trading Strategies Price Forecasting Techniques integration AI techniques notably machine learning deep learning . Sumi et al . 118 leveraged machine learning deep learning predict cryptocurrency prices @topic:40


Simulating Optimized Stock Price Prediction Using Deep Learning Mechanism Thus AI deep learning based researches came demand conducted area AI . One problems Cryptocurrency trading like traditional currency trading @topic:40


Heavy metals prediction coastal marine sediments using hybridized machine learning models metaheuristic optimization algorithm bay also affected maritime traffic commercial trade result highest level data reliability developing AI models HMs prediction . purpose @topic:23


Prediction tubular solar still performance machine learning integrated Bayesian optimization algorithm utilizes one machine learning ML artificial intelligence wellknown machine learning method inspired order ensure tradeoff data overfitting @topic:26


Explainable AI material property prediction based energy cloud shapleydriven approach believe utilization AI machine learning approaches prediction dielectric constant property PZT lead zirconate titanate ceramic materials holds significant @topic:23


Machine intelligence dynamical systemsA state‐of‐art review AI techniques include machine learning ML Every day investors trade billions dollars share market generalize predict data learning evaluating @topic:28


Machine learning based fault detection state health estimation proton exchange membrane fuel cells prediction accuracies models . results provide key insights predictive performance various machine learning three machine learning models selected @topic:23


TempAIEstimator Interior temperature prediction using domaininformed Deep Learning predictive models lack generalisation capabilities goal study develop train domaininformed greybox Deep Learning model called TempAIEstimator predict @topic:26


general framework uncertainty estimation deep learning predict future flows use Flownet2S architecture 34 represents good tradeoff quantitatively evaluate optical flow predictions use standard endpoint error @topic:24


Machine learning AI healthcare AI solution preparing project . move essentials AI machine learning apply machine learning algorithms @topic:29


Machine learning pharmacometrics prediction pharmacokinetic data differences similarities challenges illustrated rifampicin possibility overfitting underfitting providing tradeoff bias variance . artificial intelligence AI Bayesian optimization used tune artificial neural networks @topic:29


Deep reinforcement learning active high frequency trading electronic trading sparked forecasting LOB quantities using supervised learning models growing rapidly . work Kearns Nevmyvaka 15 presents overview AI @topic:13


attribution maps humanunderstandable explanations concept relevance propagation field machine learning ML deep neural networks predictions field explainable artificial intelligence importance individual prediction process @topic:30


Association mining based deep learning approach financial timeseries forecasting century East India Company ’ loan trading . 1830 ’ stock value predictions using artificial intelligence . Bitcoin prices using data like property network trading @topic:40


typology existing machine learning–based predictive analytic tools focused reducing costs improving quality health care Systematic search … Background Considerable effort devoted development artificial intelligence including machine learning–based predictive analytics MLPA use health care @topic:29


survey extant organizational computational setups deploying predictive models health systems Artificial intelligence AI machine learning ML enabled AICDS clinical workflow scrutinized tradeoffs . identified health systems clinical machine learning @topic:29


Integrating Piecewise Linear Representation Deep Learning Trading Signals Forecasting contrast artificial intelligence methods handle random chaotic predict trading signals make buying selling decisions . decades many artificial intelligence @topic:13


Stock market predictionbyprediction based autoencoder long shortterm memory networks Among AI techniques deep learning become domi market combined deep learning technical analysis Dash PK Dash hybrid stock trading framework @topic:13


Shortterm rainfall forecasting using machine learningbased approaches PSOSVR LSTM CNN Different prediction models developed using machine learning ML techniques branch AI emphasizing learning data identifying patterns making decisions @topic:23


Deep Water Predicting water meter failures humanmachine intelligence collaboration Beyond design AI fundamental making data valid learning . tradeoff accuracy need length past history useful make prediction . @topic:23


Towards design Internet Things machine learningenabled frameworks analysis prediction water quality IoT machine learning perform analysis predict water analyzed using machine learning models within contrast machine learning 37 subset AI @topic:23


Design evaluation adaptive deep learning models weather forecasting prediction model attempt replace previously studied machine learning models stateoftheart deep learning models Therefore tradeoff high accuracy high @topic:23


feasibility study deep learning‐based individualized 3D dose distribution prediction predicted based patient anatomy . work developed DL model predict desired PTVOAR tradeoffs represented dose volume histogram DVH inputs . @topic:29


Machine learning chemical product engineering state art guide newcomers Artificial intelligence AI machine learning ML also referred biasvariance tradeoff 30 . Ensemble deep learning used quality prediction industrial @topic:23


Machine Learning applied credit risk assessment Prediction loan defaults AI broad field Machine Learning viewed subcategory . stated one business function AI incorporation particular machine learning stock trading @topic:28


Carbon price forecasting novel deep learning approach Carbon emission trading market promotes carbon emission reduction effectively . Accurate paper instead using traditional artificial intelligence approaches traditional time @topic:26


Machine learning theory algorithms overview machine learning ML category artificial intelligence stock trading face shape detection medical diagnosis traffic predictions machine learning applications machine @topic:25


Artificial intelligencedriven risk management enhancing supply chain agility deeplearningbased dualstage PLSSEMANN analysis SC challenges managers making complex tradeoff decisions AI predictive learning capabilities sphere SC risk management common application AI @topic:26


Proposed Technique Using Machine Learning Prediction Diabetes Disease Mobile App work implemented ML explainable AI techniques predict diabetes . could potentially achieve better accuracy different tradeoffs . Therefore selection @topic:29


AIdriven battery ageing prediction distributed renewable community Emobility energy sharing machine learningbased regression learners applied firstly learn underlying ageing mechanism make accurate predictions topeer energy trading optimization @topic:26


stock price prediction model based investor sentiment optimized deep learning artificial intelligence deep learning provides new research method stock price prediction Therefore integrate sentiment index fundamental trading data forecast @topic:13


comprehensive machine learningcoupled response surface methodology approach predictive modeling optimization biogas potential anaerobic Co … combining machine learning RSM approaches predicting develop robust machine learningbased prediction model one machine learning subset AI . @topic:23


Ensemble Machine Learning Approaches Prediction Türkiyes Energy Demand AIbased prediction methods gained significant Machine learning ML AIbased prediction method tradeoff bias variance model 28 . @topic:26


Covid 19 pandemic socioeconomic behaviour infection characteristics intercountry predictive study using deep learning work tried develop AI based multihorizon predictive model considering countries found clusters Trade Openness Index HAQI taken @topic:25


AIDriven Algorithmic Trading RealTime Risk Management Integrating Control Systems Optimized Portfolio Management market data predicting trends making instantaneous trading decisions . study AIdriven trading algorithms employ variety machine learning deep learning @topic:13


review wind speed wind power forecasting deep neural networks artificial intelligence technologies especially deep learning various deep learning technologies used WSWP term forecasts utilized energy trading power @topic:26


Survey explainable artificial intelligence techniques biomedical imaging deep neural networks machine learning algorithms . Explainable AI XAI techniques help understand model predictions tradeoff accuracy interpretability models @topic:30


Crude oil price forecasting machine learning Google search data accuracy comparison singlemodel versus multiplemodel crude oil price forecasting interesting problem forecasting performance singlemodel machine learning methods multiplemodel machine learning methods forecasting @topic:24


Machine learning accelerated discrete element modeling granular flows years machine learning artificial intelligence MLAI predicted results frame n 1 used predict commercial product process service trade name trademark @topic:23


Nooscope manifested AI instrument knowledge extractivism Machine learning prediction used project future trends behaviours according workers finally within paper European Trade Union Institute highlights seven @topic:30


Realised volatility forecasting Machine learning via financial word embedding forecasts identify volatility movers use Explainable AI XAI make ML forecasting RV calculated NASDAQ market trading hours 930 400 PM @topic:13


Harnessing power machine learning carbon capture utilisation storage CCUS–a stateoftheart review application machine learning ML . ML used classify predict optimise cluster data . machine learning AI materials development process @topic:23


Explainable ai review machine learning interpretability methods tradeoff performance machine learning produce explainable interpretable predictions . one machine learning models interpretable predictions rises @topic:30


Statistical machine learning approaches liver disease prediction use artificial intelligence machine learning combination machine learning algorithms based specific problems assist one make decisions . Machine learning @topic:29


Prediction Live Bulb Weight Field Vegetables Using Functional Regression Models Machine Learning Methods application artificial intelligence AI emerging AI technologies machine learning deep learning penalty parameters regularize tradeoff @topic:25


Machine Learning—Automated Machine Learning AutoML Disease Prediction model goes beyond looking predictive accuracy using loss function . tradeoff optimizing towards desired metrics . particular tradeoff @topic:29


Research based stock predicting model neural networks ensemble learning prediction time series financial trading development artificial intelligence machine learning time series prediction model based ensemble learning @topic:13


Current future roles artificial intelligence medicinal chemistry synthesis Machine learning methods reaction prediction include attempting infer reaction rules tradeoff assessed expert chemists sort many @topic:29


cardiologists guide machine learning cardiovascular disease prognosis prediction broad consensus artificial intelligence AI machine learning ML often improves prediction capabilities unseen data 27 . goal reach favorable trade @topic:29


interpretable chest CT deep learning algorithm quantification COVID19 lung disease prediction inpatient morbidity mortality advantage using AI systems prediction COVID19 attributed trade interpretability accuracy likely univariate prediction strength current AI @topic:30


Survey deep reinforcement learning motion planning autonomous vehicles Artificial Intelligence Machine Learning methods critic agent uses different predictions value part training process since raises tradeoff problem @topic:24


Reconciling modern machinelearning practice classical bias–variance tradeoff breakthroughs machine learning artificial intelligence changing society reconciles Ushaped curve predicted bias–variance tradeoff observed @topic:30


… characterization polyhydroxyalkanoategraphene oxidenanoclay bionanocomposites Experimental results theoretical predictions via machine learning … 3 Strong AI machine intended weak AI AI systems focused specific task . Although general strong AI remain longterm goals advances AI @topic:23


edge computingoriented net power forecasting PVassisted charging station Model complexity forecasting accuracy tradeoff deep learning algorithm process whose module exceedingly timeconsuming . Apart DAELM still maintains satisfactory forecasting performance inherited deep learning @topic:26


Exploiting machine learning techniques location recognition prediction smartphone logs however real working systems recognize predict location exploiting machine learning techniques develop hybrid AI system location prediction @topic:25


Multifaceted Approach Stock Market Trading Using Reinforcement Learning forecast signals profitable trading actions 17 usage supervised machine learning trading quite est artificial intelligence deep learningbased systems . @topic:13


Cryptocurrency Price Prediction Using Deep Learning technical trade indicators machine learning build integrate price prediction various cryptocurrencies . prediction various AI algorithms used enable auto @topic:40


machine intelligence technique predicting cardiovascular disease CVD using Radiology Dataset diagnosis using Artificial Intelligence AI . AI data mining produce precise results low error rates . study sets stage improvement novel risk prediction @topic:29


machine learning modeling framework predictive maintenance based equipment load cycle application real world case alarms range 200 K 5 MM USD per year depending tradeoff true artificial intelligencebased system HM emphasis trends deep learning . @topic:24


comparative approach predict corona virus using machine learning paper presents prediction analysis COVID19 using various machine paper prediction symptoms COVID done using various machine learning @topic:30


Truck parking pattern aggregation availability prediction deep learning Prediction TPOP neural network timevariant occupancy prediction deep learning work Ai includes weather condition weatherID day week WeekID @topic:24


STOCK TRADING STRATEGY BASED DEEP REINFORCEMENT LEARNING HONGKONG CAPITAL POSITION artificial intelligence improve investors turning quantitative trading build effective trading machine learning classification prediction algorithms @topic:13


hybrid deep learning method prediction ship time headway using automatic identification system data deep learning method predicting predictions provided method indicating proposed method outperforms models terms prediction performance learning @topic:24


novel radiomics approach predicting TACE outcomes hepatocellular carcinoma patients using deep learning multiorgan segmentation process using pretrained deep learning model . Finally used explainable AI XAI performance approach despite tradeoff time consuming process . note initial @topic:29


Prediction cementbased mortars compressive strength using machine learning techniques artificial intelligence AI model special features best achieved AI technique prediction cementbased mortars CS . Figure 3 presents general process @topic:23


Application big data machine learning smart grid associated security concerns review Application reinforcement learning energy trading hierarchical forecasting approach utilized machine learning authors predict use artificial intelligence @topic:26


Advancements Deep Learning Algorithms deep learning AI technologies scalability efficient training techniques promising potential deep learning projections highlight dynamic nature deep learning @topic:25


government laws machines machine learning strand artificial intelligence uses often purpose making predictions future . Article focuses predictive uses machine learning @topic:30


Deep learning deep chemistry optimizing prediction chemical patterns applications published early years AI ML Chemistry falls beyond discovery new process strategies batch reactions v establishment tradeoffs @topic:23


Deep learning based short‐term load forecasting incorporating calendar weather information electricity trading companies load forecasting helpful deep learning represented deep neural networks successful frontier artificial intelligence @topic:26


novel machine learning model dose prediction prostate volumetric modulated arc therapy using output initialization optimization priorities plans infer feasible ranges dose tradeoffs . However VMAT treatment planning using dose tradeoffs . factors combine reduce quality final treatment plan . @topic:29


Prediction markets big push advance machine learning technology team seen AI prediction markets converge uses learning networks predict specific trade outcomes @topic:28


Stock price forecasting using pso hypertuned neural nets ensembling approach utilizes deep learning techniques predict price Modern trading strategies involve machine learning based Stock price prediction one popular uses PSO AI @topic:13


Deep learning based resource forecasting 5G core network scaling Kubernetes environment balancing costperformance tradeoff 5G mobile AIbased network resource usage forecasting solution proposed method uses deep learning model predict @topic:24


Prediction slaughterhouse workers RULA scores knife edge using lowcost inertial measurement sensor units machine learning algorithms use artificial intelligence machine learning techniques perform task classification tradeoff flexibility interpretability often adopted selecting @topic:23


Machine learning algorithms predicting risk profiling cardiac surgeryassociated acute kidney injury  root deeper ML strategies underperforming clinical prediction biasvariance tradeoff .  Linear methods LR model data higher bias less @topic:29


Unifying flow stereo depth estimation highquality flowdisparitydepth predictions unmatched regions compare speedaccuracy tradeoff splitting Pattern Analysis Machine Intelligence . @topic:24


Generative deep learning Predicting world means understanding world—in sense generative AI solving core intelligence . AI future textbased machine learning @topic:28


Stock prices prediction using title newspaper articles korean natural language processing CNN model predict stock price 5 days trading day . models predict stock price flow newspaper article title . employ stateoftheart deep learning @topic:13


Spatial prediction wildfire susceptibility using field survey GPS data machine learning approaches artificial intelligence AI may considered effective solution . AI technologies like machine learning plotted curves based ROC method show tradeoff @topic:24


Quantum machine learning 6G communication networks Stateoftheart vision future provision isolated Artificial Intelligence AI operations . However fully web resources data flow prediction network state prediction data dimensions reduction @topic:25


Extraction human understandable insight machine learning model diabetes prediction However use complex model ensemble deep learning tradeoff accuracy interpretability . response problem interpretability different @topic:30


Contextual gaps machine learning mental illness prediction case diagnostic disclosures contextual error analysis technique novel method evaluate success trade example AI systems used predict receive intervention @topic:30


comparative study working gnn cnn panoramic xrays prediction dental diseases benefited developments Artificial Intelligence Deep Learning recent years . One perspective research realize good tradeoff prediction accuracy @topic:29


Using machine learning predicting area firmware metrics hardware designs abstract specifications Machine Learning algorithms area firmware estimation Machine Learning form Artificial Intelligence AI show Section 5 approach enables necessary trade @topic:25


investigation deep learning wavelet transform nowcast wind power wind power ramp case study Brazil Uruguay ramp forecasting using supervised deep learning 78 . sense fact trade winds develop oceans computational intelligence AI supervised deep learning @topic:26


Predictive analysis health care system using AI AI gadgets ML NLP Machine Learning Natural Language Processing along various uses AI subsequent obstacle information trade . function admirably @topic:29


Maximizing information chemical engineering data sets Applications machine learning artificial intelligence already big impact chemical engineering . classical machine learning predictions handle exploitation vs.exploration tradeoff @topic:23


review machine learning applications wildfire science management connected broader field artificial intelligence AI . AI researchers aim understand conventional supervised ensemble machine learning DBNet predict bushfire @topic:23


Sentiment analysis using deep learning architectures review StockTwits positive correlation stock trading volume next day . Also predicted tweet could retweeted using various machine learning @topic:13


machine learning predict drug nanocrystals recent years applications artificial intelligence AI techniques fields Machine learning heart part current AI methods could solve complex issues @topic:23


Consortium blockchainbased spectrum trading network slicing 5G RAN multiagent deep reinforcement learning approach demand prediction strategies . multiagent deep reinforcement learning MADRL slicelevel spectrum optimization leveraging AI techniques 26 . information @topic:24


Deep portfolio optimization via distributional prediction residual factors deep learning techniques motivated intensive research machine learningaided stock trading application typical datahungry machine learning methods leveraging financial @topic:13


demonstration machine learning explicit functions cycle time prediction using MES data Sample path equation Equation 1 ai di equal arrival departure times lot identified predictive cycle time models providing good tradeoff exploratory @topic:24


Evaluating Molecular Complexity OpenSource Machine Learning Approaches Predict Process Mass Intensity suggested standards AIML pharmaceutical prediction error lower chemists ’ vote variability 0.75 . Still model comes unique advantages trade @topic:29


theoryguided deeplearning method predicting power generation multiregion photovoltaic plants highly accurate prediction photovoltaic power work hybrid deep learning framework proposed deep learning model make predicted results possess @topic:26


Deep learning IoT big data streaming analytics survey result prediction conforms ground truth values . AI systems learning solutions top IoT infrastructure using emerging DL machine learning @topic:24


Explainable AI healthcare 5.0 opportunities challenges models prediction outputs . machine learning ML deep learning DL models . EXAI focused improving clinical health practices brings transparency predictive @topic:29


Machine learning stock market forecasting review models accuracy learning artificial intelligence sentiment analysis improve empirical study machine learning algorithms stock daily trading strategy . Mathematical Problems @topic:13


RETRACTED AICLE Drug–target interaction prediction using artificial intelligence machine learning methods perform within task predicting new DTIs . Performance single CNN SVM model similar tradeoffs made @topic:29


Anomaly detection predictive maintenance industry 4.0A survey put organizations ’ thought process tradeoff novel deep learning technique predict abnormalities ahead need using AI predictive maintenance . @topic:23


Ultrashortterm photovoltaic output power forecasting using deep learning algorithms Deep Learningbased forecasting models 20.15 kWp PV plant Trondheim Norway . results show forecast paper performance various AIbased forecast @topic:26


Towards explainable artificial intelligence machine learning artificial intelligence become indispensable tools sciences tasks prediction AI system uses predicting often important @topic:30


Auditing fairness placebased crime prediction models implemented deep learning approaches time large amount work shown often exists tradeoff performance fairness predictive models confirm paper better @topic:30


Computational approach heart disease prediction using machine learning play AI proclaimed Machine Learning provides computers sector information analytics machine learning em Deep learning provides care trade power @topic:29


Explainable artificial intelligence intrusion detection system recent advancements AI machine learning 12 . parameters c gamma control tradeoff understand model ’ prediction . ensemble ML @topic:30


Building thermal modeling model predictive control physically consistent deep learning decarbonization energy optimization AIbased approaches enable buildings sustainable energy efficient AI algorithms blackbox models machine learning deep learning models @topic:26


Survey federatedlearning approaches distributed environment FL models DRLDeep reinforcement learning Artificial Intelligence Machinelearning techniques decision making process data predictions forecasting @topic:28


Revolutionizing solar energy impact artificial intelligence photovoltaic systems energy trading thanks AI algorithms incorporate machine AIbased energy forecasting uses machine learning Advanced energy forecasting improves energy trade stabilizes @topic:26


Credit Risk Prediction using Ensemble Machine Learning Algorithms models regarding accuracy time tradeoff . Hence techniques like machine learning required predict credit ML area artificial intelligence research focusing @topic:28


Reinforcement learning fast slow predict upcoming events speaks ’ reinforcement tradeoff stronger initial assumptions learning recently developed AI technique rapid deep RL metaRL . @topic:28


Predicting Thai Listed Company Financial Distress Machine Learning Synthetic Minority Oversampling Technique Hybrid Resampling Techniques research would like utilize simple wellknown effective machine learning models compare prediction accuracy classify targeted distressed firms . @topic:28


Prediction wear dental composite materials using machine learning algorithms study sought utilize different machine learning models artificial intelligence predict learning model incorporates biasvariance tradeoff every component @topic:23


Metamodeling game deriving theoryconsistent microstructurebased traction–separation laws via deep reinforcement learning simulations tradeoff widely known FEM 2 information flow enhances prediction accuracy still requires work introduce general artificial intelligence @topic:23


Financial Market Sentiment Prediction Technology Application Based Machine Learning Model could automatically monitored gather data related trading activities 13 . fraud sample population agreed effectiveness AI predicting market sensitivity . @topic:28


Machine learningbased coding unit depth decisions flexible complexity allocation high efficiency video coding hotspot widely applied artificial intelligence pattern training good tradeoff RD cost original RDO process prediction regarded @topic:25


Stock market trend prediction investment strategy deep neural networks hand deep learning new tool deal one core algorithms artificial intelligence . Classical predict trend next 10 trading days use @topic:13


Blockchain network based topic mining process cognitive manufacturing artificial intelligence machine learning deep learning mining process using trade transactions occur real deeply analyze process monitoring error prediction @topic:13


Counterfactuals causability explainable artificial intelligence Theory algorithms applications predictions deep learning models . machine learning predictions also explain make decisionmaker understand w h predictions @topic:30


clinicians want contextualizing explainable machine learning clinical end use important initial uptake AI tool critical factor Clinical thought process acting predictions deploying machine learning based predictive tool carry @topic:29


machine learning meets privacy survey outlook machine learningbased artificial intelligence era . context machine learning quite different data cycle eg training publishing prediction data @topic:30


Experimental methods chemical engineering Artificial neural networks–ANNs Deep learning flourish chemical engineering large data sets become available . modelling prediction even envision ANNs may fulfill artificial intelligence promise @topic:23


DARPAs explainable artificial intelligence XAI program explainability tradeoff various ML techniques . Create suite machine learning techniques produce causal diagrams STCPGs predict happen certain @topic:30


Machine Learningbased Stock Market Forecasting using Recurrent Neural Network today ’ world trading became common . Observing trends stock market predictions Simple machine learning algorithms low accuracy ’ used @topic:13


survey swarm evolutionary computing approaches deep learning predictions . Since inception 2007 DL become popular topic machine learning speech pattern recognition position AI framework depicted Fig . 1 . @topic:24


Reinforcement learning cyberphysical systems cybersecurity case studies subfields AI research machine learning neural Share market trading Financial giants like Goldman Sachs predictive modeling using reinforcement learning . arXiv @topic:28


Predicting hypoxia using machine learning systematic review determine risk stage disease artificial intelligence AI prime example machine learning ML discipline AI demonstrated tradeoff sensitivity @topic:29


Deep learning pore scale imaging modeling imaging capabilities must trade high resolution permeability predict flow fields predict distribution AI reach practical use tasks review focuses @topic:23


Innovation design age artificial intelligence machine learning techniques Netflix uses data AI algorithms predict content natural tradeoff time spend walking @topic:25


Damage localization rail section using single AE sensor data experimental investigation deep learning approach Railways serve vital link global trade Support Vector Machine SVM models AI illustrated deep learningbased model realtime prediction @topic:24


Reviewing machine learning corrosion prediction dataoriented perspective ML specific area AI allows computers learn employed prediction corrosion behaviour community still relies inaccurate predictive models log @topic:23


novel dynamic ensemble Numerical Weather Prediction multistep wind speed forecasting deep reinforcement learning error sequence modeling trade artificial intelligence particularly deep learning extracting abstract features managing complex nonlinearities integration physical simulation artificial intelligence @topic:26


Reinforcement learning survey paper discusses central issues reinforcement learning including trading reinforcement learning conventional supervised learning . latter expected future predictive @topic:28


Survey machine learning deep learning approaches sales forecasting trading etc . Due necessity sales forecasting study focused machine learning approaches come Artificial Intelligence AI permits softwares @topic:28


interpretable deep learning model timeseries electronic health records Case study delirium prediction critical care DSA maintains comparable predictive performance baseline models BiLSTM providing interpretability minimising trade predictive @topic:29


Deep learning vision systems central AI team serves deep learning think tank Figure 1.14 Using machine learning model predict Morelayers come tradeoffs discuss @topic:25


WTO water General Agreement Trade Services GATS poor peoples right water Article states aim GATS progressively liberalize trade services ie open service sectors currently closed trade promote elimination @topic:48


genesis GATS General Agreement Trade Services liberalization trade services . article traces GATS negotiating history forces brought services dossier multilateral trading system governments @topic:4


Negotiations trade services position trade unions GATS middle new WTO negotiation round started different WTO Member States trade services availability quality retail trade services support smaller @topic:4


Liberalization trade services trade negotiations Throughout chaptertrade services ’ ’ used defined GATS includes cross controversial consensus holding WTO negotiations regarding . @topic:11


Trade Services Agreement TISA compatibility GATS assessment based current evidence Agreement WTO Agreement WTO Agreement shall prevail extent inconsistency ’ Article 112 . similar purpose might served provision Australia– @topic:11


General Agreement Trade Services Taking Stock Moving Forward GATS negotiations moving along completely different track time frame WTO systemic issues WTO Members face negotiating trade services . @topic:4


WTOGATS global education services industry However asking questions WTOGATS processes means directing attention new agreement General Agreement Trade Services GATS covering many @topic:27


Liberalizing trade services reciprocal negotiations regulatory reform paper discusses coming WTO negotiations services might best used Central decisionmakers rely trade negotiating process obtain outcome @topic:11


general agreement trade services appended GATS forms part overall agreement See Part WTO ’ founding instrument . important note GATS forms Annex 1B WTO Agreement @topic:4


Shaping future rules trade services lessons GATS emphasis achieving balance liberalizing concessions ” led perception WTO negotiations mercantilist process driven political forces nevertheless @topic:11


General Agreement Trade Services GATS WTO negotiations Geneva get impression GATS negotiations continue existing domestic laws regulations affecting trade services form commitments @topic:4


first five years WTO General agreement trade services services agreements . latter objective eventually ripened General Agreement Trade Services GATS . essay evaluates first five years GATS @topic:4


Assessment trade Services context current GATS negotiations WTO However assessment GATS particular new negotiations vital WTO Members gain sound understanding effects implications current GATS @topic:11


GATS TiSA pushing trade services regime beyond limits World Trade Organization WTO new generation free trade redesign General Agreement Trade Services GATS plurilateral Trade Services Agreement @topic:11


World Trade Organizations new services ” negotiations threaten democracy GATS played pivotal role several recent WTO cases rulings cases show services ” agreement current round GATS renegotiation every @topic:36


general agreement trade services Doomed fail matter World Trade Organization entered force 1995 GATS greatly extended coverage multilateral trading Footnote 1 GATS negotiated period far @topic:4


Negotiating trade educational services within WTOGATS context Trade ES GATSWTO formed additional backdrop education exemplified GATSES seen educational sector GATSWTO negotiations . @topic:27


public health implications world trade negotiations general agreement trade services public services WTO others GATS exempts public services require privatisation . discuss trade treaty processes subject public services effect GATS @topic:31


new framework global trade services–all Gats important point mechanism tariff offers used WTOGATT negotiations goods applicable case NTBs trade services hence new negotiation @topic:11


Assessing general agreement trade services future negotiations GATS context likely lead toward fully nondiscriminatory establishment GATS WTO . Negotiations financial services basic @topic:35


Legal review General Agreement Trade Services GATS health policy perspective draft WTO Agreement GATS Article VIII4 . rules require WTO member granting rights provide affected WTO wholesale trade services ” within meaning GATS . @topic:31


Services liberalization new generation preferential trade agreements PTAs much GATS commitments WTO Members ’ existing GATS commitments part negotiated ten years ago also services offers submitted @topic:11


General Agreement Trade Services GATS current GATS Negotiations @topic:4


GATS Millennium Round Multilateral Negotiations liberalisation trade services due review year 2000 new round multilateral trade negotiations begin World Trade Organization WTO . @topic:4


GATS Modes Supply Statistics Trade Services GATS set priorities future negotiations necessary assess relative importance individual services attributed WTO Secretariat . article @topic:11


Compromises failures GATS negotiations . impact WTOservices agreement evolvement international standards services … one hand GATS WTO agreement widest range coverage . hand services agreement flexible agreement among WTO agreements @topic:4


Trade fisheries services WTO GATS framework services classified World Trade Organization WTO framework trade services assessment area trade services mainly due General Agreement @topic:4


Setting Agenda Next Round Negotiations Trade Services another major round negotiations trade services begin later negotiations GATS assigned Council Trade Services task developing negotiating @topic:4


2 GATS Wrst rounds start later Wve years date entry force WTO Agreement ’ ’ January 1 2000 . failure Seattle Ministerial @topic:4


Analysis Trade Services India GATS WTO purpose paper study critically GATS agreement special reference WTOs GATS agreement . four modes services export one @topic:11


Public Services GATS right choose services offer GATS come intense pressure negotiations meet demands powerful WTO members ’ John Hilary @topic:36


Interpreting General Agreement Trade Services WTO instruments relevant international trade financial services lawyers perspective analyze GATS legal instruments WTO financial services trading regime Beginning proposition knowledge subject matter negotiating @topic:35


World Trade Organization trade services Doha negotiations trade services General Agreement Trade Services GATS Trade Organization WTO1 negotiations trade services @topic:11


GATS water threat services negotiations WTO raised GATS context services negotiations currently taking place WTO . one contentious aspects GATS liberalisation programme . Drawing new @topic:48


Trade Services Agreement TiSA stepping stone next version GATS GATS negotiations within WTO barely inched WTO members services negotiations became TiSA negotiations services GATS @topic:4


Rules Trade Services 2.0 Adapting GATS Changing Trade Landscape higher levels trade liberalisation radically different trade policy landscape . WTO negotiating adjudicative deliberative functions adapting GATS changing @topic:11


Globalisation GATS trading education services services like education health incorporated mandate WTO ’ General Agreement Trade Services GATS regional global trade education @topic:27


Services liberalization WTOGATS perspective search volunteers virtually liberalization General Agreement Trade Services GATS date . existing commitments confined guaranteeing levels @topic:11


Less GATSnegative preferences regional services agreements parties dispute would bound WTO Agreement PTA . second criterion extent GATSminus provision PTA could considered @topic:11


General Agreement Trade Services GATS Whats Social Security article explores implications World Trade Organization ’ General Agreement Trade Services GATS social security . examines bearing GATS @topic:36


Trade environmental services assessing implications developing countries GATS various options available within GATS WTO Members wish services part ongoing General Agreement Trade Services GATS negotiations WTO @topic:49


General Agreement Trade Services GATS international trade health services . Impact regulations health trading services WTO umbrella organization implementation interpretation various multilateral trade agreements socalled WTO Agreement . @topic:31


National Treatment GATS GATS ended entry force WTO Agreement except maritime financial basic telecommunications servicesthree sectors negotiations WTO Agreement . @topic:37


Services Trade Liberalisation Regulation New Developments Old Problems WTO ’ General Agreement Trade Services GATS also discuss aspects services trade liberalisation bilateral regional trade idea trading services across borders @topic:11


GATS APEC impact trade agreements legal services important legal services WTOs Doha negotiations faltered discussed APEC forum continuing discussions legal services trade issues.8 new forum @topic:11


WTO negotiations services regulatory state grabs However neither GATS WTO agreement provides guidance determine likeness ” services service providers . determination crucial @topic:4


GATSGeneral Agreement Trade Services Trade Organization WTO services represent 60 global production 20 world commerce . development merchandise trade Em resumo GATS regula os tipos de @topic:4


Trade healthcare health insurance services WTOGATS supporting actor impact General Agreement Trade Ser vices GATS healthrelated 94 strong majority WTO Members elected assume trade obligations terms @topic:31


Trade Services GATS Arab Countries number sectors ro continue without endan gering establishment GATS WTO . Negotiations financial services basic telecommunications @topic:4


Trade Services Agreement TiSA negotiations overview issues congress services trade evolved significantly since GATS went effect 1995 . address issues 23 parties engaged discussions GATS making applicable WTO @topic:11


General Agreement Trade Services GATS Analysis @topic:11


handbook international trade services negotiating environment respect services trade . WTO Members reluctant make market access based GATS commitments—direct insurance services 309 @topic:11


General Agreement Trade Services—from 1994 year 2000 features trade services sets apart hm trade GATS services agreement differs fiom Agreement Establishing WTO World Trade Organiza @topic:11


General Agreement Trade Services trade services sets apart trade goods . examines features incorporated GATS services agreement WTO Agreement @topic:11


Eservices WTO adequacy GATS classification framework adoption WTO GATS rules classifying services services electronically term EServices ” . GATS calls successive negotiations @topic:37


NonDiscrimination International Trade ServicesLikeness WTOGATS General agreement trade services Gats built upon foundations albeit national treatment assumes fundamentally different role allowing progressive @topic:4


Health services General Agreement Trade Services progressive liberalization services trade accordance GATS Article XIX1 regardless launching comprehensive negotiations within remit WTO . new @topic:31


National regulation trade liberalization services growing significance trade services led Agreement Trade Services GATS one multilateral trade agreements auspices World Trade Organization @topic:4


Evaluating Continuing GATS Negotiations Concerning International Maritime Transport Services GATS encompass maritime transport negotiating approach needs promote additional degree reciprocity services WTO Agreement specifically @topic:4


Draft legal review General Agreement trade services GATS health policy perspective WTO Agreement GATS Article VIII4 . rules require WTO member granting rights provide affected WTO wholesale trade services ” within meaning GATS . @topic:31


WTO dispute settlement practice relating GATS WTO dispute settlement mechanism also covers disputes arising General Agreement Trade Services GATS sector distributive trade services ’ 90 described @topic:4


different approach WTO negotiations services different negotiation approach based lessons learned WTO negotiations proposal make future GATS negotiations processes efficient going straight @topic:4


Trade services regulatory flexibility 20 years GATS 20 years critique aegis negotiations trade goods WTO agreement government procurement Group GATS Rules also discussing issue services subsidies @topic:4


Trade services regional trade agreements negotiations services specific WTO three sorts available negotiate entry force GATS . example Chile trade services compared countries negotiate @topic:11


Trade Financial Services Assessment Agreement Trade Financial Services GATS longest trade negotiation rounds . trade services agriculture technology products intellectual property discussed . See WTO Web site www.wto.orgwto @topic:35


Trade financial services World Trade Organization services sector WTO Agreement.This article analyses multilateral rules disciplines regulate trade financial services . force WTO Agreement GATS . @topic:35


general agreement trade services GATS poor peoples right water Also known GATS 2000 negotiations initiated GATS framework enhance world trade services . result WTO member countries currently negotiating @topic:48


Trade ServicesBringing Services Multilateral Trading System General Agreement Trade Services GATS GATS rules likely arise pronounced way respect possible future WTO negotiations investment agreement . @topic:4


Concluding WTO services negotiations domestic regulation–hopes fears ’ parlance used General Agreement Trade Services – GATS . heart paper lies thoughtprovoking proposal necessity test applicable across @topic:4


Higher education crossing borders guide implications general agreement trade services GATS crossborder education General Agreement Trade Services GATS implications world higher education . Adopted 995 World Trade Organization WTO GATS clearly @topic:27


Trade education GATS whats whats whats fuss services World Trade Organisation ’ GATS trade education services . paper also depicts key elements found negotiating proposals education services @topic:27


Turning hills mountains Current commitments General Agreement Trade Services prospects change GATS generally remained modest given key economic importance many services growing role international trade WTO particular structure GATS @topic:4


11 Trade Health Services GATS recent critical development international legislation concerning trade health services WTO GATS negotiations aimed liberalization trade @topic:31


Trade Services World Trade Organization India members WTO . GATS one significant agreements WTO . ones unless recourse made waiver provisions WTO Agreement . @topic:4


right water trade services Assessing impact GATS negotiations water regulation World Trade Organization WTO General Agreement Trade Services GATS part overall Doha Agenda WTO members currently engaged negotiations @topic:48


economic structure international tradeinservices agreements trade liberalization agreements World Trade Organization ’ General Agreement Trade Services GATS . develop model key features @topic:11


Social services GATS key issues concerns Concerns voiced liberalizing social service health education WTO ’ General Agreement Trade Services GATS may @topic:36


Regulation Subsidies within General Agreement Trade Services WTO problems prospects Multilateral Trade Negotiations GATS introduced set multilateral disciplines governing international trade investment services.Given importance services @topic:4


Russia General Agreement Trade ServicesGATS WTOs General Agreement Trade Services GATS substantial precisely legal regulatory frameworks services among Russias major trading partners . @topic:4


Definition trade services critical analysis Agreement Trade Services GATS conclusion Uruguay Round multilateral trade negotiations – Second WTO Members traditionally negotiate access services @topic:11


International trade services domestic regulations necessity transparency regulatory diversity world trading system adding services portfolio UR newly created WTO World Trade Organization . titled GATS General Agreement Trade Services @topic:4


Energy services general agreement trade services trade services electricity retailing services electricity town gas steam hot water . services nevertheless covered GATS scope Agreement @topic:50


Trade talk analysis impact trade liberalization general agreement trade services higher education GATS first legal trade agreement focuses exclusively trade services . administered World Trade Organization WTO made 144 member @topic:27


Regulation privatisation water services developing countries Assessing impact General Agreement Trade Services GATS Trade liberalisation environmental services current WTO General Agreement Trade Services GATS widely advocated means increasing private @topic:48


Legal Services GATS Norms Barriers Trade services part GATS agreement currently subject discussion negotiation WTO trend improving since 1993 worst year trade services @topic:11


Opening markets trade services countries sectors bilateral WTO negotiations liberalization services including quantitative assessment GATS liberalization achieved recent PTAs latter considers experience services PTAs negotiated far @topic:11


Impact General Agreement Trade Services OECD Multilateral Agreement Investment GATS trade agreement concluded GATs . 41 Still paragraph 2 Annex Article II exemptions referring paragraph 3 Article ix WTO Agreement @topic:4


MFN exemptions General Agreement Trade Services Grandfathers striving immortality WTO Members leeway General Agreement Trade Services GATS elude WTOs merchandise trade General Agreement Tariffs Trade . @topic:4


General agreement trade services Implications social policymaking Concerns beenI voiced WTOs encroachment General Agreement Trade Services GATS GATS implications policymaking social services @topic:36


Trade services African Continental Free Trade Area Prospects challenges WTO compatibility Beside services remained margin international trade regulation conclusion General Agreement Trade Services GATS 6 advent WTO @topic:11


Analysing union power opportunity strategic capability global local union struggles General Agreement Trade Services GATS WTO ’ General Agreement Trade Services GATS GATS negotiations particularly important encroachment external trade rules @topic:4


Trade Financial Services Role GATS – Backdrop Asian Financial Crises order avoid breakdown negotiations trade ministers negotiations schedules commitments financial services continued WTO Agreement @topic:35


Developing countries new round GATS negotiations towards proactive role services negotiations GATS help achieve objectives . paper discusses liberalization trade services perpetuating current WTO decision duty @topic:11


Facilitating trade services negotiations agreement facilitate trade services achieve services trade facilitation objectives services trade facilitation table World Trade Organization @topic:11


Trade health services GATS Introduction summary GATS system initiated 1994 Jruguay Round ” WTO negotiations recently negotiations began llowing WTO meeting February 2000 initial @topic:31


next round services negotiations identifying priorities options negotiated GATS WTO trade negotiations international cooperation paper reviews available information on—and analysis of—services trade trade @topic:11


role digital products WTO new framework GATT GATS classification take GATS preamble seriously agreement competing goal allowing developing economies impose regulations protect domestic service industries . @topic:37


regulation education WTOGATS text attempt explain General Agreement Trade Services GATS fallen commercial regulations well verify interests involved @topic:27


WTO DDA Negotiations Healthcare Servics Member Governments started new round negotiations promote progressive liberalization trade services . GATS agreement specifically states negotiations @topic:31


Public services trade liberalization mapping legal framework WTO Members wishing reduce impact GATS public I3bc GATS provision exempting governmental services scope agreement based generally @topic:36


General Agreement Trade Services GATS water human rights perspective developing countries sal right water WTO ’ General Agreement Trade Services9 GATS adopts broad provisions Agreement differentiate different types services @topic:48


Movement capital trade services distinguishing myth reality regarding GATS liberalization capital account capital movements trade services structured World Trade Organization General Agreement Trade Services GATS requires stretching regulatory oversight WTO @topic:4


Emergency Safeguard Measures Article X GATSApplicability Concepts WTO Agreement Safeguards reaching agreement ESM service trade . WTO Agreement Safeguards ESM trade services . difficult construct uniform rules trade serices . @topic:4


GATS tourism liberalization one main objectives World Trade Organization . forms trading services new General Agreement Trade Services GATS @topic:47


Labour Mobility General Agreement Trade Services GATS–Background Paper EU proposal GATS 2000 negotiations aims engaging WTO Members negotiations reduce unnecessary trade distortive barriers minimum necessary @topic:4


GATS BasicsRevisiting Basic Notions Concepts General Agreement Trade Services WTO Agreement GATS covered agreement purposes WTO dispute settlement pursuant Article XXIII GATS . interpretation GATS scope @topic:4


National Regulation Trade Liberalization Services Legal Impact General Agreement Trade Services GATS National Regulatory Autonomy … WTO oversight pursuant GATT TBT Agreement sciencebased disciplines SPS Agreement latter emphasizing SPS Agreement moves beyond traditional non @topic:4


Trade Services Doha Development Agenda Negotiations US Goals WTO services negotiations going 10 years . However explains briefly General Agreement Trade Services GATS structure @topic:11


Prospects Negotiations Trade Services General Agreement Trade Services GATS end Uruguay Round trade negotiations WTO 1995 . GATS drew provisions pathbreaking trade pacts @topic:4


Service Supplied Exercise Governmental Authority ” Article 3 b c General Agreement Trade Services fact GATS like WTO agreements trade agreement primarily concerned establishment adequate rules governing conduct action governments @topic:4


MostFavouredNation Treatment General Agreement Trade Services—And Application Financial Services Apart universal exceptions additional legal instruments whereby Members may seek exemptions MFN obligations GATS WTO Agreement . @topic:4


Business guide General Agreement Trade Services annexed WTO Agreement . GATS administered Council Trade Services reports turn General Council WTO see box 4 structure WTO . @topic:4


International Trade Services Meets Eye 20 eventual result creation WTO successor organization administered GATT negotiation general agreement services–GATS–and @topic:11


regulation international trade volume 3 general agreement trade services negotiations trade services fact WTO needed GATS recourse negotiating history emerges trading services would substantially reduced trading @topic:11


Exporting Labour Services Market Access Commitments GATS World Trade Organization Agreement Trade Services GATS offered Member countries World Trade Organization WTO four WTO Member countries keeping view following objectives @topic:4


Services economic development next round negotiations services GATS well commitments areas interest limited . Incentives needed next WTO trade Agreement Trade Services GATS Uruguay Round . @topic:4


GATS Financial Services Redefining Borders General Agreement Trade Services GATS financial services borders . time WTO Agreement came force Canada listed two exemptions related @topic:4


GATSPlus GATSMinus Characteristics Regional Service Agreements Affect Trade Services consequence international trade negotiations increasingly considered services . According WTO database 133 covering services notified GATS @topic:11


International Regulation Trade Services Following Competition Uruguary Round also established Ministerial Decision April 14 19 9 4 09 responsible preparatory work relating full implementation GATS WTO Agreement comes @topic:4


Covered covered questionServices classification implications specific commitments GATS classification highlighting relevance trade negotiations WTO dispute settlement services issue wholesale trade services identified based principal @topic:4


General Agreement Trade Services GATS concept like services ” service suppliers ” WTO research staff area main objective providing basic guidelines stakeholders finalizing making submission clarifications various WTO @topic:11


GATS Educational Services Issues Indias response WTO negotiations trade educational services . Finally Section 6 discuss options negotiating commitments WTO meetings bringing reforms domestic educational services @topic:27


Trade health services GATS next GATS sets objective progressive liberalization trade services meaning WTO mmbers negotiate new specific commitments Service sectors subject @topic:31


Air transport General Agreement Trade Services GATS services covered GATS relevance GATS affects services force World Trade Organization WTO Agreements . Given broad coverage @topic:4


International Trade Services Implications Fund Section II examines characteristics services trade restrictions measured key elements WTO ’ General Agreement Trade Services GATS number @topic:11


Trade Agreements Legal Services Anatomy GATS Preferential Trade Arrangements trade services including legal services . evolution leads coexistence GATS GATS context WTO Members negotiating adoption disciplines domestic @topic:50


GATS trade health services implications health care developing countries Agreement Trade Services GATS relates trade health services health care GATS defines four modes trade services WTO 1999a shown Table 1 @topic:31


implications General Agreement Trade Services GATS banking sector Gulf Region GATS banking sector GCC states context membership benefits WTO GATS banking services emphasis free trade element @topic:35


WTOGATS global politics higher education GATS negotiated multilateral level WTO members represent agreement incorporates scope higher education services well services @topic:27


Tourism general agreement trade services Sustainability developmental concerns GATS commercialize every service sector every WTO trading services new GATS represents first trade agreement effort establish rules governing services @topic:47


Financial Services Negotiations General Agreement Trade Services Gats Case Study Indian Banking Insurance Sectors GATS . Three negotiations new accessions WTO 97 Members WTO11 commitments financial services mid1997 area financial services @topic:35


Frontiers trade clean development mechanism general agreement trade services nonderivative trade CERs covered Annex WTO members fully liberalised financial sectors may obliged give trading services full GATS @topic:35


Role General Agreement Trade Services GATSFinancial Services Agreement FSA Financial Liberalization Efforts APEC Economies Financial Services Agreement FSA negotiated GATS relaxing restrictions financial services . paper According WTO agreement covers 95 @topic:35


Ubiquitous uncertainty overlap trade services foreign investment GATS EU classification developed WTO sets forth 155 service GATS main regulator trade services . Without WTO respectively TRIMs Agreement @topic:11


Services WTO bumpy road regarded General Agreement Trade Services GATS agreement « expectations concerning trade opportunities Agreement would offer @topic:11


Liberalizing trade services survey – WTO General Agreement Trade Services GATS Section 4 potential gains liberalization trade services ” likely large.28Francois @topic:11


WTO Global Agreement Trade Services GATS Health Equity Southern Africa trade agreements . paper look two agreements Trade Organisation WTO General Agreement Trade Services GATS lesser extent Trade @topic:31


World Trade Organization Services Investment Dispute Resolution commitments wholesale trade services sectora finding critical ability complaining parties invoke GATS relevant agreement . respect @topic:4


Transparency Trade Services–A Legal Commentary Article III GATS existing WTO caselaw GATS negotiating history subsequent practice WTO concepts used GATT WTO Agreements TBT SPS . @topic:4


General Agreement Trade Services GATS impact sustainable tourism negotiation members World Trade Organisation General Agreement Trade Services GATS GATS first multilateral trade agreement covering provision @topic:47


Opportunities Trade Services EU Ukraine Case Telecommunications Services GATS Association Agreement paper outlines general framework trade services GATS Agreement trade liberalisation regulatory approximation WTOextra agreement . also @topic:11


Trade services review agreed establish World Trade Organization WTO However instead reviewing debate GATS involved trading services . specifically theory @topic:11


Updating general agreement trade services approaches motivated small group 23 WTO members4 launch negotiations Trade expand GATS negotiating OPA services could build mode 3 @topic:4


GATS International Trade Health Services Impact Regulations health trading services WTO umbrella organization implementation interpretation various multilateral trade agreements socalled WTO Agreement . @topic:31


National treatment General Agreement Trade Services World Trade Organisation WTO General Agreement Trade Services GATS . unlimited commitment GATS Schedule wholesale trade services ’ @topic:4


Trade education services WTO GATS regime Indian outlook making commitments WTO . context paper analyses implementation General Agreement Trade Services GATS India implications @topic:27


liberalization maritime transport services special reference WTOGATS Framework maritime transport services agreement within WTO services agreement GATS detailed historical discussion maritime transport services negotiations GATTWTO @topic:37


Liberalizing international trade legal services proposal annex legal services General Agreement Trade Services Agreement Trade Services GATS6 analysis applies trade legal services . terms WTO addition new annex GATS requires two @topic:50


Revisiting impact GATS public services GATS actually public services role might play regional service negotiations . examine instruments WTO members afforded GATS mitigate @topic:36


depth trade services agreement General Agreement Trade Services GATS system GATS end Uruguay Round 1995 . Ten years service negotiations World Trade Organization WTO @topic:4


… SADC protocol trade services review protocol light GATS SADC protocols means trade services region provision GATS allows members enter preferential trade agreements thereto without extending benefits agreement rest WTO members . @topic:11


WTOGATSalien framework provisions As–a closer look GATS WTO Agreement use crossreferences sense ’ view expounding particular provisions . Similar language also found @topic:4


Democracy political economy multilateral commitments trade services multilateral General Agreement Trade Services GATS . argue non GATS commitments WTO Members.Since GATS commitments undertaken WTO @topic:36


economics political economy going beyond GATS services commitments regional trade agreements going beyond General Agreement Trade Services GATS GATS commitments country made WTO @topic:11


Movement natural persons trade services liberalising temporary movement labour GATS value GATS developing countries . GATS effectively promote trade services WTO negotiations services must aim liberalising movement natural persons . @topic:4


review WTO regime telecommunications services section reviews commitments already contained GATS time WTO Agreement signed 1994 followed commitments Fourth Protocol February @topic:37


Improving architecture general agreement trade services @topic:11


Liberalization International Trade Services Issues Competence Legitimacy GATS Impact Rules Institutions General Agreement Trade Services GATS . Also incor Agreement Tariffs Trade GATT deals GATS integral part WTO placed @topic:11


GATS classification digital services–does Cloudhave silver lining Even though plentiful discussions World Trade Organization WTO position ecommerce within existing WTO framework limited progress @topic:37


GATS 2000 negotiations India Evolution state play entry force WTO agreement . Accordingly services negotiations relaunched January 2000 new round negotiations came known GATS 2000 @topic:4


Trade services negotiations review experience United States European Union Latin America authorized legal interpretation GATS NAFTA agreement mentioned . However WTO Agreement became effective Members allowed impose @topic:4


WTO General Agreement Trade Service GATS Article XVIII GATS provides WTO members negotiate additional commitments additional restrictions respect measures affecting trade service subject @topic:4


Impediments Trade Services trade maritime services . data policy came variety sources including questionnaire developed WTO Negotiating Group Maritime Services GATS @topic:11


WTO Negotiation Financial Services Standing Offers Disappoint WTO entered force thereby extending trade disciplines found General Agreement Trade Services GATS banking among financial services . Article @topic:35


Export policies general agreement trade services assessment light relevant GATS provisions WTO dispute rulings . two WTOGATS dispute rulings essentially confirm certain circumstances Agreement ’ @topic:4


GATS notion public services instance intergovernmental agnosticism comparative insights EU supranational dialectic public services emerged General Agreement Trade Services GATS . provision public services World Trade Organization WTO members @topic:36


Services trade past liberalization future challenges services equal footing goods world trade rules GATS agreement Crossretaliation refers countermeasures applied different WTO agreement @topic:11


Wildly enthusiastic first multilateral agreement trade telecommunications services series commitments compose part General Agreement Trade Services GATS3 one trade agreements included within WTO Agreement . GATS @topic:37


Outsourcing offshoring general agreement trade services article examines role World Trade Organization WTO GATS Unlike GATT trade services GATS defined term originated @topic:11


GATS impacts international services ” treaty healthbased alcohol regulation Trade Organizations services ” treaty . treaty General Agreement Trade Services GATS Essentially unknown public GATS currently renegotiated @topic:31


Towards Balanced Comprehensive Services Agreement 1 Article XIX GATS calls members engage negotiations GATTWTO negotiating implementation history financial services telecoms transport trade services ” @topic:4


MFN Clubs Scheduling Additional Commitments GATT Learning GATS Standing case law concerning commitments entered protocols accession suggests justiciable deference WTO judges show towards bargaining @topic:4


Implications General Agreement Trade Services GATS International Civil Aviation Away ICAO WTO GATS Agreement civil aviation sector world economy . Although WTO began 1 January 1995 trading General Agreement Tariffs Trade @topic:37


General Agreement Trade Services GATS EU Law Public Services Regime international trade World Trade Organization European Union undoubtedly provide facilities trading activities countries mutual privatization services opening @topic:4


Liberalization trade services Toward harmonized ASEAN FTA services trade liberalization new trade agreement . ” existing trade pacts WTO GATS ASEAN1 GATS often called WTO Plus ” GATS Plus ” @topic:11


GENERAL AGREEMENT TRADE SERVICES GATS CASE ENERGY SUBSECTOR KENYA world already proving virtually impossible developing countries already seriously struggling meet demands WTO negotiations services sets . @topic:50


Liberalization trade services East Asia Western Hemisphere WTO General Agreement Trade Services GATS namely provide framework rules disciplines governing trade services show Council Trade Services @topic:11


Lessons GATS existing WTO rules domestic regulation sources WTO law relating goods compares General Agreement Trade Services GATS order advance array options services negotiators @topic:4


Emergency safeguard WTO feasibility emergency safeguard measures general agreement trade services Round Multilateral Trade Negotiations 1994 . However negotiations continued within WTO framework still work progress specific issues GATS @topic:4


Approaches liberalization trade services General Agreement Trade Services GATS widespread agreement current GATS ception WTO negotiations mercantilist process driven @topic:11


Effect WTO Membership Service Sector Trade Liberalization service sector trade specifically . WTO membership boosted services trade particularly implementation General Agreement Trade Services GATS @topic:11


Services Regional Trading Arrangements WTO members continued work service sector liberalisation regional General Agreement Trade Services GATS ” Uruguay Round despite negotiations @topic:11


Obligation Nondiscrimination General Agreement Trade Services GATS Agreement TradeRelated Aspects Intellectual … 1B 1C WTO Agreement.These rules set principles trading nations manage trade relationship . serve trade services talks @topic:4


WTO domestic regulation services trade Putting Principles Practice servicing WTO Council Trade Services oversees implementation General Agreement Trade Services GATS technical advice WTO members . Prior @topic:4


Concluding WTO services negotiations domestic regulation–walk unafraid GATS WTO general.WPDR discussions transparency areas rules applicable across services sectors would seem sensible.As noted @topic:4


Trade goods trade services include diverse activities tourism financial services wholesale retail trade General Agreement Trade Services GATS World Trade Organization WTO @topic:11


chapeau general exceptions WTO GATT GATS agreements reconstruction Finally corresponds structure Agreement Technical Barriers Trade measure ’ discriminatory effects considered one provision trade @topic:4


GATS classification issues information communication technology services General Agreement Trade Services GATS services classification current WTO negotiations services classification issues mostly raised @topic:37


Core WTO Agreements Trade Goods Services Intellectual Property Agreement Trade Services GATS Agreement countries area trade policy also cooperates core WTO agreements covering trade goods services @topic:4


World Trade Organization Second Protocol General Agreement Trade Services GATS Related Decisions Services appended GATS ministerial decision financial services taken Marrakesh time WTO Agreement available WTO Secretariat Geneva . @topic:4


Negotiation Management Regulations Trade Services members listed exemptions WTO version clause GATS negotiating accession WTO . general obligations clarified GATS @topic:4


Education General Agreement Trade Services Future Hold services expected continue short medium term regardless outcome WTO negotiations trade services . services GATS negotiations . international @topic:27


Liberalization Trade Services Options Implications negotiations area trade services . First periodic rounds negotiations General Agreement Trade Services GATS World Trade Organization WTO @topic:11


COMPARATIVE ANALYSIS GATS GATT Trade Services Departure GATTs MFN Principle Affect National Treatment Market … form therefore resulted first multilateral trade agreement relating services General Agreement separate agreements WTO included GATT GATS @topic:4


General Agreement Trade Services Gats WTO agreement Appellate Body made similar use Preambles GATT 194712 TRIPS Agreement13 GATS . WTO Agreement GATT 1947 GATS @topic:4


GATS implications developing countries Key issues concerns countries take ongoing services negotiations WTO specific GATS provisions need focus discussions . Overview GATS @topic:11


Climate change services trade role GATS GATS explicitly mention environment preamble WTO Agreement also applies trade services refer sustainable development ’ @topic:49


Necessity Test Trade Services Unfinished Business GATS later conclusion current services trade negotiations ’ .They domestic regulation WTO negotiations . Overall WPDR chairman concluded @topic:4


Domestic regulation trade telecommunications services experience prospects GATS Telecommunications Annex WTO negotiations basic telecommunications negotiators needed take account specificities telecommunications sector . ” @topic:37


Politics scale strategic selectivity liberalisation public services–the role trade services GATS new multilateral services trade agreement WTO Section 3 continue discussion liberalisation strategies employed GATS 2000 negotiations @topic:36


Developing countries GATS 2000 Round World Trade Organization WTO . Moreover decision taken future launch comprehensive set investment negotiations WTO capital WTO law . @topic:50


temporary movement natural persons context trade services EU Trade Policy Mode 4 WTOGATS Since conclusion Uruguay Round trade negotiations 1995 temporary Agreement Trade Services – GATS formed integral part international trade policy . @topic:4


Electricity Services GATS FTAA sectors WTO level . seen section 3.2 WTO negotiations aim including energy services within scope GATS may case negotiations @topic:50


Study Legal Issues Arising Investigation Various Industrial Impacts Trade Services Outside WTO Framework agreement issue facilitate trade services WTO adopt investigation industrial impacts trade General Agreement Trade Services GATS marked @topic:11


Environmental services General Agreement Trade Services GATS Legal issues negotiating stakes WTO services one salient topics services negotiations taking place World Trade Organization WTO aegis Doha Development Agenda DDA . @topic:49


Domestic Regulation Trade Services Divergences Approaches GATS PTAs domestic regulations trade services particular focus trade agreements negotiated outside WTO forum . problem relevant since Article VI4 GATS @topic:4


Public health implications world trade negotiations Claims negotiations could reduce governmental discretion GATS Assertions WTO ’ sole mandate trade liberalisation ” mistaken . Tellingly @topic:31


Doha round future architecture multilateral regulation trade services architecture GATS . paper analyses Doha Round services negotiations order Round negotiations resulted 1994 WTO Agreement adopting first multilateral @topic:11


Regulatory cooperation aid trade general agreement trade services Notwithstanding prospective gains liberalization WTO negotiations General Agreement Trade Services GATS going nowhere . best market @topic:11


WTO agreement liberalizes financial services market GATS financial services financial services sector figured prominently WTO negotiations reflects central role plays facilitation world trade contri @topic:35


best worlds Free trade services EU law privacy data protection trade law particular General Agreement Trade Services GATS WTO argument distinguishes effects international trade law EU legal @topic:7


ASEAN trade services services past focused two areas promotion trade services using GATS yet member WTO signed bilateral trade agreement US @topic:11


Liberalization Trade Services Negotiation Exercise framework WTO 1993 . choice framework reflects importance GATS including countries acceding World Trade Organization WTO . Moreover @topic:11


Regional liberalisation trade services WTO ’ GATS provision trade services New Zealand Closer Economic Agreement Canada–Chile GATS Article V create services trade among @topic:11


TPPStyle Ecommerce Outcome WTO would Endanger Development Dimension GATS Acquis Potentially WTO General Agreement Trade Services GATS . Favourable interpretations sectoral classifications modes trading services would override original GATS acquis ensures @topic:37


FOG GATS commitments–why WTO Members care existence vague flawed entries access commitments scheduled General Agreement Trade Services GATS widely ignored literature @topic:4


rise services trade regional initiatives challenges WTO GATS agreement similarly recognises services trade barriers need architecture GATS nature WTO rules disciplining formation PTAs . @topic:11


leastdeveloped countries services waiver alternative GATS negotiation process trade services WTO considered members grant preferences . Nevertheless alternatives enhance LDCs integration within @topic:11


Financial services GATS 2000 round WTO negotiations financial services area . idea launching new round multilateral negotiations services Financial services remained GATS outlier since market @topic:35


Chapter Seven . Gats Negotiations Domestic Regulation Developing Country Perspective formally defined GATS WTO Secretariat Members attempted particularly relevant trading services natural personsMode 4 type services supply . @topic:4


Managing RequestOffer Negotiations GATS Case Legal Services GATS considered one important challenges facing WTO Members legal services field . current set GATS negotiations offers WTO Members levels @topic:11


Implications WTO GATS Banking Sector Africa World Trade Organisation WTO General Agreement Trade Services GATS emphasis free trade element first review relevant provisions @topic:35


Eleven years GATS case law learned application GATS based also affected wholesale trade services motor vehicles . purpose GATS WTO Agreement generally . @topic:4


Measuring educational liberalisation . global analysis GATS Footnote 15 reports results GATS negotiations WTO OECD usually refer number subsectors committed main indicator OECD Citation2002b @topic:27


Betting Wrong Horse Detrimental Effect Noncompliance Internet Gambling Dispute General Agreement Trade Services GATS GATS enacted 1995 result Uruguay Round WTO negotiations.Its stated rules trade services view expansion trade conditions @topic:37


General Agreement Trade Services GATS Movement Natural Persons WTO secretariat shall decided upon Council Trade Services . assistance may involve international organizations concerned trade services . @topic:4


Developing Countries GATS Negotiations Case India periodic round negotiations first round begin later five years entry force WTO Agreement . Accordingly services negotiations @topic:4


General Agreement Trade Services Gats Rational Cooperation Commitments Empirical Approach @topic:4


Chapter Six . Gats Domestic Regulation Balancing Right Regulate Trade Liberalization Türk WTO negotiations services regulatory state grabs ” Canada Watch September 2002 Volume 9 Numbers 1–2 3 . Also available @topic:4


National treatment GATS Lessons jurisprudence applies WTO Member next question whether GATS applies measure . Article 1 GATS states Agreement applies measures affecting trade services ’ . @topic:4


Lawyers GATS WTO Accountancy Disciplines History WTOs Consultation IBA GATS Forum September 2003 IBA Resolutions related legal services General Agreement Trade Services GATS . classification system use ongoing GATS negotiations . Following IBA @topic:11


Assessing General Agreement Trade Services Half Full HalfEmpty outcome services front successful negotiation Gats represent milestone incorporation within incipient WTO structure disciplines goods GA TT services @topic:4


Principle Necessity WTO–Lessons GATS Negotiations Domestic Regulation GATS one peculiar WTO agreements includes extensive builtin agenda future negotiations . agenda reflects unfinished business ’ end @topic:4


GATS 2000 new directions services trade liberalization lowering barriers trade among countries auspices General Agreement Tariffs Trade GATT recently World Trade Organization WTO . Tariffs @topic:11


GATS sense global struggle GATS interpreted actual Agreement risen GATS commercialisation negotiating Agreement functioning WTO @topic:4


Domestic Regulation Free Trade Services–A Balancing Act special features services trade GATS structure creates successive rounds negotiations WTO Members.It Within GATS framework negotiations @topic:4


Services Key Conclusion Doha Round Agreement Trade Services GATS . explanation notion trade services article analyzes GATS general GATS obligations apply services WTO @topic:11


WTO regulatory freedom WTO disciplines market access nondiscrimination domestic regulation relating trade goods services free trade regimes ’ . present contribution focuses General Agreement Trade Services GATS also briefly addresses pertinent WTO rules trade goods @topic:4


Reform basic telecommunications WTO negotiations Asian experience Agreement Trade Services GATS process . begins explaining working GATS countries made recent GATS negotiations . paper explores @topic:37


Looking facts GATS attack Impacts social service sovereignty envisioned opposed agreement unlikely impossible GATS undermine civil society World Trade Organization WTO members @topic:36


WTO GATS TPRM General Agreement Trade Services GATS reflect services sector ’ growing multilateral trading system . 2 multilateral level GATS Trade Policy Review @topic:11


14 Trade services aspect services make difficult trade services ’ services trade multilateral level GATS . Progress Doha Round WTO negotiations remains difficult @topic:11


Potential trade services Services agreements part whereby WTO General Agreement Trade Services GATS . easier trade services across borders . According @topic:11


GATS gamechanger International trade regulation constitution global education marketplace services sector WTo ’ General Agreement Trade Services GATS . first part show education constituted WTo services sector @topic:27


General Agreement Trade Services GATS Implications Possible Ways Forward Southern Africa Development Community SADC possibility crosstrading ’ across sectors come play requestoffer ” stage negotiations two trading WTO member countries . Crosstrading take @topic:11


Trade banking services role GATS GATS negotiations financial services sector task administering GATS along trade negotiation vested World Trade Organization @topic:35


Potential Impact World Trade Organizations General Agreement Trade Services Health System Reform Regulation United States existing WTO health care WTO ’ General Agreement Trade Services GATS US health sector . applies text GATS interpretations given WTO @topic:31


Electronic commerce GATS negotiations Though likely become large part WTO trade negotiations added major problems arise administration sales taxes V Internet @topic:37


Domestic regulation services trade Lessons regional bilateral free trade agreements services regulations first draft GATS contained provision requiring WTO general prevailing uncertainty future WTO negotiations . Whether @topic:4


behavioural dynamics positive negative listing services trade liberalization look Trade Services Agreement TiSA negotiations WTO explicit reservation ’ rule Art . XVI5 WTO Agreement applies GATS bilateral agreements entertain reservations course @topic:11


GATS Impacts international services ” treaty healthbased alcohol regulation 2000 påbörjade WTOmedlemmarna formellt omförhandlingen av GATS februari Trade Organization ’ ” services ” treaty . treaty General Agreement Trade Services GATS @topic:31


Bilateralism services trade fire behind BIT smoke Neither GATS WTO Agreement offer similar possibilities . Private parties bring claims WTO dispute settlement system would need mobilize @topic:4


Services negotiations Doha Round Lost flexibility General Agreement Trade Services GATS rather WTO Members exercise flexibility services case services wholesale trade services motor vehicles @topic:11


GATS education service industry politics scale global reterritorialization power WTO promoting liberalization trade . General Agreement Trade Services GATS—a agreement liberalization trading services @topic:27


audiovisual services sector GATS negotiations commonly agreedupon rules competition would key contribution reference paper drafted audiovisuals context WTO negotiations . @topic:37


Beyond gats Implicit engines services GATS agreements mandate World Trade Organization trade General Agreement Trade Services GATS used faintly @topic:11


WTO Agreement Investment Solution search Problem FDI General Agreement Trade Services GATS including trade goods services integrated foreign direct investment WTO agreement @topic:50


Assessment association health liberalisation trade services World Trade Organisation trade service sector governed legal framework General Agreement Trade Services GATS WTO . employment 20 percent trade 3 4 . @topic:31


WTO government procurement agreement mostfavoured nation principle GATS regionalism parties WTO GPA pursuant Article IV . considers relationship WTO GPA WTO GATS General Agreement Trade Services Article II MFN @topic:4


… Economic Partnership RCEP Agreement Trade Services GATS Impact Special Safeguard Measures SSM Balance Trade Service … basic component WTO agreement namely GATT 1994 GATS TRIPS Trade Related According PP services traded trade services include business @topic:4


general agreement trade services result international standards lawyers access world market WTO bound provisions GATS agreement applies legal services . article examines GATS negotiations led part Uruguay @topic:50


Challenges countries trade services negotiations Nafta approach experience Chile free trade agreement United States GATS hand selfcontained agreement includes rules applicable approach also included provisions GATSWTO obligations new @topic:4


Services policies transition economies EU WTO commitment mechanisms WTO General Agreement Trade Services GATS commit service sector policy reforms . GATS GATS commitments find inverse relationship depth @topic:11


Environmental goods services Defining negotiations negotiating definitions related issues negotiations WTO . Section negotiating approaches environmental goods services General Agreement Trade Services GATS @topic:49


Chapter Twenty . International Trade Financial Services Gats liberalisation trade markets GATS WTO trade negotiations seen current WTO trade round global insurance industry drawn attention trade @topic:35


Audiovisual Services Subsidies Within Framework GATS Current Situation Impact Negotiations force Agreement . new exemptions applied date entry force WTO Agreement come paragraph 3 Article IX agreement allows @topic:37


Developing countries trade health services way forward trade health services key features GATS GATS agreement trade health services thus auspices WTO ’ Council Trade Services ensure @topic:31


Water GATS Methodology Results legal commitments undertaken WTO Members General Agreement Trade Services GATS actual trade regime . GATS countries make market access @topic:48


General Agreement Trade Services Aviation Ground Handling ServicesA Theoretical Perspective . status Air Transport General Agreement Trade Services GATS visàvis Agreement provided mechanism take forward proposals amend WTO Agreement . @topic:37


General Agreement Trade Services Implications public postsecondary education Australia GATS 2000 negotiations deserves special attention relates new ways WTO part ongoing negotiations GATS Council Trade Services @topic:27


Services negotiations heading varied WTO membership progressively complex trade WTO facilitate liberalization trade services beyond services negotiations since adoption GATS @topic:11


Globalization Financial ServicesWhat Role GATS Next highlight elemental components GATS affecting financial services . Finally GATS general prospects expansion upcoming WTO negotiations . @topic:35


INTERNATIONALLEGAL REGULATION TOURISM SERVICES PROCESS ACCESSION COUNTRIES WTO GATS services accordance policies legislation . Moreover agreement establishing GATS framework rules aimed ensuring rules trade services @topic:47


Charting evolving landscape services trade policies recent patterns protection liberalization commitments WTO negotiations services GATS holds promise important preferential negotiation services currently taking place illustrate . @topic:11


General Agreement Trade Services GATS energy services liberalisation Southern African Development Community SADC issues … accordance obligations terms WTO General Agreement Trade Services GATS view liberalising services sector within Community . ” @topic:50