03405nam 2200901z- 450 991055758490332120231214133222.0(CKB)5400000000043799(oapen)https://directory.doabooks.org/handle/20.500.12854/68696(EXLCZ)99540000000004379920202105d2020 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierAI and Financial MarketsBasel, SwitzerlandMDPI - Multidisciplinary Digital Publishing Institute20201 electronic resource (230 p.)3-03936-224-0 3-03936-225-9 Artificial intelligence (AI) is regarded as the science and technology for producing an intelligent machine, particularly, an intelligent computer program. Machine learning is an approach to realizing AI comprising a collection of statistical algorithms, of which deep learning is one such example. Due to the rapid development of computer technology, AI has been actively explored for a variety of academic and practical purposes in the context of financial markets. This book focuses on the broad topic of “AI and Financial Markets”, and includes novel research associated with this topic. The book includes contributions on the application of machine learning, agent-based artificial market simulation, and other related skills to the analysis of various aspects of financial markets.Economics, finance, business & managementbicsscalgorithmic tradingStop LossTurtleATRcommunity financesfiscal flexibilityindividualized financial arrangementssustainable financial servicesprice momentumhidden markov modelasset allocationblockchainBlockCloudArtificial Intelligenceconsensus algorithmsexchange ratesfundamentalspredictionrandom forestsupport vector machineneural networkdeep reinforcement learningfinancial market simulationagent based simulationartificial marketsimulationCAR regulationportfoliocontract for differenceCfDreinforcement learningRLneural networkslong short-term memoryLSTMQ-learningdeep learninguncertaintyeconomic policytext miningtopic modelyield curveterm structure of interest ratesmachine learningautoencoderinterpretabilityEconomics, finance, business & managementHamori Shigeyukiedt1265785Takiguchi TetsuyaedtHamori ShigeyukiothTakiguchi TetsuyaothBOOK9910557584903321AI and Financial Markets3038529UNINA