Kiyoshi Izumi
Orcid: 0000-0003-0870-7310
According to our database1,
Kiyoshi Izumi
authored at least 124 papers
between 1996 and 2024.
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Bibliography
2024
Is ChatGPT the Future of Causal Text Mining? A Comprehensive Evaluation and Analysis.
CoRR, 2024
2023
Constructing Sentiment Signal-Based Asset Allocation Method with Causality Information.
New Gener. Comput., November, 2023
New Gener. Comput., November, 2023
Context-Aware Stock Recommendations with Stocks' Characteristics and Investors' Traits.
IEICE Trans. Inf. Syst., October, 2023
Neural-network-based parameter tuning for multi-agent simulation using deep reinforcement learning.
World Wide Web (WWW), September, 2023
Inf. Process. Manag., 2023
Personalized Stock Recommendation with Investors' Attention and Contextual Information.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023
Proceedings of the 14th IIAI International Congress on Advanced Applied Informatics, 2023
Using weather-based machine learning approach to estimate retail sales and interpret weather factors.
Proceedings of the 14th IIAI International Congress on Advanced Applied Informatics, 2023
Extraction SDGs-related sentences from Sustainability Reports using BERT and ChatGPT.
Proceedings of the 14th IIAI International Congress on Advanced Applied Informatics, 2023
Proceedings of the 14th IIAI International Congress on Advanced Applied Informatics, 2023
Proceedings of the 14th IIAI International Congress on Advanced Applied Informatics, 2023
Policy Gradient Stock GAN for Realistic Discrete Order Data Generation in Financial Markets.
Proceedings of the 14th IIAI International Congress on Advanced Applied Informatics, 2023
Harnessing Behavioral Traits to Enhance Financial Stock Recommender Systems: Tackling the User Cold Start Problem.
Proceedings of the IEEE International Conference on Big Data, 2023
Proceedings of the IEEE International Conference on Big Data, 2023
2022
STBM+: Advanced Stochastic Trading Behavior Model for Financial Markets using Residual Blocks or Transformers.
New Gener. Comput., 2022
Constructing Equity Investment Strategies Using Analyst Reports and Regime Switching Models.
Frontiers Artif. Intell., 2022
Frontiers Artif. Intell., 2022
Graph Representation Learning of Banking Transaction Network with Edge Weight-Enhanced Attention and Textual Information.
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022
Analysis of Carbon Neutrality Scenarios of Industrial Consumers Using Electric Power Market Simulations.
Proceedings of the PRIMA 2022: Principles and Practice of Multi-Agent Systems, 2022
Does Order Simultaneity Affect the Data Mining Task in Financial Markets? - Effect Analysis of Order Simultaneity Using Artificial Market.
Proceedings of the PRIMA 2022: Principles and Practice of Multi-Agent Systems, 2022
Proceedings of the New Frontiers in Artificial Intelligence, 2022
Transaction Prediction by Using Graph Neural Network and Textual Industry Information.
Proceedings of the New Frontiers in Artificial Intelligence, 2022
Analysis of Demand Response Scenarios by Industrial Consumers Using Artificial Electric Power Market Simulations.
Proceedings of the 12th International Congress on Advanced Applied Informatics, 2022
Efficient Parameter Tuning for Multi-agent Simulation Using Deep Reinforcement Learning.
Proceedings of the 2022 13th International Congress on Advanced Applied Informatics Winter, 2022
Quantitative Tuning of Artificial Market Simulation using Generative Adversarial Network.
Proceedings of the IEEE International Conference on Agents, 2022
Proceedings of the IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Implementation of Biased Big Data to the Japanese Official Labor Statistics Using Supervised Learning under Covariate Shift.
Proceedings of the IEEE International Conference on Big Data, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
The relationship between Twitter sentiment and mobility during the COVID-19 pandemic.
Proceedings of the IEEE International Conference on Big Data, 2022
Gradual Further Pre-training Architecture for Economics/Finance Domain Adaptation of Language Model.
Proceedings of the IEEE International Conference on Big Data, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Proceedings of the 9th International Conference on Behavioural and Social Computing, 2022
Proceedings of the 9th International Conference on Behavioural and Social Computing, 2022
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022
2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Retrieving of Data Similarity using Metadata on a Data Analysis Competition Platform.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
J. Artif. Soc. Soc. Simul., 2020
Forecasting Net Income Estimate and Stock Price Using Text Mining from Economic Reports.
Inf., 2020
Int. J. Data Sci. Anal., 2020
Data Sci. Eng., 2020
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020
Implementation of Real Data for Financial Market Simulation Using Clustering, Deep Learning, and Artificial Financial Market.
Proceedings of the PRIMA 2020: Principles and Practice of Multi-Agent Systems, 2020
Simulation of Unintentional Collusion Caused by Auto Pricing in Supply Chain Markets.
Proceedings of the PRIMA 2020: Principles and Practice of Multi-Agent Systems, 2020
Design and Evaluations of Multi-agent Simulation Model for Electric Power Sharing Among Households.
Proceedings of the Multi-Agent-Based Simulation XXI - 21st International Workshop, 2020
Proceedings of the Advances in Artificial Intelligence, 2020
Estimating Manufacturing Activity via Machine Learning Analysis of High-frequency Electricity Demand Patterns.
Proceedings of the 9th International Congress on Advanced Applied Informatics, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Chain bankruptcy size in inter-bank networks: the effects of asset price volatility and the network structure.
J. Comput. Soc. Sci., 2019
Deep Recurrent Factor Model: Interpretable Non-Linear and Time-Varying Multi-Factor Model.
CoRR, 2019
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Proceedings of the Advances in Networked-based Information Systems, 2019
Proceedings of the Advances in Artificial Intelligence, 2019
Proceedings of the Artificial Intelligence. IJCAI 2019 International Workshops, 2019
Analysis of the Macroeconomic Uncertainty Based on the News-based Textual Data with Financial Market.
Proceedings of the 8th International Congress on Advanced Applied Informatics, 2019
Proceedings of the 8th International Congress on Advanced Applied Informatics, 2019
Extraction of Relationship between Japanese and US Interest Rates using Machine Learning Methods.
Proceedings of the 8th International Congress on Advanced Applied Informatics, 2019
Proceedings of the 8th International Congress on Advanced Applied Informatics, 2019
Effectiveness of Uncertainty Consideration in Neural-Network-Based Financial Forecasting.
Proceedings of the 8th International Congress on Advanced Applied Informatics, 2019
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
Causality Existence Classification from Multilingual Texts Using End-to-End LSTM Models.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019
Extraction of Focused Topic and Sentiment of Financial Market by using Supervised Topic Model for Price Movement Prediction.
Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2019
Japanese long-term interest rate forecast considering the connection between the Japanese and US yield curve.
Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2019
Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2019
Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2019
Proceedings of the Advanced Information Networking and Applications, 2019
Proceedings of the Advanced Information Networking and Applications, 2019
2018
Roadmap and research issues of multiagent social simulation using high-performance computing.
J. Comput. Soc. Sci., 2018
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018
2017
Platform design for large-scale artificial market simulation and preliminary evaluation on the K computer.
Artif. Life Robotics, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the Advances in Network-Based Information Systems, 2017
Development of an Interpretable Neural Network Model for Creation of Polarity Concept Dictionaries.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017
2016
Effects of Price Regulations and Dark Pools on Financial Market Stability: An Investigation by Multiagent Simulations.
Intell. Syst. Account. Finance Manag., 2016
Affecting market efficiency by increasing speed of order matching systems on financial exchanges - investigation using agent based model.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Polarity propagation of financial terms for market trend analyses using news articles.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015
2014
How Does High Frequency Risk Hedge Activity Have an Affect on Underlying Market?: Analysis by Artificial Market Model.
J. Adv. Comput. Intell. Intell. Informatics, 2014
Intell. Syst. Account. Finance Manag., 2014
Intell. Syst. Account. Finance Manag., 2014
Do dark pools stabilize markets and reduce market impacts? Investigations using multi-agent simulations.
Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2014
Regulations' effectiveness for market turbulence by large erroneous orders using multi agent simulation.
Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2014
2013
Price variation limits and financial market bubbles: Artificial market simulations with agents' learning process.
Proceedings of the 2013 IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2013
2012
A study on the reversal mechanism for large stock price declines using artificial markets.
Proceedings of the 2012 IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2012
2011
J. Adv. Comput. Intell. Intell. Informatics, 2011
J. Adv. Comput. Intell. Intell. Informatics, 2011
Proceedings of the Recent Advances in Reinforcement Learning - 9th European Workshop, 2011
2010
Proceedings of the New Frontiers in Artificial Intelligence, 2010
Proceedings of the ICDMW 2010, 2010
A Study on the Effectiveness of Short-Selling Regulation in View of Regulation Period Using Artificial Markets.
Proceedings of the 9th IEEE/ACIS International Conference on Computer and Information Science, 2010
2009
J. Adv. Comput. Intell. Intell. Informatics, 2009
Neurocomputing, 2009
Proceedings of the Advances in Practical Multi-Agent Systems, 2009
Proceedings of the Advances in Practical Multi-Agent Systems, 2009
2007
Soft Comput., 2007
Proceedings of the IJCAI 2007, 2007
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007
Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007
2005
Proceedings of the New Frontiers in Artificial Intelligence, 2005
Proceedings of the New Frontiers in Artificial Intelligence, 2005
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005
Analysis of the Effect of Route Information Sharing on Reduction of Traffic Congestion.
Proceedings of the Applications of Agent Technology in Traffic and Transportation, 2005
2004
Proceedings of the Multi-Agent and Multi-Agent-Based Simulation, 2004
Proceedings of the Multi-Agent and Multi-Agent-Based Simulation, 2004
Proceedings of the New Frontiers in Artificial Intelligence - JSAI 2003 and JSAI 2004 Conferences and Workshops, Niigata, Japan, June 23-27, 2003 and Kanazawa, Japan, May 31, 2004
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004
2003
Proceedings of the Multi-Agent for Mass User Support, International Workshop, 2003
2002
Identification of Agents' Strategy Making Process by an Experimental Market.
Proceedings of the 6th Joint Conference on Information Science, 2002
2001
Phase transition in a foreign exchange market-analysis based on an artificial market approach.
IEEE Trans. Evol. Comput., 2001
Proceedings of the New Frontiers in Artificial Intelligence, 2001
2000
Proceedings of the Intelligent Data Engineering and Automated Learning, 2000
1999
Analysis of Exchange Rate Scenarios Using an Artificial Market Approach.
Proceedings of the International Conference on Artificial Intelligence, 1999
1996
An Artificial Market Analysis of Exchange Rate Dynamics.
Proceedings of the Fifth Annual Conference on Evolutionary Programming, 1996