Constructing and analyzing domain-specific language model for financial text mining
Suzuki, Masahiro, Sakaji, Hiroki, Hirano, Masanori, Izumi, Kiyoshi
Published in Information processing & management (01.03.2023)
Published in Information processing & management (01.03.2023)
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Journal Article
Context-Aware Stock Recommendations with Stocks' Characteristics and Investors' Traits
TAKAYANAGI, Takehiro, IZUMI, Kiyoshi
Published in IEICE Transactions on Information and Systems (01.10.2023)
Published in IEICE Transactions on Information and Systems (01.10.2023)
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Journal Article
Encoding of high-frequency order information and prediction of short-term stock price by deep learning
Tashiro, Daigo, Matsushima, Hiroyasu, Izumi, Kiyoshi, Sakaji, Hiroki
Published in Quantitative finance (02.09.2019)
Published in Quantitative finance (02.09.2019)
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Journal Article
Constructing Sentiment Signal-Based Asset Allocation Method with Causality Information
Taguchi, Rei, Sakaji, Hiroki, Izumi, Kiyoshi, Murayama, Yuri
Published in New generation computing (01.11.2023)
Published in New generation computing (01.11.2023)
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Journal Article
Comparing Actual and Simulated HFT Traders' Behavior for Agent Design
Hirano, Masanori, Izumi, Kiyoshi, Matsushima, Hiroyasu, Sakaji, Hiroki
Published in Journal of artificial societies and social simulation (01.06.2020)
Published in Journal of artificial societies and social simulation (01.06.2020)
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Journal Article
Contextual Sentiment Neural Network for Document Sentiment Analysis
Ito, Tomoki, Tsubouchi, Kota, Sakaji, Hiroki, Yamashita, Tatsuo, Izumi, Kiyoshi
Published in Data Science and Engineering (01.06.2020)
Published in Data Science and Engineering (01.06.2020)
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Journal Article
Implementation of Real Data for Financial Market Simulation Using Clustering, Deep Learning, and Artificial Financial Market
Hirano, Masanori, Matsushima, Hiroyasu, Izumi, Kiyoshi, Sakaji, Hiroki
Published in PRIMA 2020: Principles and Practice of Multi-Agent Systems (2021)
Published in PRIMA 2020: Principles and Practice of Multi-Agent Systems (2021)
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Book Chapter
Forecasting Stock Price Trends by Analyzing Economic Reports With Analyst Profiles
Suzuki, Masahiro, Sakaji, Hiroki, Izumi, Kiyoshi, Ishikawa, Yasushi
Published in Frontiers in artificial intelligence (07.06.2022)
Published in Frontiers in artificial intelligence (07.06.2022)
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Journal Article
Forecasting Net Income Estimate and Stock Price Using Text Mining from Economic Reports
Suzuki, Masahiro, Sakaji, Hiroki, Izumi, Kiyoshi, Matsushima, Hiroyasu, Ishikawa, Yasushi
Published in Information (Basel) (01.06.2020)
Published in Information (Basel) (01.06.2020)
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Journal Article
Platform design for large-scale artificial market simulation and preliminary evaluation on the K computer
Torii, Takuma, Kamada, Tomio, Izumi, Kiyoshi, Yamada, Kenta
Published in Artificial life and robotics (01.09.2017)
Published in Artificial life and robotics (01.09.2017)
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Journal Article
Shock transfer by arbitrage trading: analysis using multi-asset artificial market
Torii, Takuma, Izumi, Kiyoshi, Yamada, Kenta
Published in Evolutionary and institutional economics review (01.12.2015)
Published in Evolutionary and institutional economics review (01.12.2015)
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Journal Article
Related Stocks Selection with Data Collaboration Using Text Mining
Hirano, Masanori, Sakaji, Hiroki, Kimura, Shoko, Izumi, Kiyoshi, Matsushima, Hiroyasu, Nagao, Shintaro, Kato, Atsuo
Published in Information (Basel) (07.03.2019)
Published in Information (Basel) (07.03.2019)
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Journal Article
Effects of Price Regulations and Dark Pools on Financial Market Stability: An Investigation by Multiagent Simulations
Mizuta, Takanobu, Kosugi, Shintaro, Kusumoto, Takuya, Matsumoto, Wataru, Izumi, Kiyoshi, Yagi, Isao, Yoshimura, Shinobu
Published in International journal of intelligent systems in accounting, finance & management (01.01.2016)
Published in International journal of intelligent systems in accounting, finance & management (01.01.2016)
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Journal Article