| Constructing and analyzing domain-specific language model for financial text mining M Suzuki, H Sakaji, M Hirano, K Izumi Information Processing & Management 60 (2), 103194, 2023 | 22 | 2023 |
| Impact analysis of financial regulation on multi-asset markets using artificial market simulations M Hirano, K Izumi, T Shimada, H Matsushima, H Sakaji Journal of Risk and Financial Management 13 (4), 75, 2020 | 17 | 2020 |
| Comparing Actual and Simulated HFT Traders' Behavior for Agent Design M Hirano, K Izumi, H Matsushima, H Sakaji Journal of Artificial Societies and Social Simulation 23 (3), 6, 2020 | 16 | 2020 |
| Related Stocks Selection with Data Collaboration Using Text Mining M HIRANO, H SAKAJI, S KIMURA, K IZUMI, H MATSUSHIMA, S NAGAO, ... Information 10 (3), 2019 | 11 | 2019 |
| PlhamJ T Torii, K Izumi, T Kamada, H Yonenoh, D Fujishima, I Matsuura, M Hirano, ... | 9* | 2019 |
| Market Trend Analysis Using Polarity Index Generated from Analyst Reports R Taguchi, H Watanabe, M Hirano, M Suzuki, H Sakaji, K Izumi, ... 2021 IEEE International Conference on Big Data (Big Data), 3486--3494, 2021 | 7 | 2021 |
| Plham: Platform for Large-scale and High-frequency Artificial Market T Torii, K Izumi, T Kamada, H Yonenoh, D Fujishima, I Matsuura, M Hirano, ... | 7 | 2016 |
| STBM : Stochastic Trading Behavior Model for Financial Markets Based on Long Short-Term Memory M Hirano, H Matsushima, K Izumi, H Sakaji The 34th Annual Conference of the Japanese Society for Artificial …, 2020 | 6 | 2020 |
| Selection of Related Stocks using Financial Text Mining M HIRANO, H SAKAJI, S KIMURA, K IZUMI, H MATSUSHIMA, S NAGAO, ... The 1st International Workshop on Cross-disciplinary Data Exchange and …, 2018 | 6 | 2018 |
| From base to conversational: Japanese instruction dataset and tuning large language models M Suzuki, M Hirano, H Sakaji 2023 IEEE International Conference on Big Data (BigData), 5684-5693, 2023 | 5 | 2023 |
| 金融文書を用いた事前学習言語モデルの構築と検証 鈴木雅弘， 坂地泰紀， 平野正徳， 和泉潔 人工知能学会第27回金融情報学研究会, 2021 | 5 | 2021 |
| llm-japanese-dataset v0: Construction of Japanese Chat Dataset for Large Language Models and its Methodology M Hirano, M Suzuki, H Sakaji International Conference on Network-Based Information Systems, 442-454, 2023 | 4 | 2023 |
| Quantitative Tuning of Artificial Market Simulation using Generative Adversarial Network M Hirano, K Izumi 2022 IEEE International Conference on Agents (ICA), 12-17, 2022 | 4 | 2022 |
| Concept and practice of artificial market data mining platform M Hirano, H Sakaji, K Izumi 2022 IEEE Symposium on Computational Intelligence for Financial Engineering …, 2022 | 4 | 2022 |
| Policy Gradient Stock GAN for Realistic Discrete Order Data Generation in Financial Markets M HIRANO, H SAKAJI, K IZUMI 14th IIAI International Congress on Advanced Applied Informatics, 361-368, 2023 | 3 | 2023 |
| Analysis of Carbon Neutrality Scenarios of Industrial Consumers Using Electric Power Market Simulations Masanori HIRANO, Ryo WAKASUGI, Kiyoshi IZUMI The 24th International Conference on Principles and Practice of Multi-Agent …, 2022 | 3* | 2022 |
| Implementation of Actual Data for Artificial Market Simulation M Hirano, K Izumi, H Sakaji AAMAS '22: Proceedings of the 21st International Conference on Autonomous …, 2022 | 3 | 2022 |
| Data-driven Agent Design for Artificial Market Simulation M HIRANO, K IZUMI, H SAKAJI 人工知能学会全国大会論文集 第 36 回 (2022), 2S4IS2b01-2S4IS2b01, 2022 | 3 | 2022 |
| Implementation of Real Data for Financial Market Simulation using Clustering, Deep Learning, and Artificial Financial Market M HIRANO, H MATSUSHIMA, K IZUMI, H SAKAJI The 23rd International Conference on Principles and Practice of Multi-Agent …, 2021 | 3 | 2021 |
| Comparison of Behaviors of Actual and Simulated HFT Traders for Agent Design M HIRANO, K IZUMI, H MATSUSHIMA, H SAKAJI The 22nd International Conference on Principles and Practice of Multi-Agent …, 2019 | 3 | 2019 |
Kiyoshi IzumiThe University of TokyoVerified email at sys.t.u-tokyo.ac.jp
