I’m a researcher working on data mining and machine learning at Mitsubishi Electric Corporation.
Interests
- Time Series Data Mining
- Transparent Machine Learning
- Summarization and Visualization
Education
- Master of Informatics, Computer Science and Applied Mathematics, Kyoto University, 2013
Codes
- iparacoord
- Python code for interactive parallel coordinates visualization on jupyter notebook
Honors and Awards
Publications
- Matsunaga, Saori, and Genta Yoshimura. “Efficient and High-Quality Formal Verification for Decision Tree Ensembles.” 2024 IEEE International Conference on Data Mining Workshops (ICDMW). IEEE, 2024.
- Yoshimura, Genta, Atsunori Kanemura, and Hideki Asoh. “Enumerating Hub Motifs in Time Series Based on the Matrix Profile.” Proceedings of 5th SIGKDD Workshop on Mining and Learning from Time Series (KDD Workshop on MiLeTS’19), 2019.
- Yoshimura, Genta, Atsunori Kanemura, and Hideki Asoh. “Reconstructable and Interpretable Representations for Time Series with Time-Skip Sparse Dictionary Learning.” Proceedings of the Thematic Workshops of ACM Multimedia 2017. ACM, 2017.
News Releases
Patents
- JP-2018013914-A 設備監視装置及び設備監視方法
- JP-2020004041-A 消費電力推定装置
- JP-2024019770-A パラメータ推定装置及びパラメータ推定方法
- JP-2020004084-A 省エネ計画作成支援装置及びプログラム
- JP-2016076910-A インタリーバ生成方法及びインタリーバ生成装置
- JP-2023145821-A 信号処理装置、信号処理方法及び信号処理プログラム
- JP-2020190876-A 消費電力予測装置
- JP-2024120197-A データ分析装置及びデータ分析方法
- ES-2883376-T3 Inference device and inference method
- EP-4123402-B1 Failure predictor detection device, failure predictor detection method, failure predictor detection program, learning device, method for generating trained learning model, and trained learning model generation program
- US-2022350987-A1 Feature amount extraction device, time-sequential inference apparatus, time-sequential learning system, time-sequential feature amount extraction method, time-sequential inference method, and time-sequential learning method
- US-2021311706-A1 Development assistance device, development assistance system, and development assistance method
- US-2024370739-A1 Trained model verification system
- US-2022147851-A1 Learning device, learning method, learning data generation device, learning data generation method, inference device, and inference method
- DE-112019007472-T5 Driver state estimating device, driver state estimating method, and learning method
- DE-112019007788-T5 Driver availability detection device and driver availability detection method
- EP-4343642-A1 Dispositif de d?termination de proc?d? de validation et proc?d? de d?termination de proc?d? de validation
- EP-4418020-A1 Dispositif d’apprentissage de tsunami, proc?d? d’apprentissage de tsunami, dispositif de pr?diction de tsunami et proc?d? de pr?diction de tsunami
- US-2024240820-A1 Inference device and learning device
- EP-4428463-A1 Vorrichtungssteuerung und vorrichtungssteuerungsverfahren
- US-2023406322-A1 Awakening level estimation device, awakening level estimation method, awakening level learning device, and awakening level learning method
- US-2023305043-A1 Power consumption monitoring apparatus
- US-12309230-B2 Management device, management system, and management method for classifying an operation pattern