Satou Kenji

サトウケンジ | Satou Kenji

Affiliation and department：
Homepage URL (1)： http://bioinfo.ec.t.kanazawa-u.ac.jp/~ken/

Research field (4)： Systems genomics , Genomics , Biological, health, and medical informatics , Intelligent informatics

Research keywords (2)：バイオデータの解析 , analysis of biological data

Research theme for competitive and other funds (13)：

2018 - 2023 深層学習を用いた生物行動の認識と計量
2014 - 2018 Hierarchical Feature Extraction from Large Sequence Data by Deep Learning
2010 - 2012 Research of Semantic Category Prediction of Extremely Rare Words and It's Application
2000 - 2004 Construction and Retrieval of Highly Integrated Biological Databases
2000 - 2001 Technology Integration for Large-scale Knowledge Processing

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Papers (11)：

Hiroki Miyahara, Osamu Hirose, Kenji Satou, Yoichi Yamada. Factors to preserve CpG-rich sequences in methylated CpG islands. BMC GENOMICS. 2015. 16. 144
Xuan Tho Dang, Dang Hung Tran, Osamu Hirose, Kenji Satou. SPY: a novel resampling method for improving classification performance in imbalanced data. 2015 Seventh International Conference on Knowledge and Systems Engineering (KSE). 2015. 280-285
Tu Kien T. Le, Osamu Hirose, Lan Anh T. Nguyen, Thammakorn Saethang, Vu Anh Tran, Xuan Tho Dang, Duc Luu Ngo, Mamoru Kubo, Yoichi Yamada, Kenji Satou. Inference of domain-domain interactions by matrix factorisation and domain-level features. International Journal of Functional Informatics and Personalised Medicine. 2014. 4. 3-4. 259-273
Thuc D. Le, Lin Liu, Bing Liu, Anna Tsykin, Gregory J. Goodall, Kenji Satou, Jiuyong Li. Inferring microRNA and transcription factor regulatory networks in heterogeneous data. BMC BIOINFORMATICS. 2013. 14
Thammakorn Saethang, Osamu Hirose, Ingorn Kimkong, Vu Anh Tran, Xuan Tho Dang, Lan Anh T Nguyen, Tu Kien T Le, Mamoru Kubo, Yoichi Yamada, Kenji Satou. PAAQD: Predicting immunogenicity of MHC class I binding peptides using amino acid pairwise contact potentials and quantum topological molecular similarity descriptors. Journal of immunological methods. 2013. 387. 1-2. 293-302

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MISC (122)：

Yoichi Yamada, Ken-ichi Hirotani, Kenji Satou, Ken-ichiro Muramoto. An Identification Method of Data-Specific GO Terms from a Microarray Data Set. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS. 2009. E92D. 5. 1093-1102
Yoichi Yamada, Ken-ichi Hirotani, Kenji Satou, Ken-ichiro Muramoto. An Identification Method of Data-Specific GO Terms from a Microarray Data Set. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS. 2009. E92D. 5. 1093-1102
Prediction of microRNA Hairpins Using One-class Support Vector Machines. Proc. of the 2nd International Conference on Bioinformatics and Biomedical Engineering (ICBBE 2008). 2008. 33-36
Masanori Higashihara, Jovan David Rebolledo-Mendez, Yoichi Yamada, Kenji Satou. Ranking and selection of features for improved prediction of nucleosome occupancy and modification. MATHEMATICS AND COMPUTERS IN BIOLOGY AND CHEMISTRY. 2008. 188-193
Estimation of Identification Methods of Gene Clusters Using GO Term Annotations from a Hierarchical Cluster Tree. Proc. of the 9th WSEAS International Conference on MATHEMATICS & COMPUTERS IN BIOLOGY & CHEMISTRY (MCBC '08). 2008. 194-198

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Education (4)：

- 1989 Kyushu University
- 1989 Kyushu University Graduate School, Division of Engineering
- 1987 Kyushu University School of Engineering
- 1987 Kyushu University Faculty of Engineering Department of Computer Science and Communication Engineering

Professional career (1)：

Doctor of Engineering

Work history (10)：

1998 - 2007 : 北陸先端科学技術大学院大学知識科学研究科助教授
1998 - 2007 : Graduate School of Knowledge Science, Japan Advanced Institute of Science and Technology Associate Professor
2007 - -: 金沢大学大学院自然科学研究科准教授
2007 - -: Graduate School of Natural Science and Technology, Kanazawa University
1995 - 1998 : 東京大学医科学研究所ヒトゲノム解析センター助手

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Committee career (7)：

2006 - -: 人工知能学会分子生物情報研究会主査
2006 - -: The Japanese Society for Artificial Intelligence
2006 - 人工知能学会分子生物情報研究会主査
2002 - 2003 : 日本バイオインフォマティクス学会評議員
2002 - 2003 : Japanese Society for Bioinformatics Councilor

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Association Membership(s) (9)：

電子情報通信学会 , 情報処理学会 , 人工知能学会 , 日本バイオインフォマティクス学会 , Information and Communication Engineers , The Institute of Electronics , Information Processing Society of Japan , The Japanese Society for Artificial Intelligence , Japanese Society for Bioinformatics

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