Papers - Kazuhiro Seki
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Finding explicit and implicit knowledge: Biomedical text data mining
Kazuhiro Seki, Javed Mostafa, Kuniaki Uehara
Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technologies 370 - 386 2010
Joint Work
Publisher：IGI Global
This chapter discusses two different types of text data mining focusing on the biomedical literature. One deals with explicit information or facts written in articles, and the other targets implicit information or hypotheses inferred from explicit information. A major difference between the two is that the former is bound to the contents within the literature, whereas the latter goes beyond existing knowledge and generates potential scientific hypotheses. As concrete examples applied to real-world problems, this chapter looks at two applications of text data mining: gene functional annotation and genetic association discovery, both considered to have significant practical importance. © 2010, IGI Global.
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主観的トリガー言語モデルによる意見情報検索 Reviewed
関和広，上原邦昭
情報処理学会論文誌：数理モデル化と応用 2009.12
Joint Work
Authorship：Lead author
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Gene Functional Annotation with Dynamic Hierarchical Classification Guided by Orthologs Reviewed
Mathieu Blondel, Kazuhiro Seki, and Kuniaki Uehara
12th International Conference on Discovery Science (DS 2009) 2009.10
Joint Work
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Gene Ontology Annotation as Text Categorization: An Empirical Study Reviewed
Kazuhiro Seki and Javed Mostafa
Information Processing & Management 2009.9
Joint Work
Authorship：Lead author
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Discovering Implicit Associations among Critical Biological Entities Reviewed
Kazuhiro Seki and Javed Mostafa
International Journal of Data Mining and Bioinformatics 2009.5
Joint Work
Authorship：Lead author
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Adaptive Subjective Triggers for Opinionated Document Retrieval Reviewed
Kazuhiro Seki, and Kuniaki Uehara
Second ACM International Conference on Web Search and Data Mining (WSDM 2009) 2009.2
Joint Work
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英語音韻を考慮した情報検索のための多様なカタカナ異表記生成 Reviewed
服部弘幸，関和広，上原邦昭
情報処理学会論文誌：数理モデル化と応用 2009.2
Joint Work
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Generating Diverse Katakana Variants Based on Phonemic Mapping Reviewed
Kazuhiro Seki, Hiroyuki Hattori, and Kuniaki Uehara
28th annual international ACM SIGIR conference on research and development in information retrieval (SIGIR 2008) 2008.7
Joint Work
Authorship：Lead author
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多様な遺伝子名認識と文書分類を用いたGene Ontologyアノテーション Reviewed
関和広, モスタファジャビド
電子情報通信学会論文誌 2008.4
Joint Work
Authorship：Lead author
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Literature-Based Discovery by an Enhanced Information Retrieval Model Reviewed
Kazuhiro Seki and Javed Mostafa
10th International Conference on Discovery Science (DS 2007) 2007.10
Joint Work
Authorship：Lead author
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Discovering Implicit Associations between Genes and Hereditary Diseases Reviewed
Kazuhiro Seki and Javed Mostafa
Pacific Symposium on Biocomputing (PSB) 2007.1
Joint Work
Authorship：Lead author
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Text Mining in Biomedicine: Discovering Implicit Associations between Genes and Disease
Kazuhiro Seki
2006.9
Single Work
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An Application of Text Categorization Methods to Gene Ontology Annotation Reviewed
Kazuhiro Seki and Javed Mostafa
28th annual international ACM SIGIR conference on research and development in information retrieval (SIGIR 2005) 2005.8
Joint Work
Authorship：Lead author
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A Hybrid Approach to Protein Name Identification in Biomedical Texts Reviewed
Kazuhiro Seki and Javed Mostafa
Information Processing & Management 2005.7
Joint Work
Authorship：Lead author
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An Approach to Protein Name Extraction using Heuristics and a Dictionary Reviewed
Kazuhiro Seki and Javed Mostafa
66th American Society for Information Science and Technology Annual Conference (ASIST 2003) 2003.10
Joint Work
Authorship：Lead author
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A Probabilistic Model for Identifying Protein Names and their Name Boundaries Reviewed
Kazuhiro Seki and Javed Mostafa
2nd IEEE-CS Bioinformatics Conference (CSB 2003) 2003.8
Joint Work
Authorship：Lead author
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Protein Association Discovery in Biomedical Literature Reviewed
Kazuhiro Seki and Javed Mostafa
3rd ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL 2003) 2003.5
Joint Work
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A Probabilistic Method for Analyzing Japanese Anaphora Integrating Zero Pronoun Detection and Resolution Reviewed
Kazuhiro Seki, Atsushi Fujii, and Tetsuya Ishikawa
19th International Conference on Computational Linguistics (COLING 2002) 2002.8
Joint Work
Authorship：Lead author
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確率モデルを用いた日本語ゼロ代名詞の照応解析 Reviewed
関和広, 藤井敦, 石川徹也
自然言語処理 2002.7
Joint Work
Authorship：Lead author
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A Probabilistic Model for Japanese Zero Pronoun Resolution Integrating Syntactic and Semantic Features Reviewed
Kazuhiro Seki, Atsushi Fujii, and Tetsuya Ishikawa
6th Natural Language Processing Pacific Rim Symposium (NLPRS 2001) 2001.11
Joint Work
Authorship：Lead author