研究課題
基盤研究(C)
音楽情報検索のためのクラスタ抽出手法の開発を目的として，形式概念に基づくクラスタ抽出手法の拡張，および，グラフの高速クリーク探索手法の拡張を様々な角度から試みた．主な成果として，チャンスパターン(概念)の抽出，長大内包パターンの高速抽出，クラスタ構造の変化検出, 真極大 k-plex の高速抽出，真極大 k-plex の繰返し探索による最大 k-plex の高速抽出が可能なアルゴリズムを得た．
すべて 2014 2013 2012 2011
すべて 雑誌論文 (22件) (うち査読あり 22件) 学会発表 (22件)
Progress in Indicative and Chance Patterns, Advances in Chance Discovery - Extended Selection from International Workshops, Yukio Ohsawa and Akinori Abe (eds.)
巻: 423 ページ: 231-246
Proceedings of the 7th MultiDisciplinary International Workshop on Artificial Intelligence - MIWAI'13, Lecture Notes in Artificial Intelligence, Springer-LNAI 8271
巻: 42 ページ: 187-198
Proceedings of the 9th International Conference on Machine Learning and Data Mining in Pattern Recognition - MLDM'13, Lecture Notes in Artificial Intelligence, Springer-LNAI 7988
ページ: 586-600
Studies in Computational Intelligence
Lecture Notes in Artificial Intelligence
巻: 8271 ページ: 187-198
10.1007/978-3-642-44949-9_18
巻: 7988 ページ: 586-600
Proceedings of The 10th International Conference on Formal Concept Analysis - ICFCA'12, Lecture Notes in Artificial Intelligence, Springer-LNAI 7278
ページ: 244-259
Proceedings of the 15th International Conference on Discovery Science - DS'12, Lecture Notes in Artificial Intelligence, Springer-LNAI 7569
ページ: 284-298
Proceedings of the 8th International Conference on Machine Learning and Data Mining in Pattern Recognition - MLDM'12, Lecture Notes in Artificial Intelligence, Springer-LNAI 7376
ページ: 102-116
Proceedings of the 2012 IIAI International Conference on Advanced Applied Informatics - IIAI AAI'12
ページ: 48-53
Transactions on Machine Learning and Data Mining
巻: 5(1) ページ: 3-22
Proceedings of The 10th International Conference on Formal Concept Analysis - ICFCA'12
巻: Springer-LNAI 7278 ページ: 244-259
Proceedings of the 15th International Conference on Discovery Science - DS'12
巻: Springer-LNAI 7569 ページ: 284-298
Proceedings of the 8th International Conference on Machine Learning and Data Mining in Pattern Recognition - MLDM'12
巻: Springer-LNAI 7376 ページ: 102-116
巻: - ページ: 48-53
Advances in Chance Discovery
巻: -
Proc. of The 10th International Conference on Formal Concept Analysis - ICFCA'12
巻: Springer-LNAI 7278
Proceedings of The 15th International Conference on Knowledge Based and Intelligent Information & Engineering Systems - KES'11 (Part II), Lecture Notes in Artificial Intelligence, Springer-LNAI 6882
ページ: 457-468
Proceedings of the 7th International Conference on Machine Learning and Data Mining in Pattern Recognition - MLDM'11, Lecture Notes in Artificial Intelligence, Springer-LNAI 6871
ページ: 469-483
Proceedings of The 15th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - KES'11 (Part II)
巻: Springer-LNAI 6882 ページ: 457-468
Proceedings of the 7th International Conference on Machine Learning and Data Mining in Pattern Recognition - MLDM'11
巻: Springer-LNAI 6871 ページ: 469-483
