研究概要

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• データ圧縮
• データマイニング
• 人工知能

主要論文

「*」は、理研外のみでの成果です。

• 1.*Tabei, Y., Saigo, H., Yamanishi, Y., Puglisi, S. J.:
  "Scalable partial least squares regression on grammar compressed data matrices"
  In Proceedings of the 22^nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), (2016)
• 2.*Tabei, Y., Yamanishi, Y., Kotera, M.:
  "Simultaneous prediction of enzymatic orthologs from chemical transformation patters for de novo metabolic pathway reconstructions"
  In Proceedings of the 23^rd International Conference on Intelligent Systems for Molecular Biology (ISMB), (2016)
• 3.*Bellazougui, D., Coding, P., Puglisi, S. J., Tabei, Y.:
  "Access, rank, and select in grammar-compressed string"
  In Proceedings of the 23^rd European Symposium on Algorithms (ESA), (2015)
• 4.*Maruyama, S., Tabei, Y.
  "Fully-online grammar compression in constant space"
  In Proceedings of the 24^th Data Compression Conference, (2014)
• 5.*Tabei, Y., Kishimoto, A., Massaki K., Yamanishi, Y.:
  "Succinct interval-splitting tree for scalable similarity search of compound-protein pairs with property constraints"
  In Proceedings of the 19nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), (2013)
• 6.*Tabei, Y., Takabatake, Y., Sakamoto, H.:
  “A succinct grammar compression”
  In proceedings of the 24^th Annual Symposium on Combinatorial Pattern Matching (CPM), (2013)
• 7.*Maruyama, S., Tabei, Y., Sakamoto, Y., Sadakane, K.:
  "Fully-online grammar compression"
  In Proceedings of the 20^th String Processing and Information Retrieval(SPIRE), (2013)
• 8.*Tabei, Y., Pauwels, E., Stove, V., Takemoto, K., Yamanishi, Y.:
  "Identification of chemogenomic features from drug-target interaction networks using interpretable classifiers"
  In Proceedings of the 11^th European Conference on Computational Biology (ECCB), (2012)
• 9.*Tabei, Y.:
  "Succinct Multibit Tree: Compact representation of multibit trees by using succinct data structures in chemical fingerprint searches"
  In Proceedings of the 12^th workshop on algorithms in bioinformatics (WABI), (2012)
• 10.*Tabei, Y., Tsuda, K.:
  "Kernel-based similarity search in massive graph data bases with wavelet trees"
  In Proceedings of the 11^th SIAM International Conference on Data Mining (SDM), (2011)

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募集職種	応募締切
研究員または特別研究員募集（W21042）	ポストが決まり次第

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