Publication List on Text Mining

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Publication list on text mining

Journal papers

Aono, M. and Kobayashi, M. "Web community mining" (invited paper), Bulletin of Japan SIAM, Vol.15, No.1 (in Japanese), pp.53-57, 2005.

Uramoto, N., Matsuzawa, H., Nagano, T., Murakami, A., Takeuchi, H. and Takeda, K. "A text-mining system for knowledge discovery from biomedical documents", IBM Systems Journal, Vol.43, No.3, pp.516-533, 2004. (paper)
Takeda, K., Watanabe, H., Uramoto, N., Nomiyama, H., Matsuzawa, H., Nasukawa, T., Nagano, T., Murakami, A., Takeuchi, H., Kanayama, H., Kobayashi, M., Aono, M., Inokuchi, A. and Houle, M. "Unstructured information management projects at IBM Tokyo Research Laboratory", Korea Information Processing Society Review, Vol.11, No.2, pp.4-16, 2004.
Kobayashi, M., Aono, M., Samukawa, H. and Takeuchi, H. "Matrix computations for information retrieval and major and outlier cluster detection" (invited paper), Journal of Computational and Applied Mathematics, Vol.149, No.1, pp.119-129, 2002.
Nasukawa, T. and Nagano, T. "Text analysis and knowledge mining system", IBM Systems Journal, Vol.40, No.4, pp.967-984, 2001. (paper)
Nasukawa, T., Kawano, H. and Arimura, H. "Base technology for text mining", Journal of Japanese Society for Artificial Intelligence, Vol.16, No.2, pp.201-211, 2001.
Nasukawa, T. "Text mining application for call centers", Journal of Japanese Society for Artificial Intelligence, Vol.16, No.2, pp.219-225, 2001.
Kobayashi, M., Dupret, G., King, O. and Samukawa, H. "Estimation of singular values of very large matrices using random sampling", Computers and Mathematics with Applications, Vol.42, pp.1331-1352, 2001.
Kobayashi, M. and Takeda, K. "Information retrieval on the Web, ACM Computing Surveys", Vol.32, No.2, pp.144-173, 2000.
Nasukawa, T., Morohashi, M. and Nagano, T. "Text mining - discovering knowledge in vast amounts of textual data -", IPSJ Magazine, Vol.40, No.4 (comprehensive paper), pp.358-364, 1999.

International conference papers

Kobayashi, M. "Changepoint identification in real-world data using wavelets", Scientific Engineering Computation and Analysis (SciCADE), Nagoya, Japan, p.51, 2005.

Kashima, H. and Tsuboi, Y. "Kernel-based discriminative learning algorithms for labeling sequences, trees and graphs", International Conference on Machine Learning (ICML), 2004.

Murakami, A. and Nasukawa, T. "Term aggregation: mining synonymous expressions using personal stylistic variations", International Conference on Computational Linguistics (COLING), 2004.

Kanayama, H., Nasukawa, T. and Watanabe, H. "Deeper sentiment analysis using machine translation technology", International Conference on Computational Linguistics (COLING), pp.494-500, 2004.

Kobayashi, M. "Wavelets, FFTs and histograms in data stream mining", Australia-New Zealand Industrial and Applied Mathematics (ANZIAM), Hobart, Tasmania, Australia, 2004.

Kobayashi, M. "Data Stream Mining - selected tools & algorithms", Numerical Analysis & Numerically Intensive Techniques (NANIT), Kyoto University Research Institute for Mathematical Sciences (RIMS), Kokyu Roku, No.1362, pp.124-132, 2004.

Yi, J., Nasukawa, T., Bunescu, R. and Niblack, W. "Sentiment analyzer: extracting sentiments about a given topic using natural language processing techniques", International Conference on Data Mining, pp.427-434, 2003.

Nasukawa, T. and Yi, J. "Sentiment analysis: capturing favorability using natural language processing", International Conference on Knowledge Capture, pp.70-77, 2003. (paper)
Houle, M. "Navigating massive data sets via local clustering", ACM SIGKDD Conf. on Knowledge Discovery and Data Mining (KDD), Washington DC, USA, pp.547-552, 2003.
Morimoto, Y., Aono, M., Houle, M. and McCurley, K. "Extracting spatial knowledge from the web", International Symposium on Applications and the Internet (SAINT), Orlando, Florida, USA, pp.326-333, 2003.
Kobayashi, M. and Aono, M. "Covariance matrix analysis for mining major and minor clusters", International Congress on Industrial and Applied Mathematics (ICIAM), Sydney, Australia, 2003.
Kobayashi, M. and Aono, M. "Exploring major and minor clusters in massive databases" (Invited Talk), Kyoto University Research Institute for Mathematical Sciences (RIMS) Kokyu Roku, No.1320: The Numerical Solution of Differential Equations and Linear Computation, pp.250-260, 2003.
Kobayashi, M. and Aono, M. "Exploring major and minor clusters in massive databases" (Invited Talk), Minisymposium No.2288 on Analysing and Visualizing Data Mountains, International Congress on Industrial and Applied Mathematics (ICIAM), Sydney, Australia, 2003.
Kobayashi, M., Aono, M. and Houle, M. "Mining overlapping major and minor clusters in massive databases" (Invited Talk), Special Technologies Workshop \# 6 on Industry Day, International Congress on Industrial and Applied Mathematics (ICIAM), Sydney, Australia, 2003.
Kobayashi, M. and Aono, M. "Major and outlier cluster analysis using dynamic re-scaling of document vectors", SIAM Text Mining Workshop, Crystal City, VA, USA, pp.103-113, 2002.
Kobayashi, M. and Aono, M. "ClusterScope: an information retrieval and cluster analysis tool for massive databases", Engineering Maths and Applications Conference (EMAC), Brisbane, Australia, pp.145-150, 2002.
Takeda, K., Nomiyama, H., Nasukawa, T., Kobayashi, M., Sakairi, T., Matsuzawa, H., Nagano, T., Murakami, A. and Takeuchi, H. "Text mining and site outlining projects", NLPRS Exhibition and Demonstrations of NLP technologies, 2001.
Murakami, A., Takeda, K. and Nagao, K. "Discussion mining: knowledge discovery from online discussion records", NLPRS Workshop XML and NLP, 2001.
Nagano, T., Takeda, K. and Nasukawa, T. "Knowledge discovery using robust natural language processing", Pacific Association for Computational Linguistics (PACLING), pp.189-198, 2001.
Kobayashi, M., Aono, M., Samukawa, H. and Takeuchi, H. "Matrix computations for detecting and visualizing outlier clusters", International Conference on Numerical Analysis and Applications, World Scientific Engineering Society, 2001.
Kobayashi, M., Aono, M., Takeuchi, H. and Samukawa, H. "Matrix computations for information retrieval and major and outlier cluster detection" (Invited Keynote Talk), 15th Toyota Conference on Scientific and Engineering Computations for the 21st Century, Mikabi, Japan, 2001.
Hurst, M. and Nasukawa, T. "Layout and language: integrating spatial and linguistic knowledge for layout understanding tasks", The 18th International Conference on Computational Linguistics (COLING), 2000.
Matsuzawa, H. and Fukuda, T. "Mining structured association patterns from databases", Pacific and Asia International Conference on Knowledge Discovery and DataMining (PAKDD), 2000.
Kobayashi, M., Takeda, K., King, O. and Dupret, G. "Multi-perspective retrieval, ranking and visualization of Web data", International Symposium on Digital Libraries (ISDL), Tsukuba, Japan, pp.159-162, 1999.

Domestic conference papers

Murakami, A. and Watanabe, H. "Compound Noun Recognition referring to Cronological Fluctuation of Occurrence", IPSJ SIG-NL-172 (in Japanese), pp.1-8, 2006.
Ikawa, Y., Takuma, D. and Kanayama, H. "A Masking System for Confidential Documents by Unmasking Safe Words", IPSJ SIG-DBS-140(II) (in Japanese), pp.421-428, 2006.
Kanayama, H. and Nasukawa, T. "Extracting and grouping of request expressions", The 11th Annual Meeting of The Association for NLP (in Japanese), pp.660-663, 2005.
Kanayama, H. "Statistical Parsing without Commas", IPSJ SIGNL-170 (in Japanese), pp.61-66, 2005.
Ikawa, Y. and Sadakane, K. "A Method for Improving the Ranking Results of Local-Web Search-Engines using HotLink Analysis", In Proceedings of Data Engineering Workshop (in Japanese), 1C-o2, 2005.
Nasukawa, T., Kanayama, H., Tsuboi, Y. and Watanabe, H. "Natural language processing by using favorable/unfavorable context", The 11th Annual Meeting of The Association for NLP (in Japanese), pp.153-156, 2005.
Takuma, D. and Nomiyama, H. "Early problem detection using text data", IPSJ SIG-NL-162 (in Japanese), pp.19-26, 2004.
Murakami, A. and Nasukawa, T. "Mining synonymous expressions using personal stylistic variations", IPSJ SIG-NL-162 (in Japanese), pp.117-124, 2004.
Nasukawa, T. and Kanayama, H. "Acquisition of sentiment lexicon by using context coherence", IPSJ SIG-NL-162 (in Japanese), pp.109-116, 2004.
Kanayama, H. "Partial correction of statistical Japanese syntactic parser", IPSJ SIGNL-160 (in Japanese), pp.1-8, 2004.
Tsuboi, Y. "Mining Frequent Substrings", SIG-NL-158 (in Japanese), 2003.
Aono, M., Houle, M., Kobayashi, M. and Takeda, K. "Comparison of similarity search technologies using vector space models and scalable clustering methods", Information Processing Society of Japan (IPSJ) SIG Workshop on Fundamental Infology (in Japanese), 2003.
Matsuzawa, H., Nagano, T., Murakami, A., Takeuchi, H., Takeda, K. and Kanda, Y. "MedTAKMI : a text mining system for databases of bio-medical document", The 3rd Workshop on Data Mining, JSSST SIG Data Mining (in Japanese), 2002.
Murakami, A. and Takeda, K. "E-mail mining", Forum on Information Technology (in English), 2002.
Nagano, T. "Extracting sentimental expressions from text", The 30th Annual Meeting of Behaviormetric Society of Japan (in Japanese), pp.30-31, 2002.
Murakami, A. and Takeda, K. "E-mail mining", The 30th Annual Meeting of Behaviormetric Society of Japan (in Japanese), pp.32-35, 2002.
Murakami, A. and Nasukawa, T. "Synonym extraction using personal stylistic variations", The 8th Annual Meeting of The Association for NLP (in Japanese), 2002.
Aono, M. and Kobayashi, M. "Information retrieval and visualization massive database using dimensional reduction based on vector space model", Information Processing Society of Japan (IPSJ) SIG Notes on Distributed Processing Systems, Abstract No 108-014, (in Japanese), pp.79-84, 2002.
Takeuchi, H., Kobayashi, M., Aono, M. and Samukawa, H. "An information retrieval system using principal component analysis", Information Processing Society of Japan (IPSJ), SIG Notes, FI66, pp.87-93, 2002.
Yamashita, Y., Kobayashi, M. and Aono, M. "Detecting and tracking the evolution of events", IPSJ SIG Workshop on Fundamental Infology (in Japanese), 2002.
Murakami, A. "Synonym extraction from specific domain corpus using dependency information", IPSJ 61th Annual Convention (in Japanese), 2000.
Murakami, A. and Nagao, K. "Discussion mining: knowledge discovery from online discussion records", The 6th Annual Meeting of The Association for NLP (in Japanese), pp.451-454, 2000.
Matsuzawa, H. and Fukuda, T. "Mining structured association patterns from databases", Advanced Database Symposium (in Japanese), pp.151-160, 1999.
Murakami, A. and Nagao, K. "Structure of online discussion based on quotations", NLP Symposium (in Japanese), 1999.
Matsuzawa, H. "Mining frequent structured patterns from databases. - Mining frequent similar sentences from text database -- ", NLP Symposium (in Japanese), 1999.
Nagano, T. "Information extraction for text mining", NLP Symposium (in Japanese), 1999.
Nasukawa, T., Nagano, T. and Takeda, K. "Knowledge mining from huge amounts of text data", IPSJ SIG-ICS (in Japanese), 1999.
Takeda, K. "Text mining for knowledge management", IPSJ 59th Annual Convention, pp.2-381-382 (in Japanese), 1999.
Nasukawa, T. and Nagano, T. "TAKMI: Text Analysis and Knowledge Mining", IPSJ 59th Annual Convention, pp.2-383-384 (in Japanese), 1999.
Nagano, T. "Information extraction of text mining", IPSJ 59th Annual Convention, pp.2-385-386 (in Japanese), 1999.
Nagano, T., Morohashi, M. and Nasukawa, T. "Information Extraction for Text Mining", 13th JSAI Annual Convention (in Japanese), pp.411-412, 1999.
Kobayashi, M., Dupret, G. and King, O. "Linear algebra methods for text mining", Information Processing Society of Japan (IPSJ), Fall Meeting, Morioka, Japan, 1999.
Nasukawa, T., Morohashi, M. and Nagano, T. "Text mining: knowledge acquisition from voluminous data with texts ---framework---", IPSJ 57th Annual Convention (in Japanese), 1998.
Morohashi, M., Nasukawa, T. and Nagano, T. "Text mining: knowledge acquisition from voluminous data with texts ---acquisition of intentions---", IPSJ 57th Annual Convention (in Japanese), 1998.
Nasukawa, T. "Text mining: technology for a strategic use of voluminous text databases", 12th Annual Conference of JSAI (in Japanese), 1998.

IBM Research Reports

Matsuzawa, H. and Fukuda, T. "Mining strucutured association patterns from databases", RT0364.
Nasukawa, T., Morohashi, M. and Nagano, T. "Customer claim mining: discovering knowledge in vast amounts of textual data", RT0319, 1999.

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