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2006 Fiscal Year Final Research Report Summary

Discovery of Hepatitis Knowledge by Data Mining Methods with Multi-Sources

Research Project

Project/Area Number 16300043
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent informatics
Research InstitutionJapan Advanced Institute of Science and Technology

Principal Investigator

TU Baoho  Japan Advanced Institute of Science and Technology, School of Knowledge Science, Professor, 知識科学研究科, 教授 (60301199)

Co-Investigator(Kenkyū-buntansha) TAKABAYASHI Katsuhiko  Chiba University Hospital, Professor, 医学部附属病院, 教授 (90188079)
KAWASAKI Saori  JapanAdvanced Institute of Science and Technology, School of Knowledge Science, Associate, 知識科学研究科, 助手 (40377437)
Project Period (FY) 2004 – 2006
KeywordsHEPATITIS / DATA MINING / MULTIPLE RESOURCES / TEMPORAL ABSTRACTION / MEDICAL LITERATURE / EXPERT EVALUATIONS / INTEGRATED APPROACH
Research Abstract

1. Developed a novel method of temporal abstraction abased on temporal logic that exploits temporal relations. This is a new method for analyzing medical temporal data by extracting all kinds of possible temporal relations existing in the data, and discovering rules using the relations to solve the three hepatitis problems.
2. Developed text mining methods to exploit huge sources of textual data (using advanced machine learning techniques such as conditional random fields, tolerance rough set model, etc.) and apply them to MEDLINE database to find knowledge for two purposes: (a) finding back ground knowledge to narrow the search space in the learning phase and (b) finding knowledge to interpret discovered rules by data mining methods.
3. Developed in integrated approach to medical data mining that based on mutually combination of learning methods, medical literature and expert inspection. The approach showed its efficiency is much higher than just using each method.
4. We succeeded in some other research issues such as fundamental research (on kernel methods, visualization, rule induction, optimization), bioinformatics (protein interaction). These results allow us to continue study medical data with advanced learning methods and the relations between clinical data and disease genes.

  • Research Products

    (156 results)

All 2007 2006 2005 2004

All Journal Article (148 results) Book (8 results)

  • [Journal Article] Integration of learning methods, medical literature and expert inspection in medical data mining2007

    • Author(s)
      Ho, T.B., Kawasaki, S., Takabayashi, K., Nguyen.C.H.
    • Journal Title

      IEICE Trans. Information and Systems (in press)

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Exploiting Temporal Relations in Mining Hepatitis Data2007

    • Author(s)
      Ho, T.B., Nguyen, C.H., Kawasaki, S., Le, S.Q., Takabayashi, K.
    • Journal Title

      Journal of New Generation Computing 25-3(in press)

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] A hyper-heuristic for descriptive rule induction2007

    • Author(s)
      Pham, T.H., Ho, T.B.
    • Journal Title

      International Journal of Data Warehousing and Mining 3-1

      Pages: 54-66

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] An Agent-Based Approach to Solve Dynamic Meeting Scheduling Problems with Preference2007

    • Author(s)
      Ben Hassine, A., Ho, T.B.
    • Journal Title

      International Journal of Engineering Applications of Artificial Intelligence, Elsevier Publishers (To appear)

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Temporal Abstraction and Data Mining with Visualization of Laboratory Data2007

    • Author(s)
      Takabayashi, T., Ho, T.B., Yokoi, H., Nguyen, T.D., Kawasaki, S., Le, S.Q., Suzuki, T., Yokosuka, O.
    • Journal Title

      The Proceedings of Medinfo 2007 Congress, Brisbane, 20-24 August, 2007 (in press)

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Kernel Matrix Evaluation2007

    • Author(s)
      Nguyen, C.H., Ho, T.B.
    • Journal Title

      The Proceedings of the Twentieth International Joint Conference on Artificial Intelligence IJCAI'07, Hyderabad, January 6-12, 2007

      Pages: 987-992

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Integration of learning methods, medical literature and expert inspection in medical data mining2007

    • Author(s)
      Ho, T.B., Kawasaki, S., Takabayashi, K., Nguyen, C.H.
    • Journal Title

      IEICE Trans. Information and Systems

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Exploiting Temporal Relations in Mining Hepatitis Data2007

    • Author(s)
      Ho, T.B., Nguyen, C.H., Kawasaki, S., Le, S.Q., Takabayashi, K.
    • Journal Title

      Journal of New Generation Computing, Ohmsha, Ltd. and Springer-Verlag Vol. 25. No. 3(in press)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] A hyper-heuristic for descriptive rule induction2007

    • Author(s)
      Pham, T.H., Ho, T.B.
    • Journal Title

      International Journal of Data Warehousing and Mining Vol. 3, No. 1

      Pages: 54-66

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] An Agent-Based Approach to Solve Dynamic Meeting Scheduling Problems with Preference2007

    • Author(s)
      Ben Hassine, A., Ho, T.B.
    • Journal Title

      International Journal of Engineering Applications of Artificial Intelligence, Elsevier Publishers (to appear)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Temporal Abstraction and Data Mining with Visualization of Laboratory Data2007

    • Author(s)
      Takabayashi, T., Ho, T.B., Yokoi, H., Nguyen, T.D., Kawasaki, S., Le, S.Q., Suzuki, T., Yokosuka, 0.
    • Journal Title

      Medinfo 2007 Congress, 20-24 August, Brisbane (in press)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Kernel Matrix Evaluation2007

    • Author(s)
      Nguyen, C.H., Ho, T.B.
    • Journal Title

      Twentieth International Joint Conference on Artificial Intelligence IJCAI'07, Hyderabad, January 6-12

      Pages: 987-992

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Study of protein-protein interactions from multiple data sources. Advances in Data Warehousing and Mining, David Taniar (Ed.)2007

    • Author(s)
      Ho, T.B., Nguyen, T.P., Tran, T.N.
    • Journal Title

      IGC Publishers (in press)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Rough Document Clustering and the Internet, Handbook of Granular Computing, Pedrycz, Skowron, Kreinovich (Eds.)2007

    • Author(s)
      Nguyen, H.S., Ho, T.B.
    • Journal Title

      Springer (in press)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Knowledge Acquisition by Machine Learning and Data Mining. Chapter 4, Creative Environments2007

    • Author(s)
      Ho, T.B., Kawasaki, S., Granat, J.
    • Journal Title

      Springer-Verlag (in press)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Multiple Attribute Decision Making Under Uncertainty : The Evidential Reasoning Approach Revisited2006

    • Author(s)
      Huynh, V.N., Nakamori, Y., Ho, T.B., Murai, T
    • Journal Title

      IEEE Trans. on Systems, Man, and Cybernetics, part A 6-4

      Pages: 804-822

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Wrapper feature extraction for time series classification using singular value decomposition2006

    • Author(s)
      Zhang, H., Ho, T.B., Kawasaki, S.
    • Journal Title

      International Journal of Knowledge and Systems Science 3-1

      Pages: 53-60

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] A Bottom-up Method for Simplifying Support Vector Solutions2006

    • Author(s)
      Nguyen, D.D., Ho, T.B.
    • Journal Title

      IEEE Transactions on Neural Networks 17-3

      Pages: 792-796

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Unsupervised Feature Extraction for Time Series Clustering Using Orthogonal Wavelet Transform2006

    • Author(s)
      Zhang, H., Ho, T.B., Zhang, Y., Lin, M.S.
    • Journal Title

      Journal Informatica 30

      Pages: 305-319

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Improving Discriminative Sequential Learning by Discovering Important Associations of Statistics2006

    • Author(s)
      Phan, X.H., Nguyen, L.M., Ho, T.B., Horiguchi, S.
    • Journal Title

      ACM Transactions on Asian Language and Information Processing (TALIP) 5-4

      Pages: 413-438

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Scientific data mining : Opportunities and challenges (invited talk)2006

    • Author(s)
      Ho, T. B.
    • Journal Title

      The Proceedings of the International Symposium on Towards Creating New Industries Based on Inter-Nanoscience, Awaji, December 8-9, 2006

      Pages: 61-64

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Discovering signal transduction networks using signaling domain-domain interactions2006

    • Author(s)
      Nguyen, T.P., Ho, T.B.
    • Journal Title

      The Proceedings of Genome Informatics 2006, Yokohama, December 18-20, 2006, Universal Academic Press 17-2

      Pages: 35-45

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Prediction of domain-domain interactions using inductive logic programming from multiple genome databases2006

    • Author(s)
      Nguyen, T.P., Ho, T.B.
    • Journal Title

      The Proceedings of Discovery Science (DS'06), Barcelona, 7-10 October, 2006(Springer) LNAI 4256

      Pages: 185-196

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Sampling for Imbalanced Data Learning2006

    • Author(s)
      Nguyen, C.H., Ho, T.B.
    • Journal Title

      The Proceedings of The International Workshop on Data-Mining and Statistical Science (DMSS2006), Sapporo, September 25-26, 2006

      Pages: 12-19

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] A Fuzzy Target Based Model for Decision Making Under Uncertainty2006

    • Author(s)
      Huynh, V.N., Nakamori, Y., Ryoke, M., Ho, T.B.
    • Journal Title

      The Proceedings of IEEE World Congress on Computational Intelligence WCCI' 06, Vancouver. July 16-21, 2006

      Pages: 1611-1618

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Utility Function Induced by Fuzzy Target in Probabilistic Decision Making2006

    • Author(s)
      Huynh, V.N., Nakamori, Ho, T.B.
    • Journal Title

      The Proceedings of The Fifth International Conference on Rough Sets and Current Trends in Computing RSCTC 2006, Kobe, November 6-8, 2006(Springer) LNAI 4259

      Pages: 296-305

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Multiscale Feature Extraction for Time Series Classification with Hybrid Feature Selection2006

    • Author(s)
      Zhang, H., Lin, S.M., Huang, W., Kawasaki, S., Ho, T.B.
    • Journal Title

      The Proceedings of the International Conference on Intelligent Computing ICIC'06, Kunming, August 16-19, 2006(Springer) LNCIS 344

      Pages: 939-944

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] An Integrated Approach in Medical Data Mining2006

    • Author(s)
      Kawasaki, S., Ho, T. B.
    • Journal Title

      The Proceedings of the First International Conference on Knowledge, Information and Creativity Support Systems (KICSS'06), Ayutthaya, 1-4 August, 2006

      Pages: 24-31

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Knowledge Visualization in Hepatitis Study2006

    • Author(s)
      Nguyen, D.D., Ho, T.B., Kawasaki, S.
    • Journal Title

      Asia Pacific Symposium on Information Visualization (APVIS 2006), Tokyo, February 1-3, 2006, Australian Computer Society.

      Pages: 59-62

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Parallel Training of CRFs : A Practical Approach to Build Large-Scale Prediction Models for Sequence Data2006

    • Author(s)
      Phan, X.H., Nguyen, L.M., Horiguchi, S., Inoguchi, Y., Ho, T.B.
    • Journal Title

      The Proceedings of Workshop on Parallel Data Mining, ECML/PKDD 2006, Berlin, September 18-22, 2006

      Pages: 51-63

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Detecting Citation Types Using Finite State Machines2006

    • Author(s)
      Le, M.H., Ho, T.B., Nakamori, Y.
    • Journal Title

      The Proceedings of 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD' 06), Singapore, 9-12 April, 2006(Springer) LNAI 3918

      Pages: 265-274

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Association-Based Dissimilarity Measures for Categorical Data : Limitation and Improvement2006

    • Author(s)
      Le, S.Q., Ho, T.B., Le, S.V.
    • Journal Title

      The Proceedings of 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD' 06), Singapore, 9-12 April, 2006(Springer) LNAI 3918

      Pages: 493-498

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Feature Extraction for Time Series Classification Using Discriminating Wavelet Coefficients2006

    • Author(s)
      Zhang, H., Ho, T.B., Lin, M.S., Liang, X.
    • Journal Title

      The Proceedings of the Third International Symposium on Neural Networks (ISNN 2006), Chengdu, 28-31 May, 2006(Springer) LNAI 3971

      Pages: 1394-1399

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Conditional Random Fields for Predicting and Analyzing Histone Occupancy, Acetylation and Methylation Areas in DNA Sequences2006

    • Author(s)
      Tran, D.H., Pham, T.H., Satou, K., Ho, T.B.
    • Journal Title

      The Proceedings of the 4th European Workshop on Evolutionary Computation and Machine Learning in Bioinformatics, Budapest, 10-12 April, 2006

      Pages: 221-230

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] High-Performance Training of Conditional Random Fields for Large-Scale Sequential Labeling Applications2006

    • Author(s)
      Phan, X.H., Nguyen, L.M., Inoguchi, Y., Ho, T.B., Horiguchi, S.
    • Journal Title

      The Proceedings of the International Conference on High Performance Scientific Computing, Hanoi, March 6-10, 2006.

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Some emerging trends in machine learning and data mining research (keynote talk)2006

    • Author(s)
      Ho, T. B.
    • Journal Title

      The Proceedings of International Conference on Computer Science Research, Innovation and Vision for the Future (RIVF'2006), Ho Chi Minh city, February, 2006 (http://wwww. rivf. org)

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Knowledge Management and E-Learning (keynote talk)2006

    • Author(s)
      Ho, T. B.
    • Journal Title

      APEC Symposium on Open Source and Open Course for e-Learning, Hanoi, 4-6 December 2006.

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Temporal Abstraction Methods in Mining Hepatitis Data (invited talk)2006

    • Author(s)
      Ho, T. B.
    • Journal Title

      Kansai Society of Chemistry, Osaka, Japan, 24 June 2006

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Privacy-Preserving Data Mining and E-Commerce & E-Government (invited talk)2006

    • Author(s)
      Ho, T. B.
    • Journal Title

      APEC symposium on Privacy Protection in E-Commerce & E-Government, Hanoi, 20-22, February, 2006

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Multiple Attribute Decision Making Under Uncertainty, The Evidential Reasoning Approach Revisited2006

    • Author(s)
      Huynh, V.N., Nakamori, Y., Ho, T.B., Murai, T
    • Journal Title

      IEEE Trans, on Systems, Man, and Cybernetics, part A Vol. 6, No. 4

      Pages: 804-822

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Wrapper feature extraction for time series classification using singular value decomposition2006

    • Author(s)
      Zhang, H., Ho, T.B., Kawasaki, S.
    • Journal Title

      International Journal of Knowledge and Systems Science Vol. 3, No. 1

      Pages: 53-60

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] A Bottom-up Method for Simplifying Support Vector Solutions2006

    • Author(s)
      Nguyen, D.D., Ho, T.B.
    • Journal Title

      IEEE Transactions on Neural Networks Vol.17, No. 3

      Pages: 792-796

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Unsupervised Feature Extraction for Time Series Clustering Using Orthogonal Wavelet Transform2006

    • Author(s)
      Zhang, H., Ho, T.B., Zhang, Y., Lin, M.S.
    • Journal Title

      Journal Informatica Vol. 30

      Pages: 305-319

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Improving Discriminative Sequential Learning by Discovering Important Associations of Statistics2006

    • Author(s)
      Phan, X.H., Nguyen, L.M., Ho, T.B., Horiguchi, S.
    • Journal Title

      ACM Transactions on Asian Language and Information Processing Vol.5, No.4

      Pages: 413-438

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Opportunities and challenges (invited talk)2006

    • Author(s)
      Ho, T.B., Scientific data mining
    • Journal Title

      International Symposium on Towards Creating New Industries Based on Inter-Nanoscience, December 8-9, Awaji

      Pages: 61-64

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Discovering signal transduction networks using signaling domain-domain interactions2006

    • Author(s)
      Nguyen, T.P., Ho, T.B.
    • Journal Title

      Genome Informatics 2006, Yokohama, December 18-20, Universal Academic Press

      Pages: 35-45

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Prediction of domain-domain interactions using inductive logic programming from multiple genome databases2006

    • Author(s)
      Nguyen, T.P., Ho, T.B.
    • Journal Title

      Discovery Science DS'06, 7-10 October, Barcelona, Springer LNAI 4256

      Pages: 185-196

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Sampling for Imbalanced Data Learning2006

    • Author(s)
      Nguyen, C.H., Ho, T.B.
    • Journal Title

      The International Workshop on Data-Mining and Statistical Science (DMSS2006), Sapporo, September 25-26

      Pages: 12-19

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] A Fuzzy Target Based Model for Decision Making Under Uncertainty2006

    • Author(s)
      Huynh, V.N., Nakamori, Y., Ryoke, M., Ho, T.B.
    • Journal Title

      IEEE World Congress on Computational Intelligence WCCI'06, Vancouver. 16-21

      Pages: 1611-1618

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Utility Function Induced by Fuzzy Target in Probabilistic Decision Making2006

    • Author(s)
      Huynh, V.N., Nakamori, Ho, T.B.
    • Journal Title

      The Fifth International Conference on Rough Sets and Current Trends in Computing RSCTC 2006, Kobe, November 6-8. Lecture Notes in Artificial Intelligence LNAI 4259, S. Greco et al. (Eds.)

      Pages: 296-305

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Multiscale Feature Extraction for Time Series Classification with Hybrid Feature Selection2006

    • Author(s)
      Zhang, H., Lin, S.M., Huang, W., Kawasaki, S., Ho, T.B.
    • Journal Title

      International Conference on Intelligent Computing ICIC'06, Kunming, August 16-19, Lecture Notes in Control and Information Sciences LNCIS 344

      Pages: 939-944

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] An Integrated Approach in Medical Data Mining2006

    • Author(s)
      Kawasaki, S., Ho, T.B.
    • Journal Title

      The First International Conference on Knowledge, Information and Creativity Support Systems KICSS'06, 1-4 August, Ayutthaya

      Pages: 24-31

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Knowledge Visualization in Hepatitis Study2006

    • Author(s)
      Nguyen, D.D., Ho, T.B., Kawasaki, S.
    • Journal Title

      Asia Pacific Symposium on Information Visualization APVIS 2006, February 1-3, Tokyo, Australian Computer Society

      Pages: 59-62

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] A Practical Approach to Build Large-Scale Prediction Models for Sequence Data2006

    • Author(s)
      Phan, X.H., Nguyen, L.M., Horiguchi, S., Inoguchi, Y., Ho, T.B., Parallel Training of CRFs
    • Journal Title

      Workshop on Parallel Data Mining, ECML/PKDD 2006, Berlin, September 18-22

      Pages: 51-63

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Detecting Citation Types Using Finite State Machines2006

    • Author(s)
      Le, M.H., Ho, T.B., Nakamori, Y.
    • Journal Title

      10th Pacific-Asia Conference on Knowledge Discovery and Data Mining PAKDD'06, 9-12 April, Singapore. Lecture Notes in Artificial Intelligence LNAI 3918

      Pages: 265-274

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Association-Based Dissimilarity Measures for Categorical Data, Limitation and Improvement2006

    • Author(s)
      Le, S.Q., Ho, T.B., Le, S.V.
    • Journal Title

      10th Pacific-Asia Conference on Knowledge Discovery and Data Mining PAKDD'06, 9-12 April, Singapore. Lecture Notes in Artificial Intelligence LNAI 3918

      Pages: 493-498

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Feature Extraction for Time Series Classification Using Discriminating Wavelet Coefficients2006

    • Author(s)
      Zhang, H., Ho, T.B., Lin, M.S., Liang, X.
    • Journal Title

      Third International Symposium on Neural Networks (ISNN 2006), 28-31 May, Chengdu. Lecture Notes in Artificial Intelligence LNAI 3971

      Pages: 1394-1399

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Conditional Random Fields for Predicting and Analyzing Histone Occupancy, Acetylation and Methylation Areas in DNA Sequences2006

    • Author(s)
      Tran, D.H., Pham, T.H., Satou, K., Ho, T.B.
    • Journal Title

      4th European Workshop on Evolutionary Computation and Machine Learning in Bioinformatics, Budapest 10-12

      Pages: 221-230

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] High-Performance Training of Conditional Random Fields for Large-Scale Sequential Labeling Applications2006

    • Author(s)
      Phan, X.H., Nguyen, L.M., Inoguchi, Y., Ho, T.B., Horiguchi, S.
    • Journal Title

      International Conference on High Performance Scientific Computing, March 6-10

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Some emerging trends in machine learning and data mining research (keynote talk)2006

    • Author(s)
      Ho, T.B.
    • Journal Title

      International Conference on Computer Science Research, Innovation and Vision for the Future RIVF2006, Ho Chi Minh city, February

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Knowledge Management and E-Learning2006

    • Author(s)
      Ho, T.B.
    • Journal Title

      APEC Symposium on Open Source and Open Course for e-Learning (keynote talk), Hanoi 4-6

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Temporal Abstraction Methods in Mining Hepatitis Data (invited talk)2006

    • Author(s)
      Ho, T.B.
    • Journal Title

      Kansai Society of Chemistry, Osaka, Japan 24

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Privacy-Preserving Data Mining and E-Commerce & E-Government (invited talk)2006

    • Author(s)
      Ho, T.B.
    • Journal Title

      APEC symposium on Privacy Protection in E-Commerce & E-Government, Hanoi 20-22

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Theories and Applications of Computer Science Advances in Knowledge Discovery and Data Mining (Eds.)2006

    • Author(s)
      Ho, T.B., Dong, T.B.T., Duong, A.D., Nguyen, D.T.
    • Journal Title

      World Scientific

      Pages: (260)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Computational Discovery of Transcriptional Regulatory Rules2005

    • Author(s)
      Pham, T.H., Clemente, J., Satou, K., Ho, T.B.
    • Journal Title

      Bioinformatics 21-2

      Pages: 101-107

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Combining the Global and Partial Information for Distance-Based Time Series Classification and Clustering2005

    • Author(s)
      Zhang, H., Ho, T.B., Lin, M.S., Huang, W.
    • Journal Title

      Journal of Advanced Computational Intelligence & Intelligent Informatics 10-1

      Pages: 69-76

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Meetings Scheduling Solver Enhancement with Local Consistency Reinforcement2005

    • Author(s)
      Ben Hassine, Ho, T.B., A., Ito, T.
    • Journal Title

      Applied Intelligence (Springer) 24-2

      Pages: 143-154

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] An Association-based Dissimilarity Measure for Categorical Data2005

    • Author(s)
      Le, S.Q., Ho, T.B.
    • Journal Title

      Pattern Recognition Letters 26-16

      Pages: 2549-2557

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Conditional Models for Automatic Data Integration from the Web2005

    • Author(s)
      Phan, X.H., Horiguchi, S., Ho, T.B.
    • Journal Title

      International Journal on Business Intelligence and Data Mining 1-2

      Pages: 194-209

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Detecting Emerging Trends from Scientific Corpora2005

    • Author(s)
      Le, M.H., Ho, T.B., Nakamori, Y.
    • Journal Title

      International Journal of Knowledge and Systems Science 2-2

      Pages: 53-59

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] 構造データからのアクティブマイニング2005

    • Author(s)
      元田浩, ホーツーバオ, 鷲尾隆, 矢田勝俊, 吉田哲也, 大原剛三
    • Journal Title

      人工知能学会誌 20-2

      Pages: 172-179

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Support vector machines for prediction and analysis of beta and gamma turns in proteins2005

    • Author(s)
      Pham, T.H., Satou, K., Ho, T.B.
    • Journal Title

      Journal of Bioinformatics and Computational Biology (JBCB) 3-2

      Pages: 343-358

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Qualitatively Predicting Acetylation and Methylation Areas in DNA Sequences2005

    • Author(s)
      Pham, T.H., Tran, D.H., Ho, T.B., Satou, K., Valiente, G.
    • Journal Title

      The Proceedings of Genome Informatics 2005, Yokohama, Universal Academic Press 16-2

      Pages: 3-11

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Extracting background knowledge from medical literature2005

    • Author(s)
      Kawasaki, S., Ho, T. B.
    • Journal Title

      The Proceedings of First World Congress of the International Federation for Systems Research (IFSR'05), Symposium on Data/Text Mining from Large Databases, Kobe, 15-17 November

      Pages: S5-4-3

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Co-Training of Conditional Random Fields for Segmenting Sequence Data2005

    • Author(s)
      Phan, X.H., Nguyen, L.M., Ho, T.B., Inoguchi, Y., Horiguchi, S.
    • Journal Title

      The Proceedings of First World Congress of the International Federation for Systems Research (IFSR'05), Symposium on Data/Text Mining from Large Databases, Kobe, 15-17 November

      Pages: S5-2-4

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Sentence extraction with support vector machine ensemble2005

    • Author(s)
      Nguyen, L.M., Shimazu, A., Ho, T.B., Phan, X.H., Horiguchi, S.
    • Journal Title

      The Proceedings of First World Congress of the International Federation for Systems Research (IFSR'05), Symposium on Data/Text Mining from Large Databases, Kobe, 15-17 November

      Pages: S5-2-4

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Wrapper feature extraction for time series classification using singular value decomposition2005

    • Author(s)
      Zhang, H., Ho, T.B., Kawasaki, S.
    • Journal Title

      The Proceedings of First World Congress of the International Federation for Systems Research (IFSR'05), Symposium on Data/Text Mining from Large Databases, Kobe, 15-17 November

      Pages: S5-4-4

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Improving Discriminative Sequential Learning with Rare-but-Important Associations2005

    • Author(s)
      Phan, X.H., Nguyen, L.M., Ho, T.B., Horiguchi, S.
    • Journal Title

      The Proceedings of ACM International Conference on Knowledge Discovery and Data Mining, ACM SIGKDD-05, Chicago, August 21-24, 2005

      Pages: 304-313

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Passage Associations Extraction from Document Collections2005

    • Author(s)
      Nagai, K., Ho, T.B.
    • Journal Title

      The Proceedings of Conference of Pacific Association for Computational Linguistics PACLING'05, Tokyo 24-27, August,2005

      Pages: 258-263

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] An Imbalanced Data Rule Learner2005

    • Author(s)
      Nguyen, C.H., Ho, T.B.
    • Journal Title

      The Proceedings of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2005), Porto, 3-7 October, 2005(Springer) LNAI 3721

      Pages: 617-624

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Using Inductive Logic Programming for Predicting Protein-Protein Interactions from Multiple Genomic Data2005

    • Author(s)
      Tran, T.N., Satou, K., Ho, T.B.
    • Journal Title

      The Proceedings of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2005), Porto, 3-7 October, 2005(Springer) LNAI 3721

      Pages: 321-330

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Classification with Maximum Entropy Modeling of Predictive Association Rules2005

    • Author(s)
      Phan, X.H., Nguyen, L.M., Horiguchi, S., Ho, T.B., Inoguchi, Y.
    • Journal Title

      The Proceedings of 16th European Conference on Machine Learning (ECML), Porto, 3-7 October, 2005(Springer) LNAI 3720

      Pages: 682-689

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Performing more than AC for Hard Distributed Constraint Satisfaction Problems2005

    • Author(s)
      Ben Hassine, A., Ho, T. B.
    • Journal Title

      The Proceedings of the Workshop Rational, Robust, and Secure Negotiations in Multi-Agent Systems, The Fourth International Joint Conference on Autonomous Agents and Multi Agent Systems AAMAS'06, Utrecht, 25-29 July, 2005

      Pages: 83-94

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Blind Feature Extraction for Time-Series Classification Using Haar Wavelet Transform2005

    • Author(s)
      Zhang, H., Ho, T.B., Huang, W.
    • Journal Title

      The Proceedings of the Second International Symposium on Neural Networks, Chongqing, May 30 - June 1, 2005 LNCS 3497, Springer Verlag

      Pages: 605-610

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] An Efficient Method for Simplifying Support Vector Machines2005

    • Author(s)
      Nguyen, D.D., Ho, T.B.
    • Journal Title

      The Proceedings of the 22th International Conference on Machine Learning (ICML 2005), Bonn, 7-11 August, 2005

      Pages: 617-624

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Speeding-up Model Selection for Support Vector Machines2005

    • Author(s)
      Nguyen, D.D., Ho, T.B.
    • Journal Title

      The Proceedings of the 18th International Conference of Florida Artificial Intelligence Research Society FLAIRS, Florida, 16-18 May, 2005

      Pages: 406-411

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Computational Discovery of Transcriptional Regulatory Rules2005

    • Author(s)
      Pham, T.H., Clemente, J., Satou, K., Ho, T.B.
    • Journal Title

      Bioinformatics, Oxford University Press Vol. 21, Supp. 2

      Pages: 101-107

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Combining the Global and Partial Information for Distance-Based Time Series Classification and Clustering2005

    • Author(s)
      Zhang, H., Ho, T.B., Lin, M.S., Huang, W.
    • Journal Title

      Journal of Advanced Computational Intelligence & Intelligent Informatics, Fuji Technology Press Ltd. Vol. 10, No. 1

      Pages: 69-76

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Meetings Scheduling Solver Enhancement with Local Consistency Reinforcement2005

    • Author(s)
      Ben Hassine, Ho, T.B., A., Ito, T.
    • Journal Title

      Applied Intelligence, Springer Vol. 24, No. 2

      Pages: 143-154

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] An Association-based Dissimilarity Measure for Categorical Data2005

    • Author(s)
      Le, S.Q., Ho, T.B.
    • Journal Title

      Pattern Recognition Letters Vol. 26, No. 16

      Pages: 2549-2557

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Conditional Models for Automatic Data Integration from the Web2005

    • Author(s)
      Phan, X.H., Horiguchi, S., Ho, T.B.
    • Journal Title

      International Journal on Business Intelligence and Data Mining Vol. 1, No. 2

      Pages: 194-209

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Detecting Emerging Trends from Scientific Corpora2005

    • Author(s)
      Le, M.H., Ho, T.B., Nakamori, Y.
    • Journal Title

      International Journal of Knowledge and Systems Science Vol. 2, No. 2

      Pages: 53-59

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Active Mining for Structured Data2005

    • Author(s)
      Motoda, H., Ho, T.B., Washio, T., Yada, K., Yoshida, T., Ohara, K.
    • Journal Title

      Journal of Japanese Society for Artificial Intelligence Vol. 20, No. 2

      Pages: 172-179

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Support vector machines for prediction and analysis of beta and gamma turns in proteins2005

    • Author(s)
      Pham, T.H., Satou, K., Ho, T.B.
    • Journal Title

      Journal of Bioinformatics and Computational Biology (JBCB) Vol. 3, No. 2

      Pages: 343-358

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Qualitatively Predicting Acetylation and Methylation Areas in DNA Sequences2005

    • Author(s)
      Pham, T.H., Tran, D.H., Ho, T.B., Satou, K., Valiente, G.
    • Journal Title

      Genome Informatics 2005, Yokohama, Universal Academic Press Vol. 16, No. 2

      Pages: 3-11

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Extracting background knowledge from medical literature2005

    • Author(s)
      Kawasaki, S., Ho, T.B.
    • Journal Title

      First World Congress of the International Federation for Systems Research (IFSR'05), Symposium on Data/Text Mining from Large Databases, Kobe 15-17

      Pages: S5-4-3

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Co-Training of Conditional Random Fields for Segmenting Sequence Data2005

    • Author(s)
      Phan, X.H., Nguyen, L.M., Ho, T.B., Inoguchi, Y., Horiguchi, S.
    • Journal Title

      First World Congress of the International Federation for Systems Research (IFSR'05), Symposium on Data/Text Mining from Large Databases, Kobe 15-17(Best student paper award)

      Pages: S5-2-4

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Sentence extraction with support vector machine ensemble2005

    • Author(s)
      Nguyen, L.M., Shimazu, A., Ho, T.B., Phan, X.H., Horiguchi, S.
    • Journal Title

      First World Congress of the International Federation for Systems Research (IFSR'05), Symposium on Data/Text Mining from Large Databases, Kobe 15-17

      Pages: S5-2-4

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Wrapper feature extraction for time series classification using singular value decomposition2005

    • Author(s)
      Zhang, H., Ho, T.B., Kawasaki, S.
    • Journal Title

      First World Congress of the International Federation for Systems Research (IFSR'05), Symposium on Data/Text Mining from Large Databases, Kobe 15-17

      Pages: S5-4-4

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Improving Discriminative Sequential Learning with Rare-but-Important Associations2005

    • Author(s)
      Phan, X.H., Nguyen, L.M., Ho, T.B., Horiguchi, S.
    • Journal Title

      ACM International Conference on Knowledge Discovery and Data Mining, ACM SIGKDD-05, Chicago, August 21-24

      Pages: 304-313

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Passage Associations Extraction from Document Collections2005

    • Author(s)
      Nagai, K., Ho, T.B.
    • Journal Title

      Conference of Pacific Association for Computational Linguistics PACLING'05, Tokyo 24-27

      Pages: 258-263

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] An Imbalanced Data Rule Learner2005

    • Author(s)
      Nguyen, C.H., Ho, T.B.
    • Journal Title

      9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Porto 3-7, 3721

      Pages: 617-624

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Using Inductive Logic Programming for Predicting Protein-Protein Interactions from Multiple Genomic Data2005

    • Author(s)
      Tran, T.N., Satou, K., Ho, T.B.
    • Journal Title

      9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), Porto 3-7, 3721

      Pages: 321-330

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Classification with Maximum Entropy Modeling of Predictive Association Rules2005

    • Author(s)
      Phan, X.H., Nguyen, L.M., Horiguchi, S., Ho, T.B., Inoguchi, Y.
    • Journal Title

      16th European Conference on Machine Learning, Porto 3-7, 3720

      Pages: 682-689

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Performing more than AC for Hard Distributed Constraint Satisfaction Problems2005

    • Author(s)
      Ben Hassine, A., Ho, T.B.
    • Journal Title

      Workshop Rational, Robust, and Secure Negotiations in Multi-Agent Systems, The Fourth International Joint Conference on Autonomous Agents and Multi Agent Systems AAMAS'06, Utrecht 25-29

      Pages: 83-94

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Blind Feature Extraction for Time-Series Classification Using Haar Wavelet Transform2005

    • Author(s)
      Zhang, H., Ho, T.B., Huang, W
    • Journal Title

      Second International Symposium on Neural Networks, Chongqing, May 30-June 1, Lecture Notes in Computer Science LNCS 3497

      Pages: 605-610

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] An Efficient Method for Simplifying Support Vector Machines2005

    • Author(s)
      Nguyen, D.D., Ho, T.B.
    • Journal Title

      The 22th International Conference on Machine Learning, ICML 2005, Bonn 7-11

      Pages: 617-624

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Speeding-up Model Selection for Support Vector Machines2005

    • Author(s)
      Nguyen, D.D., Ho, T.B.
    • Journal Title

      18th International Conference of Florida Artificial Intelligence Research Society FLAIRS, Florida 16-18

      Pages: 406-411

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Advances in Knowledge Discovery and Data Mining (Eds.), Proceedings of the 9th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Lecture Notes in Artificial Intelligence LNAI 35182005

    • Author(s)
      Ho, T.B., Cheung, D.Liu, H.
    • Journal Title

      Springer

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Formal Concept Analysis and Rough Set Theory in Clustering, The Mathematical Foundation of Informatics. Do L.V. & Ito M. (Eds.)2005

    • Author(s)
      Ho, T.B.
    • Journal Title

      World Scientific 43-53

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Example-Based Reduction Using Hidden Markov Model2004

    • Author(s)
      Nguyen, L.M., Shimazu, A., Horiguchi, S., Ho, T.B.
    • Journal Title

      ACM Transactions on Asian Language Information Processing 3-3

      Pages: 146-158

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] A Context Model for Constructing Membership Functions of Fuzzy Concepts Based on Modal Logic2004

    • Author(s)
      Huynh, V.N, Nakamori, Y., Ho, T.B., Resconi, G.
    • Journal Title

      Journal of Information Sciences 160-1-4

      Pages: 111-129

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Temporal Logic in Mining Hepatitis Data2004

    • Author(s)
      Ho, T.B., Le, S.Q., Nguyen, C.H., Kawasaki, S., Yokoi, H., Takabayashi, K.
    • Journal Title

      The Proceedings of Japan-Vietnam Joint Workshop on Active Mining, Hanoi, 4-7 December, 2004

      Pages: 55-60

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Mining yeast transcriptional regulatory modules from factor DNA-binding sites and gene expression data2004

    • Author(s)
      Pham, T.H., Satou, K., Ho, T.B.
    • Journal Title

      The Proceedings of Genome Informatics 2004, Yokohama 15-2

      Pages: 287-295

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] A novel graph-based similarity measure for 2D chemical structures2004

    • Author(s)
      Le, S.Q., Ho, T.B., Phan, T.T.H.
    • Journal Title

      The Proceedings of Genome Informatics 2004, Yokohama 15-2

      Pages: 82-91

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Scientific Data Mining2004

    • Author(s)
      Ho, T. B.
    • Journal Title

      The Proceedings of the 5th International Symposium on Knowledge and Systems Sciences, Ishikawa, 10-12 November, 2004

      Pages: 346-352

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Data Mining of Viral Hepatitis with Temporal Abstraction2004

    • Author(s)
      Takabayashi, K., Yokoi, H., Ho, T.B., Nguyen, T.D., Kawasaki, S., Le, S.Q., Yokosuka, O., Imazeki, O., Satomura, Y.
    • Journal Title

      The Proceedings of Medlnfo 2004, 7-11 September, San Fransisco

      Pages: 1877

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Measuring the Similarity for Heterogenous Data : An ordered Probability-Based Approach2004

    • Author(s)
      Le, S.Q., Ho, T.B.
    • Journal Title

      The Proceedings of Discovery Science (DS' 04), Padova, 2-8 October, 2004(Springer) LNAI 3245

      Pages: 129-141

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] PEWeb : Product Extraction from Web Based on Entropy Estimation2004

    • Author(s)
      Phan, X.H., Horiguchi, S., Ho, T.B.
    • Journal Title

      The Proceedings of Web Intelligence (WI 2004), Beijing, 20-24 September, 2004

      Pages: 590-593

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Automatic Integrating Commercial Data on the Web Using Conditional Models2004

    • Author(s)
      Phan, X.H., Horiguchi, S., Ho, T.B., Nguyen, L.M.
    • Journal Title

      The Proceedings of ECML/PKDD 2004 Workshop on Statistical Approaches to Web Mining, Pisa 20-24 September, 2004

      Pages: 14-25

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Combining Temporal Abstraction and Data Mining to Study Hepatitis2004

    • Author(s)
      Ho, T.B., Kawasaki, S., Le, S.Q., Tran, T.N., Takabayashi, K., Yokoi, H.
    • Journal Title

      The Proceedings of ECML/PKDD 2004 Workshop on Statistical Approaches to Web Mining, Pisa 20-24 September, 2004

      Pages: 155-167

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] An Evolutionary K-means Algorithms for Clustering Time Series Data2004

    • Author(s)
      Zhang, H., Ho, T.B., Lin, M.S.
    • Journal Title

      The Proceedings of International Conference on Machine Learning and Cybernetics (ICMLC 2004), 26-29 August, Shanghai

      Pages: 1282-1287

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Probabilistic Sentence Reduction Using Support Vector Machines2004

    • Author(s)
      Nguyen, L.M., Shimazu, A., Horiguchi, S., Ho, T.B., Fukushi, M.
    • Journal Title

      The Proceedings of The 20th International Conference on Computational Linguistics (COLING 2004), 23-27 August, Geneva

      Pages: 743-749

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Conditional Probability Distribution-based Dissimilarity Measure for Categorical Data.2004

    • Author(s)
      Le, S.Q., Ho, T.B.
    • Journal Title

      The Proceedings of 8th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD' 04), 26-28 May, Sydney(Springer) LNAI 3056

      Pages: 580-589

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] A Non-Parametric Wavelet Feature Extractor for Time-Series Classification2004

    • Author(s)
      Zhang, H., Ho, T.B., Lin, M.S.
    • Journal Title

      The Proceedings of 8th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'04), Sydney, 26-28 May(Springer) LNAI 3056

      Pages: 595-603

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] A New Approach to Belief Modeling2004

    • Author(s)
      Huynh, V.N., Murai, T., Nakamor Y., Ho, T.B.
    • Journal Title

      The Proceedings of the Third International Symposium on Foundations of Information and Knowledge Systems (FoIKS), Vienna, 17-20 February, 2004(Springer) LNCS 2942

      Pages: 196-212

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Scheduling Meetings with Distributed Local Consistency Reinforcement2004

    • Author(s)
      Ben Hassine, A., Ito, T., Ho, T.B.
    • Journal Title

      The Proceedings of the 16th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE-2004), Ottawa, 17-20 May 2004(Springer) LNAI 3029

      Pages: 679-688

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] New Distributed Filtering-Consistency Approach to General Networks2004

    • Author(s)
      Ben Hassine, A., Ghedira, K., Ho, T.B.
    • Journal Title

      The Proceedings of the 16th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE-2004), Ottawa, 17-20 May 2004(Springer) LNAI 3029

      Pages: 708-717

    • Description
      「研究成果報告書概要(和文)」より
  • [Journal Article] Example-Based Reduction Using Hidden Markov Model2004

    • Author(s)
      Nguyen, L.M., Shimazu, A., Horiguchi, S., Ho, T.B.
    • Journal Title

      ACM Transactions on Asian Language Information Processing Vol. 3, Issue 3

      Pages: 146-158

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] A Context Model for Constructing Membership Functions of Fuzzy Concepts Based on Modal Logic2004

    • Author(s)
      Huynh, V.N, Nakamori, Y., Ho, T.B., Resconi, G.
    • Journal Title

      Journal of Information Sciences, Elsevier Vol. 160, 1-4

      Pages: 111-129

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Temporal Logic in Mining Hepatitis Data2004

    • Author(s)
      Ho, T.B., Le, S.Q., Nguyen, C.H., Kawasaki, S., Yokoi, H., Takabayashi, K.
    • Journal Title

      Japan-Vietnam Joint Workshop on Active Mining, Hanoi 4-7

      Pages: 55-60

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Mining yeast transcriptional regulatory modules from factor DNA-binding sites and gene expression data2004

    • Author(s)
      Pham, T.H., Satou, K., Ho, T.B.
    • Journal Title

      Genome Informatics, Yokohama, Universal Academic Press Vol. 15, No. 2

      Pages: 287-295 (http, //www.jsbi.org/journal.html)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] A novel graph-based similarity measure for 2D chemical structures2004

    • Author(s)
      Le, S.Q., Ho, T.B., Phan, T.T.H.
    • Journal Title

      Genome Informatics, Yokohama, Universal Academic Press Vol. 15, No. 2

      Pages: 82-91 (http, //www.jsbi.org/journal.html)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Scientific Data Mining2004

    • Author(s)
      Ho, T.B.
    • Journal Title

      5th International Symposium on Knowledge and Systems Sciences, Ishikawa 10-12

      Pages: 346-352

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Data Mining of Viral Hepatitis with Temporal Abstraction2004

    • Author(s)
      Takabayashi, K., Yokoi, H., Ho, T.B., Nguyen, T.D., Kawasaki, S., Le, S.Q., Yokosuka, O., Imazeki, 0., Satomura, Y.
    • Journal Title

      MedInfo 2004, San Fransisco 7-11

      Pages: 1877

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Measuring the Similarity for Heterogenous Data, An ordered Probability-Based Approach2004

    • Author(s)
      Le, S.Q., Ho, T.B.
    • Journal Title

      Discovery Science DS'0428 Pavoda, Springer LNA3245

      Pages: 129-141

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] PEWeb : Product Extraction from Web Based on Entropy Estimation2004

    • Author(s)
      Phan, X.H., Horiguchi, S., Ho, T.B.
    • Journal Title

      Web Intelligence (WI 2004), Beijing 20-24

      Pages: 590-593

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Automatic Integrating Commercial Data on the Web Using Conditional Models2004

    • Author(s)
      Phan, X.H., Horiguchi, S., Ho, T.B., Nguyen, L.M.
    • Journal Title

      ECML/PKDD 2004 Workshop on Statistical Approaches to Web Mining, Pisa 20-24

      Pages: 14-25

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Combining Temporal Abstraction and Data Mining to Study Hepatitis2004

    • Author(s)
      Ho, T.B., Kawasaki, S., Le, S.Q., Tran, T.N., Takabayashi, K., Yokoi, H.
    • Journal Title

      ECML/PKDD 2004 Workshop on Discovery ChallengePisa 20-24

      Pages: 155-167

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] An Evolutionary K-means Algorithms for Clustering Time Series Data2004

    • Author(s)
      Zhang, H., Ho, T.B., Lin, M.S.
    • Journal Title

      International Conference on Machine Learning and Cybernetics ICMLC 26-29

      Pages: 1282-1287

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Probabilistic Sentence Reduction Using Support Vector Machines2004

    • Author(s)
      Nguyen, L.M., Shimazu, A., Horiguchi, S., Ho, T.B., Fukushi, M.
    • Journal Title

      The 20th International Conference on Computational Linguistics COLING 2004 23-27

      Pages: 743-749

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Conditional Probability Distribution-based Dissimilarity Measure for Categorical Data2004

    • Author(s)
      Le, S.Q., Ho, T.B.
    • Journal Title

      8th Pacific-Asia Conference on Knowledge Discovery and Data Mining PAKDD'04, 26-28 May, Sydney. Lecture Notes in Artificial Intelligence, Lecture Notes in Artificial Intelligence LNAI 3056, Springer

      Pages: 580-589

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] A Non-Parametric Wavelet Feature Extractor for Time-Series Classification2004

    • Author(s)
      Zhang, H., Ho, T.B., Lin, M.S.
    • Journal Title

      8th Pacific-Asia Conference on Knowledge Discovery and Data Mining PAKDD'04, 26-28 May, Sydney. Lecture Notes in Artificial Intelligence, Lecture Notes in Artificial Intelligence LNAI 3056

      Pages: 595-603

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] A New Approach to Belief Modeling2004

    • Author(s)
      Huynh, V.N., Murai, T., Nakamori, Y., Ho, T.B.
    • Journal Title

      Third International Symposium on Foundations of Information and Knowledge Systems (FoIKS), Wienna, 17-20 February 2004, Lecture Notes in Computer Science 2942, Springer

      Pages: 196-212

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Scheduling Meetings with Distributed Local Consistency Reinforcement2004

    • Author(s)
      Ben Hassine, A., Ito, T., Ho, T.B.
    • Journal Title

      16th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE-2004), (Best Paper Nominated), Ottawa 17-20

      Pages: 679-688

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] New Distributed Filtering-Consistency Approach to General Networks2004

    • Author(s)
      Ben Hassine, A., Ghedira, K., Ho, T.B.
    • Journal Title

      16th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE-2004), Ottawa, 17-20(Lecture Notes in Artificial Intelligence LNAI 3029, Springer)

      Pages: 708-717

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Combining Temporal Abstraction and Data Mining Methods in Medical Data Mining. Chapter 7, Intelligent Knowledge-Based Systems2004

    • Author(s)
      Ho, T.B., Nguyen, T.D., Kawasaki, S., Le, S.Q.
    • Journal Title

      T. Leondes (Ed.),Kluwer Academic Press Vol. 3

      Pages: 198-222

    • Description
      「研究成果報告書概要(欧文)」より
  • [Journal Article] Failures and Successes in Medical Data Mining. Chapter 6, Knowledge-Based Intelligent Systems for Health Care, T. Ichimura and Yoshida, K. (Eds.)2004

    • Author(s)
      Ho, T.B., Nguyen, T.D., Kawasaki, S.
    • Journal Title

      Advanced Knowledge International Publishers

      Pages: 167-212

    • Description
      「研究成果報告書概要(欧文)」より
  • [Book] Advances in Data Warehousing and Mining (のうち Study of protein-protein interactions from multiple data sources)(を執筆)(David Taniar編集)2007

    • Author(s)
      Ho, T.B., Nguyen, T.P., Tran, T.N.
    • Publisher
      IGC Publishers(In press)
    • Description
      「研究成果報告書概要(和文)」より
  • [Book] Handbook of Granular Computing (Rough Document Clustering and the Internet(を執筆))(Pedrycz, Skowron, Kreinovich 編集)2007

    • Author(s)
      Nguyen, H.S., Ho, T.B.
    • Publisher
      Springer(In press)
    • Description
      「研究成果報告書概要(和文)」より
  • [Book] Creative Environments うち Chapter 4"Knowledge Acquisition by Machine Learning and Data Mining"を執筆2007

    • Author(s)
      Ho, T.B., Kawasaki, S., Granat, J.
    • Publisher
      Springer-Verlag(In press)
    • Description
      「研究成果報告書概要(和文)」より
  • [Book] Theories and Applications of Computer Science Advances in Knowledge Discovery and Data Mining2006

    • Author(s)
      Ho, T.B., Dong, T.B.T., Duong, A.D., Nguyen, D.T.
    • Total Pages
      260
    • Publisher
      World Scientific
    • Description
      「研究成果報告書概要(和文)」より
  • [Book] Proceedings of the 9th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Lecture Notes in Artificial Intelligence LNAI 35182005

    • Author(s)
      Ho, T.B., Cheung, D., Liu, H.
    • Total Pages
      864
    • Publisher
      Springer
    • Description
      「研究成果報告書概要(和文)」より
  • [Book] The Mathematical Foundation of Informatics (うちFormal Concept Analysis and Rough Set Theory in Clustering)((pp. 43-53) を執筆)(Do L.V. & Ito M. 編集)2005

    • Author(s)
      Ho, T. B.
    • Total Pages
      212
    • Publisher
      World Scientific
    • Description
      「研究成果報告書概要(和文)」より
  • [Book] Intelligent Knowledge-Based Systems, Vol. 3(Combining Temporal Abstraction and Data Mining Methods in Medical Data Mining) (うち Chapter 7)((pp. 198-222)を執筆)(T. Leondes (Ed.))2004

    • Author(s)
      Ho, T.B., Nguyen, T.D., Kawasaki, S., Le, S.Q.
    • Total Pages
      320
    • Publisher
      Kluwer Academic Press
    • Description
      「研究成果報告書概要(和文)」より
  • [Book] Knowledge-Based Intelligent Systems for Healthcare (Failures and Successes in Medical Data Mining)(うち Chapter 6)((pp. 167-212)を執筆)(T. Ichimura and Yoshida, K. (Eds.))2004

    • Author(s)
      Ho, T.B., Nguyen, T.D., Kawasaki, S.
    • Total Pages
      387
    • Publisher
      Advanced Knowledge International Publishers
    • Description
      「研究成果報告書概要(和文)」より

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Published: 2008-05-27  

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