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  • 2004

    IncSpan: Incremental mining of sequential patterns in large database

    Cheng, H., Yan, X. & Han, J., 2004, KDD-2004 - Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Kohavi, R., Gehrke, J., DuMouchel, W. & Ghosh, J. (eds.). p. 527-532 6 p. (KDD-2004 - Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Mining complex matchings across web query interfaces

    He, B., Chang, K. C-C. & Han, J., 2004, Workshop Proceedings - The 9th Workshop on Research Issues in Data Mining and Knowledge Discovery, DMKD 2004, In Conjunction with ACM SIGMOD International Conference on Management of Data, SIGMOD-04. p. 3-10 8 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Mining scale-free networks using geodesic clustering

    Wu, A. Y., Garland, M. & Han, J., 2004, KDD-2004 - Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 719-724 6 p. (KDD-2004 - Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • On demand classification of data streams

    Aggarwal, C. C., Han, J., Wang, J. & Yu, P. S., 2004, KDD-2004 - Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 503-508 6 p. (KDD-2004 - Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Scalable construction of topic directory with nonparametric closed termset mining

    Yu, H., Searsmith, D., Li, X. & Han, J., 2004, Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004. Rastogi, R., Morik, K., Bramer, M. & Wu, X. (eds.). p. 563-566 4 p. (Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2003

    A framework for clustering evolving data streams

    Aggarwal, C. C., Han, J., Wang, J. & Yu, P. S., 2003, Proceedings - 29th International Conference on Very Large Data Bases, VLDB 2003. Selinger, P. G., Carey, M. J., Freytag, J. C., Abiteboul, S., Lockemann, P. C. & Heuer, A. (eds.). Morgan Kaufmann, p. 81-92 12 p. (Proceedings - 29th International Conference on Very Large Data Bases, VLDB 2003).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • CoMine: Efficient mining of correlated patterns

    Lee, Y. K., Kim, W. Y., Cai, Y. D. & Han, J., 2003, Proceedings - 3rd IEEE International Conference on Data Mining, ICDM 2003. p. 581-584 4 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Discovering compact and highly discriminative features or combinations of drug activities using support vector machines

    Yu, H., Yang, J., Wang, W. & Han, J., 2003, Proceedings of the 2003 IEEE Bioinformatics Conference, CSB 2003. Institute of Electrical and Electronics Engineers Inc., p. 220-228 9 p. 1227321. (Proceedings of the 2003 IEEE Bioinformatics Conference, CSB 2003).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Star-cubing: Computing iceberg cubes by top-down and bottom-up integration

    Xin, D., Han, J., Li, X. & Wah, B. W., 2003, Proceedings - 29th International Conference on Very Large Data Bases, VLDB 2003. Selinger, P. G., Carey, M. J., Freytag, J. C., Abiteboul, S., Lockemann, P. C. & Heuer, A. (eds.). Morgan Kaufmann, p. 476-487 12 p. (Proceedings - 29th International Conference on Very Large Data Bases, VLDB 2003).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • TSP: Mining top-K closed sequential patterns

    Tzvetkov, P., Yan, X. & Han, J., 2003, Proceedings - 3rd IEEE International Conference on Data Mining, ICDM 2003. p. 347-354 8 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2002

    CubeExplorer: Online Exploration of Data Cubes

    Han, J., Wang, J., Dong, G., Pei, J. & Wang, K., Jun 3 2002, Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, SIGMOD 2002. Association for Computing Machinery, p. 626 1 p. (Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, SIGMOD 2002).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • gSpan: Graph-based substructure pattern mining

    Yan, X. & Han, J., 2002, Proceedings - 2002 IEEE International Conference on Data Mining, ICDM 2002. p. 721-724 4 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Heterogeneous learner for web page classification

    Yu, H., Chang, K. C. C. & Han, J., 2002, Proceedings - 2002 IEEE International Conference on Data Mining, ICDM 2002. p. 538-545 8 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Mining long sequential patterns in a noisy environment

    Yang, J., Wang, W., Yu, P. S. & Han, J., Jun 3 2002, Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, SIGMOD 2002. Association for Computing Machinery, p. 406-417 12 p. (Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, SIGMOD 2002).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Mining top-K frequent closed patterns without minimum support

    Han, J., Wang, J., Lu, Y. & Tzvetkov, P., 2002, Proceedings - 2002 IEEE International Conference on Data Mining, ICDM 2002. p. 211-218 8 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • On computing condensed frequent pattern bases

    Pei, J., Dong, G., Zou, W. & Han, J., 2002, Proceedings - 2002 IEEE International Conference on Data Mining, ICDM 2002. p. 378-385 8 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Profit mining: From patterns to actions

    Wang, K., Zhou, S. & Han, J., 2002, Advances in Database Technology, EDBT 2002 - 8th International Conference on Extending Database Technology, Proceedings. Bohm, K., Jensen, C. S., Saltenis, S., Bertino, E., Jarke, M., Jeffery, K. G. & Pokorny, J. (eds.). Springer, p. 70-87 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2287).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Top down FP-growth for association rule mining

    Wang, K., Tang, L., Han, J. & Liu, J., 2002, Advances in Knowledge Discovery and Data Mining - 6th Pacific-Asia Conference, PAKDD 2002, Proceedings. Chen, M-S., Yu, P. S. & Liu, B. (eds.). Springer, p. 334-340 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2336).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2001

    CMAR: Accurate and efficient classification based on multiple class-association rules

    Li, W., Han, J. & Pei, J., 2001, Proceedings - 2001 IEEE International Conference on Data Mining, ICDM'01. p. 369-376 8 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Constraint-based clustering in large databases

    Tung, A. K. H., Han, J., Lakshmanan, L. V. S. & Ng, R. T., 2001, Database Theory - ICDT 2001 - 8th International Conference, Proceedings. Van den Bussche, J. & Vianu, V. (eds.). Springer, p. 405-419 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1973).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • H-mine: Hyper-structure mining of frequent patterns in large databases

    Pei, J., Han, J., Lu, H., Nishio, S., Tang, S. & Yang, D., 2001, Proceedings - 2001 IEEE International Conference on Data Mining, ICDM'01. p. 441-448 8 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Mining multi-dimensional constrained gradients in data cubes

    Dong, G., Han, J., Lam, J., Pei, J. & Wang, K., 2001, VLDB 2001 - Proceedings of 27th International Conference on Very Large Data Bases. Apers, P. M. G., Atzeni, P., Snodgrass, R. T., Ceri, S., Ramamohanarao, K. & Paraboschi, S. (eds.). Morgan Kaufmann, p. 321-330 10 p. (VLDB 2001 - Proceedings of 27th International Conference on Very Large Data Bases).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Mining top-n local outliers in large databases

    Jin, W., Tung, A. K. H. & Han, J., 2001, Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Provost, F., Srikant, R., Schkolnick, M. & Lee, D. (eds.). Association for Computing Machinery, p. 293-298 6 p. (Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • RecTree: An efficient collaborative filtering method

    Chee, S. H. S., Han, J. & Wang, K., 2001, Data Warehousing and Knowledge Discovery - 3rd International Conference, DaWaK 2001, Proceedings. Winiwarter, W., Kambayashi, Y. & Arikawa, M. (eds.). Springer, p. 141-151 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2114).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • 2000

    AIM: Approximate intelligent matching for time series data

    Kim, E. D., Lam, J. M. W. & Han, J., 2000, Data Warehousing and Knowledge Discovery - 2nd International Conference, DaWaK 2000, Proceedings. Kambayashi, Y., Mohania, M. & Tjoa, A. M. (eds.). Springer, p. 347-357 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1874).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Can we push more constraints into frequent pattern mining?

    Pei, J. & Han, J., 2000, Proceeding of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Ramakrishnan, R., Stolfo, S., Bayardo, R. & Parsa, I. (eds.). Association for Computing Machinery, p. 350-354 5 p. (Proceeding of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Coe: Clustering with obstacles entities a preliminary study

    Tung, A. K. H., Hon, J. & Han, J., 2000, Knowledge Discovery and Data Mining: Current Issues and New Applications - 4th Pacific-Asia Conference, PAKDD 2000, Proceedings. Terano, T., Liu, H. & Chen, A. L. P. (eds.). Springer, p. 165-168 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1805).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • FreeSpan: Frequent pattern-projected sequential pattern mining

    Han, J., Pei, J., Mortazavi-Asl, B., Chen, Q., Dayal, U. & Hsu, M. C., 2000, Proceeding of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Ramakrishnan, R., Stolfo, S., Bayardo, R., Parsa, I., Ramakrishnan, R., Stolfo, S., Bayardo, R. & Parsa, I. (eds.). p. 355-359 5 p. (Proceeding of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Mining access patterns efficiently from web logs

    Pei, J., Han, J., Mortazavi-Asl, B. & Zhu, H., 2000, Knowledge Discovery and Data Mining: Current Issues and New Applications - 4th Pacific-Asia Conference, PAKDD 2000, Proceedings. Terano, T., Liu, H. & Chen, A. L. P. (eds.). Springer, p. 396-407 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1805).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Mining frequent itemsets using support constraints

    Wang, K., He, Y. & Han, J., 2000, Proceedings of the 26th International Conference on Very Large Data Bases, VLDB'00. p. 43-52 10 p. (Proceedings of the 26th International Conference on Very Large Data Bases, VLDB'00).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Mining Frequent Patterns without Candidate Generation

    Han, J., Pei, J. & Yin, Y., 2000, SIGMOD 2000 - Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, p. 1-12 12 p. (SIGMOD 2000 - Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • 1999

    Efficient polygon amalgamation methods for spatial OLAP and spatial data mining

    Zhou, X., Truffet, D. & Han, J., 1999, Advances in Spatial Databases - 6th International Symposium, SSD 1999, Proceedings. Guting, R. H., Papadias, D. & Lochovsky, F. (eds.). Springer, p. 167-187 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1651).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Exploratory Mining via Constrained Frequent Set Queries

    Ng, R., Lakshmanan, L. V. S., Han, J. & Mah, T., Jun 1 1999, SIGMOD/PODS 1999 - Proceedings of the 1999 ACM SIGMOD International Conference on Management of Data and Symposium on Principles of Database Systems. Association for Computing Machinery, p. 556-558 3 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Optimization of Constrained Frequent Set Queries with 2-variable Constraints

    Lakshmanan, L. V. S., Ng, R., Han, J. & Pang, A., Jun 1 1999, SIGMOD/PODS 1999 - Proceedings of the 1999 ACM SIGMOD International Conference on Management of Data and Symposium on Principles of Database Systems. Association for Computing Machinery, p. 157-168 12 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • 1998

    Mining Segment-Wise Periodic Patterns in Time-Related Databases

    Han, J., Gong, W. & Yin, Y., 1998, Proceedings of the 4th International Conference on Knowledge Discovery and Data Mining, KDD 1998. American Association for Artificial Intelligence (AAAI) Press, p. 214-218 5 p. (Proceedings of the 4th International Conference on Knowledge Discovery and Data Mining, KDD 1998).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Selective materialization: An efficient method for spatial data cube construction

    Han, J., Stefanovic, N. & Koperski, K., 1998, Research and Development in Knowledge Discovery and Data Mining - 2nd Pacific-Asia Conference, PAKDD 1998, Proceedings. Wu, X., Kotagiri, R. & Korb, K. B. (eds.). Springer, p. 144-158 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1394).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 1997

    Metarule-Guided Mining of Multi-Dimensional Association Rules Using Data Cubes

    Kamber, M., Han, J. & Chiang, J. Y., 1997, Proceedings - 3rd International Conference on Knowledge Discovery and Data Mining, KDD 1997. Heckerman, D., Mannila, H., Pregibon, D. & Uthurusamy, R. (eds.). American Association for Artificial Intelligence (AAAI) Press, p. 207-210 4 p. (Proceedings - 3rd International Conference on Knowledge Discovery and Data Mining, KDD 1997).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 1996

    DBMiner: A System for Mining Knowledge in Large Relational Databases

    Han, J., Fu, Y., Wang, W., Chiang, J., Gong, W., Koperski, K., Li, D., Lu, Y., Rajan, A., Stefanovic, N., Xia, B. & Zaiane, O. R., 1996, Proceedings - 2nd International Conference on Knowledge Discovery and Data Mining, KDD 1996. Simoudis, E., Han, J. & Fayyad, U. M. (eds.). American Association for Artificial Intelligence (AAAI) Press, p. 250-255 6 p. (Proceedings - 2nd International Conference on Knowledge Discovery and Data Mining, KDD 1996).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 1995

    Discovery of spatial association rules in geographic information databases

    Koperski, K. & Han, J., 1995, Advances in Spatial Databases - 4th International Symposium, SSD 1995, Proceedings. Herring, J. R. & Egenhofer, M. J. (eds.). Springer, p. 47-66 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 951).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Normalization and compilation of deductive and object-oriented database programs for efficient query evaluation

    Xie, Z. & Han, J., 1995, Deductive and Object-Oriented Databases - 4th International Conference, DOOD 1995, Proceedings. Ling, T. W., Mendelzon, A. O. & Vieille, L. (eds.). Springer, p. 485-502 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1013).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Resource and Knowledge Discovery in Global Information Systems: A Preliminary Design and Experiment

    Zaïane, O. R. & Han, J., 1995, KDD 1995 - Proceedings of the 1st International Conference on Knowledge Discovery and Data Mining. Fayyad, U. M. & Uthurusamy, R. (eds.). American Association for Artificial Intelligence (AAAI) Press, p. 331-336 6 p. (KDD 1995 - Proceedings of the 1st International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 1994

    DBLearn: a system prototype for knowledge discovery in relational databases

    Han, J., Fu, Y., Huang, Y., Cai, Y. & Cercone, N., Jun 1994, Proceedings of the ACM SIGMOD International Conference on Management of Data. Snodgrass, R. T. & Winslett, M. (eds.). 2 ed. Publ by ACM, p. 516 1 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data; vol. 23, no. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • How does knowledge discovery cooperate with active database techniques controlling dynamic environment?

    Kawano, H., Nishio, S., Han, J. & Hasegawa, T., 1994, Database and Expert Systems Applications - 5th International Conference, DEXA 1994, Proceedings. Karagiannis, D. (ed.). Springer, p. 370-379 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 856 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Incremental processing of logic database relations

    Huang, Y. N., Dahl, V. & Han, J., 1994, Methodologies for Intelligent Systems - 8th International Symposium, ISMIS 1994, Proceedings. Ras, Z. W. & Zemankova, M. (eds.). Springer, p. 561-570 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 869 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Knowledge discovery in databases: A rule-based attribute-oriented approach

    Cheung, D. W. L., Fu, A. W. C. & Han, J., 1994, Methodologies for Intelligent Systems - 8th International Symposium, ISMIS 1994, Proceedings. Ras, Z. W. & Zemankova, M. (eds.). Springer, p. 165-173 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 869 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 1993

    Homomorphic tree embeddings and their applications to recursive program optimization

    Lakshmanan, L. V. S., Ashraf, K. & Han, J., 1993, Logic in Computer Science. Publ by IEEE, p. 344-352 9 p. (Proceedings - Symposium on Logic in Computer Science).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Knowledge discovery and constraint-based processing in automated manufacturing

    Han, J. & Fu, Y., 1993, Proceedings of the IEEE Conference on Control Applications. Publ by IEEE, p. 691-696 6 p. (Proceedings of the IEEE Conference on Control Applications; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Normalization of linear recursions in deductive databases

    Han, J., Zeng, K. & Lu, T., 1993, 1993 IEEE 9th International Conference on Data Engineering. Publ by IEEE, p. 559-567 9 p. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 1992

    Chain-based evaluation - a bridge linking recursive and nonrecursive query evaluation

    Han, J., 1992, 2nd International Workshop on Research Issues on Data Engineering: Transaction and Query Processing. Publ by IEEE, p. 132-139 8 p. (2nd International Workshop on Research Issues on Data Engineering: Transaction and Query Processing).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Chain-split evaluation in deductive databases

    Han, J., Jan 1992, Proceedings - International Conference on Data Engineering. Publ by IEEE, p. 376-384 9 p. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution