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  • 1985

    KNOWLEDGE DIRECTED RECURSIVE RULE COMPILATION IN EXPERT DATABASE SYSTEMS.

    Han, J. & Travis, L., Dec 1 1985, Unknown Host Publication Title. IEEE, p. 137-141 5 p.

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

  • 1988

    Classification of recursive formulas in deductive databases

    Youn, C., Henschen, L. J. & Han, J., Jun 1 1988, Proceedings of the 1988 ACM SIGMOD International Conference on Management of Data, SIGMOD 1988. Boral, H. & Larson, P-A. (eds.). Association for Computing Machinery, p. 320-328 9 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data; vol. 1988-June).

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

  • SEMANTIC QUERY OPTIMIZATION IN RECURSIVE DATABASES.

    Lee, S. & Han, J., Jan 1 1988, Unknown Host Publication Title. IEEE, p. 444-451 8 p.

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

  • The processing and evaluation of transitive closure queries

    Han, J., Qadah, G. & Chaou, C., 1988, Advances in Database Technology—EDBT 1988 - International Conference on Extending Database Technology, Proceedings. Ceri, S., Schmidt, J. W. & Missikoff, M. (eds.). Springer, p. 49-75 27 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 303 LNCS).

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

  • 1990

    Attribute-oriented approach for learning classification rules from relational databases

    Cai, Y., Cercone, N. & Han, J., 1990, Proceedings - Sixth International Conference on Data Engineering. Publ by IEEE, p. 281-288 8 p. (Proceedings - Sixth International Conference on Data Engineering).

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

  • 1991

    Constraint-based reasoning in deductive databases

    Han, J., Apr 1991, Proceedings - International Conference on Data Engineering. Publ by IEEE, p. 257-265 9 p. (Proceedings - International Conference on Data Engineering).

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

  • Efficient access methods in deductive and object-oriented databases

    Low, C. C., Lu, H., Ooi, B. C. & Han, J., Jan 1 1991, Deductive and Object-Oriented Databases - 2nd International Conference, DOOD 1991, Proceedings. Masunaga, Y., Kifer, M. & Delobel, C. (eds.). Springer, p. 68-84 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 566 LNCS).

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

  • Efficient evaluation of linear recursions with function symbols in deductive databases

    Han, J. & Wang, Q., 1991, Methodologies for Intelligent Systems - 6th International Symposium, ISMIS 1991, Proceedings. Ras, Z. W. & Zemankova, M. (eds.). Springer, p. 132-141 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 542 LNAI Part F2).

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

  • On the power of query-independent compilation

    Han, J., 1991, Advances in Computing and Information – ICCI 1991 - International Conference on Computing and Information, Proceedings. Koczkodaj, W. W., Dehne, F. & Fiala, F. (eds.). Springer, p. 185-196 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 497 LNCS).

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

  • 1992

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

    Han, J., Dec 1 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

  • Compilation-based list processing in deductive databases

    Han, J., Jan 1 1992, Advances in Database Technology — EDBT 1992 - 3rd International Conference on Extending Database Technology, Proceedings. Pirotte, A., Gottlob, G. & Delobel, C. (eds.). Springer, p. 104-119 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 580 LNCS).

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

  • Distance-associated join indices for spatial range search

    Lu, W. & Han, J., Jan 1 1992, Proceedings - International Conference on Data Engineering. Publ by IEEE, p. 284-292 9 p. (Proceedings - International Conference on Data Engineering).

    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., Jan 1 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., Dec 1 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., Jan 1 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

  • 1994

    DBLearn: a system prototype for knowledge discovery in relational databases

    Han, J., Fu, Y., Huang, Y., Cai, Y. & Cercone, N., Jun 1 1994, Proceedings of the ACM SIGMOD International Conference on Management of Data. Snodgrass, R. T. & Winslett, M. (eds.). 2 ed. Publ by ACM, 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., Jan 1 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

  • 1995

    Discovery of spatial association rules in geographic information databases

    Koperski, K. & Han, J., Jan 1 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

  • 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

  • 1997

    Generalization and decision tree induction: efficient classification in data mining

    Kamber, M., Winstone, L., Gong, W., Cheng, S. & Han, J., 1997, Proceedings of the IEEE International Workshop on Research Issues in Data Engineering. Scheuermann, P. (ed.). IEEE, p. 111-120 10 p.

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

  • 1998

    Selective materialization: An efficient method for spatial data cube construction

    Han, J., Stefanovic, N. & Koperski, K., Jan 1 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

  • 1999

    Efficient polygon amalgamation methods for spatial OLAP and spatial data mining

    Zhou, X., Truffet, D. & Han, J., Jan 1 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

  • 2000

    AIM: Approximate intelligent matching for time series data

    Kim, E. D., Lam, J. M. W. & Han, J., Jan 1 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., Jan 1 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 (ACM), 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., Jan 1 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., Dec 1 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., Dec 1 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

  • 2001

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

    Li, W., Han, J. & Pei, J., Dec 1 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., Jan 1 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 (ACM), 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., Jan 1 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

  • Spatial clustering in the presence of obstacles

    Tung, A. K. H., Hou, J. & Han, J., 2001, Proceedings - International Conference on Data Engineering. p. 359-367 9 p.

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

  • 2002

    gSpan: Graph-based substructure pattern mining

    Yan, X. & Han, J., Dec 1 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., Dec 1 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 top-K frequent closed patterns without minimum support

    Han, J., Wang, J., Lu, Y. & Tzvetkov, P., Dec 1 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., Dec 1 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., Jan 1 2002, Advances in Database Technology, EDBT 2002 - 8th International Conference on Extending Database Technology, Proceedings. Jensen, C. S., Saltenis, S., Jeffery, K. G., Pokorny, J., Bertino, E., Bohm, K. & Jarke, M. (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 LNCS).

    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

  • 2003

    A framework for clustering evolving data streams

    Aggarwal, C. C., Han, J., Wang, J. & Yu, P. S., Jan 1 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., Dec 1 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

  • 2004

    CCMine: Efficient mining of confidence-closed correlated patterns

    Kim, W. Y., Lee, Y. K. & Han, J., 2004, Advances in Knowledge Discovery and Data Mining - 8th Pacific-Asia Conference, PAKDD 2004, Proceedings. Dai, H., Srikant, R. & Zhang, C. (eds.). Springer, p. 569-579 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3056).

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