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  • 2004

    Clustering moving objects

    Li, Y., Han, J. & Yang, J., 2004, KDD-2004 - Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery (ACM), p. 617-622 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

  • Discovering complex matchings across Web query interfaces: A correlation mining approach

    He, B., Chang, K. C-C. & Han, J., Dec 1 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. 148-157 10 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

  • IncSpan: Incremental mining of sequential patterns in large database

    Cheng, H., Yan, X. & Han, J., Dec 1 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., Dec 1 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., Dec 1 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. 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., Dec 1 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. 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

  • 2005

    Accelerating dna sequencing-by-hybridization with noise

    Chen, C., Xin, D. & Han, J., Dec 1 2005, Proceedings of the 5th International Workshop on Bioinformatics, BIOKDD 2005. p. 29-36 8 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • An efficient multi-relational naïve Bayesian classifier based on semantic relationship graph

    Liu, H., Yin, X. & Han, J., Aug 21 2005, Proceedings of the 4th International Workshop on Multi-Relational Data Mining, MRDM 2005 - 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2005. Blockeel, H. & Dzeroski, S. (eds.). Association for Computing Machinery, Inc, p. 39-48 10 p. (Proceedings of the 4th International Workshop on Multi-Relational Data Mining, MRDM 2005 - 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2005).

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

  • A sampling-based framework for parallel data mining

    Cong, S., Han, J., Hoeflinger, J. & Padua, D. A., 2005, Proceedings of the 2005 ACM SIGPLAN Symposium on Principles and Practise of Parallel Programming, PROPP 05. p. 255-265 11 p.

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

  • Community mining from multi-relational networks

    Cai, D., Shao, Z., He, X., Yan, X. & Han, J., 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 445-452 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3721 LNAI).

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

  • Efficient classification from multiple heterogeneous databases

    Yin, X. & Han, J., 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 404-416 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3721 LNAI).

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

  • Efficient processing of ranked queries with sweeping selection

    Jin, W., Ester, M. & Han, J., 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 527-535 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3721 LNAI).

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

  • Image clustering with tensor representation

    He, X., Cai, D., Liu, H. & Han, J., 2005, Proceedings of the 13th ACM International Conference on Multimedia, MM 2005. p. 132-140 9 p. (Proceedings of the 13th ACM International Conference on Multimedia, MM 2005).

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

  • Mining compressed frequent-pattern sets

    Xin, D., Han, J., Yan, X. & Cheng, H., 2005, VLDB 2005 - Proceedings of 31st International Conference on Very Large Data Bases. p. 709-720 12 p. (VLDB 2005 - Proceedings of 31st International Conference on Very Large Data Bases; vol. 2).

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

  • Mining evolving customer-product relationships in multi-dimensional space

    Li, X., Han, J., Yin, X. & Xin, D., Dec 12 2005, Proceedings - 21st International Conference on Data Engineering, ICDE 2005. p. 580-581 2 p. (Proceedings - International Conference on Data Engineering).

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

  • Mining hidden community in heterogeneous social network

    Cai, D., Shao, Z., He, X., Yan, X. & Han, J., Aug 21 2005, 3rd International Workshop on Link Discovery, LinkKDD 2005 - in conjunction with 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, Inc, p. 58-65 8 p. (3rd International Workshop on Link Discovery, LinkKDD 2005 - in conjunction with 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • SOBER: Statistical model-based bug localization

    Liu, C., Yan, X., Fei, L., Han, J. & Midkiff, S. P., 2005, ESEC/FSE'05 - Proceedings of the Joint 10th European Software Engineering Conference (ESEC) and 13th ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE-13). Gall, H. (ed.). p. 286-295 10 p. (ESEC/FSE'05 - Proceedings of the Joint 10th European Software Engineering Conference (ESEC) and 13th ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE-13)).

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

  • 2006

    AC-close: Efficiently mining approximate closed itemsets by core pattern recovery

    Cheng, H., Allen, G. D. & Han, J., 2006, Proceedings - Sixth International Conference on Data Mining, ICDM 2006. p. 839-844 6 p. 4053113. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • Answering Top-k queries with multi-dimensional selections: The ranking cube approach

    Xin, D., Han, J., Cheng, H. & Li, X., Dec 1 2006, VLDB 2006 - Proceedings of the 32nd International Conference on Very Large Data Bases. p. 463-474 12 p. (VLDB 2006 - Proceedings of the 32nd International Conference on Very Large Data Bases).

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

  • C-cubing: Efficient computation of closed cubes by aggregation-based checking

    Xin, D., Shao, Z., Han, J. & Liu, H., 2006, Proceedings of the 22nd International Conference on Data Engineering, ICDE '06. p. 4 1 p. 1617372. (Proceedings - International Conference on Data Engineering; vol. 2006).

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

  • CrossMine: Efficient classification across multiple database relations

    Yin, X., Han, J., Yang, J. & Allen, G. D., 2006, Constraint-Based Mining and Inductive Databases - European Workshop on Inductive Databases and Constraint Based Mining, Revised Selected Papers. p. 172-195 24 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3848 LNAI).

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

  • Discovering interesting patterns through user's interactive feedback

    Xin, D., Shen, X., Mei, Q. & Han, J., Jan 1 2006, KDD 2006: Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 773-778 6 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2006).

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

  • Error-adaptive and time-aware maintenance of frequency counts over data streams

    Liu, H., Lu, Y., Han, J. & He, J., Jan 1 2006, Advances in Web-Age Information Management - 7th International Conference, WAIM 2006, Proceedings. Springer, p. 484-495 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4016 LNCS).

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

  • Extracting redundancy-aware top-k patterns

    Xin, D., Cheng, H., Yan, X. & Han, J., 2006, KDD 2006: Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 444-453 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2006).

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

  • Failure proximity: A fault localization-based approach

    Liu, C. & Han, J., 2006, Proceedings of the 14th ACM SIGSOFT International Symposium on Foundations of Software Engineering. p. 46-56 11 p. 1181782. (Proceedings of the ACM SIGSOFT Symposium on the Foundations of Software Engineering).

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

  • How bayesians debug

    Liu, C., Lian, Z. & Han, J., 2006, Proceedings - Sixth International Conference on Data Mining, ICDM 2006. p. 382-393 12 p. 4053065. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • Mining, indexing, and similarity search in graphs and complex structures

    Han, J., Yan, X. & Yu, P. S., Oct 17 2006, Proceedings of the 22nd International Conference on Data Engineering, ICDE '06. 1 p. 1617474. (Proceedings - International Conference on Data Engineering; vol. 2006).

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

  • Mining compressed commodity workflows from massive RFID data sets

    Gonzalez, H., Han, J. & Li, X., 2006, Proceedings of the 15th ACM Conference on Information and Knowledge Management, CIKM 2006. p. 162-171 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • Mining control flow abnormality for logic error isolation

    Liu, C., Yan, X. & Han, J., 2006, Proceedings of the Sixth SIAM International Conference on Data Mining. Society for Industrial and Applied Mathematics, p. 106-117 12 p. (Proceedings of the Sixth SIAM International Conference on Data Mining; vol. 2006).

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

  • Mining frequent patterns from very high dimensional data: A top-down row enumeration approach

    Liu, H., Han, J., Xin, D. & Shao, Z., Jan 1 2006, Proceedings of the Sixth SIAM International Conference on Data Mining. Society for Industrial and Applied Mathematics, p. 282-293 12 p. (Proceedings of the Sixth SIAM International Conference on Data Mining; vol. 2006).

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

  • Motion-alert: Automatic anomaly detection in massive moving objects

    Li, X., Han, J. & Kim, S., 2006, Intelligence and Security Informatics - IEEE International Conference on Intelligence and Security Informatics, ISI 2006, Proceedings. Springer, p. 166-177 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3975 LNCS).

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

  • On the inverse classification problem and its applications

    Aggarwal, C. C., Chen, C. & Han, J., 2006, Proceedings of the 22nd International Conference on Data Engineering, ICDE '06. p. 111 1 p. 1617479. (Proceedings - International Conference on Data Engineering; vol. 2006).

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

  • Ranking objects based on relationships

    Chakrabarti, K., Ganti, V., Han, J. & Xin, D., 2006, SIGMOD 2006 - Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 371-382 12 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

  • Ranking outliers using symmetric neighborhood relationship

    Jin, W., Tung, A. K. H., Han, J. & Wang, W., 2006, Advances in Knowledge Discovery and Data Mining - 10th Pacific-Asia Conference, PAKDD 2006, Proceedings. p. 577-593 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3918 LNAI).

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

  • Searching substructures with superimposed distance

    Yan, X., Zhu, F., Han, J. & Allen, G. D., 2006, Proceedings of the 22nd International Conference on Data Engineering, ICDE '06. p. 88 1 p. 1617456. (Proceedings - International Conference on Data Engineering; vol. 2006).

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

  • Tensor Space Model for document analysis

    Cai, D., He, X. & Han, J., 2006, Proceedings of the Twenty-Ninth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, p. 625-626 2 p. (Proceedings of the Twenty-Ninth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval; vol. 2006).

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

  • Top-down mining of interesting patterns from very high dimensional data

    Liu, H., Han, J., Xin, D. & Shao, Z., Oct 17 2006, Proceedings of the 22nd International Conference on Data Engineering, ICDE '06. 1 p. 1617482. (Proceedings - International Conference on Data Engineering; vol. 2006).

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

  • Towards robust indexing for ranked queries

    Xin, D., Chen, C. & Han, J., Dec 1 2006, VLDB 2006 - Proceedings of the 32nd International Conference on Very Large Data Bases. p. 235-246 12 p. (VLDB 2006 - Proceedings of the 32nd International Conference on Very Large Data Bases).

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

  • UnkClus: Efficient clustering via heterogeneous semantic links

    Yin, X., Han, J. & Yu, P. S., Dec 1 2006, VLDB 2006 - Proceedings of the 32nd International Conference on Very Large Data Bases. p. 427-438 12 p. (VLDB 2006 - Proceedings of the 32nd International Conference on Very Large Data Bases).

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

  • Warehousing and analyzing massive RFID data sets

    Gonzalez, H., Han, J., Li, X. & Klabjan, D., 2006, Proceedings of the 22nd International Conference on Data Engineering, ICDE '06. p. 83 1 p. 1617451. (Proceedings - International Conference on Data Engineering; vol. 2006).

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

  • Warehousing and mining massive RFID data sets

    Han, J., Gonzalez, H., Li, X. & Klabjan, D., 2006, Advanced Data Mining and Applications - Second International Conference, ADMA 2006, Proceedings. Li, X., Zaïane, O. R. & Li, Z. (eds.). Springer, p. 1-18 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4093 LNAI).

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

  • 2007

    Adaptive fastest path computation on a road network: A traffic mining approach

    Gonzalez, H., Han, J., Li, X., Myslinska, M. & Sondag, J. P., 2007, 33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings. Gehrke, J., Koch, C., Garofalakis, M., Aberer, K., Kanne, C-C., Neuhold, E. J., Ganti, V., Klas, W., Chan, C-Y., Srivastava, D., Florescu, D. & Deshpande, A. (eds.). Association for Computing Machinery, Inc, p. 794-805 12 p. (33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings).

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

  • A general framework for mining concept-drifting data streams with skewed distributions

    Gao, J., Fan, W., Han, J. & Allen, G. D., 2007, Proceedings of the 7th SIAM International Conference on Data Mining. Society for Industrial and Applied Mathematics Publications, p. 3-14 12 p. (Proceedings of the 7th SIAM International Conference on Data Mining).

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

    Open Access
  • Association mining in large databases: A re-examination of its measures

    Wu, T., Chen, Y. & Han, J., 2007, Knowledge Discovery in Database: PKDD 2007 - 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, Proceedings. Springer, p. 621-628 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4702 LNAI).

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

    Open Access
  • Cost-conscious cleaning of massive RFID data sets

    Gonzalez, H., Han, J. & Shen, X., 2007, 23rd International Conference on Data Engineering, ICDE 2007. p. 1268-1272 5 p. 4221780. (Proceedings - International Conference on Data Engineering).

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

  • DataScope: Viewing database contents in google maps' way

    Wu, T., Li, X., Xin, D., Han, J., Lee, J. & Redder, R., 2007, 33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings. Gehrke, J., Koch, C., Garofalakis, M., Aberer, K., Kanne, C-C., Neuhold, E. J., Ganti, V., Klas, W., Chan, C-Y., Srivastava, D., Florescu, D. & Deshpande, A. (eds.). Association for Computing Machinery, Inc, p. 1314-1317 4 p. (33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings).

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

  • Discriminative frequent pattern analysis for effective classification

    Cheng, H., Yan, X., Han, J. & Hsu, C. W., 2007, 23rd International Conference on Data Engineering, ICDE 2007. p. 716-725 10 p. 4221720. (Proceedings - International Conference on Data Engineering).

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

  • Efficient discovery of frequent approximate sequential patterns

    Zhu, F., Yan, X., Han, J. & Allen, G. D., 2007, Proceedings of the 7th IEEE International Conference on Data Mining, ICDM 2007. p. 751-756 6 p. 4470322. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • Efficient Kernel Discriminant Analysis via spectral regression

    Cai, D., He, X. & Han, J., 2007, Proceedings of the 7th IEEE International Conference on Data Mining, ICDM 2007. p. 427-432 6 p. 4470268. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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