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Jiawei Han

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  • 2007

    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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference contribution

  • Exploring the power of links in data mining

    Han, J., 2007, Advances in Data and Web Management - Joint 9th Asia-Pacific Web Conference, APWeb 2007 and 8th International Conference on Web-Age Information Management, WAIM 2007, Proceedings. Springer, p. 2 1 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4505 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Finding frequent items in data streams using hierarchical information

    Xiaoyu, W., Hongyan, L. & Jiawei, H., 2007, 2007 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2007. p. 431-436 6 p. 4413754. (Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • gApprox: Mining frequent approximate patterns from a massive network

    Chen, C., Yan, X., Zhu, F. & Han, J., 2007, Proceedings of the 7th IEEE International Conference on Data Mining, ICDM 2007. p. 445-450 6 p. 4470271. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • gPrune: A constraint pushing framework for graph pattern mining

    Zhu, F., Yan, X., Han, J. & Yu, P. S., 2007, Advances in Knowledge Discovery and Data Mining - 11th Pacific-Asia Conference, PAKDD 2007, Proceedings. Springer, p. 388-400 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4426 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Indexing noncrashing failures: A dynamic program slicing-based approach

    Liu, C., Zhang, X., Han, J., Zhang, Y. & Bhargava, B. K., 2007, ICSM 2007 - Proceedings of the 2007 IEEE International Conference on Software Maintenance. p. 455-464 10 p. 4362658. (IEEE International Conference on Software Maintenance, ICSM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Integrating OLAP and ranking: The ranking-cube methodology

    Xin, D. & Han, J., 2007, Workshops in Conjunction with the International Conference on Data Engineering - ICDE' 07. p. 253-256 4 p. 4401000. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Isometric projection

    Cai, D., He, X. & Han, J., Nov 28 2007, AAAI-07/IAAI-07 Proceedings: 22nd AAAI Conference on Artificial Intelligence and the 19th Innovative Applications of Artificial Intelligence Conference. p. 528-533 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Learning a spatially smooth subspace for face recognition

    Cai, D., He, X., Hu, Y., Han, J. & Huang, T., 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. 4270079. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Mining approximate top-K subspace anomalies in multi-dimensional time-series data

    Li, X. & Han, J., 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. 447-458 12 p. (33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Mining colossal frequent patterns by core pattern fusion

    Zhu, F., Yan, X., Han, J., Allen, G. D. & Cheng, H., 2007, 23rd International Conference on Data Engineering, ICDE 2007. p. 706-715 10 p. 4221719. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Object distinction: Distinguishing objects with identical names

    Xiaoxin, Y., Jiawei, H. & Allen, G. D., 2007, 23rd International Conference on Data Engineering, ICDE 2007. IEEE Computer Society, p. 1242-1246 5 p. 4221773. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • On appropriate assumptions to mine data streams: Analysis and practice

    Gao, J., Fan, W. & Han, J., 2007, Proceedings of the 7th IEEE International Conference on Data Mining, ICDM 2007. p. 143-152 10 p. 4470238. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • On efficient processing of subspace skyline queries on high dimensional data

    Jin, W., Tung, A. K. H., Ester, M. & Han, J., 2007, 19th International Conference on Scientific and Statistical Database Management, SSDBM 2007. 4274957. (Proceedings of the International Conference on Scientific and Statistical Database Management, SSDBM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Progressive and selective merge: Computing top-k with ad-hoc ranking functions

    Xin, D., Han, J. & Chang, K. C-C., 2007, SIGMOD 2007: Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 103-114 12 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Regularized locality preserving indexing via spectral regression

    Cai, D., He, X., Zhang, W. V. & Han, J., 2007, CIKM 2007 - Proceedings of the 16th ACM Conference on Information and Knowledge Management. p. 741-750 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Regularized regression on image manifold for retrieval

    Cai, D., He, X. & Han, J., 2007, International Multimedia Conference, MM'07 - Proceedings of the 9th ACM SIG Multimedia International Workshop on Multimedia Information Retrieval, MIR'07. p. 11-20 10 p. (Proceedings of the ACM International Multimedia Conference and Exhibition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Research frontiers in advanced data mining technologies and applications

    Han, J., 2007, Advances in Knowledge Discovery and Data Mining - 11th Pacific-Asia Conference, PAKDD 2007, Proceedings. Springer, p. 1-5 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4426 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • ROAM: Rule-and motif-based anomaly detection in massive moving object data sets

    Li, X., Han, J., Kim, S. & Gonzalez, H., 2007, Proceedings of the 7th SIAM International Conference on Data Mining. p. 273-284 12 p. (Proceedings of the 7th SIAM International Conference on Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Spectral regression: A Unified approach for Sparse Subspace Learning

    Cai, D., He, X. & Han, J., 2007, Proceedings of the 7th IEEE International Conference on Data Mining, ICDM 2007. Institute of Electrical and Electronics Engineers Inc., p. 73-82 10 p. 4470231. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Spectral regression: A unified subspace learning framework for content-based image retrieval

    Cai, D., He, X. & Han, J., 2007, Proceedings of the Fifteenth ACM International Conference on Multimedia, MM'07. p. 403-412 10 p. (Proceedings of the ACM International Multimedia Conference and Exhibition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • The multi-relational skyline operator

    Jin, W., Ester, M., Hu, Z. & Han, J., 2007, 23rd International Conference on Data Engineering, ICDE 2007. p. 1276-1280 5 p. 4221782. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Towards graph containment search and indexing

    Chen, C., Yan, X., Allen, G. D., Han, J., Zhang, D. Q. & Gu, X., 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. 926-937 12 p. (33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Traffic density-based discovery of hot routes in road networks

    Li, X., Han, J., Lee, J. G. & Gonzalez, H., 2007, Advances in Spatial and Temporal Databases - 10th International Symposium, SSTD 2007, Proceedings. Springer, p. 441-459 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4605 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Trajectory clustering: A partition-and-group framework

    Lee, J. G., Han, J. & Whang, K. Y., 2007, SIGMOD 2007: Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 593-604 12 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Truth discovery with multiple conflicting information providers on the web

    Yin, X., Han, J. & Yu, P. S., 2007, KDD-2007: Proceedings of the Thirteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1048-1052 5 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference 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 proceeding › Conference contribution

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

    Xin, D., Han, J., Cheng, H. & Li, X., 2006, VLDB 2006 - Proceedings of the 32nd International Conference on Very Large Data Bases. Association for Computing Machinery, 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference contribution

  • Discovering interesting patterns through user's interactive feedback

    Xin, D., Shen, X., Mei, Q. & Han, J., 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 proceeding › Conference contribution

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

    Liu, H., Lu, Y., Han, J. & He, J., 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference contribution

  • FlowCube: Constructing RFID FlowCubes for Multi-Dimensional Analysis of Commodity Flows∗

    Gonzalez, H., Han, J. & Li, X., 2006, VLDB 2006 - Proceedings of the 32nd International Conference on Very Large Data Bases. Association for Computing Machinery, p. 834-845 12 p. (VLDB 2006 - Proceedings of the 32nd International Conference on Very Large Data Bases).

    Research output: Chapter in Book/Report/Conference proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference contribution

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

    Liu, H., Han, J., Xin, D. & Shao, Z., 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference contribution