Jiawei Han

2010

The wisdom of social multimedia: Using Flickr for prediction and forecast

Jin, X., Gallagher, A., Cao, L., Luo, J. & Han, J., 2010, MM'10 - Proceedings of the ACM Multimedia 2010 International Conference. p. 1235-1244 10 p. (MM'10 - Proceedings of the ACM Multimedia 2010 International Conference).

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

TopCells: Keyword-based search of top-k aggregated documents in text cube

Ding, B., Zhao, B., Lin, C. X., Han, J. & Zhai, C., 2010, 26th IEEE International Conference on Data Engineering, ICDE 2010 - Conference Proceedings. p. 381-384 4 p. 5447838. (Proceedings - International Conference on Data Engineering).

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

Topic initiator detection on the world wide web

Jin, X., Spangler, S., Ma, R. & Han, J., 2010, Proceedings of the 19th International Conference on World Wide Web, WWW '10. p. 481-490 10 p. (Proceedings of the 19th International Conference on World Wide Web, WWW '10).

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

Top-K aggregation queries over large networks

Yan, X., He, B., Zhu, F. & Han, J., 2010, 26th IEEE International Conference on Data Engineering, ICDE 2010 - Conference Proceedings. p. 377-380 4 p. 5447863. (Proceedings - International Conference on Data Engineering).

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

Tru-alarm: Trustworthiness analysis of sensor networks in cyber-physical systems

Tang, L. A., Yu, X., Kim, S., Han, J., Hung, C. C. & Peng, W. C., 2010, Proceedings - 10th IEEE International Conference on Data Mining, ICDM 2010. p. 1079-1084 6 p. 5694088. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

Visual cube and On-Line Analytical Processing of images

Jin, X., Han, J., Cao, L., Luo, J., Ding, B. & Lin, C. X., 2010, CIKM'10 - Proceedings of the 19th International Conference on Information and Knowledge Management and Co-located Workshops. p. 849-858 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

2009

Advanced data-mining tool for feature detection from direct numerical simulations

Yang, H. Q., Marella, S., Tosh, A. & Han, J., 2009, 47th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition. 2009-0977. (47th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition).

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

A geometric perspective on dimensionality reduction

Cai, D., He, X. & Han, J., 2009, Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics 133. p. 1417-1475 59 p. (Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics; vol. 3).

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

A multi-partition multi-chunk ensemble technique to classify concept-drifting data streams

Masud, M. M., Gao, J., Khan, L., Han, J. & Thuraisingham, B., 2009, 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2009. p. 363-375 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5476 LNAI).

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

Assured information sharing life cycle

Finin, T., Joshi, A., Kargupta, H., Yesha, Y., Sachs, J., Bertino, E., Ninghui, L., Clifton, C., Spafford, G., Thuraisingham, B., Kantarcioglu, M., Bensoussan, A., Berg, N., Khan, L., Jiawei, H., Zhai, C. X., Sandhu, R., Shouhuai, X., Massaro, J. & Adamic, L., 2009, 2009 IEEE International Conference on Intelligence and Security Informatics, ISI 2009. p. 307-309 3 p. 5137331. (2009 IEEE International Conference on Intelligence and Security Informatics, ISI 2009).

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

CHRONICLE: A two-stage density-based clustering algorithm for dynamic networks

Kim, M. S. & Han, J., 2009, Discovery Science - 12th International Conference, DS 2009, Proceedings. p. 152-167 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5808 LNAI).

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

Classification of software behaviors for failure detection: A discriminative pattern mining approach

Lo, D., Cheng, H., Han, J., Khoo, S. C. & Sun, C., 2009, KDD '09: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 557-565 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Efficient mining of closed repetitive gapped subsequences from a sequence database

Ding, B., Lo, D., Han, J. & Khoo, S. C., 2009, Proceedings - 25th IEEE International Conference on Data Engineering, ICDE 2009. p. 1024-1035 12 p. 4812474. (Proceedings - International Conference on Data Engineering).

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

Exploring social tagging graph for web object classification

Yin, Z., Li, R., Mei, Q. & Han, J., 2009, KDD '09: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 957-965 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Open Access

Filtering and refinement: A two-stage approach for efficient and effective anomaly detection

Yu, X., Tang, L. A. & Han, J., 2009, ICDM 2009 - The 9th IEEE International Conference on Data Mining. p. 617-626 10 p. 5360288. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

Open Access

Finding symbolic bug patterns in sensor networks

Khan, M. M. H., Abdelzaher, T., Han, J. & Ahmadi, H., 2009, Distributed Computing in Sensor Systems - 5th IEEE International Conference, DCOSS 2009, Proceedings. p. 131-144 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5516 LNCS).

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

GAD: General Activity Detection for fast clustering on large data

Xin, J., Sangkyum, K., Jiawei, H., Liangliang, C. & Zhijun, Y., 2009, Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics 133. p. 1-12 12 p. (Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics; vol. 1).

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

Graph-based consensus maximization among multiple supervised and unsupervised models

Gao, J., Liang, F., Fan, W., Sun, Y. & Han, J., 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. Neural Information Processing Systems, p. 585-593 9 p. (Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference).

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

Integrating novel class detection with classification for concept-drifting data streams

Masud, M. M., Gao, J., Khan, L., Han, J. & Thuraisingham, B., 2009, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2009, Proceedings. PART 2 ed. Springer, p. 79-94 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5782 LNAI, no. PART 2).

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

iTopicModel: Information network-integrated topic modeling

Sun, Y., Han, J., Gao, J. & Yu, Y., 2009, ICDM 2009 - The 9th IEEE International Conference on Data Mining. p. 493-502 10 p. 5360275. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

Locality preserving nonnegative matrix factorization

Cai, D., He, X., Wang, X., Bao, H. & Han, J., 2009, IJCAI-09 - Proceedings of the 21st International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence, p. 1010-1015 6 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

Mining heterogeneous information networks by exploring the power of links

Han, J., 2009, Discovery Science - 12th International Conference, DS 2009, Proceedings. p. 13-30 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5808 LNAI).

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

Mining personal image collection for social group suggestion

Yu, J., Jin, X., Han, J. & Luo, J., 2009, ICDM Workshops 2009 - IEEE International Conference on Data Mining. p. 202-207 6 p. 5360503. (ICDM Workshops 2009 - IEEE International Conference on Data Mining).

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

MLR-index: An index structure for fast and scalable similarity search in high dimensions

Malik, R., Kim, S., Jin, X., Ramachandran, C., Han, J., Gupta, I. & Nahrstedt, K., 2009, Scientific and Statistical Database Management - 21st International Conference, SSDBM 2009, Proceedings. p. 167-184 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5566 LNCS).

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

Modeling probabilistic measurement correlations for problem determination in large-scale distributed systems

Gao, J., Jiang, G., Chen, H. & Han, J., 2009, 2009 29th IEEE International Conference on Distributed Computing Systems Workshops, ICDCS, 09. p. 623-630 8 p. 5158476. (Proceedings - International Conference on Distributed Computing Systems).

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

Parallel PathFinder algorithms for mining structures from graphs

Hauguel, S., Zhai, C. X. & Han, J., 2009, ICDM 2009 - The 9th IEEE International Conference on Data Mining. p. 812-817 6 p. 5360316. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

P-Rank: A comprehensive structural similarity measure over information networks

Zhao, P., Han, J. & Sun, Y., 2009, ACM 18th International Conference on Information and Knowledge Management, CIKM 2009. p. 553-562 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Ranking-based clustering of heterogeneous information networks with star network schema

Sun, Y., Yu, Y. & Han, J., 2009, KDD '09: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 797-805 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Real-time knowledge discovery and dissemination for intelligence analysis

Thuraisingham, B., Khan, L., Kantarcioglu, M., Chib, S., Han, J. & Son, S., 2009, Proceedings of the 42nd Annual Hawaii International Conference on System Sciences, HICSS. 4755492. (Proceedings of the 42nd Annual Hawaii International Conference on System Sciences, HICSS).

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

Subspace discovery for promotion: A cell clustering approach

Wu, T. & Han, J., 2009, Discovery Science - 12th International Conference, DS 2009, Proceedings. p. 362-376 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5808 LNAI).

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

Temporal outlier detection in vehicle traffic data

Li, X., Li, Z., Han, J. & Lee, J. G., 2009, Proceedings - 25th IEEE International Conference on Data Engineering, ICDE 2009. p. 1319-1322 4 p. 4812530. (Proceedings - International Conference on Data Engineering).

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

Topic cube: Topic modeling for OLAP on multidimensional text databases

Duo, Z., Chengxiang, Z. & Jiawei, H., 2009, Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics 133. p. 1117-1128 12 p. (Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics; vol. 3).

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

VideoMule: A consensus learning approach to multi-label classification from noisy user-generated videos

Ramachandran, C., Malik, R., Jin, X., Gao, J., Nahrstedt, K. & Han, J., 2009, MM'09 - Proceedings of the 2009 ACM Multimedia Conference, with Co-located Workshops and Symposiums. p. 721-724 4 p. (MM'09 - Proceedings of the 2009 ACM Multimedia Conference, with Co-located Workshops and Symposiums).

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

2008

A practical approach to classify evolving data streams: Training with limited amount of labeled data

Masud, M. M., Gao, J., Khan, L., Han, J. & Thuraisingham, B., 2008, Proceedings - 8th IEEE International Conference on Data Mining, ICDM 2008. p. 929-934 6 p. 4781203. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

ARCube: Supporting ranking aggregate queries in partially materialized data cubes

Wu, T., Xin, D. & Han, J., 2008, SIGMOD 2008: Proceedings of the ACM SIGMOD International Conference on Management of Data 2008. p. 79-91 13 p. 1376627. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

BibNetMiner: Mining bibliographic information networks

Sun, Y., Wu, T., Yin, Z., Cheng, H., Han, J., Yin, X. & Zhao, P., 2008, SIGMOD 2008: Proceedings of the ACM SIGMOD International Conference on Management of Data 2008. p. 1341-1344 4 p. 1376770. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

CISpan: Comprehensive incremental mining algorithms of closed sequential patterns for multi-versional software mining

Yuan, D., Lee, K., Cheng, H., Krishna, G., Li, Z., Ma, X., Zhou, Y. & Han, J., 2008, Society for Industrial and Applied Mathematics - 8th SIAM International Conference on Data Mining 2008, Proceedings in Applied Mathematics 130. Society for Industrial and Applied Mathematics Publications, p. 84-95 12 p. (Society for Industrial and Applied Mathematics - 8th SIAM International Conference on Data Mining 2008, Proceedings in Applied Mathematics 130; vol. 1).

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

Open Access

Data mining for image/video processing: A promising research frontier

Han, J., 2008, CIVR 2008 - Proceedings of the International Conference on Content-based Image and Video Retrieval. p. 1-2 2 p. (CIVR 2008 - Proceedings of the International Conference on Content-based Image and Video Retrieval).

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

Direct discriminative pattern mining for effective classification

Cheng, H., Yan, X., Han, J. & Yu, P. S., 2008, Proceedings of the 2008 IEEE 24th International Conference on Data Engineering, ICDE'08. p. 169-178 10 p. 4497425. (Proceedings - International Conference on Data Engineering).

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

Direct mining of discriminative and essential frequent patterns via model-based search tree

Fan, W., Zhang, K., Cheng, H., Gao, J., Yan, X., Han, J., Yu, P. & Verscheure, O., 2008, KDD 2008 - Proceedings of the 14th ACMKDD International Conference on Knowledge Discovery and Data Mining. p. 230-238 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Dustminer: Troubleshooting interactive complexity bugs in sensor networks

Khan, M. M. H., Le, H. K., Ahmadi, H., Abdelzaher, T. F. & Han, J., 2008, SenSys'08 - Proceedings of the 6th ACM Conference on Embedded Networked Sensor Systems. p. 99-112 14 p. (SenSys'08 - Proceedings of the 6th ACM Conference on Embedded Networked Sensor Systems).

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

Exploring the power of heuristics and links in multi-relational data mining

Yin, X. & Han, J., 2008, Foundations of Intelligent Systems - 17th International Symposium, ISMIS 2008, Proceedings. p. 17-27 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4994 LNAI).

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

Graph OLAP: Towards online analytical processing on graphs

Chen, C., Yan, X., Zhu, F., Han, J. & Yu, P. S., 2008, Proceedings - 8th IEEE International Conference on Data Mining, ICDM 2008. p. 103-112 10 p. 4781105. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

Knowledge transfer via multiple model local structure mapping

Gao, J., Fan, W., Jiang, J. & Han, J., 2008, KDD 2008 - Proceedings of the 14th ACMKDD International Conference on Knowledge Discovery and Data Mining. p. 283-291 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Open Access

Mining preferences from superior and inferior examples

Jiang, B., Pei, J., Lin, X., Cheung, D. W. & Han, J., 2008, KDD 2008 - Proceedings of the 14th ACMKDD International Conference on Knowledge Discovery and Data Mining. p. 390-398 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Open Access

Mining significant graph patterns by leap search

Yan, X., Cheng, H., Han, J. & Yu, P. S., 2008, SIGMOD 2008: Proceedings of the ACM SIGMOD International Conference on Management of Data 2008. p. 433-444 12 p. 1376662. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

Modeling hidden topics on document manifold

Cai, D., Mei, Q., Han, J. & Zhai, C., 2008, Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM'08. p. 911-920 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access

Jiawei Han

Research output

Search results