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Entity disambiguation with linkless knowledge bases
Li, Y., Tan, S., Sun, H., Han, J., Roth, D. & Yan, X., 2016, 25th International World Wide Web Conference, WWW 2016. International World Wide Web Conferences Steering Committee, p. 1261-1270 10 p. (25th International World Wide Web Conference, WWW 2016).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Entity linking with a knowledge base: Issues, techniques, and solutions
Shen, W., Wang, J. & Han, J., Feb 1 2015, In: IEEE Transactions on Knowledge and Data Engineering. 27, 2, p. 443-460 18 p., 6823700.Research output: Contribution to journal › Article › peer-review
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Entity set search of scientific literature: An unsupervised ranking approach
Shen, J., Xiao, J., He, X., Shang, J., Sinha, S. & Han, J., Jun 27 2018, 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018. Association for Computing Machinery, Inc, p. 565-574 10 p. (41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Environmental drivers of variability in the movement ecology of turkey vultures (cathartes aura) in North and South America
Dodge, S., Bohrer, G., Bildstein, K., Davidson, S. C., Weinzierl, R., Bechard, M. J., Barber, D., Kays, R., Brandes, D., Han, J. & Wikelski, M., May 26 2014, In: Philosophical Transactions of the Royal Society B: Biological Sciences. 369, 1643Research output: Contribution to journal › Article › peer-review
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EPeriodicity: Mining event periodicity from incomplete observations
Li, Z., Wang, J. & Han, J., May 1 2015, In: IEEE Transactions on Knowledge and Data Engineering. 27, 5, p. 1219-1232 14 p., 6940249.Research output: Contribution to journal › Article › peer-review
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Estimating OLAP queries over uncertain and imprecise multidimensional data streams
Cuzzocrea, A. & Han, J., Sep 1 2012, In: Engineering Intelligent Systems. 20, 3, p. 171-181 11 p.Research output: Contribution to journal › Article › peer-review
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ETM: Entity topic models for mining documents associated with entities
Kim, H., Sun, Y., Hockenmaier, J. & Han, J., Dec 1 2012, Proceedings - 12th IEEE International Conference on Data Mining, ICDM 2012. p. 349-358 10 p. 6413746. (Proceedings - IEEE International Conference on Data Mining, ICDM).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Evaluating event credibility on twitter
Gupta, M., Zhao, P. & Han, J., 2012, Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012. Society for Industrial and Applied Mathematics Publications, p. 153-164 12 p. (Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Event-based social networks: Linking the online and offline social worlds
Liu, X., He, Q., Tian, Y., Lee, W. C., McPherson, J. & Han, J., 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1032-1040 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
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EventCube: Multi-dimensional search and mining of structured and text data
Tao, F., Lei, K. H., Han, J., Zhai, C. X., Cheng, X., Danilevsky, M., Desai, N., Ding, B., Ge, J., Ji, H., Kanade, R., Kao, A., Li, Q., Li, Y., Lin, C. X., Liu, J., Oza, N., Srivastava, A., Tjoelker, R., Wang, C. & 2 others, , Aug 11 2013, KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Parekh, R., He, J., Inderjit, D. S., Bradley, P., Koren, Y., Ghani, R., Senator, T. E., Grossman, R. L. & Uthurusamy, R. (eds.). Association for Computing Machinery, p. 1494-1497 4 p. 2487718. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F128815).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Evolutionary clustering and analysis of bibliographic networks
Gupta, M., Aggarwal, C. C., Han, J. & Sun, Y., Sep 19 2011, Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011. p. 63-70 8 p. 5992586. (Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Exploring and inferring user-user pseudo-friendship for sentiment analysis with heterogeneous networks
Deng, H., Han, J., Li, H., Ji, H., Wang, H. & Lu, Y., Jan 1 2013, Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013. Parthasarathy, S., Ghosh, J., Zhou, Z-H., Dy, J., Obradovic, Z. & Kamath, C. (eds.). Siam Society, p. 378-386 9 p. (Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Exploring and inferring user-user pseudo-friendship for sentiment analysis with heterogeneous networks
Deng, H., Han, J., Li, H., Ji, H., Wang, H. & Lu, Y., Aug 2014, In: Statistical Analysis and Data Mining. 7, 4, p. 308-321 14 p.Research output: Contribution to journal › Article › peer-review
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Exploring structure and content on the web: Extraction and integration of the semi-structured web
Weninger, T. & Han, J., 2013, WSDM 2013 - Proceedings of the 6th ACM International Conference on Web Search and Data Mining. p. 779-780 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Exposing complex bug-triggering conditions in distributed systems via graph mining
Seo, E., Khan, M. M. H., Mohapatra, P., Han, J. & Abdelzaher, T., 2011, Proceedings - 2011 International Conference on Parallel Processing, ICPP 2011. p. 186-195 10 p. 6047187. (Proceedings of the International Conference on Parallel Processing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Extracting general lists from web documents: A hybrid approach
Fumarola, F., Weninger, T., Barber, R., Malerba, D. & Han, J., Jul 25 2011, Modern Approaches in Applied Intelligence - 24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2011, Proceedings. PART 1 ed. p. 285-294 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6703 LNAI, no. PART 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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FacetGist: Collective extraction of document facets in large technical corpora
Siddiqui, T., Ren, X., Parameswaran, A. & Han, J., Oct 24 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 871-880 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 24-28-October-2016).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Facing the reality of data stream classification: Coping with scarcity of labeled data
Masud, M. M., Woolam, C., Gao, J., Khan, L., Han, J., Hamlen, K. W. & Oza, N. C., Oct 1 2012, In: Knowledge and Information Systems. 33, 1, p. 213-244 32 p.Research output: Contribution to journal › Article › peer-review
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FaitCrowd: Fine grained truth discovery for crowdsourced data aggregation
Ma, F., Li, Y., Li, Q., Qiu, M., Gao, J., Zhi, S., Su, L., Zhao, B., Ji, H. & Han, J., Aug 10 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 745-754 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2015-August).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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FastHybrid: A hybrid model for efficient answer selection
Wang, L., Tan, M. & Han, J., Jan 1 2016, COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers. Association for Computational Linguistics, ACL Anthology, p. 2378-2388 11 p. (COLING 2016 - 26th International Conference on Computational Linguistics, Proceedings of COLING 2016: Technical Papers).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Fast inbound top-k query for random walk with restart
Zhang, C., Jiang, S., Chen, Y., Sun, Y. & Han, J., 2015, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015. Costa, V. S., Soares, C., Appice, A., Appice, A., Rodrigues, P. P., Costa, V. S., Soares, C., Gama, J., Jorge, A., Rodrigues, P. P., Gama, J., Costa, V. S., Jorge, A., Appice, A., Rodrigues, P. P., Gama, J., Appice, A., Soares, C., Jorge, A., Gama, J., Rodrigues, P. P., Costa, V. S., Soares, C. & Jorge, A. (eds.). Springer-Verlag Berlin Heidelberg, p. 608-624 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9285).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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FAST sequence mining based on sparse id-lists
Salvemini, E., Fumarola, F., Malerba, D. & Han, J., Jul 14 2011, Foundations of Intelligent Systems - 19th International Symposium, ISMIS 2011, Proceedings. p. 316-325 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6804 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Finding top-k shortest path distance changes in an evolutionary network
Gupta, M., Aggarwal, C. C. & Han, J., Sep 19 2011, Advances in Spatial and Temporal Databases - 12th International Symposium, SSTD 2011, Proceedings. p. 130-148 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6849 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Foreword
Han, J., Dec 1 2011, Social Network Mining, Analysis, and Research Trends: Techniques and Applications. IGI Global, p. xviiiResearch output: Chapter in Book/Report/Conference proceeding › Foreword/postscript
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Frequent pattern mining
Aggarwal, C. C. & Han, J., Jul 1 2014, Springer International Publishing. 471 p.Research output: Book/Report/Conference proceeding › Book
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From truth discovery to trustworthy opinion discovery: An uncertainty-aware quantitative modeling approach
Wan, M., Chen, X., Kaplan, L., Han, J., Gao, J. & Zhao, B., Aug 13 2016, KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1885-1894 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 13-17-August-2016).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Generalized decision aggregation in distributed sensing systems
Su, L., Li, Q., Hu, S., Wang, S., Gao, J., Liu, H., Abdelzaher, T. F., Han, J., Liu, X., Gao, Y. & Kaplan, L., Jan 14 2015, Proceedings - IEEE 35th Real-Time Systems Symposium, RTSS 2014. January ed. Institute of Electrical and Electronics Engineers Inc., p. 1-10 10 p. 7010369. (Proceedings - Real-Time Systems Symposium; vol. 2015-January, no. January).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Generalized fisher score for feature selection
Gu, Q., Li, Z. & Han, J., Sep 29 2011, p. 266-273. 8 p.Research output: Contribution to conference › Paper › peer-review
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GeoBurst: Real-time local event detection in geo-tagged tweet streams
Zhang, C., Zhou, G., Yuan, Q., Zhuang, H., Zheng, Y., Kaplan, L., Wang, S. & Han, J., Jul 7 2016, SIGIR 2016 - Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 513-522 10 p. (SIGIR 2016 - Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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GeoBurst+: Effective and real-time local event detection in geo-tagged tweet streams
Zhang, C., Lei, D., Yuan, Q., Zhuang, H., Kaplan, L., Wang, S. & Han, J., Feb 2018, In: ACM Transactions on Intelligent Systems and Technology. 9, 3, 34.Research output: Contribution to journal › Article › peer-review
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Geo-friends recommendation in GPS-based cyber-physical social network
Yu, X., Pan, A., Tang, L. A., Li, Z. & Han, J., Sep 19 2011, Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011. p. 361-368 8 p. 5992600. (Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Geographical topic discovery and comparison
Yin, Z., Cao, L., Han, J., Zhai, C. & Huang, T. S., Dec 1 2011, Proceedings of the 20th International Conference on World Wide Web, WWW 2011. p. 247-256 10 p. (Proceedings of the 20th International Conference on World Wide Web, WWW 2011).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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gIceberg: Towards iceberg analysis in large graphs
Li, N., Guan, Z., Ren, L., Wu, J., Han, J. & Yan, X., Aug 15 2013, ICDE 2013 - 29th International Conference on Data Engineering. p. 1021-1032 12 p. 6544894. (Proceedings - International Conference on Data Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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GIN: A clustering model for capturing dual heterogeneity in networked data
Liu, J., Wang, C., Gao, J., Gu, Q., Aggarwal, C., Kaplan, L. & Han, J., Jan 1 2015, SIAM International Conference on Data Mining 2015, SDM 2015. Venkatasubramanian, S. & Ye, J. (eds.). Society for Industrial and Applied Mathematics Publications, p. 388-396 9 p. (SIAM International Conference on Data Mining 2015, SDM 2015).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
GMove: Group-level mobility modeling using geo-tagged social media
Zhang, C., Zhang, K., Yuan, Q., Zhang, L., Hanratty, T. & Han, J., Aug 13 2016, KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1305-1314 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 13-17-August-2016).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Graph cube: On warehousing and OLAP multidimensional networks
Zhao, P., Li, X., Xin, D. & Han, J., Jul 11 2011, Proceedings of SIGMOD 2011 and PODS 2011. p. 853-864 12 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Graph regularized meta-path based transductive regression in heterogeneous information network
Wan, M., Ouyang, Y., Kaplan, L. & Han, J., 2015, SIAM International Conference on Data Mining 2015, SDM 2015. Venkatasubramanian, S. & Ye, J. (eds.). Society for Industrial and Applied Mathematics Publications, p. 918-926 9 p. (SIAM International Conference on Data Mining 2015, SDM 2015).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Graph regularized nonnegative matrix factorization for data representation
Cai, D., He, X., Han, J. & Huang, T. S., 2011, In: IEEE transactions on pattern analysis and machine intelligence. 33, 8, p. 1548-1560 13 p., 5674058.Research output: Contribution to journal › Article › peer-review
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Growing parallel paths for entity-page discovery
Weninger, T., Fumarola, F., Lin, C. X., Barber, R., Han, J. & Malerba, D., Apr 29 2011, Proceedings of the 20th International Conference Companion on World Wide Web, WWW 2011. p. 145-146 2 p. (Proceedings of the 20th International Conference Companion on World Wide Web, WWW 2011).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Heterogeneous graph-based intent learning with queries, web pages and Wikipedia concepts
Ren, X., Wang, Y., Yu, X., Yan, J., Chen, Z. & Han, J., 2014, WSDM 2014 - Proceedings of the 7th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 23-32 10 p. (WSDM 2014 - Proceedings of the 7th ACM International Conference on Web Search and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Hierarchical aggregate classification with limited supervision for data reduction in wireless sensor networks
Su, L., Gao, J., Yang, Y., Abdelzaher, T. F., Ding, B. & Han, J., Dec 19 2011, SenSys 2011 - Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems. p. 40-53 14 p. (SenSys 2011 - Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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HiExpan: Task-guided taxonomy construction by hierarchical tree expansion
Shen, J., Wu, Z., Lei, D., Zhang, C., Ren, X., Vanni, M. T., Sadler, B. M. & Han, J., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2180-2189 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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HyLiEn: A hybrid approach to general list extraction on the web
Fumarola, F., Weninger, T., Barber, R., Malerba, D. & Han, J., Apr 29 2011, Proceedings of the 20th International Conference Companion on World Wide Web, WWW 2011. p. 35-36 2 p. (Proceedings of the 20th International Conference Companion on World Wide Web, WWW 2011).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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I know you'll be back: Interpretable new user clustering and churn prediction on a mobile social application
Yang, C., Shi, X., Luo, J. & Han, J., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 914-922 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
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Incorporating world knowledge to document clustering via heterogeneous information networks
Wang, C., Song, Y., El-Kishky, A., Roth, D., Zhang, M. & Han, J., Aug 10 2015, KDD 2015 - Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1215-1224 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2015-August).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Indirect supervision for relation extraction using question-answer pairs
Wu, Z., Ren, X., Xu, F. F., Li, J. & Han, J., Feb 2 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 646-654 9 p. (WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining; vol. 2018-Febuary).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Inferring human mobility patterns from taxicab location traces
Ganti, R., Srivatsa, M., Ranganathan, A. & Han, J., 2013, UbiComp 2013 - Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing. p. 459-468 10 p. (UbiComp 2013 - Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Integrating community matching and outlier detection for mining evolutionary community outliers
Gupta, M., Gao, J., Sun, Y. & Han, J., Sep 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 859-867 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