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  • Conference contribution

    Pattern-enhanced Named Entity Recognition with Distant Supervision

    Wang, X., Guan, Y., Zhang, Y., Li, Q. & Han, J., Dec 10 2020, Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020. Wu, X., Jermaine, C., Xiong, L., Hu, X. T., Kotevska, O., Lu, S., Xu, W., Aluru, S., Zhai, C., Al-Masri, E., Chen, Z. & Saltz, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 818-827 10 p. 9378052. (Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020).

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

  • P-Cube: Answering preference queries in multi-dimensional space

    Xin, D. & Han, J., Oct 1 2008, Proceedings of the 2008 IEEE 24th International Conference on Data Engineering, ICDE'08. p. 1092-1100 9 p. 4497518. (Proceedings - International Conference on Data Engineering).

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

  • Peer to peer botnet detection for cyber-security: A data mining approach

    Khan, L., Masud, M. M., Gao, J., Han, J. & Thuraisingham, B., 2008, CSIIRW'08 - 4th Annual Cyber Security and Information Intelligence Research Workshop: Developing Strategies to Meet the Cyber Security and Information Intelligence Challenges Ahead. a39. (CSIIRW'08 - 4th Annual Cyber Security and Information Intelligence Research Workshop: Developing Strategies to Meet the Cyber Security and Information Intelligence Challenges Ahead).

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

  • PENNER: Pattern-enhanced Nested Named Entity Recognition in Biomedical Literature

    Wang, X., Zhang, Y., Li, Q., Wu, C. H. & Han, J., Jan 21 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 540-547 8 p. 8621485. (Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018).

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

  • PerRank: Personalized rank retrieval with categorical and numerical attributes

    Kim, S., Kim, J., Ko, Y., Hwang, S. W. & Han, J., 2008, Proceedings - The 9th International Conference on Web-Age Information Management, WAIM 2008. p. 270-277 8 p. 4597024. (Proceedings - The 9th International Conference on Web-Age Information Management, WAIM 2008).

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

  • Personalized entity recommendation: A heterogeneous information network approach

    Yu, X., Ren, X., Sun, Y., Gu, Q., Sturt, B., Khandelwal, U., Norick, B. & Han, J., 2014, WSDM 2014 - Proceedings of the 7th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 283-292 10 p. (WSDM 2014 - Proceedings of the 7th ACM International Conference on Web Search and Data Mining).

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

  • PET: A statistical model for popular events tracking in social communities

    Lin, C. X., Zhao, B., Mei, Q. & Han, J., Sep 7 2010, KDD'10 - Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data. p. 929-938 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • Place deduplication with embeddings

    Yang, C., Mikolov, T., Hoang, D. H. & Han, J., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 3420-3426 7 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

    Open Access
  • Power watermarking: Facilitating power-based diagnosis of node silence in remote high-end sensing systems

    Yang, Y., Su, L., Khan, M., Lemay, M., Abdelzaher, T. & Han, J., Jun 23 2011, Proceedings of the 10th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN'11. p. 159-160 2 p. 5779094. (Proceedings of the 10th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN'11).

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

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

    Zhao, P., Han, J. & Sun, Y., Dec 1 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 proceedingConference contribution

  • PRED: Periodic region detection for mobility modeling of social media users

    Yuan, Q., Zhang, W., Zhang, C., Geng, X., Cong, G. & Han, J., Feb 2 2017, WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 263-272 10 p. (WSDM 2017 - Proceedings of the 10th ACM International Conference on Web Search and Data Mining).

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

  • PReP: Path-based relevance from a probabilistic perspective in heterogeneous information networks

    Shi, Y., Chan, P. W., Zhuang, H., Gui, H. & Han, J., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 425-434 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129685).

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

  • Privacy-aware regression modeling of participatory sensing data

    Ahmadi, H., Pham, N., Ganti, R., Abdelzaher, T., Nath, S. & Han, J., 2010, SenSys 2010 - Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems. p. 99-112 14 p. (SenSys 2010 - Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems).

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

  • Privacy risk in anonymized heterogeneous information networks

    Zhang, A., Gunter, C. A., Xie, X., Han, J., Chang, K. C. C. & Wang, X., 2014, Advances in Database Technology - EDBT 2014: 17th International Conference on Extending Database Technology, Proceedings. Leroy, V., Christophides, V., Christophides, V., Idreos, S., Kementsietsidis, A., Garofalakis, M. & Amer-Yahia, S. (eds.). OpenProceedings.org, University of Konstanz, University Library, p. 595-606 12 p. (Advances in Database Technology - EDBT 2014: 17th International Conference on Extending Database Technology, Proceedings).

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

  • Probabilistic topic models with biased propagation on heterogeneous information networks

    Deng, H., Han, J., Zhao, B., Yu, Y. & Lin, C. X., Sep 16 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. p. 1271-1279 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    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

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

    Xin, D., Han, J. & Chang, K. C-C., Oct 30 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 proceedingConference contribution

  • Progressive clustering of networks using structure-connected order of traversal

    Bortner, D. & Han, J., Jun 1 2010, 26th IEEE International Conference on Data Engineering, ICDE 2010 - Conference Proceedings. p. 653-656 4 p. 5447895. (Proceedings - International Conference on Data Engineering).

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

  • Quality of information based data selection and transmission in wireless sensor networks

    Su, L., Hu, S., Li, S., Liang, F., Gao, J., Abdelzaher, T. F. & Han, J., Dec 1 2012, Proceedings of the 2012 IEEE 33rd Real-Time Systems Symposium, RTSS 2012. p. 327-338 12 p. 6424815. (Proceedings - Real-Time Systems Symposium).

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

  • Query-Based Outlier Detection in Heterogeneous Information Networks

    Kuck, J., Zhuang, H., Yan, X., Cam, H. & Han, J., Mar 2015, Advances in database technology: proceedings. International Conference on Extending Database Technology. Vol. 2015. p. 325-336 12 p.

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

    Open Access
  • Query-driven discovery of semantically similar substructures in heterogeneous networks

    Yu, X., Sun, Y., Zhao, P. & Han, J., Sep 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1500-1503 4 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • Query-specific knowledge summarization with entity evolutionary networks

    Yang, C., Gan, L., Wang, Z., Shen, J., Xiao, J. & Han, J., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2121-2124 4 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • RankCompete: Simultaneous ranking and clustering of web photos

    Cao, L., Del Pozo, A., Jin, X., Luo, J., Han, J. & Huang, T. S., Jul 20 2010, Proceedings of the 19th International Conference on World Wide Web, WWW '10. p. 1071-1072 2 p. (Proceedings of the 19th International Conference on World Wide Web, WWW '10).

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

  • Ranking-based classification of heterogeneous information networks

    Ji, M., Han, J. & Danilevsky, M., Sep 16 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. p. 1298-1306 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

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

    Sun, Y., Yu, Y. & Han, J., Nov 9 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 proceedingConference contribution

  • Ranking-based name matching for author disambiguation in bibliographic data

    Liu, J., Lei, K. H., Liu, J. Y., Wang, C. & Han, J., 2013, Proceedings of the 2013 KDD Cup 2013 Workshop. Association for Computing Machinery, (Proceedings of the 2013 KDD Cup 2013 Workshop).

    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

  • React: Online multimodal embedding for recency-Aware spatiotemporal activity modeling

    Zhang, C., Zhang, K., Yuan, Q., Tao, F., Zhang, L., Hanratty, T. & Han, J., Aug 7 2017, SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 245-254 10 p. (SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

  • Reader-Guided Passage Reranking for Open-Domain Question Answering

    Mao, Y., He, P., Liu, X., Shen, Y., Gao, J., Han, J. & Chen, W., 2021, Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. Zong, C., Xia, F., Li, W. & Navigli, R. (eds.). Association for Computational Linguistics (ACL), p. 344-350 7 p. (Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021).

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

  • Recommendation in heterogeneous information networks with implicit user feedback

    Yu, X., Ren, X., Sun, Y., Sturt, B., Khandelwal, U., Gu, Q., Norick, B. & Han, J., 2013, RecSys 2013 - Proceedings of the 7th ACM Conference on Recommender Systems. p. 347-350 4 p. (RecSys 2013 - Proceedings of the 7th ACM Conference on Recommender Systems).

    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

  • Region-based online promotion analysis

    Wu, T., Sun, Y., Li, C. & Han, J., May 19 2010, Advances in Database Technology - EDBT 2010 - 13th International Conference on Extending Database Technology, Proceedings. p. 63-74 12 p. (Advances in Database Technology - EDBT 2010 - 13th International Conference on Extending Database Technology, Proceedings).

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

  • Regions, periods, activities: Uncovering urban dynamics via cross-modal representation learning

    Zhang, C., Zhang, K., Yuan, Q., Peng, H., Zheng, Y., Hanratty, T., Wang, S. & Han, J., 2017, 26th International World Wide Web Conference, WWW 2017. International World Wide Web Conferences Steering Committee, p. 361-370 10 p. 3052601. (26th International World Wide Web Conference, WWW 2017).

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

  • Relation learning on social networks with multi-modal graph edge variational autoencoders

    Yang, C., Zhang, J., Wang, H., Li, S., Kim, M., Walker, M., Xiao, Y. & Han, J., Jan 20 2020, WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 699-707 9 p. (WSDM 2020 - Proceedings of the 13th International Conference on Web Search and Data Mining).

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

    Open Access
  • Reliability-aware dynamic feature composition for name tagging

    Lin, Y., Liu, L., Ji, H., Yu, D. & Han, J., 2020, ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 165-174 10 p. (ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference).

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

  • RelSim: Relation similarity search in schema-rich heterogeneous information networks

    Wang, C., Sun, Y., Song, Y., Han, J., Song, Y., Wang, L. & Zhang, M., 2016, 16th SIAM International Conference on Data Mining 2016, SDM 2016. Venkatasubramanian, S. C. & Meira, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 621-629 9 p. (16th SIAM International Conference on Data Mining 2016, SDM 2016).

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

    Open Access
  • Representing documents via latent keyphrase inference

    Liu, J., Ren, X., Shang, J., Cassidy, T., Voss, C. R. & Han, J., 2016, 25th International World Wide Web Conference, WWW 2016. International World Wide Web Conferences Steering Committee, p. 1057-1067 11 p. (25th International World Wide Web Conference, WWW 2016).

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

  • Research-insight: Providing insight on research by publication network analysis

    Tao, F., Yu, X., Lei, K. H., Brova, G., Cheng, X., Han, J., Kanade, R., Sun, Y., Wang, C., Wang, L. & Weninger, T., Jul 29 2013, SIGMOD 2013 - International Conference on Management of Data. p. 1093-1096 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

  • Resolving conflicts in heterogeneous data by truth discovery and source reliability estimation

    Li, Q., Li, Y., Gao, J., Zhao, B., Fan, W. & Han, J., 2014, SIGMOD 2014 - Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, p. 1187-1198 12 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

  • Resolving entity morphs in censored data

    Huang, H., Wen, Z., Yu, D., Ji, H., Sun, Y., Han, J. & Li, H., 2013, Long Papers. Association for Computational Linguistics (ACL), p. 1083-1093 11 p. (ACL 2013 - 51st Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference; vol. 1).

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

  • Retrieving k-nearest neighboring trajectories by a set of point locations

    Tang, L. A., Zheng, Y., Xie, X., Yuan, J., Yu, X. & Han, J., 2011, Advances in Spatial and Temporal Databases - 12th International Symposium, SSTD 2011, Proceedings. p. 223-241 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 proceedingConference 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 proceedingConference contribution

  • Robust classification of information networks by consistent graph learning

    Zhi, S., Han, J. & Gu, Q., 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, p. 752-767 16 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 proceedingConference contribution

  • Sampling cube: A framework for statistical OLAP over sampling data

    Li, X., Han, J., Yin, Z., Lee, J. G. & Sun, Y., 2008, SIGMOD 2008: Proceedings of the ACM SIGMOD International Conference on Management of Data 2008. p. 779-790 12 p. 1376695. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    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