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Research Output

Accessing the deep Web

He, B., Patel, M., Zhang, Z. & Chang, K. C. C., May 1 2007, In : Communications of the ACM. 50, 5, p. 94-101 8 p.

Research output: Contribution to journalArticle

Accessing the web: From search to integration

Chang, K. C. C. & Cho, J., Dec 1 2006, SIGMOD 2006 - Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 804-805 2 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

A Comprehensive Survey of Graph Embedding: Problems, Techniques, and Applications

Cai, H., Zheng, V. W. & Chang, K. C. C., Sep 1 2018, In : IEEE Transactions on Knowledge and Data Engineering. 30, 9, p. 1616-1637 22 p., 8294302.

Research output: Contribution to journalArticle

A holistic paradigm for large scale schema matching

He, B. & Chang, K. C. C., Dec 2004, In : SIGMOD Record. 33, 4, p. 20-25 6 p.

Research output: Contribution to journalArticle

AIDE: Ad-hoc intents detection engine over query logs

Jiang, Y., Yang, H. T., Chang, K. C-C. & Chen, Y. S., Dec 4 2009, SIGMOD-PODS'09 - Proceedings of the International Conference on Management of Data and 28th Symposium on Principles of Database Systems. p. 1091-1093 3 p. (SIGMOD-PODS'09 - Proceedings of the International Conference on Management of Data and 28th Symposium on Principles of Database Systems).

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

Anti-freeze for large and complex spreadsheets: Asynchronous formula computation

Bendre, M., Wattanawaroon, T., Mack, K., Chang, K. C-C. & Parameswaran, A. G., Jun 25 2019, SIGMOD 2019 - Proceedings of the 2019 International Conference on Management of Data. Association for Computing Machinery, p. 1277-1294 18 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

Approximate query mapping: Accounting for translation closeness

Chang, K. C-C. & García-Molina, H., Oct 1 2001, In : VLDB Journal. 10, 2-3, p. 155-181 27 p.

Research output: Contribution to journalArticle

Approximate query translation across heterogeneous information sources

Chang, C. C. K. & Garcia-Molina, H., Dec 1 2000, Proceedings of the 26th International Conference on Very Large Data Bases, VLDB'00. p. 566-577 12 p. (Proceedings of the 26th International Conference on Very Large Data Bases, VLDB'00).

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

Authenticity and credibility aware detection of adverse drug events from social media

Hoang, T., Liu, J., Pratt, N., Zheng, V. W., Chang, K. C., Roughead, E. & Li, J., Dec 2018, In : International Journal of Medical Informatics. 120, p. 157-171 15 p.

Research output: Contribution to journalArticle

Authenticity and credibility aware detection of adverse drug events from social media

Hoang, T., Liu, J., Pratt, N., Zheng, V. W., Chang, K. C., Roughead, E. & Li, J., Dec 2018, In : International Journal of Medical Informatics. 120, p. 101-115 15 p.

Research output: Contribution to journalArticle

Automatic complex schema matching across web query interfaces: A correlation mining approach

He, B. & Chang, K. C. C., Jun 26 2006, In : ACM Transactions on Database Systems. 31, 1, p. 346-395 50 p.

Research output: Contribution to journalArticle

Beyond pages: Supporting efficient, scalable entity search with dual-inversion index

Cheng, T. & Chang, K. C-C., May 19 2010, Advances in Database Technology - EDBT 2010 - 13th International Conference on Extending Database Technology, Proceedings. p. 15-26 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

Boolean + ranking: Querying a database by k-constrained optimization

Zhang, Z., Hwang, S. W., Chang, K. C-C., Wang, M., Lang, C. A. & Chang, Y. C., Dec 1 2006, SIGMOD 2006 - Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 359-370 12 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

Boolean query mapping across heterogeneous information sources

Chang, K. C. C., Garcia-Molina, H. & Paepcke, A., Dec 1 1996, In : IEEE Transactions on Knowledge and Data Engineering. 8, 4, p. 515-521 7 p.

Research output: Contribution to journalArticle

Characterizing scalability issues in spreadsheet software using online forums

Mack, K., Lee, J., Chang, K., Karahalios, K. & Parameswaran, A., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, CS04. (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

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

Cold-start heterogeneous-device wireless localization

Zheng, V. W., Cao, H., Gao, S., Adhikari, A., Lin, M. & Chang, K. C. C., Jan 1 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI Press, p. 1429-1435 7 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

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

Collaborative wrapping: A turbo framework for Web data extraction

Chuang, S. L., Chang, K. C. C. & Zhai, C. X., Sep 24 2007, 23rd International Conference on Data Engineering, ICDE 2007. p. 1261-1262 2 p. 4221778. (Proceedings - International Conference on Data Engineering).

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

Confidence-aware graph regularization with heterogeneous pairwise features

Fang, Y., Hsu, B. J. & Chang, K. C. C., 2012, SIGIR'12 - Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 951-960 10 p. (SIGIR'12 - Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

Conjunctive constraint mapping for data translation

Chang, K. C-C. & Garcia-Molina, H., 1998, Proceedings of the ACM International Conference on Digital Libraries. ACM, p. 49-58 10 p.

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

Context-aware wrapping: Synchronized data extraction

Chuang, S. L., Chang, K. C. C. & Zhai, C. X., Jan 1 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. 699-710 12 p. (33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings).

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

Data mining for Web intelligence

Han, J. & Chang, K. C. C., Nov 1 2002, Computer, 35, 11, p. 64-70+7.

Research output: Contribution to specialist publicationArticle

Data-oriented content query system: Searching for data into text on the web

Zhou, M., Cheng, T. & Chang, K. C. C., Apr 20 2010, WSDM 2010 - Proceedings of the 3rd ACM International Conference on Web Search and Data Mining. p. 121-130 10 p. (WSDM 2010 - Proceedings of the 3rd ACM International Conference on Web Search and Data Mining).

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

DATASPREAD: Unifying databases and spreadsheets

Bendre, M., Sun, B., Zhang, D., Zhou, X., Chang, K. C. C. & Parameswaran, A., Jan 1 2015, Proceedings of the VLDB Endowment. 12 ed. Association for Computing Machinery, p. 2000-2003 4 p. (Proceedings of the VLDB Endowment; vol. 8, no. 12).

Research output: Chapter in Book/Report/Conference proceedingChapter

Detecting signals of detrimental prescribing cascades from social media

Hoang, T., Liu, J., Pratt, N., Zheng, V. W., Chang, K. C., Roughead, E. & Li, J., Jul 1 2016, In : Artificial Intelligence in Medicine. 71, p. 43-56 14 p.

Research output: Contribution to journalArticle

Dewex: An exploration facility for enabling the deep Web integration

Kabra, G., Zhang, Z. & Chang, K. C-C., Sep 24 2007, 23rd International Conference on Data Engineering, ICDE 2007. p. 1511-1512 2 p. 4221848. (Proceedings - International Conference on Data Engineering).

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

Discovering maximal motif cliques in large heterogeneous information networks

Hu, J., Cheng, R., Chang, K. C. C., Sankar, A., Fang, Y. & Lam, B. Y. H., Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 746-757 12 p. 8731437. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

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

Distance-sware DAG embedding for proximity search on heterogeneous graphs

Liu, Z., Zheng, V. W., Zhao, Z., Zhu, F., Chang, K. C. C., Wu, M. & Ying, J., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI Press, p. 2355-2362 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

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

DoCQS: A prototype system for supporting data-oriented content query

Zhou, M., Cheng, T. & Chang, K. C-C., Jul 23 2010, Proceedings of the 2010 International Conference on Management of Data, SIGMOD '10. p. 1211-1214 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

Embedding Both Finite and Infinite Communities on Graphs [Application Notes]

Cavallari, S., Cambria, E., Cai, H., Chang, K. C. C. & Zheng, V. W., Aug 2019, In : IEEE Computational Intelligence Magazine. 14, 3, p. 39-50 12 p., 8764640.

Research output: Contribution to journalArticle

Enabling soft queries for data retrieval

Yu, H., Hwang, S. W. & Chang, K. C-C., Jun 1 2007, In : Information Systems. 32, 4, p. 560-574 15 p.

Research output: Contribution to journalArticle

Entity-centric document filtering: Boosting feature mapping through meta-features

Zhou, M. & Chang, K. C. C., Dec 11 2013, CIKM 2013 - Proceedings of the 22nd ACM International Conference on Information and Knowledge Management. p. 119-128 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

EntityRank: Searching entities directly and holistically

Cheng, T., Yan, X. & Chang, K. C. C., Jan 1 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. 387-398 12 p. (33rd International Conference on Very Large Data Bases, VLDB 2007 - Conference Proceedings).

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

Entity search engine: Towards agile best-effort information integration over the Web

Cheng, T. & Chang, K. C. C., Dec 1 2007, p. 108-113. 6 p.

Research output: Contribution to conferencePaper

Evaluating the cost of Boolean query mapping

Chang, C. C. K. & Garcia-Molina, H., Jan 1 1997, p. 103-112. 10 p.

Research output: Contribution to conferencePaper

Extensible constructor tool for the rapid, interactive design of query synthesizers

Baldonado, M., Katz, S., Paepcke, A., Chang, C. C. K., Garcia-Molina, H. & Winograd, T., 1998, p. 19-28. 10 p.

Research output: Contribution to conferencePaper

Faster, higher, stronger: Redesigning spreadsheets for scale

Bendre, M., Wattanawaroon, T., Rahman, S., Mack, K., Liu, Y., Zhu, S., Lu, Y., Yang, P. J., Zhou, X., Chang, K. C. C., Karahalios, K. & Parameswaran, A., Apr 2019, Proceedings - 2019 IEEE 35th International Conference on Data Engineering, ICDE 2019. IEEE Computer Society, p. 1972-1975 4 p. 8731567. (Proceedings - International Conference on Data Engineering; vol. 2019-April).

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

From community detection to community profiling

Cai, H., Zheng, V. W., Zhu, F., Chang, K. C. C. & Huang, Z., Jan 1 2017, In : Proceedings of the VLDB Endowment. 10, 7, p. 817-828 12 p.

Research output: Contribution to journalConference article

Graph-based Semi-supervised Learning: Realizing pointwise smoothness probabilistically

Fang, Y., Chang, K. C. C. & Lauw, H. W., Jan 1 2014, 31st International Conference on Machine Learning, ICML 2014. International Machine Learning Society (IMLS), p. 1736-1754 19 p. (31st International Conference on Machine Learning, ICML 2014; vol. 2).

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

Heterogeneous Embedding Propagation for Large-Scale E-Commerce User Alignment

Zheng, V. W., Sha, M., Li, Y., Yang, H., Fang, Y., Zhang, Z., Tan, K. L. & Chang, K. C. C., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 1434-1439 6 p. 8595007. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

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

Heterogeneous learner for web page classification

Yu, H., Chang, K. C. C. & Han, J., Dec 1 2002, Proceedings - 2002 IEEE International Conference on Data Mining, ICDM 2002. p. 538-545 8 p. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

Hierarchical multi-armed bandits for discovering hidden populations

Kumar, S., Gao, H., Wang, C., Chang, K. C. C. & Sundaram, H., Aug 27 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 145-153 9 p. (Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019).

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

Incremental and accuracy-aware personalized pagerank through scheduled approximation

Zhu, F., Fang, Y., Chang, K. C. C. & Ying, J., 2013, In : Proceedings of the VLDB Endowment. 6, 6, p. 481-492 12 p.

Research output: Contribution to journalArticle

Integrating web query results: Holistic schema matching

Chuang, S. L. & Chang, K. C. C., Dec 1 2008, Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM'08. p. 33-42 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

IntelligShop: Enabling Intelligent Shopping in Malls through Location-Based Augmented Reality

Adhikari, A., Zheng, V. W., Cao, H., Lin, M., Fang, Y. & Chang, K. C. C., Jan 29 2016, Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015. Wu, X., Tuzhilin, A., Xiong, H., Dy, J. G., Aggarwal, C., Zhou, Z-H. & Cui, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1604-1607 4 p. 7395868. (Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015).

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

Interoperability for digital libraries worldwide

Paepcke, A., Chang, K. C-C., Garcia-Molina, H. & Winograd, T., Apr 1998, In : Communications of the ACM. 41, 4, p. 33-43 11 p.

Research output: Contribution to journalArticle

Interoperability for Digital Libraries Worldwide

Paepcke, A., Chang, C. C. K., García-Molina, H. & Winograd, T., Apr 1 1998, In : Communications of the ACM. 41, 4

Research output: Contribution to journalArticle

Knocking the door to the deep Web: Integrating Web query interfaces

He, B., Zhang, Z. & Chang, K. C-C., Jul 27 2004, In : Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 913-914 2 p.

Research output: Contribution to journalConference article