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Research Output

Article

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

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

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

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

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

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

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

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

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

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

Mind Your Vocabulary: Query Mapping Across Heterogeneous Information Sources

Chang, C. C. K. & García-Molina, H., Jun 1999, In : SIGMOD Record (ACM Special Interest Group on Management of Data). 28, 2, p. 335-346 12 p.

Research output: Contribution to journalArticle

Multiple location profiling for users and relationships from social network and content

Li, R., Wang, S. & Chang, K. C. C., Jul 2012, In : Proceedings of the VLDB Endowment. 5, 11, p. 1603-1614 12 p.

Research output: Contribution to journalArticle

Nonintrusive Smartphone User Verification Using Anonymized Multimodal Data

Cao, H. & Chang, K. C. C., Mar 1 2019, In : IEEE Transactions on Knowledge and Data Engineering. 31, 3, p. 479-492 14 p., 8341498.

Research output: Contribution to journalArticle

Optimizing top-k queries for middleware access: A unified cost-based approach

Hwang, S. W. & Chang, K. C. C., Mar 1 2007, In : ACM Transactions on Database Systems. 32, 1, 5.

Research output: Contribution to journalArticle

PEBL: Web Page Classification without Negative Examples

Yu, H., Man, J. & Chang, K. C. C., Jan 1 2004, In : IEEE Transactions on Knowledge and Data Engineering. 16, 1, p. 70-81 12 p.

Research output: Contribution to journalArticle

Predicate rewriting for translating Boolean queries in a heterogeneous information system

Chang, C. C. K., García-Molina, H. & Paepcke, A., Jan 1999, In : ACM Transactions on Information Systems. 17, 1, p. 1-39 39 p.

Research output: Contribution to journalArticle

Probabilistic top-k and ranking-aggregate queries

Soliman, M. A., Ilyas, I. F. & Chang, K. C. C., Aug 1 2008, In : ACM Transactions on Database Systems. 33, 3, 13.

Research output: Contribution to journalArticle

Probe minimization by schedule optimization: Supporting top-K queries with expensive predicates

Hwang, S. W. & Chang, K. C-C., May 1 2007, In : IEEE Transactions on Knowledge and Data Engineering. 19, 5, p. 646-662 17 p.

Research output: Contribution to journalArticle

Scheduled approximation for Personalized PageRank with Utility-based Hub Selection

Zhu, F., Fang, Y., Chang, K. C. C. & Ying, J., Oct 22 2015, In : VLDB Journal. 24, 5, p. 655-679 25 p.

Research output: Contribution to journalArticle

Semi-supervised learning meets factorization: Learning to recommend with chain graph model

Chen, C., Chang, K. C. C., Li, Q. & Zheng, X., Aug 2018, In : ACM Transactions on Knowledge Discovery from Data. 12, 6, a73.

Research output: Contribution to journalArticle

STARTS: Stanford Proposal for Internet Meta-Searching

Gravano, L., Chang, C. C. K., Paepcke, A. & García-Molina, H., Jun 1997, In : SIGMOD Record (ACM Special Interest Group on Management of Data). 26, 2, p. 207-218 12 p.

Research output: Contribution to journalArticle

The Stanford Digital Library metadata architectur

Baldonado, M., Chang, C. C. K., Gravano, L. & Paepcke, A., Dec 1 1997, In : International Journal on Digital Libraries. 1, 2, p. 108-121 14 p.

Research output: Contribution to journalArticle

Towards social data platform: Automatic topic-focused monitor for twitter stream

Li, R., Wang, S. & Chang, C. C. C., Sep 2013, In : Proceedings of the VLDB Endowment. 6, 14, p. 1966-1977 12 p.

Research output: Contribution to journalArticle

Trustworthy keyword search for compliance storage

Mitra, S., Winslett, M., Hsu, W. W. & Chang, K. C. C., Mar 1 2008, In : VLDB Journal. 17, 2, p. 225-242 18 p.

Research output: Contribution to journalArticle

Using Distributed Objects to Build the Stanford Digital Library Infobus

Paepcke, A., Wang Baldonado, M. Q., Chang, C. C. K., Cousins, S. & Garcia-Molina, H., Feb 1 1999, Computer, 32, 2, p. 80-87 8 p.

Research output: Contribution to specialist publicationArticle

Chapter

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

Conference article

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

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

MetaQuerier: Querying structured web sources on-the-fly

He, B., Zhang, Z. & Chang, K. C-C., Dec 1 2005, In : Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 927-929 3 p.

Research output: Contribution to journalConference article

Minimal probing: Supporting expensive predicates for top-K queries

Chang, K. C-C. & Hwang, S. W., Sep 17 2002, In : Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 346-357 12 p.

Research output: Contribution to journalConference article

RankSQL: Query algebra and optimization for relational top-k queries

Li, C., Chang, K. C. C., Ilyas, I. F. & Song, S., Dec 1 2005, In : Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 131-142 12 p.

Research output: Contribution to journalConference article

Statistical Schema Matching across Web Query Interfaces

He, B. & Chang, K. C-C., Dec 1 2003, In : Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 217-228 12 p.

Research output: Contribution to journalConference article

TEDAS: A twitter-based event detection and analysis system

Li, R., Lei, K. H., Khadiwala, R. & Chang, K. C-C., Jul 30 2012, In : Proceedings - International Conference on Data Engineering. p. 1273-1276 4 p., 6228186.

Research output: Contribution to journalConference article

Understanding web query interfaces: Best-effort parsing with hidden syntax

Zhang, Z., He, B. & Chang, K. C-C., Jul 27 2004, In : Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 107-118 12 p.

Research output: Contribution to journalConference article

Conference contribution

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

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 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

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

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., Sep 28 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