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Research Output 1996 2019

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Article
2019

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

Graph in graph theory
Visualization
Community Detection
Vertex of a graph
Community
2018

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

Taxonomies
Costs

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

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

Research output: Contribution to journalArticle

Social Media
Drug-Related Side Effects and Adverse Reactions
Benchmarking
Information Storage and Retrieval
Pharmaceutical Preparations

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

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

Research output: Contribution to journalArticle

Social Media
Drug-Related Side Effects and Adverse Reactions
Benchmarking
Information Storage and Retrieval
Pharmaceutical Preparations

Nonintrusive Smartphone User Verification Using Anonymized Multimodal Data

Cao, H. & Chang, K. C-C., Apr 18 2018, (Accepted/In press) In : IEEE Transactions on Knowledge and Data Engineering.

Research output: Contribution to journalArticle

Smartphones
Hidden Markov models
Authentication
Costs

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

Supervised learning
Factorization
Bayesian networks
Scalability
Labels
2016

Detecting signals of detrimental prescribing cascades from social media

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

Research output: Contribution to journalArticle

Social Media
Health
Uncertainty
Prescriptions
Availability
2015

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

Query processing
Hinges
Processing
2013

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

Query processing
Hinges
Processing

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

Application programming interfaces (API)
Sampling
Monitoring
Costs
Experiments
2012

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

Experiments
2008

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

Semantics
Agglomeration
Query processing
Processing
Decision making

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

Merging
Experiments
Compliance
2007

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

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

Query processing
Digital cameras
Sales
Feedback
Query

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

Middleware
Costs

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

Scheduling
Middleware
Costs
2006

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

Interfaces (computer)
Semantics
Internet
Experiments
2004

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

Semantics
Schema
Clustering
Query
Clustering algorithms
Model

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

Websites
Classifiers
World Wide Web
Experiments
2002

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

World Wide Web
Data mining
Websites
Tinning
HTML
2001

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

Semantics
1999

Mind Your Vocabulary: Query Mapping Across Heterogeneous Information Sources

Chang, K. C-C. & 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

Semantics

Predicate rewriting for translating Boolean queries in a heterogeneous information system

Chang, K. C-C., 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

Query languages
Information systems
Costs
Query

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

Digital libraries
Internet
1998

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

Digital libraries
Digital Libraries
Interoperability
Bibliographies

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

Digital libraries
Digital Libraries
Interoperability
1997

STARTS: Stanford Proposal for Internet Meta-Searching

Gravano, L., Chang, K. C-C., 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

Internet
Search engines
Network protocols
Digital libraries
Metadata

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

information service
infrastructure
information processing
1996

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

Query languages
Costs