Publications
Export 11 results:
Author Title Type [ Year] Filters: Keyword is machine learning [Clear All Filters]
2011. Learning statistical models from relational data. Proceedings of the 2011 international conference on Management of data. :1195-1198.
2011. Link prediction by de-anonymization: How We Won the Kaggle Social Network Challenge. :1825-1834.
2011. Modeling diverse standpoints in text classification: learning to be human by modeling human values. Proceedings of the 2011 iConference. :672-673.
2011. Simulating Audiences: Automating Analysis of Values, Attitudes, and Sentiment. Privacy, Security, Risk and Trust (PASSAT), 2011 IEEE Third International Conference on and 2011 IEEE Third International Confernece on Social Computing (SocialCom). :734-737.
2010. Image classification of vascular smooth muscle cells. Proceedings of the 1st ACM International Health Informatics Symposium. :484-486.
2008. LEARNING STRUCTURED BAYESIAN NETWORKS: COMBINING ABSTRACTION HIERARCHIES AND TREE‐STRUCTURED CONDITIONAL PROBABILITY TABLES. Computational Intelligence. 24(1):1-22.
2001. Improved Bounds on the Sample Complexity of Learning. Journal of Computer and System Sciences. 62(3):516-527.
1997. Approximating hyper-rectangles: learning and pseudo-random sets. Proceedings of the twenty-ninth annual ACM symposium on Theory of computing. :314-323.
1988. Learning from examples: generation and evaluation of decision trees for software resource analysis. IEEE Transactions on Software Engineering. 14(12):1743-1757.