| Building intelligent systems in open, heterogeneous, dynamic, distributed environments |
| Results for tags: learning Research Areas Projects Past Projects Suggestion for a Future Project Publications 9 Refereed Publications 2009 1. "Ensembles in Adversarial Classification for Spam", Proceedings of the 18th ACM Conference on Information and Knowledge Management, November 2009, 130 downloads. 2. "Improving Binary Classification on Text Problems using Differential Word Features", Proceedings of the 18th ACM Conference on Information and Knowledge Management, November 2009, 139 downloads. 3. "Delta TFIDF: An Improved Feature Space for Sentiment Analysis", Proceedings of the Third AAAI Internatonal Conference on Weblogs and Social Media, May 2009, 490 downloads. 2007 4. "Learning the Semantic Meaning of a Concept from the Web", Proceedings of the 20th Conference of the Canadian Society for Computational Studies of Intelligence, May 2007, 489 downloads. 5. "XPod: A Human Activity Aware Learning Mobile Music Player", Proceedings of the Workshop on Ambient Intelligence, 20th International Joint Conference on Artificial Intelligence (IJCAI-2007), January 2007, 1344 downloads, 8 citations. 2006 6. "SVMs for the Blogosphere: Blog Identification and Splog Detection", AAAI Spring Symposium on Computational Approaches to Analysing Weblogs, March 2006, 6033 downloads, 79 citations. 2005 7. "Modifying Bayesian Networks by Probability Constraints", Proceedings of the 21st Conference on Uncertainty in Artificial Intelligence, July 2005, 1073 downloads, 10 citations. 2004 8. "Mining Domain Specific Texts and Glossaries to Evaluate and Enrich Domain Ontologies", International Conference of Information and Knowledge Engineering, June 2004, 3538 downloads, 19 citations. 1999 9. "Communicating neural network knowledge between agents in a simulated aerial reconnaissance system", Proceedings of the First International Symposium on Agent Systems and Applications,, October 1999, 1077 downloads, 3 citations. Additional Resources Presentation 1. Recognizing Activities using RFID2. Recognizing Activities using RFID 3. XPod IJCAI Presentation Events 1. Dynamic Domain Adapting Sentiment Classifiers 2. Adversarial Classification: An Ensemble-based approach 3. Stochastic and Iterative Techniques for Relational Data Clustering 4. Grammatical Inference: Some of the Questions Out There 5. Research Challenges In Data Mining 6. Empowering Scientific Discovery by Distributed Data Mining on the Grid Infrastructure 7. Transfer in the Context of Reinforcement Learning by Mapping Q-Tables 8. Data Clustering with a Relational Push-Pull Model 9. Knowledge Transfer using Multiresolution Learning 10. Real-Time Identification of Operating Room State from Video 11. Cost-Sensitive Classifier Evaluation Using Cost Curves 12. Learning the Semantic Meaning of a Concept from the Web 13. Using Information Extraction to Automatically Generate Probabilistic Ontologies 14. Organizational Learning and Network Adaptation in Multi-Agent Systems
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