| UMBC ebiquity |
| Results for tags: learning Research Areas Projects Active Project Past Projects Suggestion for a Future Project Publications 22 Refereed Publications 2011 1. "Automatically Generating Government Linked Data from Tables", Working notes of AAAI Fall Symposium on Open Government Knowledge: AI Opportunities and Challenges, November 2011, 163 downloads. 2. "SAT: an SVM-based Automated Trust Management System for Mobile Ad-hoc Networks", Proceedings of the 2011 Military Communications Conference, November 2011, 186 downloads. 3. "DC Proposal: Graphical Models and Probabilistic Reasoning for Generating Linked Data from Tables", Proceedings of Tenth International Semantic Web Conference, Part II, October 2011, 140 downloads. 4. "Content-based prediction of temporal boundaries for events in Twitter", Proceedings of the Third IEEE International Conference on Social Computing, October 2011, 257 downloads. 5. "Mobile, Collaborative, Context-Aware Systems", Proceedings of the AAAI Workshop on Activity Context Representation: Techniques and Languages , August 2011, 420 downloads. 6. "Context-Aware Middleware for Activity Recognition", University of Maryland, Baltimore County, May 2011, 141 downloads. 2010 7. "Learning Co-reference Relations for FOAF Instances", Proceedings of the Poster and Demonstration Session at the 9th International Semantic Web Conference, November 2010, 462 downloads, 2 citations. 8. "Computing FOAF Co-reference Relations with Rules and Machine Learning", Proceedings of the Third International Workshop on Social Data on the Web, November 2010, 627 downloads, 6 citations. 9. "A Hybrid Approach to Unsupervised Relation Discovery Based on Linguistic Analysis and Semantic Typing", Proceedings of the First International Workshop on Formalisms and Methodology for Learning by Reading , June 2010, 526 downloads. 10. "Unsupervised techniques for discovering ontology elements from Wikipedia article links", Proceedings of the First International Workshop on Formalisms and Methodology for Learning by Reading , June 2010, 722 downloads. 11. "Automatic Discovery of Semantic Relations using MindNet", Proceedings of the Seventh International Conference on Language Resources and Evaluation, May 2010, 605 downloads. 12. "A Machine Learning Approach to Linking FOAF Instances", Proceedings of the AAAI Spring Symposium on Linked Data Meets Artificial Intelligence, January 2010, 933 downloads, 5 citations. 2009 13. "Ensembles in Adversarial Classification for Spam", Proceedings of the 18th ACM Conference on Information and Knowledge Management, November 2009, 1362 downloads, 1 citation. 14. "Improving Binary Classification on Text Problems using Differential Word Features", Proceedings of the 18th ACM Conference on Information and Knowledge Management, November 2009, 1410 downloads, 4 citations. 15. "Delta TFIDF: An Improved Feature Space for Sentiment Analysis", Proceedings of the Third AAAI Internatonal Conference on Weblogs and Social Media, May 2009, 2002 downloads, 5 citations. 2007 16. "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, 894 downloads. 17. "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, 1971 downloads, 13 citations. 2006 18. "Detecting Spam Blogs: A Machine Learning Approach", Proceedings of the 21st National Conference on Artificial Intelligence (AAAI 2006), July 2006, 6365 downloads, 75 citations. 19. "SVMs for the Blogosphere: Blog Identification and Splog Detection", AAAI Spring Symposium on Computational Approaches to Analysing Weblogs, March 2006, 8275 downloads, 112 citations. 2005 20. "Modifying Bayesian Networks by Probability Constraints", Proceedings of the 21st Conference on Uncertainty in Artificial Intelligence, July 2005, 1469 downloads, 18 citations. 2004 21. "Mining Domain Specific Texts and Glossaries to Evaluate and Enrich Domain Ontologies", International Conference of Information and Knowledge Engineering, June 2004, 4377 downloads, 24 citations. 1999 22. "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, 1454 downloads, 5 citations. Additional Resources Presentation 1. Automatically Generating Linked Data from Tables2. Detecting Domain Shift 3. Recognizing Activities using RFID 4. Recognizing Activities using RFID 5. XPod IJCAI Presentation Events 1. Mid-Atlantic Student Colloquium on Speech, Language and Learning 2. Domain Independent Sentiment Analysis 3. Detecting Domain Shift 4. Prediction of Oscar Award Nominations Based on Movie Scripts 5. Cost-Sensitive Information Acquisition for Prediction 6. Dynamic Domain Adapting Sentiment Classifiers 7. Adversarial Classification: An Ensemble-based approach 8. Stochastic and Iterative Techniques for Relational Data Clustering 9. Grammatical Inference: Some of the Questions Out There 10. Research Challenges In Data Mining 11. Empowering Scientific Discovery by Distributed Data Mining on the Grid Infrastructure 12. Transfer in the Context of Reinforcement Learning by Mapping Q-Tables 13. Data Clustering with a Relational Push-Pull Model 14. Knowledge Transfer using Multiresolution Learning 15. Real-Time Identification of Operating Room State from Video 16. Cost-Sensitive Classifier Evaluation Using Cost Curves 17. Learning the Semantic Meaning of a Concept from the Web 18. Using Information Extraction to Automatically Generate Probabilistic Ontologies 19. Organizational Learning and Network Adaptation in Multi-Agent Systems
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