Results for tags: learning

 Data Mining

Active Project

 Tables to Linked Data.

Past Projects

 ArRf - Activity Recognition with RF.
 Feeds that matter.
 memeta.
 Text Mining Approach to Ontology Enrichment.
 XPod.

Suggestion for a Future Project

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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.

Presentation

1. Mid-Atlantic Student Colloquium on Speech, Language and Learning
    on Friday, September 23, 2011 from 10:00AM to 05:00PM.

2. Domain Independent Sentiment Analysis
    on Tuesday, March 01, 2011 from 11:00AM to 12:15PM.

3. Detecting Domain Shift
    on Friday, September 03, 2010 from 11:00AM to Tuesday, 11/30/1999, 12:00AM.

4. Prediction of Oscar Award Nominations Based on Movie Scripts
    on Tuesday, July 06, 2010 from 10:00AM to 11:00AM.

5. Cost-Sensitive Information Acquisition for Prediction
    on Wednesday, April 21, 2010 from 12:00PM to 01:00PM.

6. Dynamic Domain Adapting Sentiment Classifiers
    on Tuesday, September 22, 2009 from 10:15AM to 11:30AM.

7. Adversarial Classification: An Ensemble-based approach
    on Monday, April 27, 2009 from 09:00AM to 10:00AM.

8. Stochastic and Iterative Techniques for Relational Data Clustering
    on Monday, April 13, 2009 from 10:30AM to 01:00AM.

9. Grammatical Inference: Some of the Questions Out There
    on Tuesday, June 10, 2008 from 01:00PM.

10. Research Challenges In Data Mining
    on Tuesday, April 22, 2008 from 10:00AM.

11. Empowering Scientific Discovery by Distributed Data Mining on the Grid Infrastructure
    on Friday, September 28, 2007 from 09:30AM to 11:30AM.

12. Transfer in the Context of Reinforcement Learning by Mapping Q-Tables
    on Wednesday, May 02, 2007 from 09:00AM to 11:00AM.

13. Data Clustering with a Relational Push-Pull Model
    on Monday, April 30, 2007 from 10:00AM to 12:00PM.

14. Knowledge Transfer using Multiresolution Learning
    on Wednesday, March 07, 2007 from 03:30PM to 05:00PM.

15. Real-Time Identification of Operating Room State from Video
    on Monday, November 20, 2006 from 01:00PM to 02:30AM.

16. Cost-Sensitive Classifier Evaluation Using Cost Curves
    on Thursday, September 28, 2006 from 10:00AM to 11:00AM.

17. Learning the Semantic Meaning of a Concept from the Web
    on Thursday, August 03, 2006 from 01:00PM to 03:00PM.

18. Using Information Extraction to Automatically Generate Probabilistic Ontologies
    on Tuesday, April 25, 2006 from 12:00PM to 02:00PM.

19. Organizational Learning and Network Adaptation in Multi-Agent Systems
    on Monday, November 14, 2005 from 10:00AM.

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