Results for tags: learning

 Data Mining

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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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.

Presentation

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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