UMBC ebiquity

Results for tags: learning

Research Areas

 Data Mining
 Question and Answering (QnA) System

Past Projects

 ArRf - Activity Recognition with RF.
 Feeds that matter.
 Tables to Linked Data.
 Text Mining Approach to Ontology Enrichment.

Suggestion for a Future Project

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38 Refereed Publications


1. "Deep Understanding of a Document's Structure", 4th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, December 2017, 36 downloads.

2. "Understanding the Logical and Semantic Structure of Large Documents", arXiv e-print, September 2017, 9 downloads.

3. "Understanding the Logical and Semantic Structure of Large Documents", SIAM International Conference on Data Mining (SDM17), April 2017, 14 downloads.


4. "Inferring Relations in Knowledge Graphs with Tensor Decompositions", IEEE International Conference on Big Data , December 2016, 398 downloads.


5. "SVM-CASE: An SVM-based Context Aware Security Framework for Vehicular Ad-hoc Networks", 82nd IEEE Vehicular Technology Conference, September 2015, 453 downloads.

6. "Platys: From Position to Place- Oriented Mobile Computing", AI Magazine, June 2015, 398 downloads.


7. "Taming Wild Big Data", AAAI Fall Symposium on Natural Language Access to Big Data, November 2014, 560 downloads.

8. "Interpreting Medical Tables as Linked Data to Generate Meta-Analysis Reports", Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, August 2014, 484 downloads.

9. "PROB: A tool for Tracking Provenance and Reproducibility of Big Data Experiments", Reproduce '14. HPCA 2014, March 2014, 683 downloads.


10. "On Use of Machine Learning Techniques and Genotypes for Prediction of Chronic Diseases", AMIA Annual Symposium, November 2013.

11. "Recognizing Entity Types in Heterogeneous Semantic Graphs", AAAI 2013 Fall Symposium on Semantics for Big Data, November 2013, 685 downloads.

12. "Semantic Message Passing for Generating Linked Data from Tables", Proceedings of the 12th International Semantic Web Conference, October 2013, 1301 downloads.

13. "TISA: Topic Independence Scoring Algorithm", Proceedings of the 9th Internastional Conference on Machine Learning and Data Mining, July 2013, 440 downloads.


14. "Genetic information for chronic desease prediction", Bioinformatics and Biomedicine Workshops (BIBMW), November 2012.

15. "Cluster-based Instance Consolidation For Subsequent Matching", First International Workshop on Knowledge Extraction and Consolidation from Social Media, November 2012, 714 downloads.

16. "A Domain Independent Framework for Extracting Linked Semantic Data from Tables", Search Computing - Broadening Web Search, July 2012, 1022 downloads.


17. "Automatically Generating Government Linked Data from Tables", Working notes of AAAI Fall Symposium on Open Government Knowledge: AI Opportunities and Challenges, November 2011, 2071 downloads.

18. "SAT: an SVM-based Automated Trust Management System for Mobile Ad-hoc Networks", Proceedings of the 2011 Military Communications Conference, November 2011, 1159 downloads.

19. "DC Proposal: Graphical Models and Probabilistic Reasoning for Generating Linked Data from Tables", Proceedings of Tenth International Semantic Web Conference, Part II, October 2011, 1543 downloads.

20. "Content-based prediction of temporal boundaries for events in Twitter", Proceedings of the Third IEEE International Conference on Social Computing, October 2011, 1161 downloads.

21. "Mobile, Collaborative, Context-Aware Systems", Proceedings of the AAAI Workshop on Activity Context Representation: Techniques and Languages , August 2011, 1930 downloads.

22. "Context-Aware Middleware for Activity Recognition", University of Maryland, Baltimore County, May 2011, 895 downloads.


23. "Learning Co-reference Relations for FOAF Instances", Proceedings of the Poster and Demonstration Session at the 9th International Semantic Web Conference, November 2010, 1797 downloads, 2 citations.

24. "Computing FOAF Co-reference Relations with Rules and Machine Learning", Proceedings of the Third International Workshop on Social Data on the Web, November 2010, 2748 downloads, 6 citations.

25. "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, 1272 downloads.

26. "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, 1911 downloads.

27. "Automatic Discovery of Semantic Relations using MindNet", Proceedings of the Seventh International Conference on Language Resources and Evaluation, May 2010, 1749 downloads.

28. "A Machine Learning Approach to Linking FOAF Instances", Proceedings of the AAAI Spring Symposium on Linked Data Meets Artificial Intelligence, January 2010, 2001 downloads, 5 citations.


29. "Ensembles in Adversarial Classification for Spam", Proceedings of the 18th ACM Conference on Information and Knowledge Management, November 2009, 2851 downloads, 1 citation.

30. "Improving Binary Classification on Text Problems using Differential Word Features", Proceedings of the 18th ACM Conference on Information and Knowledge Management, November 2009, 3317 downloads, 4 citations.

31. "Delta TFIDF: An Improved Feature Space for Sentiment Analysis", Proceedings of the Third AAAI Internatonal Conference on Weblogs and Social Media, May 2009, 5345 downloads, 5 citations.


32. "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, 1535 downloads.

33. "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, 3340 downloads, 13 citations.


34. "Detecting Spam Blogs: A Machine Learning Approach", Proceedings of the 21st National Conference on Artificial Intelligence (AAAI 2006), July 2006, 9801 downloads, 75 citations.

35. "SVMs for the Blogosphere: Blog Identification and Splog Detection", AAAI Spring Symposium on Computational Approaches to Analysing Weblogs, March 2006, 11382 downloads, 112 citations.


36. "Modifying Bayesian Networks by Probability Constraints", Proceedings of the 21st Conference on Uncertainty in Artificial Intelligence, July 2005, 2080 downloads, 18 citations.


37. "Mining Domain Specific Texts and Glossaries to Evaluate and Enrich Domain Ontologies", International Conference of Information and Knowledge Engineering, June 2004, 6909 downloads, 24 citations.


38. "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, 1982 downloads, 5 citations.

Additional Resources


1. Automatically Generating Linked Data from Tables
2. Detecting Domain Shift
3. Recognizing Activities using RFID
4. Recognizing Activities using RFID


1. Structural Metadata from ArXiv Articles


1. XPod IJCAI Presentation

1. Generative Adversarial Networks, An Introduction
    on Wednesday, February 01, 2017 from 07:00PM to 08:30PM.

2. Many Facets of Energy Disaggregation
    on Wednesday, October 29, 2014 from 10:00AM to 11:15AM.

3. Information Extraction of Security related entities and concepts from unstructured text
    on Monday, April 01, 2013 from 10:30AM to 11:30AM.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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


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