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Tags: data mining

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Research Areas

  1. Data Mining

Past Projects

  1. Web/Data Mining and Personalization

Publications

2015

  1. J. Gholap, V. P. Janeja, Y. Yesha, R. Chintalapati, H. Marwaha, and K. Modi, "Collaborative data mining for clinical trial analytics", InProceedings, IEEE International Conference on Big Data Bioinformatics and Biomedicine (BIBM), November 2015, 1464 downloads.
  2. S. Mittal, K. P. Joshi, C. Pearce, and A. Joshi, "Parallelizing Natural Language Techniques for Knowledge Extraction from Cloud Service Level Agreements", InProceedings, 2015 IEEE International Conference on Big Data, October 2015, 1558 downloads.

2012

  1. M. M. Rahman, "Mining social data to extract intellectual knowledge", Article, arXiv eprint , September 2012, 131 downloads.
  2. M. M. Rahman, "Intellectual knowledge extraction from online social data", InProceedings, 2012 International Conference on Informatics, Electronics & Vision (ICIEV), May 2012.

2011

  1. D. Dalvi, "Clinical-Genomic Analysis for Disease Prediction", MastersThesis, University of Maryland, Baltimore County, July 2011, 1620 downloads.

2010

  1. M. M. Rahman and e., "A more appropriate Protein Classification using Data Mining", Article, journal of theoretical and applied information technology, November 2010.

2007

  1. S. Dornbush and A. Joshi, "StreetSmart Traffic: Discovering and Disseminating Automobile Congestion Using VANETs", InProceedings, Vehicular Technology Conference, April 2007, 4431 downloads, 40 citations.

2006

  1. S. Dornbush, "StreetSmart Traffic: Discovering and Disseminating Automobile Congestion Using VANET's", MastersThesis, UMBC, August 2006, 3219 downloads.

2005

  1. T. Briggs and T. Oates, "Discovering Domain-Specific Composite Kernels", InProceedings, Proceedings of the Twentieth National Conference on Artificial Intelligence and the Seventeenth Annual Conference on Innovative Applications of Artificial intelligence, July 2005, 2114 downloads.

2003

  1. A. Joshi, "Data Mining, Semantics and Intrusion Detection: What to dig for and Where to find it", InBook, Next Generation Data Mining, December 2003, 2 citations.
  2. A. Joshi, "On Web, Semantics, and Data Mining: Intrusion Detection as a Case Study", InProceedings, Proceedings of the NSF Workshop on Next Generation Data Mining, May 2003, 3494 downloads, 4 citations.
  3. A. Joshi and H. Shah, "Fuzzy Clustering for Intrusion Detection", InProceedings, Proceedings of the 12th IEEE International Conference on Fuzzy Systems, April 2003, 121 downloads, 51 citations.
  4. K. P. Joshi, A. Joshi, and Y. Yesha, "On Using a Warehouse to Analyze Web Logs", InCollection, Distributed and Parallel Databases, March 2003, 3077 downloads, 20 citations.

1999

  1. K. P. Joshi, A. Joshi, Y. Yesha, and R. Krishnapuram, "Warehousing and Mining Web Logs", InProceedings, Workshop on Web Information and Data Management, 1999 ACM Conference on Information and Knowledge Management (CIKM'99), November 1999, 4306 downloads, 60 citations.
  2. T. Finin and B. Grosof, "Artificial Intelligence for Electronic Commerce", Proceedings, AAAI Press, July 1999.

1997

  1. K. P. Joshi, "Analysis of Data Mining Algorithms", TechReport, UMBC, March 1997, 10044 downloads, 22 citations.

Document

  1. Analysis of Data Mining Algorithms

Presentation

  1. Managing the Assured Information Sharing Lifecycle
  2. Research challenges for "The web, semantics and data mining"

Old News

  1. From 'Need to Know’ to ‘Need to Share’:
    April 30, 2008

Old Events

  1. Privacy and Security in Online Social Media
    March 11, 2013
  2. COVER Model Pivot Index for Flexible, Adaptable, and Agile Systems
    November 30, 2010
  3. Map Reduce for Scientific Applications
    November 17, 2009
  4. Privacy Preserving Distributed Data Mining: A Multi-objective Optimization and Algorithmic Game-theoretic Approach
    September 16, 2009
  5. Probabilistic Approximate Algorithms for Distributed Data Mining in Peer-to-Peer Networks
    April 28, 2008
  6. Research Challenges In Data Mining
    April 22, 2008
  7. A Game Theoretic Framework for Distributed Multi-Party Privacy Preserving Data Mining
    November 19, 2007
  8. Empowering Scientific Discovery by Distributed Data Mining on the Grid Infrastructure
    September 28, 2007