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Publications

 

·         Y. Xie, J. Fisher, V.V. Raghavan, T. Johnsten, and C. Akkoc. “Granular Approach for Protein Sequence Analysis”. 2012 Joint Rough Set Symposium, Chengdu, China, 2012.

·         D.E. Difallah, R. Benton, V.V. Raghavan, and T. Johnsten. “FAARM: Frequent association action rules mining using FP-Tree”. Workshop on Domain Driven Data Mining in conjunction with ICDM 2011, Vancouver, Canada, 2011.

·         R. Singh, T. Johnsten, Y. Xie, and V.V. Raghavan. “Algorithms for Discovering Potentially Interesting Patterns”. International Journal of Granular Computing, Rough Sets and Intelligent Systems, (To appear).

·         Pardue, H., Patidar, P., Landry, J., Johnsten, T., and Campbell, M., “A Threat Tree for Health Information Security and Privacy,” Americas Conference on Information Systems (AMCIS 2011), Detroit, MI (Accepted).

·         C. Akkoc, T. Johnsten, and R. Benton. “Multi-layered Vector Spaces Model for Classifying and Analyzing Biological Sequences”. 3rd International Conference on Bio-informatics and Computational Biology, New Orleans, LA, 2011.

·         R. Singh, T. Johnsten, Y. Xie, and V.V. Raghavan. “Efficient Algorithm for Discovering Potential Interesting Patterns with Closed Itemsets”. IEEE International Conference on Granular Computing, San Jose, CA, 2010.

·         R. Singh, T. Johnsten, Y. Xie, and V.V. Raghavan. “An efficient algorithm for discovering positive and negative Patterns”.  IEEE International Conference on Granular Computing, Nanchang, China, 2009.

·         Y. Zhou, T. Johnsten, and D. Snow. “Combating spam over internet telephony through content filtering”. Int. Workshop on Defense against Spam in Electronic Communication, Linz, Austria, 2009.

·         Y. Zhou, T. Johnsten, and D. Snow. “Combating Voice Spam Through Content Filtering”. A white paper submitted for AFRL BAA-08-08-RIKA, 2009

·         Y. Xie, T. Johnsten, V.V. Raghavan, and Jayasimha Katukuri. “Examining Granular Computing from a Modeling Perspective”.  NAFIPS, New York, New York, 2008.

·         Y. Xie, T. Johnsten, M. Nagarajan, K. Ramachandran, V.V. Raghavan, “On Discovering “Novel, Potentially Useful” Patterns from Databases,” IEEE International Conference on Granular Computing, Atlanta, Georgia, 2006.

·         Y. Zhou and T. Johnsten, “Protecting Privacy in Person-Specific Data Using Decision Trees,” International Workshop on Privacy and Security Issues in Data Mining in conjunction with the 8th PKDD Conference, Pisa, Italy, September 20, 2004.

·         Y. Xie, T. Johnsten and V.V. Raghavan, “Knowledge Hiding in Databases for Concept-based Data Mining Algorithms,” Proceedings of WISICT-2004 Workshop on Security Procedures Effects on Network Communication, Cancun, Mexico, January 5-8, 2004.

·         T. Johnsten and V. Raghavan, “A Methodology for Hiding Knowledge in Databases,” IEEE International Conference on Data Mining (Workshop on Privacy, Security and Data Mining), Maebashi City, Japan, December 2002.

·         T. Johnsten and V. Raghavan, “Knowledge Hiding in Databases and Its Relationship to KDD,” SCI-2002, Orlando, FL, July 2002.

·         T. Johnsten, V. Raghavan and K. Hill,  “The Security Assessment of Association Mining Algorithms,” Sixteenth Annual IFIP WG 11.3 Conference on Data and Application Security, King’s College, University of Cambridge, July 2002.

·         T. Johnsten and V. Raghavan, “Security Procedures for Classification Mining Algorithms,” Fifteenth Annual IFIP WG 11.3 Conference on Data and Application Security, Ontario, Canada, July 2001.

·         T. Johnsten and V. Raghavan, "Impact of Decision-Region Based Classification Mining Algorithms on Database Security," Thirteenth Annual IFIP WG 11.3 Conference on Data and Application Security, Seattle, WA, July 1999.

·         F. Lu, T. Johnsten, V. Raghavan, D. Traylor, "Enhancing Internet Search Engines to Achieve Concept-Based Retrieval," InForum 99, Oak Ridge, TN, May 1999.

·         H. Sever, V. Raghavan and T. Johnsten. "The Status of Research on Rough Sets for Knowledge Discovery in Databases," In Proc. of ICNPAA98- Second Int’l Conf. On Nonlinear Problems in Aviation and Aerospace, Daytona Beach, FL, May 1998.