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To provide a glimpse of the research activities in the CS program, selected recent faculty publications are listed below according to research areas. A (S) indicates that the author was an UHCL student.
Artificial Intelligence and Expert Systems:
Bioinformatics:
- and R. Singh., A new text mining approach for finding protein-to-disease associations, American Journal of Biochemistry and Biotechnology AJBB, Vol.1, No.3 pp.145 - 152, 2005.
- , , Karen Frasier-Scott, A Recursive Application of a Support Vector Machine for Protein Spot Detection in 2-Dimensional Gel Electrophoresis, Journal of Computer Science, 1(3): 355-362, 2005.
- , Context-Based Technique for Biomedical Term Classification, Proceedings of the 2006 IEEE Congress on Evolutionary Computation CEC-2006, Vancouver, BC, Canada, pp.5726-5733, July 2006.
Computer Science and Information Systems Education:
- , Teaching Financial Data Mining using Stocks and Futures Contracts, To appear in the Journal of Systemics, Cybernetics and Informatics, International Institute of Informatics and Systemics, 2006.
- and Elden E., Teacher as Researcher: Examples of the Scholarship of Teaching and Learning (SoTL), Southern Business Administration Journal SBAJ Vol.5, No.2, pp.132-144, Fall 2005.
- , Ding, W., C. Moen, and , Using a pre-assessment exam to construct an effective concept-based genetic program for predicting course success, Proceedings of the 36th SIGCSE Technical Symposium on Computer Science Education (ACM SIGCSE'05), pp. 500 – 504, St. Louis, Missouri, USA, Feb. 2005.
- , , & Chen, P., Open courseware and computer science education, Journal of Computing Sciences in Colleges,
Volume 20, Issue 1. pp. 178-186. 2004.
- Liaw, M. and (S) Moen C. A Web Database Development Course and a Unique Problem-Solving Project, ACET Journal of Computer Education and Research, Volume 3, Number 1, Fall 2005.
Computer Security and Trust :
- Dan J. Kim, Yong Il Song, Sviatoslav B. Braynov, & H. Raghav Rao, A Multi-dimensional Trust Formation Model in B-to-C E-Commerce: A conceptual Framework and Content Analyses of Academia/Practitioner Perspective, Decision Support Systems, 2005, Vol. 40, Issue 2, pp 143-165 (The ScienceDirect.com selected this article as the most downloaded article among the top 25 within the journal, October, 2005).
- N. Sivasailam, Dan J. Kim, & H. R. Rao, What Companies Are(n’t ) Doing about Web Site Assurance, May/June 2002, 4 (3) pp.33-40 IEEE IT Professional. (Quoted in Democrat and Chronicle, Rochester, NY July 6, 2002; Associated Press News Release, July 17, 2002; Washington Post, July 17, 2002, Buffalo News, July 21, 2002, Houston Chronicle, July 20, 2002, Canadian NewsWire, July 19, 2002).
- Dan J. Kim, Cognition-based versus Affect-based Trust Determinants: A Cross-culture Comparison Study, ICIS 2005, Las Vegas, NV, December 11-14, 2005
Data Mining and Machine Learning:
- , Improving Credibility of Machine Learner Models in Software Engineering, Advanced Machine Learner Applications in Software Engineering, Series on Software Engineering and Knowledge Engineering, Du Zhang (California State University, USA) & Jeffrey J P Tsai (University of Illinois, Chicago) Eds., Idea Group Publishing Hershey, PA, USA, ISBN 1591409411, 2007.
- Chen, P., Ding, W. & Ding, C., SenseNet: A Knowledge Representation Model for Computational Semantics, Proceedings of the 5th IEEE International Conference on Cognitive Informatics, July 17-19, 2006, Beijing, China.
- , K. Kaminsky (S), The Assessment and Application of Lineage Information in Genetic Programs for Producing Better Models, IEEE Information Reuse and Integration Conference 2006 (IRI), September, 2006.
- , Lokhandwala, N. (S), James C. Helm, Understanding the Human Estimator, Second International Predictive Models in Software Engineering (PROMISE) Workshop co-located at the 22nd IEEE International Conference on Software Maintenance, Philadelphia, PA, September, 2006.
- , Nearest Neighbor Sampling for Better Software Prediction, Predictive Models in Software Engineering (PROMISE) Workshop co-located at the 27th International Conference in Software Engineering (ICSE), St. Louis, May, 2005.
- Kaminsky, K. (S), , Better Software Defect Prediction Using Equalized Learning with Machine Learners, The IASTED International Conference on Knowledge Sharing and Collaborative Engineering, US Virgin Islands, 2004.
- Kaminsky, K. (S), , How to Predict More with Less, Defect Prediction Using Machine Learners in an Implicitly Data Starved Domain, The 8th World Multi-Conference on Systemics, Cybernetics and Informatics, Orlando, Fla., 2004. Best Paper Award.
- Kaminsky, K. (S), , Building a Genetically Engineerable Evolvable Program (GEEP) Using Breadth-Based Explicit Knowledge for Predicting Software Defects, The 23rd International Conference of NAFIPS, the North American Fuzzy Information Processing Society: 'Fuzzy Sets in the Heart of Canadian Rockies', Banff, Canada, 2004.
- , When Will it Be Done? The 300 Billion Dollar Question, Machine Learner Answers, IEEE Intelligent Systems, June 2003.
- , Applying Machine Learners to GUI Specifications in Formulating Early Life Cycle Project Estimations, Computational Intelligence in Software Engineering, Annals of Software Engineering, Taghi M. Khoshgoftaar Ed., Kluwer Academic Publishers, 2003. ISBN 1-4020-7427-1
- , Using Machine Learning to Predict Project Effort: Empirical Case Studies in Data-Starved Domains, Model Based Requirements Workshop, San Diego, 2001, Pp. 17 - 24.
- , An Assessment of Metric Contribution in the Construction of a Neural Network-Based Effort Estimator, Second International Workshop on Soft Computing Applied to Software Engineering, 2001.
- , and Eichmann, D, A Neural Net Paradigm for Characterizing Reusable Software, Proceedings of the First Australian Conference on Software Metrics, 1993, pages 41-49.
- , K. Srinivas, and Eichmann, D., A Neural Net-Based Approach to Software Metrics, Proceedings of the Fifth International Conference on Software Engineering and Knowledge Engineering, San Francisco, CA, June 16-18, 1993, pages 271-274.
E-Commerce and Internet Computing:
- Dan J. Kim, N. Sivasailam, and H. R. Rao, Information Assurance in B2C Websites for Information Goods/Services, Electronic Market, 2004, Vol. 14, No 4, pp 344-359
- , , & Chen, P., A model for open content communities to support effective learning and teaching, Proceedings of the IADIS International Conference on Web-based Communities 2004, pp 533-536, Lisbon, Portugal, April 2004.
- Dan J. Kim, Manish Agrawal, B. Jayaraman & H. Raghav Rao, A Comparison of Business-to-Business E-Service Solutions, Communications of the ACM, December 2003, Vol. 46, No. 12Ve, pp. 317-324
- & , Design and evolution of an undergraduate course on web application development, Proceedings of the 9th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education (ACM ITiCSE’04), pp. 22-26, Leeds, UK, June, 2004.
- Liaw, M. and (S) Moen C., Using an Object-oriented Database to Support a Web Application Built with Java Technologies, Journal of Computing Sciences in Colleges, Volume 21 , Issue 4, pp146-153, April 2006.
- Liaw, M. and (S) Moen C. The Online Grade Book — A Case Study in Learning about Object-Oriented Database Technology, ACET Journal of Computer Education and Research, Volume 2, Number 1, Summer 2004.
Information Systems:
Network:
Wireless and Mobile Computing:
- Myeong-Cheol Park, Dan J. Kim, and, Sangwoo Lee, Demand for number portability in Korean Mobile Telecommunication Market: Contingent Valuation Approach, Journal of Global Information Management, 2007, Vol. 15, Issue 1, pp 43-64.
- Abhishek Patil, Dan J. Kim, & Lionel Ni, A Study of Frequency Interference and Indoor Location Sensing with 802.11b and Bluetooth Technologies, International Journal of Mobile Communications, 2006, Vol. 4, No 6, pp 621-644.
- Dan J. Kim and Yujong Hwang, A Study of Mobile Internet Usage from Utilitarian and Hedonic User Tendency Perspectives, 2006 Americas Conference on Information Systems (AMCIS), Acapulco, Mexico August 4-6, 2006.
- Constantinos K. Coursaris and Dan J. Kim, A Qualitative Review of Empirical Mobile Usability Studies, 2006 Americas Conference on Information Systems (AMCIS), Acapulco, Mexico August 4-6, 2006
XML and Semi-Structured Data:
- (S) McDowell, A., (S) Schmidt, C. & , Analysis and Metrics of XML Schema, Proceedings of the 2004 International Conference on Software Engineering Research and Practice, Las Vegas, June 21st - 24th, 2004.
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