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Selected Publications
Ingrid Russell
Professor of Computer Science
University of Hartford
Publications

Russell, I., Coleman, S., Markov, Z. (2012) "A Contextualized Project-based Approach for Improving Student Engagement and Learning in AI Courses", to appear in the ACM Digital Library.

Neller, T., Markov, Z, Russell, I., Musicant, D. (2011) "Clue Deduction: An Introduction to Satisfiability Reasoning", in Proceedings of the 2nd Symposium on Educational Advances in Artificial IntelligenceInternational, AAAI Press

Milanovic, I., Eppes, T., Russell, I.(2011). "Engineering Multiphysics Research", International Journal of Online Engineering, 7(2).

Russell, I., Markov,Z., T. Neller, T., Coleman, S. (2010). "MLxEAI: MLeXAI: A Project-Based Application-Oriented Model” , The ACM Transactions on Computing Education, 10(3).

Wallace, S., McCartney, R., Russell, I. (2010). "Games and Machine learning: A Powerful Combination in an Artificial Intelligence Course", Computer Science Education Journal, 20(1), pages 17-36.

Rus, V., Russell, I., Markov, Z. (2009). "MLxEAI: Biomedical Term Classification", The Journal of Computing Sciences in Colleges, 24(5), pages 85-92.

Wallace, S., Russell, I. (2009). Robot Defense: Using the Java Instructional Game Engine in the Artificial Intelligence Classroom, Proceedings of the Twenty-Second International FLAIRS Conference, AAAI Press.

Russell, I., Markov, Z. (2009). "A Multi-Institutional Project-Centric Framework for Teaching AI Concepts", Proceedings of the Frontiers in Education Conference, IEEE Press.

Neller, T., Russell, I., Markov, Z.(2008) “Thrown Down an AI Challenge”, Proceedings of AAAI Spring Symposium on Using AI to Motivate Greater Participation in Computer Science, AAAI Press.

Wallace, S., Russell, I., Markov, Z. (2008) “Integrating Games and Machine Learning in the Undergraduate Computer Science Classroom”, Proceedings of Game Development in Computer Science Education .

Russell, I., Markov, Z., Coleman, S. (2007) “Project MLExAI: Applying Machine Learning to Web Document Classification”, Journal of Computing Sciences in Colleges, 23(2).

Peckham, J., Dahlberg, T., Humphreys, S., Mili, F., Russell, I., Taylor, H.(2007) “REUs: Research Experiences for Undergraduate Students. How to lead female undergraduates to "invent the future" while strengthening your research agenda and educational mission”, Proceedings of the 2007 Grace Hopper Celebration of Women in Computing.

Russell, I., Markov, Z., Holder, L., editors (2006) “Advances in Knowledge Acquisition and Representation”, Special Issue of the International Journal on Artificial Intelligence Tools, World Scientific Press.

Holder, L., Markov, Z., Russell, I.(2006) “Advances in Knowledge Acquisition and Representation”, International Journal on Artificial Intelligent Tools, 15(6), World Scientific Press.

Markov, Z., Russell, I., Neller, T., Zlatareva, N.(2006) “Pedagogical Possibilities for the N-Puzzle Problem”, Proceedings of the Frontiers in Education Conference, IEEE Press.

Russell, I., Walker, E.(2006). “Getting What you Need”, presented at the CRA-W CAPP Workshop, funded by NSF, Ft. Myers, FL, October 20-21, 2006.

Russell, I., Markov, Z., Neller, T. (2006) “Teaching AI Through Machine learning Projects”, abstract in Proceedings of the 11th Annual Conference on Innovation and Technology in Computer Science Education, ACM Press, June 2006.

Markov, Z., Russell, I.(2006). “An Introduction to the Weka Data Mining System”, abstract in Proceedings of the 11th Annual Conference on Innovation and Technology in Computer Science Education, ACM Press, June 2006.

Georgiopoulos, M., Gelenbe, E., DeMara, R., Gonzalez, A., Kysilka, M., Mollaghasemi, M., Wu, G., Anagnostopoulos, G., Russell, I., Secretan, J.(2006). “Assessing and Evaluating our CRCD Experiences at the University of Central Florida: An NSF Project”, Proceedings of the American Society of Engineering Education Conference, ASEE Press, June 2006.

Neller, T., Markov, Z., Russell, I.(2006). “Clue Deduction: Professor Plum Teaches Logic”, Proceedings of the 19th International FLAIRS AI Conference, AAAI Press, May 2006.

Neller, T., Presser, C., Russell, I., Markov, Z.(2006). “Pedagogical Possibilities for the Dice game Pig”, Journal of Computing Sciences in Colleges, 21(5), April 2006.

Kumar, A., Kumar, D., Russell, I.(2006). “Non-Traditional Projects in the Undergraduate AI Course”, Proceedings of the Annual SIGCSE Technical Symposium on Computer Science Education, ACM Press, March 2006.

Russell, I., Markov, Z., Neller, T., Coleman, S.(2005). “Enhancing Undergraduate AI Courses through Machine Learning Projects”, Proceedings of the Frontiers in Education Conference, IEEE Press, October 2005.

Kumar, A., Beidler, B., Bhagyavati, Farian, H., Haas, M., Kushleyeva, Y., Lee, F., Russell, I., “Innovation in Undergraduate Computer Science Education”, Panel Abstract, Journal of Computing Sciences in Colleges, 20(6), 2005.

Russell, I., Markov, Z., Neller, T., Georgiopoulos, M., Coleman, S.(2005). “Unifying an Introduction to Artificial Intelligence Course through Machine Learning Laboratory Experiences”, Proceedings of the American Society for Engineering Education, June 2005.

Georgiopoulos, M., Gelenbe, E., DeMara, R., Gonzalez, A., Kyskilka, M., Mollaghasemi, M., Wu, A., Russell, I., Secretan, J.(2005). “Progress on the CRCD Experiences at UCF: An NSF Project”, Proceedings of the American Society for Engineering Education, June 2005.

Russell, I., Markov, Z., editors, “Recent Advances in Artificial Intelligence”, Proceedings of the Eighteenth International FLAIRS Conference, AAAI Press, May 2005.

Holder, L., Russell, I., Markov, Z., Pipe, A., Carse, B.(2005). “Current and Future Trends in Feature Selection and Extraction for Classification Problems”, International Journal of Pattern Recognition and Artificial Intelligence, March 2005.

Russell, I., Markov, Z., Holder, L.(2005). editors, “ Machine Learning and Neural Network Approaches to Feature Selection and Extraction for Classification”, Special Issue of the International Journal of Pattern Recognition and Artificial Intelligence, March 2005.

Russell, I.(2005). “Machine Learning Laboratory Experiences for Introducing Undergraduates to Artificial Intelligence”, presented at the NSF CCLI Showcase held with the 36th ACM SIGCSE Technical Symposium on Computer Science Education, St. Louis, MO, March 2005.

Russell, I., “Machine Learning Laboratory Experiences for Introducing Undergraduates to Artificial Intelligence”, presented at the National Science Foundation Engineering and Computing Education Grantee Meeting, Washington, DC, February 2005.

Georgiopoulos, M., Russell, I., Castro, J., Kysilka, M., DeMara, R., Gonzalez, A., Mollaghasemi, M., Gelenbe, E., “CRCD Experiences at the University of Central Florida: An NSF Project”, Proceedings of the American Society for Engineering Education, June 2004.

Haller, S., Russell, I., editors, “Recent Advances in Techniques for Intelligent Systems”, Special Issue of the International Journal of Pattern Recognition and Artificial Intelligence, 13(1), World Scientific Press, March 2004.

Russell, I., Neller, T., “Implementing the Intelligent Systems Knowledge Units of Computing Curricula 2001”, Proceedings of the Frontiers in Education Conference (FIE-03), Boulder, CO, November 2003.

Russell, I., Haller, S., editors, “Tools and Techniques of Artificial Intelligence”, Vol II, World Scientific Press, August 2003.

Russell, I., Markov, Z., Zlatareva, N., “Introducing Machine Learning from an AI Perspective” (2003), Proceedings of the 13th International Conference on Artificial Neural Networks (ICANN-03), Istanbul, Turkey, June 2003.

Georgiopoulos, M., Russell, I., Castro, J., Wu, A., Kysilka, M., DeMara, R., Gonzalez, A., Gelenbe, E., Mollaghasemi, M., “A CRCD Experience: Integrating Machine Learning Concepts into Introductory Engineering and Science Programming Courses”, Proceedings of American Society of Engineering Education (ASEE-03) Conference, Nashville, TN, June 2003.

Georgiopoulos, M., Castro, J., Wu, A., Kysilka, M., DeMara, R., Gonzalez, A., Gelenbe, E., Mollaghasemi, M., Russell, I., “Machine Learning Advances for Engineering and Science Education: A CRCD Experience at the University of Central Florida”, Proceedings of the 13th International Conference on Artificial Neural Networks (ICANN-03), Istanbul, Turkey, June 2003.

Haller, S., Russell, I., editors, Proceedings of the 16th International FLAIRS Conference, AAAI Press, May 2003.

Russell, I., Georgiopoulos, M., Castro, J., Neller, T., McCracken, D., King, L., Bouvier, D., “Condensing the CC-2001 Core in an Integrated Curriculum”, The Journal of Computing Sciences in Colleges, 18(5), ACM Press, May 2003.

Russell, I., Georgiopoulos, M., Castro, J., Neller, T., McCracken, D., Smith, L., Bouvier, D., “Condensing the Core Units into an Integrated Curriculum”, Panel Abstract, The Journal of Computing Sciences in Colleges, 18(5), April 2003.

Dickerson, M., Huang, T., Russell, I., “Using Simulation Across the Curriculum”, The Journal of Computing Sciences in Colleges, October 2001.

Kolen, J., Russell, I., editors, Proceedings of the 14th International FLAIRS Conference, AAAI Press, May 2001.

Russell, I., editor, Proceedings of the ACM/SIGCSE Technical Symposium on Computer Science Education, ACM Press, February 2001.

Russell, I., Kumar, A., editors, “Tools and Techniques of Artificial Intelligence”, Vol I, World Scientific Press, May 2000.

Russell, I., Russell, S., Srimani, P., “Computing Curricula in the Next Decade -- CC2001”, Panel Abstract, The Journal of Computing Sciences in Colleges, 16(5), April 2000.

Kumar, A., Russell, I., editors, Proceedings of the 12th International FLAIRS Conference, AAAI Press, May 1999.

Myers, W., Mitchell, W., Russell, I., Treu, K., “Using the Web in Teaching”, Panel Abstract, The Journal of Computing Sciences in Colleges, 12(6), October 1998.

Russell, I., editor, “Neural Network Applications”, The Journal of Intelligent Systems Special Issue, Vol 7, No. 1, 1997.

Russell, I., “Neural Network Applications”, The Journal of Intelligent Systems, 7(1), 1997.

Russell, I., Colebourn, C., Vitiello, P., “A Comparison of Backpropagation and ART via Pattern Recognition”, The Journal of Intelligent Systems, 7(4, 1997).

Russell, I., Dickerson, M., Scragg, G., Towhidnejad, M., Wills, C., “Novel Approaches to Teaching the Introductory Computer Science Courses”, Panel Abstract, The Journal of Computing Sciences in Colleges, 12(5), April 1997.

Russell, I., Manaris, B., “An AI Repository as Course Development Resource”, Proceedings of The American Society of Engineering Education (ASEE-96) Conference, Washington, DC, June 1996.

Manaris, B., Russell, I., “Pedagogic Resources for Artificial Intelligence in the Undergraduate CS Curriculum”, Proceedings of the Ninth Annual FLAIRS Conference (FLAIRS-96), Key West, FL, May 1996.

Russell, I., Adams, E., Barr, J., Hirshfield, S., Proulx, V., Heliotis, J., “Programming Paradigms, Languages, and Effective Approaches to Teaching the Introductory CS Courses” (1996), Panel Abstract, The Journal of Computing Sciences in Small Colleges, 11(4), April 1996.

Russell, I., “Knowledge-Based Expert Systems in the Undergraduate Curriculum” (1995), The Journal of Computers and Education, 5(3), 1995.

Jamison, B., Russell, I., Snover, S., “Laboratories for a Second Course in Computer Science”, Boston, MA: PWS Publishing Co., 1994.

Jamison, B., Russell, I., Snover, S., “Instructor's Manual to accompany Laboratories for a Second Course in Computer Science”, Boston, MA: PWS Publishing Co., 1994.

Russell, I., “A Laboratory-Assisted Approach to CS-2” (1994), The Journal of Computing Sciences in Colleges, 9(5), May 1994.

Russell, I., Colebourn, C., “Handwriting Recognition Using an ART Based Network, in Intelligent Engineering Systems Through Artificial Neural Networks”, Vol 3, ASME Press, New York, NY, November 1993.

Russell, I., “Using Adaptive Resonance Theory Networks in Solving Character Recognition Problems” (1993), Neural Network World, Fall 1993.

Russell, I., “Neural Networks: Theory and Applications” (1993), The Journal of Undergraduate Mathematics and its Applications (UMAP), January 1993.

Russell, I., “Self-Organizing Competitive Learning and the ART1 Model” (1992), The International Journal of Neural Networks: Research and Applications, 3(4), 1992.

Russell, I., “A Neural Network Simulation Project” (1992), The Journal of Artificial Intelligence in Education, 3(1), February, 1992.

Russell, I., “Self-Organization and Adaptive Resonance Theory Models” (1991), Proceedings of the Fourth Annual Conference on Neural Networks and Parallel Processing Systems, Indiana-Purdue University, Ft. Wayne, Indiana, April 11-13, 1991.

Russell, I., “Integrating Neural Networks into an AI course” (1991), Proceedings of the Fourth Annual Conference on Neural Networks and Parallel Processing Systems, Indiana-Purdue University, Ft. Wayne, Indiana, April 11-13, 1991.

Russell, I., “Neural Networks in the Undergraduate Curriculum” (1991), The Journal of Computing in Small Colleges, Austin, TX, April 12-13, 1991.

Russell, I., “Neural Networks in the Undergraduate Curriculum” (1991), Collegiate Microcomputer, February, 9(1), 1991.