PUBLICATIONS AND PROJECTS     (w/links to full papers, presentations, or abstracts)

Computational Science

V.N.Alexandrov, J.J.Dongarra, B.A.Juliano, R.S.Renner, C.J.Tan, eds., 2001. Computational Science, in the series Lecture Notes in Computer Science, volumes 2073 and 2074. Springer-Verlag: Berlin Heidelberg, 2001.

Artificial Neural Networks

Neural Network Ensemble Simulator (NNES) Project An ongoing project for the development, deployment, and enhancement of a neural network simulator for ensemble creation, selection, and combination.

S.Vasupongayya, R.S.Renner, B.A.Juliano, 2001. "Model Generation of Neural Network Ensembles using Two-Level Cross-Validation" Lecture Notes in Computer Science #2074, pp.943-951.

S.J.Sheel, D.A.Vrooman, R.S.Renner, S.K.Dawsey, 2001. "A Comparison of Neural Networks and Classical Discriminant Analysis in Predicting Students' Mathematics Placement Examination Scores" Lecture Notes in Computer Science #2074, pp.952-957.

R.S. Renner, 2000. "A Framework for Integrating Ensemble Classifiers and Scientific Database Technologies," proceedings of the 2nd International Conference on Information Reuse and Integration, Honolulu, HI, Nov.1, 2000, pp.9-12. (presentation)

R.S. Renner, 2000. "Systems of Ensemble Networks Demonstrate Superiority over Individual Cascor Nets," proceedings of the International Conference on Artificial Intelligence (IC-AI), Las Vegas, NV, June 2000, pp.367-373.

S.J. Sheel, R.S. Renner, and S.K. Dawsey, 2000. "Alternatives to Math Placement Exams: A Look at Discriminant Analysis, Neural Networks, and Ensembles of Networks," proceedings of the International Conference on Artificial Intelligence (IC-AI), Las Vegas, NV, June 2000, pp.361-366. (presentation)

R.S. Renner, R.C. Lacher, 2000. "Combining Constructive Neural Networks for Ensemble Classification ,"Proceedings of the Joint Conference on Intelligent Systems (JCIS), Atlantic City, NJ, Feb.2000, pp.887-891.

R.S. Renner, R.C. Lacher, B.J. Juliano, 1999. "A Simulation Tool for Managing Intelligent Ensembles," proceedings of the International Conference on Artificial Intelligence (IC-AI), Las Vegas, NV, July 1999, pp.578-584.

R.S. Renner, 1999. "Improving Generalization of Constructive Neural Networks Using Ensembles." Doctoral Dissertation, Florida State University, Department of Computer Science, Tallahassee, Florida.

R.S. Renner, 1996. "Optimization Techniques for Improving Performance and Training of a Constructive Neural Network." Presented at the Neural Information Processing Systems 'Tricks of the Trade' Workshop, NIPS '96, Snowmass, CO, December 1996.


Artificial Intelligence

see neural network publications above.

B.A. Juliano, R.S. Renner, 1999. "Fuzzy Relational Methods and Urbanistics Data." International Conference on Artificial Intelligence (IC-AI), Las Vegas, NV, pp.585-590.


Database Technologies

R.S. Renner, 2000. "A Framework for Integrating Ensemble Classifiers and Scientific Database Technologies," proceedings of the 2nd International Conference on Information Reuse and Integration, Honolulu, HI, Nov.1, 2000.

Boys & Girls Club of Chico (BGC), Chico, CA volunteer consultant and project adviser for database design & development effort, 8/98 - 5/99

Grand Strand Community Against Rape (GSCAR), Myrtle Beach, SC volunteer consultant and founder of database project partnership, 8/97 - 8/98


HyperMedia

C. J. Kacmar, R.S. Renner (presenter), and J. Carey, 1994. "Exploring a new technology for experimental research." Presented at the Western Academy of Management Conference, Santa Fe, New Mexico.

R.S. Renner, 1993. "Hypertext: A Logical Approach to Experimental Management Systems." Master's Thesis, Western Illinois University, Department of Computer Science, Macomb, Illinois.



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This page is maintained by Renner. Last revised: 3/23/01