PUBLICATIONS
N. Bhatnagar, B.A. Juliano, and R.S. Renner, “AnQL: A Query Language for Annotation Documents,”
International Journal of Computer Science, 2(1), pp.1-8, World Academy of Science, Engineering, and
Technology (www.waset.org), ISSN: 1306-4428, 2007.
R.S. Renner and B.A. Juliano, “Integrating Service Learning with Undergraduate Robotics Research,”
Proceedings of AAAI Spring Symposium on Robotics and Robot Venues: Resources for AI Education, SS-07-09,
pp. 133-138, Stanford, CA, ISBN: 978-1-57735-318-8, 2007.
B.A. Juliano and R.S. Renner, “An Undergraduate Course in Robotics and Machine Intelligence,”
Proceedings of AAAI Spring Symposium on Robotics and Robot Venues: Resources for AI Education, SS-07-09,
pp. 74-79, Stanford, CA, ISBN: 978-1-57735-318-8, 2007.
B.A. Juliano and R.S. Renner, “Robotics in the Classroom: Providing Robotics Equipment to Support
Intelligent Systems Curricula,” poster in Proceedings of the Twentieth International Florida Artificial
Intelligence Research Society Conference, Key West, FL, pp.333-334, AAAI Press, Menlo Park, CA, 2007.
N. Bhatnagar, B.A. Juliano, and R.S. Renner, “Data Annotation Models,” Third International Conference on
Intelligent Computing and Information Systems (ICICIS 2007), sponsored by ACM Special Interest Group on
Artificial Intelligence and Special Interest Group on Management Information Systems, Cairo, Egypt. 2007.
N. Bhatnagar, B.A. Juliano, and R.S. Renner, “Data Annotation Models and Annotation Query Language,”
Proceedings of Fourth International Conference on Knowledge Mining, World Academy of Science,
Engineering, and Technology, volume 21, pp.440-445, Bangkok, Thailand, ISSN: 1307-6884, 2007.
R.S. Renner, “Language, Intelligence, and Computation: Formal Course Plan and Assessment,” internal report
submitted to General Education Advisory Committee, Spring 2005.
R.S. Renner, “Computer Science Department Laboratory Plan 2004-2005,” internal report submitted to
College of ECC, Fall 2004.
R. Renner and R. Neruda, “A Foundational Framework for the Integration of Heterogeneous Agents,”
technical report submitted to the COBASE division of the National Research Council, April 2004.
R. Renner and R. Neruda, “Formulating a Heterogeneous Agent Architecture for Modeling of Complex
Systems,” technical report submitted to the WISC division of the American Association for the Advancement of
Science, May 2003.
V. Alexandrov, J. Dongarra, B. Juliano, R.S. Renner, C.J.Tan, eds., “Computational Science – ICCS 2001,”
Lecture Notes in Computer Science, Volume #2073 & 2074, ISBN: 0302-9743 / 3-540-42233-1, Springer-
Verlag, 2001.
S. Vasupongayya, R.S. Renner, and B.A. Juliano, "Model Generation of Neural Network Ensembles Using
Two-Level Cross-Validation". Published in Lecture Notes in Computer Science #2074: Proc. International
Conference on Computational Science. Springer-Verlag, pp.943-951, May 2001.
S.J. Sheel, D. Vrooman, R.S. Renner, S.K. Dawsey, "A Comparison of Neural Networks and Classical
Discriminant Analysis in Predicting Students’ Mathematics Placement Examination Scores,” Published in
Lecture Notes in Computer Science #2074: Proc. International Conference on Computational Science.
Springer-Verlag, pp.952-957, May 2001.
B.A. Juliano, R.S. Renner, and M. Callan, "Progress Report: Seeking Potential Grants and Collaborative
Research Activities in the Washington, DC Area," internal report, College of ECC, March 2001.
R.S. Renner, "A Framework for Integrating Ensemble Classifiers and Scientific Database Technologies,"
invited paper, Proc. International Conference on Information Reuse and Integration, a publication of the
International Society for Computers and their Applications (ISCA), Honolulu, HI, ISBN: 1-880843-36-6, Nov
2000.
H. Arabnia, B. Juliano, R.S. Renner, et.al eds., Proc. International Conference on Artificial Intelligence (ICAI’
00), volume 1 & 2, CSREA Press, Las Vegas, NV, June 2000.
R.S. Renner, "Systems of Ensemble Networks Demonstrate Superiority over Individual Cascor Nets," Proc.
International Conference on Artificial Intelligence (IC-AI’00), Las Vegas, NV, pp.367-373, June 2000.
S.J. Sheel, R.S. Renner, S.K. Dawsey,"Alternatives to Math Placement Exams: A Look at Discriminant
Analysis, Neural Networks, and Ensembles of Networks," Proc. International Conference on Artificial
Intelligence (IC-AI’00), Las Vegas, NV, June 2000.
R.S. Renner and R.C. Lacher, "Combining Constructive Neural Networks for Ensemble Classification," Proc.
Joint Conference on Information Sciences (JCIS), Atlantic City, NJ, pp.887-891, Feb 2000.
R.S. Renner, R.C. Lacher, and B.A. Juliano, "A Simulation Tool for Managing Intelligent Ensembles," Proc.
International Conference on Artificial Intelligence (IC-AI '99), Las Vegas, NV, pp.578-584, June 1999.
B.A. Juliano and R.S. Renner, "Fuzzy Relational Methods and Urbanistics Data," Proc. International
Conference on Artificial Intelligence (IC-AI '99), Las Vegas, NV, pp.585-590, June 1999.
R.S. Renner, “Improving Generalization of Constructive Neural Networks Using Ensembles,” PhD
Dissertation, Florida State University, Dept. of Computer Science, Tallahassee, Florida, March 1999.
C.J. Kacmar, R.S. Renner, J. Carey, "Exploring a New Technology for Experimental Research", Western
Academy of Management, (WAM), Santa Fe, New Mexico, March 1994.
R.S. Renner, “Hypertext: A Logical Approach to Experimental Management Systems,” Master's Thesis,
Western Illinois University, Dept. of Computer Science, Macomb, Illinois, July 1993.