Computer Science Publications
- Laskowski S., G. Grinstein (2000). Requirements for Benchmarking the Integration of Visualization and Data Mining, in Information Visualization in Data Mining and Knowledge Discovery, Morgan-Kaufmann Publishers.
- Grinstein G., P. Hoffman, S. Laskowski, R. Pickett (2000). Benchmark Development for the Evaluation of Visualization for Data Mining, in Information Visualization in Data Mining and Knowledge Discovery, Morgan-Kaufmann Publishers.
- Hoffman, P., G. Grinstein (2000). Multidimensional Information Visualizations for Data Mining with Applications for Machine Learning Classifiers, in Information Visualization in Data Mining and Knowledge Discovery, Morgan-Kaufmann Publishers.
- Meneses, C., G. Grinstein (2001). Visualization for Enhancing the Data Mining Process, Proceedings of SPIE, Data Mining and Knowledge Discovery: Theory, Tools, and Technology III Conference, 15th Annual International Symposium, Vol 4384, Orlando, Florida.
- Grinstein, G., M. Trutschl, U. Cvek (2001). High-Dimensional Visualizations, in Proceedings of the Visual Data Mining Workshop, KDD'2001.
- Grinstein, G., B. Jessee, P. Hoffman, A. Gee, and P. O’Neil (2001). High Dimensional Visualization Support for Data Mining Gene Expression Data, in DNA Arrays: Technologies and Experimental Strategies, CRC Press LLC, Florida.
- Grinstein, G. and C. Meneses, (2001). Visual Data Exploration in Massive Data Sets, in Information Visualization in Data Mining and Knowledge Discovery, Morgan-Kaufmann Publishers.
- Fayyad U., G. Grinstein, A. Wierse (2001). Information Visualization in Data Mining and Knowledge Discovery, Morgan-Kaufmann Publishers.
- Lee, J.P., D. Carr, G. Grinstein, J. Kinney, J. Saffer (2002). The Next Frontier for Bio-and Cheminformatics, IEEE Computer Graphics and Applications, 22, No. 5, pp 6-11.
- Ludwig, J., G. R. Livingston, E. Vozalis, B.G. Buchanan. (2000). What's New? Using Prior Models as a Measure of Novelty in Knowledge Discovery. Proceedings of the Twelfth IEEE International Conference on Tools with Artificial Intelligence, Vancouver, British Columbia, Canada.
- Livingston, G. R., J. M. Rosenberg, B.G. Buchanan. (2001). Closing the Loop: An Agenda- and Justification-Based Framework for Selecting the Next Discovery Task to Perform. In Proceedings of the 2001 IEEE International Conference on Data Mining, San Jose, CA. IEEE Computer Society Press, pp. 385-392.
- Livingston, G. R., J.M. Rosenberg, B.G. Buchanan. (2001). Closing the Loop: Heuristics for Autonomous Discovery. In Proceedings of the 2001 IEEE International Conference on Data Mining, San Jose, CA. IEEE Computer Society Press, pp. 393-400.
- Philips, J. P., G.R. Livingston, B.G. Buchanan. (2001). Toward a Computational Model of Hypothesis Formation and Model Building in Science. To appear in Model-Based Reasoning: Scientific Discovery, Technological Innovation, Values-Proceedings of the 2001 Conference on Model-Based Reasoning in Scientific Discovery, edited by L. Magnani and N. Nersessian, Kluwer.
- Livingston, G., J. Rosenberg, B.G. Buchanan (2002). An Agenda- and Justification-Based Framework for Discovery Systems. Journal of Knowledge and Information Systems. In Press.
- Buchanan, B. G. and G. R. Livingston. (2003). Toward Automated Discovery in the Biological Sciences. AI Magazine. In Press.
- Ganchev, P. and G. R. Livingston. (2003). Using Domain Semantics to Reduce Rule Set Redundancy. Two page research abstract submitted to the 2003 International Joint Conference on Artificial Intelligence.
- Ganchev, P., G. R. Livingston, B. G. Buchanan. (2003). Using Ontological Information to Reduce Redundancy in Rule Sets. Submitted to the 2003 International Conference on Knowledge Discovery and Data Mining.
- D.-Z. Du, P. Pardolas, J. Wang, editors. (2000). Discrete Mathematical Problems with Medical Applications, American Mathematical Society Press, ISBN 0-8218-2096-6.
- D. Chen, J. Wang, X. Wu. (2001). Image segmentation with monotonicity and smoothness constraints. In Proceedings of the 12th International Symposium on Algorithms and Computation, Lecture Notes in Computer Science, Vol. 2223, pages 467-479, Springer-Verlag.
- M. Li, J. Wang. (2001). AntiHACK: an automated system against hacking. In Proceedings of the 9th IEEE International Symposium on Intelligent Signal Processing and Communications Systems, pages 213-218, IEEE Computer Society Press.
- D.Z. Chen, J. Wang, X. Wu. Image segmentation with asteroidality tubularity and smoothness constraints. International Journal of Computational Geometry and Applications 12(5):413-428, 2002.
- K. Sivalingam, J. Wang, X. Wu, and M. Mishra. (2002) An interval-based scheduling algorithm for optical WDM star networks, Photonic Network Communications, 4(1):73-87.
- J. Wang, (2001) Computing and Combinatorics, Lecture Notes in Computer Science, Vol. 2108, Springer-Verlag,. ISBN 3-540-42494-6.
- D.-Z. Du, K.-I. Ko, and J. Wang. (2002) Introduction to Computational Complexity, New Frontiers of Sciences Series, Higher Education Press. ISBN 7-04-0111307-4.
- J. Wang. Complete on average Boolean satisfiability. Journal of Comoplexity, In press.
- Anuradha Gali, Cindy X. Chen, Kajal T. Claypool and Rosario Uceda-Sosa, "From Ontology to Relational Databases", in Proceedings of International Workshop on Conceptual Model-directed Web Information Integration and Mining (CoWIMM'04), Beijing, China, Nov., 2004.
- Rosario Uceda-Sosa, Cindy X. Chen and Kajal T. Claypool, "Framework to Design Ontology Views", in Proceedings of the 23rd International Conference on Conceptual Modeling (ER'04), Beijing, China, Nov., 2004.
- Cindy X. Chen, Haixun Wang, and Carlo Zaniolo, "Toward Extensible Spatio-Temporal Databases: an approach based on User-Defined Aggregates", in Flexible querying and reasoning in spatio-temporal databases: theory and applications, Springer Geosciences/Geoinformation series, 2004.
- Cindy X. Chen, Jiejun Kong and Carlo Zaniolo, "Design and Implementation of a Temporal Extension of SQL", in Proceedings of the 19th International Conference on Data Engineering (ICDE'03), pages 689-691, Bangalore, India, March, 2003.
- Cindy X. Chen, "Data Models and Query Languages of Spatio-Temporal Information", Ph.D. Dissertation, February, 2001.
- Cindy X. Chen and Carlo Zaniolo, "SQLST: A Spatio-Temporal Data Model and Query Language", in Proceedings of the 19th International Conference on Conceptual Modeling (ER'00), pages 96-111, Salt Lake City, Utah, October, 2000.
- Cindy X. Chen and Ashok Malhotra, "XML Queries via SQL", in Proceedings of the 1st International Conference on Web-Age Information Management (WAIM'00), pages 53-60, Shanghai, China, June, 2000.
- Cindy X. Chen and Carlo Zaniolo, "Universal Temporal Extensions for Data Languages", in Proceedings of the 15th International Conference on Data Engineering (ICDE'99), pages 428-437, Sydney, Australia, March, 1999.
- Cindy X. Chen and Carlo Zaniolo, "Universal Temporal Data Languages", in Proceedings of the 6th International Workshop on Deductive Databases and Logic Programming (DDLP'98), pages 113-126, Manchester, UK, June, 1998.
- Daniels, K., Liu, S., Widhani, S., and Chandra, K. Dynamic Channel Assignment with Cumulative Cochannel Interference. In ACM SIGMOBILE's Mobile Computing and Communications Review, vol. 8, no. 4, October, 2004, p. 4-18. See simulation input files.
- Grinde, R.B., and Daniels, K. M. Solving an Apparel Trim Placement Problem using a Maximum Cover Problem Approach. In Institute of Industrial Engineers (IIE) Transactions, vol. 31, no. 8, August, 1999, p. 763-769.
- Milenkovic, V.J. and Daniels, K.M., Translational Polygon Containment and Minimal Enclosure using Mathematical Programming . In International Transactions in Operational Research special issue with papers from IFORS '96, 6:525-554, 1999.
- Daniels, K.M., Milenkovic, V.J., and Roth, D., Finding the Maximum Area Axis-Parallel Rectangle in a Simple Polygon. In Computational Geometry: Theory and Applications, vol. 7, January, 1997, p.125-148. Slides for a talk about this work are here in PowerPoint.
- Daniels, K.M., and Milenkovic, V.J., Multiple Translational Containment. Part I: An Approximate Algorithm. In Algorithmica special issue on Computational Geometry in Manufacturing, vol. 19, 1997, p. 148-182.
- Daniels, K.M., Bergeron, R.D., and Grinstein, G., Line-Monotonic Partitioning of Planar Cubic B-Splines. In Computers and Graphics, vol. 16, no. 1, p. 55-68, 1992.