Curriculum VitaeDr. William Perrizo

North Dakota State University Distinguished Professor of Computer Science,Fargo Chamber of Commerce Distinguished Professor,Jordan A. Engberg Presidential Professor,Computer Science Department, IACC 258North Dakota State UniversityFargo, North Dakota 58108-6050(701) 231-7248 -8255 FAX

email:William.perrizo@ndsu.eduwww.cs.ndsu.nodak.edu/~perrizo/index.html

Table of Contents

Education

Positions and Experience

Publications

Teaching and Advising

External Funding of Research

University Governance and Service

Other Professional Activities

Addresses and Conference Organization

Thesis and Dissertation Direction

Patents

Awards

EDUCATION

1972 Ph.D., Mathematics, University of Minnesota1967 M. S., Mathematics, University of Wisconsin1965 B. A., Mathematics, St. John's University (MN)

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EXPERIENCE 2010 Senior Consulting Scientist, Treeminer Inc.2008 Fargo-Moorhead Chamber of Commerce Distinguished Professor2007 University Distinguished Professor, North Dakota State University2005-06 Nominee, Faculty Lectureship, North Dakota State University2005 Editorial Board, Int’l Journal of Computational Intelligence in Bioinformatics and System Biology2005 Editorial Board, The Bioinformation Journal2005-09 Vice President of The International Society for Computers and Their Applications 2001 Jordan A. Engberg Presidential Professor2003 Senior Member, The International Society of Computer Applications2003-04 Board Member, Freedom High Charter School2001-08 Board Member, International Society of Computer Applications2001-03 Member, Center for Genomics and Bioinformatics2000-08 Northern Plains Ethics Institute, Gown Member1998-02 Chair, North Dakota State University Information Technology Roundtable1997-01 North Dakota State University Research Foundation Board1996-02 North Dakota State University Information Technology Roundtable1995-02 Upper Midwest Aerospace Consortium, scientist, Board member1995-99 Interim Dean of Research Administration, North Dakota State University.1995-96 Multimedia Director, North Dakota State University1989 Research Scientist, IBM ABS, Rochester, MN1986-91 Director, Mathematics and Computer Modeling Component of ND EPSCoR1986 Professor of Computer Science, North Dakota State University1984 US Air Force Electronic Systems Division Research Scientist, Hanscom Air Force Base, MA1983-89 Director, Computer Systems Institute, North Dakota State University1982-83 Visiting Professor, Management Information Systems, University of Minnesota1978-84 Director of Graduate Studies, Department of Mathematical Sciences, NDSU1978-79 Acting Chairman, Department of Mathematical Sciences, NDSU1977-86 Associate Professor, Department of Mathematical Sciences, NDSU1973-77 Assistant Professor, Department of Mathematics, NDSU1972-73 Assistant Professor Mathematics, Oregon State University1967-72 Teaching/Research Assistant, University of Minnesota1965-67 Teaching Assistant, University of Wisconsin

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JOURNAL PAPERS

55. Fast attribute-based table clustering using Predicate-Trees: A vertical data mining Approach, Journal of Computational Methods in Sciences and Engineering, (2012) pgs. 1–8, Arjun G. Roy, Arijit Chatterjee, Md K. Hossain and William Perrizo.

54. “Maximum Likelihood Function used to Calculate Confidence of Association Rules in Market Baskets”, Journal of Computational Methods in Science and Engineering, IOS Press, Netherlands, A. Chatterjee and W. Perrizo, 2012.

53. “DAYVD: An Iterative Density-Based Approach for Clusters with VarYing Density”, International Journal of Computers and Their Applications, Volume 17, Number 1, ISSN 1076-5204, B. Wang and W. Perrizo, March, 2010.

52. “Enhanced SMART-TV: A Classification with Vertical Data Structures and Dimensional Projections Pruning”, The Internetworking Indonesian Journal, Volume 1, Number 2, pp. 3-10, 2009, (with A. Abidin).

51. “A P-Tree Based Framework for Outlier Detection,” Submitted to The IEEE Transactions on Knowledge and Data Engineering (TKDE), with D. Ren.

50. “Vertical Data Mining on Very Large Database Systems”, Information Science Journal, Volume IV, IGI Global Publishing Co., QA76.9D37E52, 2008, pp. 2036-2041, William Perrizo, Qiang Ding, Qin Ding, and Taufik Abidin.

49. “PARM - An Efficient Algorithm to Mine Association Rules from Spatial Data" Institute of Electrical and Electronic Engineering (IEEE) Transactions of Systems, Man, and Cybernetics, Volume 38, Number 6, ISSN 1083-4419), pp. 1513-1525, December, 2008 (with Qin Ding and Qiang Ding).

48. "Support-less Association Rule Mining using Tuple Count Cubes", Journal of Information and Knowledge Management (JIKM), . iKMS & World Scientific Pub. Co., Dec., 2007 V6:4, pp. 271-280, (with Q. Ding).

47. “A Hybrid Clustering Method for Evaluating and Classifying Gene Expression Data”, International Journal of Computers and Their Applications, Volume 14, Number 4, ISSN 1076-5204, B. Wang and W. Perrizo, Dec., 2007.

46. "Parameter Optimized, Vertical, Nearest Neighbor-Vote and Boundary-Based Classification", Association of Computing Machinery Knowledge Discovery and Datamining Explorations, Volume 8, Issue 2, December, 2006, pp. 63-69, A. Perera and W. Perrizo.

45. “The Role of Data Mining in Turning Biological Data into Biological Information”, The International Journal of Bioinformation, 2007; Volume 1, Number 9, pp. 351–355, December, 2007.

44. “CARIBIAM: Constrained Association Rules using Interactive Biological IncrementAl Mining.", International Journal of Bioinformatics Research and Applications (IJBRA), with I. Rahal, R Rahal, B.Wang, W. Perrizo, 2008, Volume 4, Number 1, pp. 28-48.

43. “An Efficient Weighted Nearest Neighbor Classifier using Vertical Data Representation”, International Journal of Business Intelligence and Data Mining, Q. Ding, M. Khan, A. Denton, Qi. Ding, W. Perrizo, Vol.2, No. 1, March, 2007, pp 64-78, ISSN: 1743-8195.

42. “Efficiency Considerations for k-Nearest Neighbor Text Categorization”, Journal of Information & Knowledge Management, Volume 5, Number 3, 211-222. iKMS & World Sci. Pub. Co., I. Rahal, H. Najadat, W. Perrizo, 2006.

41.”An Efficient Vertical Quantitative Frequent Pattern Mining System”, International Journal on Computers and Their Applications (ISCA), Volume 12, Number 4, pp 233-240, Baoying Wang, Fei Pan, Yue Cui, William Perrizo, 2005.

40. "A Scalable Vertical Model for Mining Association Rules", Journal of Information and Knowledge Management (JIKM), . iKMS & World Scientific Publishing Co., Dec., 2007, V 3:4, pp. 317-331, with I. Rahal and D. Ren.

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39. “Exploiting edge semantics in citation graphs using efficient, vertical ARM,”  International Journal of Business Intelligence and Data Mining, V 2:1, 2006, (with Qin Ding, Maleq Kahn, Qiang Ding, and Anne Denton.

38. "A Vertical Approach to Computing Set Squared Distance" The International Journal of Computers and Their Applications, ISSN 1076-5204, Volume 13, Number 22, pp. 94-102, T. Abidin, A. Perera, M. Serazi, W. Perrizo, 2006.

37. “Exploiting Edge Semantics in Citation Graph Data Using an Efficient Vertical Association Rule Mining Model”, Knowledge and Information Systems Journal (KAIS), Volume 1:1, pp. 57-91, Springer-Verlag, London ISSN 0219-1377, DOI: 10:1007/s10115-005-0229-2, (with I. Rahal, D. Ren, W. Wu, A. Denton, C. Besemann), 2006.

36. “A Predicate-tree based Framework for Accelerating Multilevel Secure Database Queries”, International Journal of Computer Applications, Volume 11, Number 4, December, 2004, pp 262-270, (with I. Rahal).

35. “Comprehensive Vertical Sample-based K-Nearest Neighbor and Local Support Vector Machine Classification for Gene Expression Analysis”, Journal of Biomedical Informatics, Elsevier, Volume 37, pp. 240-248, F. Pan, B. Wang, X. Hu, W. Perrizo, 2004

34. “Multimedia Data Mining using Peano Trees”, Springer Verlag LNCS#2797, ISBN3-540-20305-2, (with W. Jockheck, A. Perera, D. Ren, W. Wu Y. Zhang), 2003

33. “Evaluating Performability of Tactical Communications Networks”, Institute of Electronic and Electrical Engineering, Transactions on Vehicular Technology, Volume 53, Number 1, (with Victor Shi), 2004.

32. “Read-Commit Order for Concurrency Control in Centralized High Performance Database Systems”, Information: An International Journal, Volume 7, Number 1, pp 95-106, (with Victor Shi), 2004.

31. “Cluster Analysis of Spatial Data Using Peano Count Trees”, Information: An International Journal, Volume 7, Number 1, pp.15-26, Q. Ding, W. Perrizo, 2004.

30. "The Digital Active Network for Anthropology (DANA) A National Science Digital Lobrary (NSDL) Initiative", Journal of Digital Information, Volume 2, Issue 4, Special Issue on Interactive Digital Libraries, Anita Coleman and Maliaca Oxnam, eds. British Computer Society, Oxford Univ. Press, IAM Research Gp., Univ. of Southampton, UK, http://journals.tdl.org/jodi/article/view/jodi-54/53. May 2002, (Jeffrey Clark, Brian Slator, William Perrizo, et al).

29. "Access Control Schemes and Performance of a Link with Heterogeneous Traffic", Institute of Electrical and Electronic Engineering Transactions on Communications, Volume 51, 2002 (with V.Shi).

28. "Measured Average Cell Rate-Based Congestion Avoidance Scheme", International Journal of Communication Systems, Volume 14, Issue 1; 2001 (with Hyun Choi and K. Nygard).

27. "The Performance of a Link with Multi-priority Traffic", Institute of Electrical and Electronic Engineering Transactions on Communications, Volume 46, Number 6, June, 1998. (with V. Shi, W. Chu).

26. "An Improved Algorithm for Concurrency Control in Distributed Database Systems", Information Science Journal, Volume 103, Number 1-4, pp. 23-26, 1997. (with W. Yao and X. He)

25. "A Concurrency Control Model for MLS Object-Oriented Databases", International Journal of Microcomputer Applications, Volume 14, Number 3, 1996, pp. 107-113 (with H. Hakimzadeh, R. Haraty, B. Panda).

24. "Domain Vector Perfect Hash Join for Dynamic Memory Allocation", International Journal of Microcomputer Applications, Volume 14, Number 4, 1996, pp. 93-100 (with V.N.R. Goli).

23. "Application of Machine Learning to Multi-database Schema Integration", International Journal of Microcomputer Applications, Volume 13, Number 2, 1995, pp. 81-90. (with C. Azarbod)

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22. "Accessing Earth System Science Data and Applications Through High-Bandwidth Networks", IEEE Journal on Selected Areas in Communications, V113:5, June, 1995. (with R. Vetter, et al)

21. "Multi-Way Equi-join Query Acceleration Using Hit-Lists", Journal of Integrated Computer-Aided Engineering, Volume 2, Number 1, 1995, pp. 69-85 (with K. Scott, J. Gustafson and S. Schilling).

20. "Distributed Window Concurrency Control for Distributed Database Systems", International Journal of Computers and Their Applications, Volume 1, Number 2, Dec., 1994, pp. 61-66.

19. "KB-HYDRO: A Heterogeneous Distributed System Integrating Data and Knowledge Bases", International Journal of Microcomputer Applications, Volume 13, Number 1, 1994, (with P. Ram, et al).

18. "Instance Variable Access Locking for Object-Oriented Databases", International Journal Microcomputers Applications, Volume 12, Number 2, 1993, pp. 68-74 (with H. Hakimzadeh).

17. "Algorithm Management Systems: A Design Paradigm for Database Systems, Mathematical Modeling and Scientific Computing Journal, Volume 2, 1993, pp. 275-280.

16. "Distributed Query Processing in FDDI Local Area Network", Mathematical Modeling and Scientific Computing Journal, Volume 3, 1994, pp. 293-298. (with Liyun Chen).

15. "An Architectural Testbed for DDBMMS Development and Analysis", Mathematical Modeling and Scientific. Computing, Volume 2, 1993, pp. 269-274. (with N.Kadaba, P.Ram, J.Rajkumar, H.Hakimzadeh and L.Chen).

14. "Performance Analysis of Distributed Systems for Parallelizing Genetic Algorithms", Mathematical Modeling and Scientific Computing, Volume 2 1993, pp 174-179, (with N. Kadaba, P. Ram).

13. "A Neural Network Based Distributed Query Processing Strategy Selector" Mathematical Modeling and Scientific Computing Journal Volume 1, 1992, pp.299-304, (with P. Ram).

12. "Transaction Management in Multilevel Secure Database Management Systems", Mathematical Modeling and Scientific Computing Journal, Volume 1, 1992, pp. 281-286, (with R. Haraty).

11. "Simulation Process Simplification", Mathematical Modeling and Scientific Computing Journal, Volume 1, 1992, pp. 169-173. (with J. Rajkumar)

10. "Simulation of a Distributed Query Processing on Fiber Distributed Data Interface Token Ring Networks", Mathematical and Computer Modeling, Volume 14, 1990, pp.1140-1143, (with V. Vananupong)

9. "Composite Semijoins in Distributed Query Processing", Information Science Journal, North-Holland, Volume 50, Number 2, 1990, pages 197-218. (with C-S. Chen).

8. "A Distributed Tactical Battle Data Transaction Management System", Mathematical and Computer Modeling Journal, Volume 13, 1989, pp. 1129-1133.

7. "Optimizing Distributed Query Processing Using Multiple Data Distribution Models", Journal on Policy and Information, Volume 13, Number 2, Dec, 1989, pp. 203-216, (with C-S Chen).

6. "Algorithms for Distr. Query Processing in Broadcast LANs", Institute of Electrical and Electronic Engineering Transactions on Knowledge and Data Engineering, V 1:2, June, 1989, pp. 215-225, (with Y.Y. Lin and W. Hoffman).

5. "Prototype Simulation and Animation on Small Computers", Mathematical and Computer Modeling Journal, Volume 11, 1987, pages 540 - 545. (with Blair Koch).

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4. "A Method for Processing Distributed Database Queries", Institute of Electrical and Electronic Engineering Transactions on Software Engineering, Volume SE-10; Number 4, pages 466 - 471, July 1984.

3. "Unique Ergodicity of Flows on Homogeneous Spaces", Israel Journal of Mathematics; Volume 29; Numbers 2 and 3; September 1978, pages 276 - 284, (with Robert Ellis).

2. "Extensions of Minimal Flows on Manifolds", Proceedings of American Mathematical Society; Volume 59, Number 2; pages 421-429, September, 1976.

1. "Omega-linear Vector Fields on Manifolds", Transactions of The American Mathematical Society; Volume 196; Providence, RI; pages 289 - 312, September, 1974.

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REFEREED CONFERENCE and SYMPOSIUM PAPERS

173. “Functional Analytic Unsupervised and Supervised Data Mining Technology”, International Society of Computer Applications Conference on Applications. in Industry and Engineering., (CAINE), Los Angeles, CA, Sept. 2013.

172. “Knowledge Discovery in Protected Vertical Information”, International Society of Computer Applications Conference on Applications. in Industry and Engineering., (CAINE), Los Angeles, CA, Sept. 2013.

171. “Predicate Tree based Pretty Good Privacy of Data”, 13th Joint IFIP and TC11 Conference on Communications and Multmedia Security, Sept., 2012, Canterbury, UK, (with A. Roy).

170. “Calculating the Squared Euclidean Distance for Vertical Data Represented in pTrees”, International Conference of Software and Data Engineering, Los Angeles, June, 2012. (with Md. Hossain, A. Chatterjee and A. Roy).

169. “Multi-hop Closure Theorem in the RoloDex Model using pTrees”, International Conference of Software and Data Engineering, Los Angeles, June, 2012. (with A. Chatterjee, A. Roy and Md. Hossain).

168. "Column-oriented Database Systems : A Comparison Study", Int’l Conf. on Computer Applications, March, 2012, A. Roy, A. Chatterjee, Md. Hossain, W. Perrizo.

167. "Algorithms to Calculate the Manhattan (L1) Distance for Vertical Data Represented in pTrees", Int’l Conf. on Computer Applications, March 2012, A. Roy, A. Chatterjee, Md. Hossain, W. Perrizo.

166. "Relational Association Rule Mining in Market Basket using the RoloDex Model with P-Tree", Int’l Conf. on Computer Applications, March 2012, A. Roy, A. Chatterjee, Md. Hossain, W. Perrizo.

165. “Efficient K-Median Clustering with Bit Sliced Column Data”, Australian Data Mining Conference, Dec., 2011, Ballart, Australia, A. P. Shehan, W. Perrizo.

164. “pTree Singular Value Decomposition of Item-Feature Collaborative Filtering Algorithms”, International Conference on Computers and Their Applications, March, 2011, New Orleans (with T. Lu, Y. Wang, W. Perrizo).

163. “Correlation-Regression Extended to ARM”, International Conference on Computers and Their Applications, March, 2011, New Orleans (with A. Chaterjee, W. Perrizo).

162. “Maximum Lieklihood Functions used to Calculate Confidence in ARM”, Proc. of International Conference on Software Engineering and Data Engineering, Las Vegas, June, 2011, A. Roy, M. Piehl, A. Chatterjee, W. Perrizo.

161. “Fast Attribute Unsupervised and Supervised Table Clustering using pTrees”, Proc. of International Conference on Software Engineering and Data Engineering, Las Vegas, June, 2011, A. Roy, M. Piehl, A. Chatterjee, Md. Hossain, B. Mesich, T. Lu, G. Wettstein, A. Perera, W. Perrizo.

160. “Efficient Median Clustering with Bit Sliced Column Data”, NASA Conference on Intelligent Data Understanding (CIDU 2010), Oct. 5-6, 2010, Mountain View, CA, (with Amal Shehan).

159. “Jewels, Himalayas and Fireworks, Extending Methods for Visualizing N Dimensional Clustering”, International Conference on Computers and Their Applications, March, 2010 (with W. Jockheck).

158. “A Novel Combinatorial Score for Feature Selection with P-Trees in DNA Microarray Data Analysis”, ISCA SEDE-2010 conference, San Fransisco, June, 2010 (with Y. Yang and T. Lu).

157. “Extention Study on Item-Based P-Tree Correlaborative Filtering Algorithm”, International Conference on Computers and Their Applications, March, 2010 (with T. Lu, Y. Wang, A. Perera, G. Wettstein).

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156. . “Bidirectional String Matching Algorithms in Text Mining”, IADIS Information Systems Conferencee, February, 2009, (with A. Chatterjee).

155. “Correlation Regression Extended to Association Rules in Market Baskets”, IADIS Information Systems Conferencee, February, 2009, (with A. Chatterjee).

154. “Gene Function Prediction”, International Conference on Software Engineering and Data Engineering, July, 2009, W. Perrizo, A. Perera, 2009.

153. “The Universality of Nearest Neighbor Sets for Predictions”, Proc. of International Conference on Software Engineering and Data Engineering, July, 2009, T. Lu, W. Perrizo, A. Perera, G. Wettstein, 2009.

152. “An Evolutionary Nearest Neighbor Classification and :Prediction Framework”, Proc. of International Conference on Software Engineering and Data Engineering, July, 2009, A. Perera, D.G.N. Dayaratne, W. Perrizo, 2009.

151. “Experimental Study on Item-based Ptree Collaborative Filtering”, Proc. of International Conference on Software Engineering and Data Engineering, Las Vegas, July, 2009, T. Lu, W. Perrizo, A. Perera, Y. Wang, G. Wettstein, 2009.

150. “A Lossless Image Compression Technique Using Generic Peano Pattern Mask Trees”, Proceedings of the 11th International Conference On Computer Information Technology (ICCIT-2008), Dhaka, Bangeladesh, Dec. 2008. (with H. Kabir, S. Imam, and K. Hasan).

149. "Lossless Image Compression using Generic Peano Pattern Mask Tree", Conference Proceedings of ICCIT-2008 (Int’l Conf. on Computer and Info Technology), Khulna, Bangeladesh, Dec. 25, 2008, (with Mohammad Hossein).

148. “Data Mining Classification Using Parisot Correlation”, 17th Internation Conference on Software Engineering and Data Engineering (SEDE-2008), Los Angeles, June 30-July2, 2008.

147. “Parisot Correlation in Business Intelligence”, 17th Internation Conference on Software Engineering and Data Engineering (SEDE-2008), Los Angeles, June 30-July2, 2008.

146. “Parameter Optimized, Vertical, Nearest Neighbor Vote and Boundary-Based Classification”, 2007 International Conference on Computers and Their Applications, Honolulu, A. Perera, W. Perrizo, March, 2007 (received the “Best Paper Award” for the entire conference).

145. “Visualization of High-Dimensional Space”, 2007 International Conference on Computers and Their Applications, M. Canton, W. Perrizo, Honolulu, March, 2007.

144. “Spatial Proximity of Structural Attributes in Analysing Remotely Sensed Imagery”, 2007 International Conference on Computers and Their Applications, M. Canton, W. Perrizo, Honolulu, March, 2007

143. “Biological, Intelligent Text-Based Ranking of Genes”, Intenational Conference on Software Engineering and Data Eng., Los Angeles, I. Rahal, W. Saeed, A. Srivastava, P. Kotala, R. Syamala, C. Carvalho, W. Perrizo, July, 2006.

142. “A Predicate-based Incremental Refresh Method for a Data Warehouse”, Proceedings of the International Conference on Software Engineering and Data Engineering, Los Angeles, D. Ren, G. Zhang, W. Perrizo, July, 2006.

141. “A Hierarchical Approach for Clusters in Different Densities”, Proceedings of the International Conference on Software Engineering and Data Engineering, Los Angeles, B. Wang, W. Perrizo, July, 2006.

140. “Statistic Preserving Steganography using Database Tables”, 2006 International Conference on Computers and Their Applications, Seattle, G. Hamer, W. Perrizo, March, 2006.

139. “Efficient Image Classification on Vertically Decomposed Data”, IEEE Multimedia Databases and Data Management (MDDM’06), Atlanta, GA, April, 2006, T. Abidin, A. Dong, H. Li, W. Perrizo.

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138. “SMART-TV: A Fast and Scalable Nearest Neighbor Based Classifier for Data Mining”, Association of Computing Machinery, Symposium on Applied Computing, April, 2006, Dijon, France, T. Abidin, W. Perrizo.

137. “Vertical K-Median Clustering”. International Conference on Computers and Their Applications, A. Perera, W. Perrizo, Seattle, March, 2006.

136. “An Alternative Arrangement of Symmetric Datasets for Vertical Clustering Algorithms”. Proceedings of International Conference on Computers and Their Applications, T. Abidin, W. Perrizo, Seattle, March, 2006.

135. “Aggregate Function Computation and Iceberg Querying in Vertical Databases”, International Conference on Computers and Their Applications, Y. Cui, W. Perrizo, Seattle, March, 2006.

134. “Clustering Microarray Data based on Density and Shared Nearest Neighbor Measures”, International Conference on Computers and Their Applications, Seattle, March, 2006, R. Syamala, W. Perrizo.

133. “A Unified Theory of Data Mining based on Unipartite and Bipartite Graphs”, Proceedings of International Conference on Computers and Their Applications, Seattle, March, 2006, W. Perrizo.

132. “Improved Versions of Lossless Image Compression using PPM-trees”, International Conference on Computer and Information Technology (ICCIT), Dhaka, Bangeladesh, December, 2005, K. Hussain, W. Perrizo

131. “Algorithm for Shifting Images Stored in Peano Mask Trees”, International Conference on Computer and Information Technology (ICCIT), Dhaka, Bangeladesh, December, 2005, K. Hussain, W. Perrizo.

130. “Steganography-1”, International Conference on Intelligent and Adaptive Systems and Software Engineering, Toronto, July, 2005, G. Hamer, W. Perrizo.

129. “Steganography-2”, International Conference on Intelligent and Adaptive Systems and Software Engineering, Toronto, July, 2005, G. Hamer, W. Perrizo.

128. “Vertical Set Square Distance Based Clustering without Prior Knowledge”, Conference on Intelligent and Adaptive Systems and Software Engineering, Toronto, 2005, A. Perera, T. Abidin, M. Serazi, G. Hamer, W. Perrizo.

127. “An API for Transparent Distributed Vertical Data Mining”, International Conference on Intelligent and Adaptive Systems and Software Engineering, Toronto, July, 2005, M. Serazi, A. Perera, T. Abidin, G. Hamer, W. Perrizo

126. “Vertical Set Square Distance: A Fast and Scalable Technique to Compute Total Variation”, International Conference on Computers and Apps, New Orleans, March, 2005, T. Abidin, A. Perera, M. Serazi, W. Perrizo.

125. “Sub-Cellular Ex. of Species Cytoplasm Specific Gene in Different Stages of Wheat Devel.”, Plant and Animal Genome Conference Poster ,2004, San Diego, K. Hussain, D. Laudencia, O. Lizarazu, S. Kianian, W. Perrizo.

124. “Invisible Digital Watermarking of Remotely Sensed Satellite Images – A New Approach”, ISCA Conference on Computer Applications in Industry and Engineering, Orlando, FL, Nov., 2005, S. Krebsbach, W. Perrizo.

123. “Incremental Interactive Mining of Constrained Association Rules from Biological Annotation Data” Association of Comp. Machinery, Symposium on Applied Computing, ACM SAC 2005, Mar., Santa Fe, NM, I. Rahal, W. Perrizo.

122. “A Comprehensive Hierarchical Clustering Method for Gene Expression Data” Association of Computing Machinery, Symposium on Applied Computing, ACM SAC 2005, Mar., Santa Fe, NM, B. Wang, W. Perrizo.

121. “Primer Design for Wheat Reverse Genetics from Triticum Monococcum ESTs”, Plant and Animal Genome Conference Poster, PAG 2004, Jan., 2004, San Diego, CA (with R. Syamala, A. Rishi, K. Hussain, R. Yadigari, S. Kianian).

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120. “Bayesian Classification for Spatial Data using P-trees”, IEEE International Multi-Topics Conference, IEEE INMIC, Lahore, Pakistan, Dec., 2004, (with Md. K. Hossain, R. Alam, A. Reaz)

119. “A P-tree-based Outlier Detection Algorithm”, International Society of Computer Applications Conference on Applications. in Industry and Engineering., ISCA CAINE 2004, Orlando, FL, Nov., 2004 (with B. Wang, D. Ren)

118. “A Cluster-based Outlier Detection Method with Efficient Pruning”, International Society of Computer Applications Conf. on Applics. in Industry and Eng., ISCA CAINE, Nov., 2004 (with B. Wang, D. Ren)

117 “A Density-based Outlier Detection Algorithm using Pruning Techniques”, International Society of Computer Applications Conf. on Applics. in Industry and Eng., ISCA CAINE 2004, Nov., 2004 (with B. Wang, K. Scott, D. Ren)

116. “Parameter Reduction for Density-based Clustering on large Data Sets”, International Society of Computer Applications Conference on Applications in Industry and Engineering, ISCA CAINE 2004, Nov., 2004 (with B. Wang)

115. “Outlier Detection with Local Pruning”, Association of Computing Machinery Conference on Information and Knowledge Management, ACM CIKM 2004, Nov., 2004, Washington, D.C., (with D. Ren).

114. “Bioinformatics Involving Vertical Data”, Fourth Virtual Conference on Genomics and Bioinformatics, VCGB 2004, September, 2004.

113. “RDF: A Density-based Outlier Detection Method using Vertical Data Representation”, IEEE International Conference On Data Mining, IEEE ICDM 2004, Nov., 2004, Brighton, U.K., (with D. Ren, B. Wang).

112. “A Vertical Outlier Detection Method with Clusters as a By-Product”, IEEE International Conf. On Tools in Artificial Intelligence, IEEE ICTAI 2004, Nov., 2004, Boca Raton, FL, (with D. Ren).

111. “Mining Confident Minimal Rules with Fixed-Consequent”, IEEE International Conference On Tools in Artificial Intelligence, IEEE ICTAI 2004, Nov., 2004, Boca Raton, FL, (with I. Rahal).

110. “Properties of Universal and Existential Predicates on Predicate-Bushes”, Rushmore Regional Conference on Biocomplexity, August, 2004, Sioux Falls, SD, (with D. Akimov)

109. “DataMIME™”, Proceedings of Association of Computing Machinery, Management of Data, ACM SIGMOD 2004, Paris, June 2004. (with I. Rahal, M. Serazi, A. Perera, Q. Ding, F. Pan, D. Ren, W. Wu, and V. Malakhov)

108. “Efficient Ranking of Keyword Queries Using P-Trees”, Proceedings of the 19th International Conference on Computers and Their Applications (CATA-04), Seattle, WA, March 2004. (with F. Pan, I. Rahal, Y. Cui) 107. “A Kernel-Based Semi-Naïve Bayesian Classifier Using P-Trees”, Proceedings of SIAM Data Mining Conference, SIAM DM 2004, Lake Buena Vista, FL, April 2004. (with A. Denton).

106. “Decision Tree Induction for Dynamic, High-Dimensional Data Using P-Trees”, Proceedings of International Conference on Computers and Their Applications (CATA-04), Seattle, WA, March 2004. (with A. Denton)

105. “Rapid and Accurate KNN/PSVM for Microarray Gene Expression Analysis”, Proceedings of SIAM Bioinformatics Workshop, Lake Buena Vista, FL, April 2004. (with F. Pan, B. Wang, X. Hu)

104. “Efficient Density Clustering Analysis for Gene Expression Data”, Proceedings of SIAM Workshop, Lake Buena Vista, FL, April 2004. (with F.Pan, B.Wang, X.Hu)

103. “An optimized Approach for KNN Text Categorization using P-trees”, Proceedings of the ACM Symposium on Applied Computing, Nicosia, Cyprus, March 2004. (with I. Rahal)

102. “Efficient Density Clustering for Spatial Data”, ECML PKDD 2003. (with F. Pan, B. Wang, Y. Zhang, D. Ren and X. Hu)

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101. “Semi-parametric Regression Analysis of Yeast Gene Regulation Prediction”, American Chemical Society Biotechnology Division, New Orleans, March, 2003. (with F. Pan and X. Hu).

100. “Integrating Query Processing and Data Mining In Relational DBMSs”, ISCA Computers and Their Applications Conference, San Diego, March, 2003. (with Q. Ding, V. Shi and K. Scott).

99. “Finding Predictive Precursors in Time Series Data”, ISCA Computers and Their Applications Conference, San Diego, March, 2003. (with W. Jockheck).

98. “Accelerating Multilevel Secure Database Queries using P-tree Technology”, ISCA Computers and Their Applications Conference, Honolulu, HI, March, 2003. (with I. Rahal).

97. “Computing the Blocking Probability in Tactical Communication Networks”, IEEE Int’l Conference on Telecommunications, Feb., 2003, French Polynesia. (with V. Shi).

96. “PINE – Podium Incremental Neighbor Evaluator for Classifying Spatial Data”, Association of Computing Machinery Symposium on Applied Computing, Florida, May, 2003. (with Q. Ding, A. Denton, K. Scott, M. Khan).

95. “Data Mining and Data Warehousing of Many-to-Many Relationships and Applications”, Invited Plenary Paper at the Int’l Conf. On CS, SE, IT and e-Business and Applications (CSITeA’03), Rio de Janeiro, June, 2003.

94. “Framework Unifying Association Rule Mining, Clustering and Classification”, Int’l Conf. On CS, SE, IT and e-Business and Applications (CSITeA’03), Rio de Janeiro, June, 2003. (with A. Denton).

93. "On Mining Satellite and Other Remotely Sensed Images", Association of Computing Machinery DiSC OnLine Proceedings, March, 2003. (with Qin Ding, Qiang Ding and Amalendu Roy).

92. “Density Clustering for Large Spatial Data using Hobbit Rings”, European Conf. On Machine Learning / Principles and Practice in Knowledge Discovery in Databases Conference, Sept., 2003, Croatia (with F. Pan, B. Wang, Y. Zhang, D. Ren, X. Hu)

91. “The Digital Archive Network for Anthropology and World Heritage (DANA-WH)”, World Archaeological Congress, June, 2003. (with J. Landrum, J. Clark, A. Bergstrom, B. Slator, R. Frovarp, R. Kranitz).

90. “Efficient OLAP Operations for Spatial Data Using Peano Trees”, Association of Computing Machinery Data Mining and Knowledge Discovery, San Diego, June, 2003 (with B. Yang, D. Ren, F. Pan, Q. Ding).

89. “An Automatic Face Recognition System using PkNN Classifiers”, Int’l Conf. On Computer Information Technology, Bangeladesh, Dec. 2003. (with H. Kabir).

88. “Lossless Data-mining Ready Image Compression”, Proceedings of the 6th International Conference on Computer Information Technology (ICCIT-2003), Dhaka, Bangeladesh, Dec. 2003. (with F. Rabbi and H. Kabir).

87. “Efficient Proximal Support Vector Machine for Spatial Data”, ISCA Computer Applications in Industry and Engineering Conference, Las Vegas, Nov., 2003, pp292-298. (with B. Wang, Y. Cui, F. Pan).

86. “Efficient Quantitative Frequent Pattern Mining Using Predicate Trees”, ISCA Computer Applications in Industry and Engineering Conference, Las Vegas, Nov., 2003, pp168-172. (with B. Wang, F. Pan, D. Ren and X. Hu).

85 “Watermarking Remotely Sensed Images”, ISCA Computer Applications in Industry and Engineering Conference, Las Vegas, Nov., 2003, pp17-22. (with S. Krebsbach and G. Hamer).

84. "Construction of Yeast Protein Interaction Networks using kNN, Genetic Algorithms and Gene Annotation Data", Genome Informatics, Cold Springs Harbor, NY, May, 2003. (With Granda, et al).

11

83. “P-tree Classification of Yeast Gene Deletion Data”, SIGKDD Explorations, January 2003 Vol 4, Issue 2. (with A. Perera, A. Denton, P. Kotala, W. Jockheck, and W. Valdivia-Granda)

82. “Automatic Fingerprint Identification System using P-trees”, International Conference on Computers and Information Technology (ICCIT), Bangladesh, Dec., 2002. (with H. Kabir).

81. “Lazy Classifiers Using P-trees”, ISCA Computer Applications in Industry and Engineering Conference (CAINE), San Diego, November 2002. (with Q. Ding and A. Denton)

80. “Efficient Hierarchical Clustering of Large Data Sets Using P-Trees”, CAINE’02, San Diego, November 2002. (with A. Denton, Qiang Ding and Qin Ding)

79. “Performance Improvement for Bayesian Classification with P-trees”, CAINE’02, San Diego, November 2002. (with A. Perera and M. Serazi)

78. “What Difference does a Virtual Conference on Genomics and Bioinformatics Make”, Proceedings of Second Virtual Conference on Genomics and Bioinformatics, 2002. (with W. Valdivia-Granda and E. Deckard) http://www.virtualgenomics.org/Proc_VCGB2002.pdf.

77. “Multimedia Data Mining Using P-trees”, MDM/KDD 2002. (with W. Jockheck, A. Perera, D. Ren, W. Wu, Y. Zhang)

76. “P-trees and ARM for gene expression profiling of DNA Microarrays”, Intl Conference on Bioinformatics, 2002. (with W. Valdivia-Granda, F. Larson and E. Deckard)

75. “Place-based Model of Internet Topology”, Intl Conf. Internet Computing, 6/02, Las Vegas. (with S. Cai, V. Shi).

74. "Association Rule Mining on Remotely Sensed Images Using Ptrees", Pacific Asian Knowledge and Data Mining Conf. May, 2002 (with Q. Ding).

73. "K-Nearest Neighbor Classification on Spatial Data Streams Using P-Trees",, Pacific-Asian Knowledge and Data Mining Conf., May, 2002 (with M. Khan, Q. Ding)

72. "Cluster Analysis of Spatial Data Using Peano Count Trees" ISCA, Computers And Their Applications Conference - April, 2002 (with Qiang Ding).

71. "A New Method for Concurrency Control in High Performance Database, Systems", ISCA Computers And Their Applications Conference - April, 2002 (with V. Shi).

70. "Peano Count Trees (P-Trees) and Association Rule Mining for Gene Expression, Profiling of DNA Microarray Data", Int'l Conf. on Bioinformatics, Bangkok, Thailand, Feb., 2002.

69. "The P-tree Algebra", Association of Computing Machinery Symposium on Applied Computing, Madrid, Spain, March 10-13, 2002.

68. "Decision Tree Classification of Spatial Data Streams Using Peano Count Trees", Association of Computing Machinery Symposium on Applied Computing, Madrid, Spain, March 10-13, 2002.

67. "Data Mining of Microarray Data Using Association Rule Mining", Association of Computing Machinery Symposium on Applied Computing, Madrid, Spain, March 10-13, 2002.

66. "DANA (Digital Archive Network for Anthropology): A Model for Digital Archiving", Association of Computing Machinery Symposium on Applied Computing, Madrid, Spain, March 10-13, 2002.

65. "Artificial Neural Network Applications on Remotely Sensed Imagery", IEEE Conference on Info-tech and Info-net, Beijing, China, Oct. 2001. (with Q. Ding and K. Das).

12

64. "Gene Expression Profiling of DNA Microarray Data Using Peano Count Trees (P-Trees)", Proc. Virtual Conf. on Genomics and Bioinf, Fargo, Oct. 01. (with P. Kotala, W. Valdivia, A. Perera, J. Zhou, S. Mudivarthy, E. Deckard)

63. “Data Mining of Microarray Data using Association RuleMining”, First Virtual Conference on Genomics and Bioinformatics, ND, 2001. (with P. Kotala, W. Valdivia-Granda and A. Perera)

62. "Preservation and Access of Cultural Heritage Objects Through Digital Archive Net for Anthro.", Intl Conf.on Virt. Sys. and MultiMedia, Berkeley, Oct., 01. (with J. Clark, B. Slator, A. Bergstrom, F. Larson, R. Frovarp, J. Landrum

61. "On Mining Satellite and Other Remotely Sensed Images", Workshop on Research Issues in Data Mining and Knowledge Discovery (DMKD 01), Santa Barbara, CA, May, 2001. (with Qin Ding, Qiang Ding and Amalendu Roy).

60. "Deriving High Confidence Rules for Spatial Data Using Peano Count Trees", Intl Conference on Web-Age Info Management Conference (WAIM-2001), July, 2001, Xian China (with Qin Ding, Qiang Ding and Amalendu Roy).

59. "A Dual Copy Method for Transaction Separation with Multiversion Control for Read-only Transactions", ACM Symposium on Applied Computing, March, 2001, Las Vegas, NV (with B. Lu and Q. Zou).

58. "Using Neural Networks for Clustering RSI Data", Information Reuse and Integration Conference, Honolulu, Nov., 2000 (with K. Das and Q. Ding).

57. "Using Active Networks in Parallel Mining of Association Rules", Information Reuse and Integration Conference, Honolulu, Nov., 2000 (with Q. Ding).

56. "Multiversion Post Ordering: A New Concurrency Control Method", Int'l Conference on Computer Applications in Industry and Engineering, Honolulu, Nov., 2000 (with T. Harris and Q. Ding). 55. "A New Deadlock Prevention Method", Intl Conference on Computer Applications in Industry and Engineering, Honolulu, Nov., 2000 (with J. Wang and Q. Ding). 54. "Data Mining Applications on Large Remotely Sensed Imagery Data", IFIP World Computer Congress 2000 Conference Proceedings, Beijing, China, August, 2000.

53. "Distributed Level Ordered Transaction Scheduling", International Conference on Parallel and Distributed Computing Systems, Las Vegas, August, 2000. (with Q. Zou, K. Scott and Q. Ding).

52. "Generalized Bitmap Indexes for Multiway Equijoin Query Processing", International Conference on Parallel and Distributed Computing Systems, Las Vegas, August, 2000. (with K. Scott and Qinghua Zou).

51. "Level Order Transaction Scheduling - High Performance Concurrency Control in Centralized Databases", ISCA International Conference on Computer and Their Applications, New Orleans, March, 2000.

50. "A New and Efficient Approach to Association Rule Mining on Imagery", ISCA Intl Conference on Computer and Their Applications, New Orleans, March, 2000.

49. "Active Networking in Distributed Multimedia Information Systems", Information Resource Management Association Conference 2000, Anchorage, Alaska, May, 2000.

48. "The Application of Association Rule Mining to Remotely Sensed Data", Association of Computing Machinery Symposium on Applied Computing 2000, Como Lake, Italy, April, 2000 (with J. Dong, Q. Ding, J. Zhou).

47. "Distributed Query Processing using Active Networks", Association of Computing Machinery Symposium on Applied Computing 2000, Como Lake, Italy, April, 2000 (with Z. Zhang).

13

46. "ANPA -- A Two-phase Commit Protocol for Distributed Databases using Active Networks", ISCA Computers And Their Applications Conference-99, Cancun, April, 1999, (with Z. Zhang, V. Shi).

45. "Atomic Commitment in Database Systems over Wide Area Active Networks", IEEE International Conference on Data Engineering, Sidney, Australia, March, 1999. (with Z.Zhang, V. Shi).

44. "A Selective Feedback Congestion Control Scheme", Int'l Conference on Computer Applications in Industry and Eng., Nov 12, 1998, Las Vegas (with H. Choi, K. Nygard).

43. "Active Capsule-based ABR Congestion Management in ATM Networks", Int'l Conference on Computer Applications in Industry and Engineering, Nov 12, 1998, Las Vegas (with Choi, H.M.).

42. "Using Datacycle for Concurrency Control in a Distributed Database", Conference on Computer Applications in Industry & Eng., Nov. 11, 1998, Las Vegas (with H. Hakimzadeh, I.Tatarinov, P. Ram, D. Noraker).

41. "A Semi-Optimistic Database Scheduler Based on Commit Ordering", 1998 Int'l Conference on Computer Applications in Industry and Engineering, Nov. 11, 1998, Las Vegas (with I. Tatarinov).

40. "Adaptive Negative Feedback Congestion Avoidance for ABR Traffic in ATM Networks", The IEEE ATM'98 Workshop, George Mason University, May 26-28, 1998, (with Hyun Mee Choi).

39. SMILEY: A WWW-based Satellite Imagery Data Mining System", 13th Int'l Conference on Computers and Their Applications, Honolulu, Mar. 25-27., 1998 (with L. Chen and D. Amundson).

38. "Strategies for Implementing Query Algorithms over High Speed, Bandwidth-On-Demand, WANs", IEEE Computer Software & Applications, Aug., 1997, pp. 580-585, (with Z. Zhang and S. Krebsbach).

37. "Reducing Response Time in a Distributed Data Warehouse System", IEEE SECON-97 Blacksburg, VA, April 12, 1997. (with D. Panda).

36. "A Query Processing Method For Data Warehouses Which Contain Multimedia", ACM Symposium on Applied Computing, San Jose, CA, February 28, 1997 (with Z. Zhang and S. Krebsbach).

35. "Applications of Domain Vector Perfect Hash Join for Multimedia Data Mining", Proceedings of the 1997 ACM Symposium on Applied Computing, San Jose, CA, February 28, 1997 (with V. N. Goli).

34. "Method for Answering Queries over High Speed Networks”, Computer Applications in Industry and Engineering, Orlando, FL, December, 1996. (with R.Vetter, A.Duggal, Z.Zhang, S.Krebsbach).

33. "A Method for Processing and Instantiating Views On Demand in a Data Warehouse Environment", Computer Applications in Industry & Eng, Orlando, Dec, 1996. (with K. Jian, J. Zhang, S. Krebsbach).

32. "Distributed Concurrency Control in High-Speed Network Environments", Computer Applications in Industry and Engineering, Orlando, FL, December,1996. (with A., Duggal, Z. Zhang).

31. "C++Graphics Programming Toolkit for RSI Applications", Pecora Symposium Human Interactions with Environment", EROS Data Center, SD, Aug, 1996. (with R.Vetter, J.Sanchez, M.Canton).

30. "TM_Lab: Experimental System for Viewing and Investigating TM Imagery", Pecora Symposium on Human Interactions with Environment, USGS EROS Data Center, SD, Aug 19, 1996. (with J. Sanchez).

29. "Some Aspects of Distributed Database Management in High-Speed Network Environments", International Conference on System Engineering, Las Vegas, July, 1996. (with R. Vetter and S. Junnuru).

28. "Maintaining Surrogate Data for Query Acceleration in Multilevel Secure Database Systems", IEEE Conf. on Information Systems and Management Data (CISMOD-95), Nov., 1995, Bombay, India (with B. Panda).

14

27. "Comparative Analysis of OC-ROLL and 2PL Concurrency Control Algorithms for OO-DBS", 10th Conference on Mathematical and Computer Modeling, July, 1995, Boston, MA. (with H. Hakimzadeh)

26. "A Join Method Using Multiple Hashing Tables", 10th Conference on Mathematical and Computer Modeling and Scientific Computing, July, 1995, Boston, MA. (with J. Zhang).

25. "Using Serialization Graph Testing as a MLS Concurrency Control Protocol", Conference on Mathematical and Computer Modeling, July, 1995, Boston, MA. (with B. Panda and V. Goli).

24. "Query Execution in PRISM and SEAVIEW: A Cost Analysis", Proceedings of The ACM Symposium on Applied Computing, Nashville, TN, Feb., 1995, (with B. Panda).

23. "Domain Vector Hashing for Earth System Data Querying", Proceedings of The ACM Symposium on Applied Computing, Nashville, TN, Feb., 1995, (with V. Goli).

22. "Multi-database Global Query Optimization", IEEE-ACM System Science Conference Proceedings, January 5, 1995, Maui, HI, (with P. Ram).

21. "Secure Transaction Management and Query Processing in Multilevel Secure DBMS", ACM Symposium on Applied Computing, Phoenix, 1994 (B. Panda, R. Haraty).

20. "Distributed Join Processing Performance Evaluation", ACM-IEEE International Conference on System Sciences, Maui, Hi, 1994 (with P. Ram and D. Wenberg)

19. "Distributed Window Request Order Linked List (DW-ROLL): Concurrency Control for Distributed and Multi-databases", Computer Applications in Industry and Engineering, Honolulu, December, 1993.

18. "Query Acceleration in Multilevel Secure Database Systems", NIST-NCSC 16th National Computer Security Conf., Sept., 1993, Baltimore, MD (with B. Panda).

17. "Building Concept Hierarchies for HDDBMSs Using Incremental Concept Formation", ACM Info. and Knowledge Management, Nov. 1993, Washington, DC (with C. Azarbod)

16. "DVH: Query Processing Using Domain Vectors and Hashing" IEEE RIDE Workshop, Tempe, AZ, Feb., 1992 (with J. Gustafson, K. Scott, D. Thureen, W. Davidson)

15. "HYDRO: A Heterogeneous Distributed Database System", ACM Conference on Management of Data (SIGMOD), Denver, CO, May, 1991, pp.32-39.

14. "Transaction Management in HYDRO: A Multi-database System", IEEE-IPSJ MDBS-RIDE Workshop, Kyoto, Japan, April, 1991, (with L. McCann, J. Rajkumar, P. Ram).

13. "Request Order Linked List (ROLL): A Concurrency Control Object", Proceedings of IEEE International Conference on Data Engineering, April 11, 1991, Kobe, Japan.

12. “Domain Vector Acceleration (DVA): A Query Acceleration for Relational Operations”, IEEE Intl Conf. On Data Engineering, April, 1991, Kobe, Japan, pgs 491-498. (with J. Gustafson, D. Thureen and D.Wenberg).

11. "Methods for Distributed Join Processing Using Voice-Data Protocols", IEEE Computer Software and Applications Conference, October, 1990, Chicago, IL, (with Kirk Scott).

10. "Concurrency Control Using an Extended Query Language", Conference on Supercomputing, Santa Clara, CA, April 30 - May 5, 1989 (with R. Richter).

15

9. "Interpolated Distributed Query Processing Algorithms for Distributed Database Management Systems"; Conf. on Supercomputing; Boston, MA; May 20, 1988.

8. "Ordering Accesses to Improve Transaction Processing Performance", IEEE Conference on Data Engineering, Los Angeles, CA, February 4, 1988, (with Min Luo, D. Varvel).

7. "An Evaluator for Optimal Static Distributed Query Processing Algorithms", Conference on Supercomputing, Santa Clara, CA, May 3-8, 1987 (with Nithya Ruff).

6. "Distributed Information System for Future Tactical Air Control", 9th Symposium on C3 Systems; IEEE-CSS and Office of Naval Research; Monterey, CA; June, 1986.

5. "Data Distribution Methods for Replicated Distributed Information Systems", IEEE Computers and Communications Conf., Phoenix; March, 1986 (with D. Varvel).

4. "Some Alternative Algorithms to the Standard Locking Algorithm in Database Systems", IEEE-ACM System Sci. Conf.; Honolulu, HI; Jan., 1986 (with D. Varvel).

3. "A Distributed Query Processing Algorithm Yielding a Least Upper Bound Response Time Semi-join Strategy", Conference on Supercomputing, St. Petersburg, FL, Dec, 1985.

2. "Efficient Computation of Optimal Transaction Processing in a Database System", Computer Software and Applications, Chicago, IL; Oct., 1985 (with D. Varvel)

1. "Linearizations of Flows on Homogeneous Spaces", Structure of Attractors in Dynamical Systems, chapter in Lecture Notes in Mathematics, Springer-Verlag, No. 668, pp. 211 - 224, 1978.

16

BOOKS, CHAPTERS, ARTICLES

13.”Big Data Analytics and HealthCare”, (In press), IGI Global Inc., This is a book of chapters from experts in the field. It is co-authored by Dr. Boaying Wang and Ruiwang Li. It is expected to appear in 2014.

12. TMCnews, February 10, 2011, “Data Mining Technology Created at North Dakota State Universit Licensed to Treeminer, Inc.

11. Birmingham Star, February 10, 2011, “ Treeminer LIceses Award Winning Datamining Technology from North Dakota State University”.

10. Malaysia Sun, Thursday, February 10, 2011, “Treeminer Licenses Award Winning Data Mining Technology from North Dakota State University”,

9. Newswise Science: A Novel Vertical Data Mining Method Developed at NDSU offers significant accuracy and Scalability Advantages over Current Methods., February, 2011.

8. Yahoo! News: “Treeminer Licenses Award Winning Data mining Technology from NDSU”, February 10, 2011 in the Business Section.

7. e! Science News, “Patented Data Mining Technology Created at NDSU Licensed to Treeminer Inc.”, Feb. 9, 2011 in Mathematics and Economics.

6. “A Numbers Guy”, North Dakota State University Magazine, Fall, 2008, pages 30-35, http://www.ndsu.edu/ndsu/news/magazine/vol09_issue01/

5. “Vertical Data Mining on Very Large Data Sets” 2nd edition of Encyclopedia of Data Warehousing and Mining, Information Science Reference, IGI Global, Edited by J. Wang, ISBN 978-1-60566-019-3, 2009, pp. 2036-2041.

4. “Vertical Database Design for Scalable Data Mining”, Book Chapter in the Encyclopedia of Database Technology and Applications, Idea Group Reference, Edited by L. Rivero, J. Doorn, V. Ferraggine, ISBN 1-59140-560-22006.

3. “Vertical Data Mining”, Book Chapter in the Encyclopedia of Data Warehouse and Mining, Idea Group Reference, Edited by J. Wang, ISBN 1-59140-557-2, 2006.

2. “Multimedia Data Mining using Peano Trees”, Springer Verlag Lecture Notes in Computer Science Number 2797, ISBN 3-540-20305-2, 2003

1. The Structure of Attractors in Dynamical Systems, W. Perrizo is the Editor of Book and Author of one Chapter, Springer-Verlag Publishing, 1978.

125 OTHER PUBLISHED PAPERS (e.g., PANEL REVIEWED OR REVIEWED FROM ABSTRACT)

17

THESES AND DISSERTATIONS DIRECTED

94. Matthew Piehl, “Parallelism in Collaborative Filtering on High Performance Systems”, M.S., 201393. Tingda Lu, “An Item-based P-Tree Collaborative Filtering Algorithm”, M.S., 201192. William Jockheck "Visualization of High Dimensional and Predictive Precursors in Time Series", Ph.D., 2010.91. Arijit Chatterjee, “String Matching, Correlation Regression and Maximum Likelihood Applied to ARM”, MS 200990 Maria Canton, “Classification of Spatial Data Using Attribute Level Methods”, Ph.D., 2008.89. Amal Perera “Classification and Clustering using Predicate Trees in Data Mining” , Ph.D., 200788. George Hamer, "Vertical Steganography and Steganalysis on Relational Databases", Ph.D., 2006.87. Taufik Abidin, “Vertical Total Variation for Developing a Scalable Nearest Neighbor Classifier”, Ph.D., 2006.86. Ranapratap Syamala, “Clustering High Dim. Data Based on Density and Shared Nearest Neighbors”, M.S., 2006.85. Masum Serazi, “A Super-Max Data Mining Benchmark by Vertically Structuring Data, Ph.D., 2006.84. Imad Rahal, “A Vertical Extensible Framework for the Scalable Mining of Association Rules, Ph.D., 2005.83. Vasiliy Malakhov, “Optimization of DataMIME™ Operations using the Pentium XEON Set, M.S., 2005.82. Yue Cui, “Aggregate Function Computation and Iceberg Querying in Vertical Databases”, M.S., 2005.81. Dongmei Ren, “Outlier Analysis Using Predicate-trees”, Ph.D., 2005.80. Stephen Krebsbach, “Set Preserving Digital Watermarking for Remotely Sensed Satellite Images”, Ph.D., 2005.79. Baoying Wang, “Comprehensive Density-based Cluster Analysis”, Ph.D., 2005.78. Ahmad Walid Saeed “PreeMaxMiner (Maximal Frequent Pattern Mining using P-tree Technology”, M.S., 2005.77. Yuehong Jiang, “A Study of Bitmap Based Algorithms for Mining Association Rules”. M.S., 200476. Shan Duanmu, “Measuring the Association Rules in Data Mining”, M.S., 2004.75. Weihua Wu, “P-tree Based And Non-P-Tree Based Scalable Data Mining Techniques”, M.S, 2004.74. Fei Pan. “Comprehensive Vertical Sample-based EIN-ring KNN/LSVM Classification”, Ph.D., 2004.73. Qiang Ding, “Multi-Relational Data Mining Using Vertical Database Technology”, Ph.D., 2004.72. Dmitriy Akimov, “Properties of Universal and Existential Predicates on P-bushes”, M.S., 2004.71. Manohar, Radha, “A Study of MVROCC in PostgreSQL”, M.S., 2004.70. Farooq, Mohammad A., “Implementation of the Distributed P-tree Operations For Data Mining”, M.S., 200469. Pan, Fei, “Efficient Proximal Support Vector Machine for Spatial Data”, M.S. 200368. Rahal, Imad, “Text Categorization: An Optimized P-tree based kNN Approach”, M.S. 2003.67. Denton, Anne, “Fast Kernel-Density-Based Classification and Clustering using P-trees., M.S., 2003.66. Zou, Qinghua, “Level-Order Transaction Scheduling in DBMS”. M.S., 200265. Lu, Baojing, “A Framework for Mining Frequent Patterns: Implementation of Smart-miner”, M.S., 200264. Ding, Qiang, “Decision Tree Classification of Spatial Data Streams using P-Trees”. M.S., 2002.63. Ding, Qin, “Association Rule Mining on Remotely Sensed Imagery”, Ph.D., 2002.62. Goli, Venkata N., “Complete Overflow Management Algorithm to Join Large Relational Tables”, Ph.D., 2002.61. Perera, Amal, “Distributed P-trees”, M.S., 2002.60. Hossain, MD Kabir, "Data Mining based on Bayesian Statistics and P-Trees", M.S. 2001.59. Khan, MD Abdul Maleq, "Data Mining on Similarity Functions and P-Trees", M.S. 2001 (Ph.D. Purdue, 2005)58. Nadig, Rohit, "An Efficient Coding Technique for Digital Circuits Using Run-length-2 Compression", M.S. 2001.57. Amalendu Roy, "Implementing of the Peano Count Tree and Fast P-tree Algebra", M.S. 2001.56. Tapan Padhi " Atomic Commitment Protocol for Distributed DBMS on Very High Speed Networks", M.S. 200055. Rakhi Mukherjee "Kriging: A Novel Method for Interpolating Missing Spatial Data" M.S. 200054. Shariful Islam "Fast Fourier Transforms and Spectral Analysis for Remotely Sensing Imagery" M.S. 200053. Kaushik Das, "Neural Network Applications in Remotely Sensed Imagery" M.S., 200052. Brian Peasland, "Residual Orthogonal Bit Filters for Hybrid Hash Join", M.S., 1999.51. Shian Zhang, "Re-posting Algorithm of ROLL Concurrency Control", M.S., 1999,50. Igor Tatarinov, "Efficient Mining of Frequent Item Sets", M.S., 1999, (Ph.D. U. of Washington, 2005)49. Tao Yang, "Pixel Synchronization of Heterogeneous Raster Maps", M.S. 1999.48. Zhili Zhang, "Atomic Commitment in Database Systems on Wide Area Active Networks" Ph.D., 1999,47. Jianning Dong, Mining Association Rules from Imagery Data, M.S, 1998.46. Paparao Kodali, Object Orientation in Information Management, M.S., 1998.45. Tanya Harris, Multi-version Post Order-A New Concurrency Method, M.S, 1997.44. Longjun Chen, SMILEY: Remote Sensing Imagery Data Mining System, M.S., 1997.43. Qin Chen, E-Prism, A Multi-level Relational Database Model, M.S., 1997.42. Amit Duggal, Study of Multicast Versus Pt-Pt for DQP on ATM Nets, MS., 1997.41. Yanan Yang, New Algorithm for Con. Control in Heterogeneous DDBMSs M.S.,1997

18

40. Prabhakar Sundaram, Adaptation of Partial Multi-version TSO to Datacycle Architecture, M.S., 1996.39. Tianjiang Wang, Branch Order Distributed Deadlock Detection, M.S., May, 1996.38. Juyong Zhang, Hash Indexing for Multi-way Joins, M.S., 1995. 37. Phillip Petersen, Taxonomy of Serializability and Recovery Protocols, M.S., 1995.36. Elsie Mak, Answering Distributed DBMS Queries over Gigabit Networks, M.S., 1995.35. Ganesh Bell, Object Relational Interface (ORIL): Connectivity, M.S., 1995.34. Juan P. Salas-Manzano, Skewed Domain Vector Hash Join, M.S., 1995.33. Kuo-Di Jian, Method of Combining Query Proc. and Conc. Control, M.S.,, 1995.32. Padmashree Melacuri, Heterogeneous Data Fusion & Management, M.S. 1994.31. Lester McCann, Database CC in a Vector-Processing Environment, Ph.D. 199430. Singam Sunder, Performance of ROLL and Two-Phase Locking, M.S., 1993.29. Brajendra Panda, Query Processing in MLS Database Systems, Ph.D., 1993.28. Ramanoorthy Dharanidharan, Domain Vector Hash Join: AS400 Joins, M.S, 1993.27. Shahrzad Amirsoleymani, Performance Analysis of Combined CC and ACP Methods, Ph.D., 1993.26. Prabhu Ram, Residual Surrogates in Database Query Processing, Ph.D., 1993.25. Cyrus Azarbod, Schema Integration in HDDBMSs Using Semantic Data Modeling, Ph.D., 1993.24. Hossein Hakimzadeh, Object-Oriented Concurrency Control for O)-DBMS, Ph.D., 1993.23. Duane Noraker, An Adaptation of ROLL Method of Concurrency Control to Datacycle, M.S., 1993.22. Mohan Radhakrishnan, Timeout Algorithms in Databases, M.S., 1993.21. Ramzi Haraty, Transaction Management in Multilevel Secure DVMSs, Ph.D., 1992.20. Kirk Scott, Multi-way Equijoin Query Acceleration using Hit Lists, Ph. D., 1992.19. David Wenberg, An Analysis of Distributed Join Algorithms, M.S., 1991.18. Prabhu Ram, Neural Network Distributed Query Processing Selector, MS, 1991.17. Curt Schwandt, Physical Database Design in Ingres, M.S., 1990.16. Liyun Chen, Algorithm for Distributed Query Processing in FDDI Local Area Network, M.S., 1990.15. Kirk Scott, Optimization of DQP on CSMA/CD LAN Using MSTDM Access Protocol, M.S., 1989.14. Russell Richter, Request Ordering Concurrency Control Protocol, MS, 1988.13. Richard Reeves, A LAN Query Processing Algorithm Using Bit Vectors, M. S., 1988.12. Jonathan Y. Y. Lin, Distributed Query Optimization on LANs, MS, 1988.11. Cheng-Hong Yang, Query Processing on a Concurrent No-token Ring, MS, 1988.10. Chun-Shwu Chen, Composite Semijoins in Distributed Query Processing, M.S., 1987.9. Vireeya Vananupong, Query Processing Algorithms on LAN, M.S., 1987.8. Min Luo, Some Concurrency Control Algorithms and their Evaluation, M. S., 1987.7. Kathleen Cleary, A Superior Recovery Plan for a Distributed Database, M.S. 1986.6. Yan-Hwa Yang, CEGS: Customized Electronic Grading System, M. S., 1985.5. Nithya Amitha Ruff, Comparison of Distributed Query Processing Algs, M.S., 1985.4. Donald Varvel, Simulation Comparison of Lock and Trans. Managers, M.S., 1984 (Ph.D. U of Texas, Austin, 1997)3. David Obert, Jacobian Invariant Systems on Affine Spaces, M.S., 1981 (Ph.D. U of MN, 1985)2. David Lin, Lie Bracket Relations in Vector Fields, M.S., 1977.1. Douglas Dokken, Distallity of Affine Flows, M.S., 1975 (Ph.D. U of MN 1980)

THESIS ADVISING IN PROGRESS

Mohammad Kabir Hossain, “Predicate Calculus for pTree Classification, Clustering and ARM” Ph.D.Arjun Roy, “FAUST, Functional, Analytic Unsupervised and Supervised Technology”, Ph.D.Arijit Chatterjee, “Vertical pTree Data Structures and Algorithms for Commodity Trading Rooms”, Ph.D. Tingda Lu, “Vertical Data Mining in Engineering Applications”, Ph.D.Dmitriy Akimov, “Vertical Data Mining Structures and Algorithms”, Ph.D.Julio Sanchez, “Fast Logical Processing for Vertical Databases”, Ph.D.Brian Messich, “Field Programmable Gate Arrays for fast Logical Operations on pTrees”, M.S.Meegeum Choi, "A Total Variation Clustering Method”, M.S.Ranapratap Syamala “DEALINGS Database and Data-mining System”, M.S. in Genomics and Bioinformatics.Ya Zhu, “Collaborative Filtering in Data Mining”, tentative.

19

RESEARCH GRANTS

2007-present NDSU University Distinguished Professorship Research Award, P.I., ($5,000 per year).2007-2013 National Institute of Health COBRE grant, Senior Mentor (M. Sibi P.I.)2009-2012 DOE Award #DE-FG52-08NA28921 A Data Mining Prediction System on the NDSU CHPC ($156,060).2006-2007. NSF BIO DBI, 6th Virtual Genomics and Bioinformatics Conference, PI ($17,684).2005-2007. NSF EPSCoR, Dissertation Fellowship Grant, #FAR0010789, P.I. ($35,424).2004-2006. NSF BIO DBI-0417190, 4th Virtual Genomics and Bioinformatics Conference, PI ($27,968).2004-2006. NSF EPSCoR, Dissertation Fellowship Grant, #FAR0010793, P.I. ($29,520).2003-2005. NSF BIO DBI-0313953, 3rd Virtual Genomics and Bioinformatics Conference, PI ($27,968).2003-2008. NSF 0321462, Diploid Wheat Deletion Lines for Reverse Genetics, Co-PI ($427,471).2003-2008. NSF 0321462, Diploid Wheat Deletion Lines for Reverse Genetics CS component, PI ($31,260).2001-2006. GSA Virtual Archive Storage Terminal II (VAST): ACT#K96130308, PI, ($1,300,000)2002-2009. IBM-RSI, Residual Value Surrogates-II, #3341-5512, PI, ($26,225)2002-2003. NSF DBI-0313953, 2nd Virtual Genomics and Bioinformatics Conference, Co-PI ($27,968).2001-2004. NSF NSDL Digital Archiving for Anthropology, NSF, Co-PI, ($712,846)1998-2002. NSF High Performance Dakota Link, Network Grant, Co-PI, ($2,292,118)1999-2002. NASA Regional Earth System Access Center RESAC-0015-0040, (UND) Co-PI ($1,720,000).1999-2002. NASA Regional Earth System Access Center RESAC-0015-0040 NDSU subcontract ($87,075).1998-2003. NASA Public Access Resource Center III Operations, NCC5-310, UND ESIP-3, Co-PI ($599,596)1998-2003. NASA Public Access Resource Center III Operations, NCC5-310 NDSU subcontract, PI, ($65,500).1998-2002. NSF Gigabit ATM Switch Grant, PI, ($150,000).1993-2001. IBM PO-632207-12-91, Residual Value Surrogates-1, PI, ($68,842)1997-2001. NASA Public Access Resource Center: NAG5-3616 continuation grant (UND) Co-PI ($1,500,000),1997-2001. NASA Public Access Resource Center: NAG5-3616 NDSU subcontract, PI, ($106,579).1996-2000. DARPA Client-Server Databases on HS Networks, DAAH04-96-1-0329, PI, ($431,478).1996-1999. USDA NRICGP 9604216, Remote Sensing Impacts on Water Quality, Co-PI, ($311,842).1996-1999. USDA NRICGP 9604216, Remote Sensing Impacts on Water Quality, CS component, PI, ($194,441).1995-1999. NSF Co-Laboratory for ATM Network Research and Development, OSR-9553368, PI, ($446,833).1994. North Dakota Dept. of Transportation Data and Data Management Grant, PI, ($4,950).1994. NASA EOSDIS Independent Architecture Study, UND, Co-PI, ($61,480)1994. NASA EOSDIS Independent Architecture Study NDSU subcontract, PI, ($12,655)1993-1995 IBM Multi-Campus, Multimedia Courses, Rochester, MN, PI, ($53,167).1993-1994 RSI (Racing Services Incorporated) RACEMAKER Data Management, PI, ($13,710).1993-1994 GPS (Great Plains Software) Vendor Neutral SQL Generator Grant, PI, ($23,304).1992-1993 NSF EPSCoR-ASEND Cluster in Intelligent DBMS, PI, ($36,467).1992-1995 IBM Database Research, AS/400 D20, IBM Rochester MN, PI, ($42,000).1991. IBM Database Equipment Grant, PS/2 P70, PI, April 1991 ($11,000)1989-1993. ATT 3B2 Program Grant CIN01427780915, 3B2-310 Upgrade, PI, ($137,536).1990-1991. IBM, PO-632039-5-90, Domain Vector Accelerator, PI, 1990 ($59,703).1989-1992. IBM, Database Research Grant, PO-631918-9-89, IBM, PI, 1989 ($27,342).1986-1991. NSF EPSCoR Math and Computer Modeling Component, Director, ($960,000).1986-1989. USAF ESD F19628-86-0019, Tactical Air Control Systems Database Design, PI ($230,758).1985. USAF OSR-RISE, FTACS Design, Grant 84R1P89, 1985, PI, ($21,457).1984-1985. AT&T IS UNIX Software Distributed Systems Grant, Co-PI, ($275,000).1984. NSF, Ethernet Development Grant No DCR8404505, Co-PI, ($25,000).1984. USAF-ESD/XR-SCEEE F19620- 82-C-0035, Hanscom AFB, MA, PI, ($10,000).1982-1983. Honeywell Research Travel Grant (during sabbatical leave), PI, ($200.00)1982. AT&T Business Systems Software Course Development Grant IV, Co-PI ($250,000).1981. AT&T Business Systems Software Course Development Grant III, Co-PI ($250,000).1980. AT&T Business Systems Software Course Development Grant II, Co-PI ($50,000).1979. AT&T Business Systems Software Course Development Grant I, Co-PI ($50,000).1977-1978. NSF Regional Conferences in Mathematics, PI ($10,000).1975-1976. NSF Dynamical Systems, MCS 75-05250, University of MN, PI, ($5,000).1973. NSF Institutional Grant, North Dakota State U., PI. ($1,100).1970. NSF Traineeship, University of Minnesota, PI, ($3000)

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UNIVERSITY GOVERNANCE AND SERVICE

2012-13 College of Science and Mathematics Honors and Awards Committee2012 College of Science and Mathematics Dean Recruiting Committee2012 Member on the CCAST High Performance Computer Center Board2012 Computer Science Department Promotion, Tenure and Evaluation Committee2012 Computer Science Department Promotion, Tenure and Evaluation Committee Chairman2012 Computer Science Department Recruiting Committee2012 Computer Science Department Recruiting Committee Chairman2012 Computer Science Department Graduate Student Qualifying Examination Committee2011 College of Science and Mathematics “RoadMap” Committee2011 Computer Science Department Promotion, Tenure and Evaluation Committee2011 Computer Science Department Promotion, Tenure and Evaluation Committee Chairman2011 Computer Science Department Recruiting Committee2011 Computer Science Department Recruiting Committee Chairman2011 Computer Science Department Graduate Student Qualifying Examination Committee2011 Member on the CCAST High Performance Computer Center Board2010-11 College of Science and Mathematics Promotion Tenure and Evaluation Committee2010 Computer Science Department Graduate Student Qualifying Examination Committee2009--- Center for High Performance Computing Ptree2 System Research Director2009 Computer Science Department Graduate Student Qualifying Examination Committee2009-10 College of Science and Mathematics Promotion Tenure and Evaluation Committee2008--- College of Science and Mathematics Leadership and Values Committee2008-10 Computer Science Department Bioinformatics Recruiting Committee2008--- Center for High Performance Computing Ptree1 System Research Director2007 Computer Science Department Graduate Student Qualifying Examination Committee2007--- University Distinguished Professors Council2006 Computer Science Department Graduate Student Qualifying Examination Committee2005-06 Chair, Computer Science Department Head Recruiting Committee2005-06 Computer Science Department Headship Recruiting Committee2005-06 College of Science and Mathematics Rules Committee2005-06 College of Science and Mathematics Dean Search Committee2005-07 Computer Science Department Recruiting Committee2005-06 Chair, Computer Science Department Recruiting Committee2005-06 Computer Science Department Information Assurance Curriculum Committee2005-06 Presidential Professorships Committee (Gehrts/Engberg/Hogoboom)2005 Computer Science Department Graduate Student Qualifying Examination Committee2004-07 Computer Science Department Bioinformatics Curriculum Committee2004--- University Multidisciplinary Graduate Program in Genomics and Bioinformatics Board2004--- Center for High Performance Computing Advisory Board2004-05 Computer Science Department Recruiting Committee2004 Computer Science Department Graduate Student Qualifying Examination Committee2003-05 College of Science and Mathematics Rules Committee2003-04 Center for High Performance Computing Recruiting Committee2003-04 Center for High Performance Computing Planning Committee2003-04 Computer Science Department Recruiting Committee2003 Computer Science Department Graduate Student Qualifying Examination Committee2002-03 Computer Science Department Recruiting Committee, Chair2002-03 Computer Science Department Recruiting Committee2002 Computer Science Department Graduate Student Qualifying Examination Committee2001-04 University Multidisciplinary Genomics and Bioinformatics Program Development Committee2001-02 College of Science and Mathematics Dean’s Search Committee2001-02 Computer Science Department Undergraduate Revision Committee2001-02 Computer Science Department Graduate Revision Committee2001-02 Computer Science Department Recruiting Committee2001 Computer Science Department Graduate Student Qualifying Examination Committee

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2000 Computer Science Department Graduate Student Qualifying Examination Committee2000-01 Computer Science Department Recruiting Committee1999 Computer Science Department Graduate Student Qualifying Examination Committee1998-00 NDSU Information Technology Roundtable Chairman.1998 Computer Science Department Graduate Student Qualifying Examination Committee1997-00 NDSU Information Technology Roundtable Member.1997 Computer Science Department Graduate Student Qualifying Examination Committee1996 Computer Science Department Graduate Student Qualifying Examination Committee1995 Computer Science Department Graduate Student Qualifying Examination Committee1994 Computer Science Department Graduate Student Qualifying Examination Committee1993 Computer Science Department Graduate Student Qualifying Examination Committee1992 Computer Science Department Graduate Student Qualifying Examination Committee1991 Computer Science Department Graduate Student Qualifying Examination Committee1990 Computer Science Department Graduate Student Qualifying Examination Committee1989 Computer Science Department Graduate Student Qualifying Examination Committee1988 Computer Science Department Graduate Student Qualifying Examination Committee1988-98 Management Information Systems (MIS) Committee.1996-98 NDSU Technology Fee Committee.1995-99 University Dean's Council.1995-99 University Director's Council.1995-99 University Academic Council.1995-99 Exp. Program to Stimulate Competitive Research State Committee.1995-99 University Research And Consulting Committee Chair.1995-99 University Graduate Fellowship Committee.1995-99 University Grant-In-Aid Committee.1995-99 University Contingency Fund Committee.1995-99 Institutional Animal Care And Use Committee.1995-99 Institutional Review Board.1995-99 Radiation Safety Committee.1995-99 University Hazardous Chemicals Committee.1995-99 University Bio-safety Committee.1995-99 University Information Technology Roundtable member.1995-99 University High Performance Computing Committee.1995-98 University Technology Fee Committee.1995 NDSU Task Force for Information Technology, Research Team Director.1995 ND House of Rep Appropriation Hearing Testifying Committee.1994 University Senate Special Review Committee1993 University Senate Special Grievance Review Committee.1991-98 NDSU Planning, Priorities and Resources Committee1992-93 Graduate Studies representative on Senate Faculty Development Committee1992-93 Science and Mathematics, Representative on the NDSU University Senate Library Committee1991-93 Science and Mathematics, Promotion, Tenure and Evaluation Committee (Chair).1991995University Strategic Planning II Committee1991 CSAB Computer Science Accreditation Committee.1989-98 Computer Science and Operations Research Student Recruiting Committee1991-96 Computer Science and Operations Research Recruiting Committee (chair)1989 University Eng. and Computational Sciences Librarian Search Committee1988-98 College of Science and Mathematics Curriculum Committee.1988-98 Computer Science and Operations Research Library Liaison.1987 Computer Science Department Graduate Student Qualifying Examination Committee1986 CSAB Accreditation Committee.1986-87 College of Science & Math Promotion and Tenure Evaluation Committee.1986-87 North Dakota State University Senate Parliamentarian1986 Mathematical Sciences Department Graduate Student Qualifying Examination Committee1985 Mathematical Sciences Department Graduate Student Qualifying Examination Committee1984 Chairman, Computer Science and O.R. Faculty Recruiting.

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1984 Mathemaitcal Sciences Department Graduate Student Qualifying Examination Committee1983 Mathematical Sciences Department Graduate Student Qualifying Examination Committee1982 Mathematical Sciences Department Graduate Student Qualifying Examination Committee1981 Mathematics Department Graduate Student Qualifying Examination Committee1980 Mathematics Department Graduate Student Qualifying Examination Committee1979-80 NDSU Vice President's Special Task Force on Quantitative Skills.1979-80 Chairman, Mathematics Track Meet at NDSU, (500 schools).1979 Mathematics Department Graduate Student Qualifying Examination Committee1978-81 North Dakota State University Faculty Senator.1978-81 North Dakota State Univ. Faculty Senate Executive Committee Member.1978 Mathematics Department Graduate Student Qualifying Examination Committee1977-82 North Dakota State College of University Studies Admissions Board.1977 Mathematics Department Graduate Student Qualifying Examination Committee1976 Mathematics Department Graduate Student Qualifying Examination Committee1975 Mathematics Department Graduate Student Qualifying Examination Committee 1974 Mathematics Department Graduate Student Qualifying Examination Committee 1973 Mathematics Department Graduate Student Qualifying Examination Committee

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OTHER PROFESSIONAL ACTIVITIES

1. Fargo-Moorhead Angel Investment Fund, LLC presentation, January, 2011, “Data Mining Technology Created at NDSU and licensed to Treeminer, Inc.”, With Mark Silverman, CEO of Treeminer, Inc., 2011.

2. Invited Plenary Address (as Best Paper awardee) at the International Conference on Computers and Their Applications, 2007, Honolulu, Hawaii.

3. Winner, Association of Computing Machinery (ACM) Knowledge Discovery and Datamining (KDD) Cup, 2006.

4. Editor, The International Journal of Computational Intelligence in Bioinformatics and Systems Biology (JCIBSB)

5. Editor, The Bioinformation Journal, http://www.bioinformation.net/, 2004-6. Vice President of the International Society of Computer Applications, 2005-2008.7. Board of Directors of the International Society of Computer Applications, 2001-2008.8. Invited Plenary Keynote Address at the CSITeA Conference, Rio de Janeiro, May, 2003.9. National Science Foundation CISE Evaluation Panel member, 2003.10. Invited Seminar Presentation, “Infinite Storage”, ECE Dept., NDSU, Nov. 2003.11. Invited Address, Inaugural E-commerce Assembly for E-commerce Master's Degree program at NDSU, 8-16-

2001.12. Second Place, Association of Computing Machinery (ACM) Knowledge Discovery and Datamining (KDD)

Cup, 2002.13. Invited Address, Int’l Conference on Bio-Technology (InCoB2002), Feb 6, 200214. Invited Address, First Int’l Virtual Conf. on Genomics and Bioinformatics, 200115. Northern Plains Ethics Institute "Gown Group" Member, 2000-16. National Science Foundation Innovations in Education Proposal Evaluation Panel member, 1999.17. Presenter, "Grants-man-ship", NDSU College of Engineering Faculty Meeting, 1998.18. Chair and Presenter, "NDSU Grants-man-ship Workshop", 1997.19. Chair and Presenter, "NDSU Grants-man-ship Workshop", 1996.20. Keynote Speaker, ND Data Processing Managers Association, Oct., 1994, Bismarck.21. Report to HAIS-NASA Architectures for the EOSDIS, Sept., 1994, Landover, MD.22. Talk, Cretin High School, Dec, 1991, "Managing Data is Like Playing in Traffic".23. Speaker: "Domain Vector Accelerators for AS/400", IBM Software, Aug., 1991.24. Speaker, "Database Systems & MBNLQ", IBM University Partners, January 25, 1991.25. Presenter, Burlington Northern, "Managing Information Technology, Fargo, April, 1990.26. Presenter, IBM AS/400 Query Support, IBM Rochester, MN, Nov. 1, 1989.27. Presenter, North Dakota State Univ. Workshop on Spreadsheet, Oct., 1988, Fargo.28. Presenter, North Dakota Computer Day, October, 1987, Fargo, ND.29. Referee, The International Journal of Computational Intelligence in Bioinformatics and Systems Biology

(JCIBSB)30. Referee, Integrated Computer-Aided Engineering Journal.31. Referee, International Society of Computer Applications Journal32. Referee, Journal of Bioinformation.33. Referee, IEEE Transactions on Knowledge and Data Engineering Journal.34. Referee, IEEE Transactions on Computers Journal.35. Referee, IEEE Computer Journal.36. Referee, IEEE Transactions on Software Engineering Journal.37. Referee, IEEE Transactions on Parallel and Distributed Systems.38. Referee, ORSA Journal of Computing.39. Referee, IEEE Transactions on Parallel and Distributed Systems.40. Referee, ISC International Supercomputing Conference and Exposition.41. Referee, ACM-IEEE International Conference on System Science.42. Referee, ACM International Symposium on Applied Computing.43. Referee, ACM International Principles of Database Systems Conference.44. Referee, ACM International Conference on Management of Data.45. Referee, ACM International Principles of Database Symposium.46. Referee, IEEE International Conference on Data Engineering.

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47. Referee, ACM-SIGMOD-PODS Joint Conference on Management of Data.48. Referee, IEEE RIDE-TQP Workshop on Data Engineering49. Referee, IEEE RIDE-IMS Workshop on Data Engineering50. Referee, ISCA Conference on Computer Applications.51. Referee, ISCA Conference on Computer Applications in Industry and Engineering.52. Referee, ISCA Conference on Parallel and Distributed Computing.53. Referee, ISCA Conference on Software Engineering and Data Engineering.54. Referee, ISCA Conference on Intelligent and Adaptive Systems and Software Engineering.55. Referee, IRMA Conference on Information Resource Management.56. Referee National Science Foundation, Database & Expert Systems Program57. Referee National Science Foundation, Computer Information Science and Engineering (CISE).58. Referee American Mathematical Society Mathematical Reviews (1979-1983).

PROFESSIONAL MEMBERSHIPS

Association of Computing MachineryAssociation of Computing Machinery Special Interest Group on Management of DataInstitute of Electrical and Electronic EngineeringInstitute of Electrical and Electronic Engineering Computer SocietyInstitute of Electrical and Electronic Engineering Communications SocietyInternational Society of Computer ApplicationsAmerican Association of Artificial Intelligence

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PATENTS, COPYRIGHTS AND TRADEMARKS

1. United States Patent and Trademark Office Patent Number 6,941,303 B2 (NDSU-RFT-75), issued September 6, 2005, “System and Method for Organizing, Compressing and Structuring Data for Data Mining Readiness”, Inventor: William K. Perrizo, Application, No. 957637 filed on 2001-09-20, Abstract: A system and method to take data, which is in the form of an n-dimensional array of binary data where the binary data is comprised of bits that are identified by a bit position within the n-dimensional array, and create one file for each bit position of the binary data while maintaining the bit position identification and to store the bit with the corresponding bit position identification from the binary data within the created filed. Once this bit-sequential format of the data is achieved, the formatted data is structured into a tree format that is data-mining-ready. The formatted data is structured by dividing each of the files containing the binary data into quadrants according to the bit position identification and recording the count of 1-bits for each quadrant on a first level. Then, recursively dividing each of the quadrants into further quadrants and recording the count of 1-bits for each quadrant until all quadrants comprise a pure-1 quadrant or a pure-0 quadrant to form a basic tree structure.

2. United States Patent and Trademark Office Patent Number 7,051,028 B2 (NDSU RFT-79), issued May 23, 2006, “Read-Commit Order Concurrency Control (ROCC)”, Inventors: Victor T. Shi and William K. Perrizo, North Dakota State University, Abstract: A system and method for concurrency control in high performance database systems. Generally includes receiving a database access request message from a transaction. Then, generating an element that corresponds to the access request message. The element type is that of a read element, commit element, validated element, or restart element. The element is then posted to a read-commit (RC) queue. If the element is a commit element, an intervening validation of the transaction is performed. Upon the transaction passing validation the requested database access is performed.

3. United States Patent and Trademark Office Patent Number 7,089,244 B2 (NDSU-RFT-99), issued August 8, 2006, “Multiversion read-commit order concurrency control”, Inventors: Victor T. Shi and William K. Perrizo, North Dakota State University, Application No. 10440442 filed on 2003-05-16, Abstract: A system and method for multi-version concurrency control in high performance database systems. Generally includes receiving a database access request message from a transaction. Then, generating an element that corresponds to the access request message. The element type is that of a read element, commit element, validated element, or restart element. The element is then posted to a read-commit (RC) queue. If the element is a commit element, an intervening validation of the transaction is performed. Upon the transaction passing validation the requested database access is performed.

4. United States Patent and Trademark Office Patent Number 7,640,219; Issued December 29, 2009. Parameter Optimized, Vertical, Nearest Neighbor Vote and Boundary Based Classification (NDSU RFT-203). Inventor: William Perrizo. This invention involves a Computer Aided Detection (CAD) model that is designed to diagnose Pulmonary Embolisms (PE) from CT image information data sheets. This high performance classification system, includes a Local Decision Boundary based classification combined with an evolutionary algorithm for parameter optimization and a vertical data structure for efficient processing. The invention was developed as a solution for the ACM KDD Cup competition in 2006, and won task 3 of that competition. A U.S. Provisional Patent application was filed August 4, 2007.

5. Vertical Set Inner Product (VSIP) (NDSU-RFT-159) (Patent 7,836,090) This novel algorithm provides at least a 10-fold increase in clustering and classifying numeric data by providing a horizontal calculation across a vertical P-tree dataset. It is related to but distinct from RFT-75 (PCM). A U.S. provisional application was filed on November 17, 2004 and a PCT patent application was filed November 17, 2005; patent 7,836,090 was issued November 11, 2010.

6. System and Method for Organizing, Compressing and Structuring Data for Data Mining Readiness, (patent 7,958,096 B2) (NDSU-RFT-94), This is a system for performing data mining in a set of binary data arranged as a plurality of data items in which each data item has a plurality of bits, each bit in a corresponding one of the plurality of bit positions. The set of binary data is arranged in the data storage such that the binary data is in bit position groups. Each bit position group corresponds to a different one of the plurality of bit positions and includes bits of the binary data having that bit position. A data mining technique is performed using the plurality of compressed data structures.

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7. NDSU Research Foundation Copyright (RFT-357) "Ptree Classification, Prediction and Collaborative Filtering Software System", This is a system consisting of C++ modules (approximately 10,000 lines of C++ code) together with shell and Perl script utilities to predict and classify using a historical dataset., copyright 2010.

Notes on Patents and Copyrights:

Numbers 1, 4, 5, 6 and 7 were licensed to Treeminer Incorporated on February 9, 2011 ( http://www.treeminer.com/ ). Treeminer, Inc.175 Admiral Cochrane DriveSuite 300Annapolis, Maryland 21401T: 240.389.0750F: 301.528.6297info@treeminer.com

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AWARDS

2008 Fargo-Moorhead Chamber of Commerce Distinguished Professorship

2007--- North Dakota State University Distinguished Professorship.

2007 Best Paper Award at the International Society of Computers and Their Applications (ISCA) Conference on Computers and Their Applications (CATA). The paper was entitled “Parameter Optimized, Vertical, Nearest Neighbor Vote and Boundary-Based Classification”. The conference was held in Honolulu, Hawaii in March of 2007.

2006 Association of Computing Machinery (ACM) Knowledge Discovery and Data Mining (KDD) Cup Winning Team Leader Task 3. Negative Prediction of Computer Aided Detection (CAD) of Pulmonary Embolism from Computer Aided Tomography (CAT) data. Our team score was twice as high as the next closest competitor score ), see http://www.cs.unm.edu/kdd_cup_2006, http://www.cs.unm.edu/files/kdd-cup-2006-task-spec-final.pdf .

The following description was lifted from these pages:

2001-2003 Jordan A. Engberg Endowed Professorship of Computer Science

2002 Association of Computing Machinery (ACM) Knowledge Discovery and Data Mining (KDD) Cup Winning Team Leader of the Broad Class, Task 2. Yeast Gene Regulation Prediction: There are now experimental methods that allow biologists to measure some aspect of cellular "activity" for thousands of genes or proteins at a time. A key problem that often arises in such experiments is in interpreting or annotating these thousands of measurements. This KDD Cup task focused on using data mining methods to capture the regularities of genes that are characterized by similar activity in a given high-throughput experiment. To facilitate objective evaluation, this task did not involve experiment interpretation or annotation directly, but instead it involved devising models that, when trained to classify the measurements of some instances (i.e. genes), can accurately predict the response of held aside test instances. The training and test data came from recent experiments with a set of S. cerevisiae (yeast) strains in which each strain is characterized by a single gene being knocked out. Each instance in the data set represents a single gene, and the target value for an instance is a discretized measurement of how active some (hidden) system in the cell is when this gene is knocked out. The goal of the task is to learn a model that can accurately predict these discretized values. Such a model would be helpful in understanding how various genes are related to the hidden system. See http://www.acm.org/sigs/sigkdd/kddcup/index.php?section=2002&method=res

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