Journal and Conference papers

Qin Ding, Qiang Ding, and William Perrizo, "PARM - An Efficient Algorithm to Mine Association Rules from Spatial Data", IEEE Transactions on Systems, Man and Cybernetics - Part B, in press.

David Hooks and Qin Ding, "Bayesian Classification in Combinatorial Game Theory", International Conference on Software Engineering and Data Engineering, Los Angeles, CA, 2008, pp. 7-12.

Qin Ding and Wen Shen Huang, "VP: An Efficent Algorithm for Frequent Itemset Mining", International Conference on Software Engineering and Knowledge Engineering, San Francisco, CA, 2008, pp. 381-386.

Qin Ding and William Perrizo, "Support-less Association Rule Mining Using Tuple Count Cube", Journal of Information and Knowledge Mangement, 6(4), Dec. 2007, pp. 271-280 .

William Perrizo, Qin Ding, Maleq Khan, Anne Denton, and Qiang Ding, "An Efficient Weighted Nearest Neighbor Classifier using Vertical Data Representation", International Journal of Business Intelligence and Data Mining, 2(1), 2007, pp. 64-78.

Qin Ding and Gnanasekaran Sundarraj, "Association Rule Mining from XML Data", Proceedings of International Conference on Data Mining, Las Vegas, Nevada, June 2006, pp. 144-150.

Kevin Ricords and Qin Ding, "XINDEX – XPATH Indexing Specification for XML", Proceedings of International Conference on Software Engineering and Data Engineering, Los Angeles, CA, July 2006, pp. 228-233.

Qin Ding and Mufit Colpan, "Decision Tree Induction on Hyper-Spectral Cement Images", International Journal of Computational Intelligence, 2(3), 2006, pp. 169-175.

Qin Ding and Jim Gasvoda, "A Genetic Algorithm for Clustering on Image Data", International Journal of Computational Intelligence, 1(1), 2005, pp. 75-80.

Charles Daniel and Qin Ding, "A Framework for Bayesian Classification on Banner Images", Proceedings of ACM KDD Workshop on Multimedia Data Mining (MDM/KDD'04), Seattle, WA, Aug. 2004.

Qin Ding and Bhavin Parikh, "A Model for Multi-relational Data Mining on Demand Forecasting", Proceedings of International Conference on Intelligent & Adaptive Systems, and Software Engineering (IASSE'04), Nice, France, July 2004, pp. 1-5.

Jim Gasvoda and Qin Ding, "A Genetic Algorithm for Clustering on Very Large Datasets", Proceedings of International Conference on Computer Applications in Industry and Engineering (CAINE'03), Las Vegas, Nevada, Nov. 2003, pp. 163-167.

Qin Ding, Kevin Ricords, and Jeremy Lumpkin, "Deriving General Association Rules from XML Data", Proceedings of International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing (SNPD'03), Lübeck, Germany, Oct. 2003, pp. 348-352.

William Perrizo, Qin Ding, Anne Denton, Kirk Scott, Qiang Ding, and Maleq Khan, "PINE - Podium Incremental Neighbor Evaluator for Classifying Spatial Data", Proceeding of ACM Symposium on Applied Computing (SAC'03), Melbourne, Florida, March 2003, pp. 503-508.

Anne Denton, Qiang Ding, William Perrizo, and Qin Ding, “Efficient Hierarchical Clustering of Large Data Sets Using P-trees”, Proceedings of 15th International Conference on Computer Applications in Industry and Engineering (CAINE’02), San Diego, CA, Nov. 2002, pp. 138-141.

William Perrizo, Qin Ding, and Anne Denton, “Lazy Classifiers Using P-trees”, Proceedings of 15th International Conference on Computer Applications in Industry and Engineering (CAINE'02), San Diego, CA, Nov. 2002, pp. 176-179.

Qin Ding, Qiang Ding and William Perrizo, "Association Rule Mining on Remotely Sensed Images Using P-trees", Proceedings of PAKDD 2002, Springer-Verlag, Lecture Notes in Artificial Intelligence 2336, May 2002, pp. 66-79.

Maleq Khan, Qin Ding and William Perrizo, "K-nearest Neighbor Classification on Spatial Data Stream Using P-trees", Proceedings of  PAKDD 2002, Springer-Verlag, Lecture Notes in Artificial Intelligence 2336, May 2002, pp. 517-528.

Qin Ding, Maleq Khan, Amalendu Roy and William Perrizo, “The P-tree Algebra”, Proceedings of ACM Symposium on Applied Computing (SAC'02), Madrid, Spain, March 2002, pp. 426-431.

Qiang Ding, Qin Ding and William Perrizo, “Decision Tree Classification of Spatial Data Streams Using Peano Count Trees”, Proceedings of ACM Symposium on Applied Computing (SAC'02), Madrid, Spain, March 2002, pp. 413-417.

William Perrizo, Qin Ding, Qiang Ding and Amalendu Roy, "On Mining Satellite and Other Remotely Sensed Images", Proceedings of ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, Santa Barbara, California, May 2001, pp. 33-40.

William Perrizo, Qin Ding, Qiang Ding and Amalendu Roy, "Deriving High Confidence Rules from Spatial Data using Peano Count Trees", Proceedings of International Conference on Web-Age Information Management (WAIM'01), Springer-Verlag, Lecture Notes in Computer Science 2118, July 2001, pp. 91-102.

Qin Ding and William Perrizo, "Using Active Networks in Parallel Mining of Association Rules", Proceedings of 2nd International Conference on Information Reuse and Integration (IRI'00), Honolulu, Hawaii, Nov. 2000, pp. 58-61.

Qin Ding, William Perrizo, Kaushik Das and Qinghua Zou, "Data Mining Applications on Large RSI data", IFIP Congress 2000, pp. 891-897.

Qinghua Zou, Qin Ding and William Perrizo, "Fast Approach for Association Rule Mining on Remotely Sensed Imagery", Proceedings of 15th International Conference on Computers and Their Applications (CATA'00), New Orleans, Louisiana, March 2000, pp. 98-101.

Jianning Dong, William Perrizo, Qin Ding and Jingkai Zhou, "The Application of Association Rule Mining to Remotely Sensed Data", Proceedings of ACM Symposium on Applied Computing (SAC'00), Como, Italy, March 2000, pp 340-345.

Kaushik Das, William Perrizo and Qin Ding, "Using Neural Networks for Clustering on RSI data and Related Spatial Data", Proceeding of 2nd International Conference on Information Reuse and Integration (IRI'00), Honolulu, Hawaii, Nov. 2000, pp. 111-116.

Qinghua Zou, Kirk Scott, Qin Ding and William Perrizo, "DLOTS: A Distributed Level Ordered Transaction Scheduler", Proceedings of 13th International Conference on Parallel and Distributed Computing Systems (PDCS'00), Las Vegas, Nevada, August 2000.

Shian Zhang, William Perrizo and Qin Ding, "Reposting Algorithms for Request Order Concurrency Control", Proceedings of 13th International Conference on Computer Applications in Industry and Engineering (CAINE'00), Honolulu, Hawaii, Nov. 2000, pp. 161-164.

Qinghua Zou, William Perrizo and Qin Ding, "Level Ordered Transaction Scheduler (LOTS) for Concurrency Control", Proceedings of 15th  International Conference on Computers and Their Applications (CATA'00), New Orleans, Louisiana, March 2000, pp. 88-91.

Tanya Jane, William Perrizo and Qin Ding, "Multiversion Post Ordering: A New Concurrecy Control Method", Proceedings of 13th International Conference on Computer Applications in Industry and Engineering (CAINE'00), Honolulu, Hawaii, Nov. 2000, pp. 9-12.

Tianni Ni, Qin Ding and Zhaohui Meng, "An Ordering Analysis Method for Knowledge Base Coordinatality Maintenance based on Relation Construction", Journal of Mini-Micro Systems (in Chinese), Vol. 16, No. 4, Apr. 1995, pp. 22-26.

Tianni Ni, Qin Ding and Dingsheng Wan, "Algorithm and Design of Nonlinear Isohyet Generating System KRIGS", Journal of Hohai University (in Chinese), Vol. 23, No. 2, 1995, pp. 45-49.

Qin Ding and Jiafu Xu, "Explanation-based Program Transformation", Journal of Computers (in Chinese), No. 12, Vol. 15, Dec. 1992, pp. 881-888.

Jiafu Xu, Daoxu Chen, Jian Lu, Zhijian Wang, Zongming Fei, Yousong Zhang, Qin Ding and Yingchung Zhu, "On the Design and Implementation of NDSAIL: A Software Automation  System with Automated Learning Mechanisms", IFIP Congress 92, Vol. 1, Madrid, Spain, Sept. 1992, pp. 186-192.

Jiafu Xu, Daoxu Chen, Jian Lu, Zhijian Wang, Zongming Fei, Yousong Zhang, Qin Ding and Yingchung Zhu, "NDSAIL: A Software Automation  System with Automated Learning Mechanisms", Journal of Computers (in Chinese), No. 11, Vol. 15, Nov. 1992.
 

Book and Book Chapters

Qin Ding, "Data Mining on XML Data", in Encyclopedia of Data Warehousing and Mining, 2nd edition, Vol. 1, ed. John Wang, IGI Global, Aug. 2008.

William Perrizo, Qiang Ding, Qin Ding and Taufik Abidin, "Vertical Data Mining on Very Large Data Sets", in Encyclopedia of Data Warehousing and Mining, 2nd edition, Vol. 4, ed. John Wang, IGI Global, Aug. 2008.

Qin Ding and Gnanasekaran Sundarraj, "Mining Association Rules from XML Data", in Data Mining and Knowledge Discovery Technologies,  ed. David Taniar, IGI Global, Jan. 2008.

Qin Ding and Charles Daniel, "Multimedia Data Mining Framework for Banner Imagers", in Multimedia Data Mining and Knowledge Discovery, ed. Valery Al Petrushin and Latifur Khan, Springer, 2006.

William Perrizo, Qiang Ding, Qin Ding and Taufik Abidin, "Vertical Data Mining", in Encyclopedia of Data Warehousing and Mining, 1st edition, ed. John Wang, Idea Group Publishing, 2005.

Weihua Wu, Zhuhua Li and Qin Ding, Data Sharing, Exchange and Recovery Techniques of Micro Computers, Nanjing University Press, 1994.
 

Thesis

Qin Ding, "Association Rule Mining on Remotely Sensed Imagery Using P-trees", Ph. D. dissertation, North Dakota State University, May 2002.