Research Publications

 

Books
  1. Shekhar, Shashi and Chawla, Sanjay. Spatial Databases: A Tour. Prentice Hall, 2002. (note: A Chinese and Russian translation appeared in 2004)  [BibTex] [Pearson]  [Amazon]
  2. Sanjay Chawla, Takashi Washio, Shin-ichi Minato, Shusaku Tsumoto, Takashi Onoda, Seiji Yamada, Akihiro Inokuchi: New Frontiers in Applied Data Mining, PAKDD 2008 International Workshops, Osaka, Japan, May 20-23, 2008. Revised Selected Papers Springer 2009.  [BibTex] [Springer]
  3. Chee-yong Chan (Editor), Sanjay Chawla (Editor), Shazia Sadiq (Editor), Xiaofang Zhou (Editor), Vikram Pudi (Editor) Data Quality and High-Dimensional Data Analysis: Proceedings of the DASFAA 2008 Workshops Hardcover, 106 Pages, Published 2009 by World Scientific Publishing Company
Journals
  1. Gaurav Pandey, Sanjay Chawla, Simon Poon, Bavani Arunasalam and Joseph DavisAssociation Rules Network: Definition and Applications Statistical Analysis and Data Mining 1(4), 260-279, 2009. [Bibtex] [PDF]
  2. Sanjay Chawla: Patterns, Complex. Encyclopedia of GIS 2008: 849-851. [BibTex] [PDF]
  3. Florian Verhein, Sanjay Chawla: Mining spatio-temporal patterns in object mobility databases. Data Min. Knowl. Discov. 16(1): 5-38 (2008).  [BibTex] [PDF]
  4. Tara McIntosh, Sanjay Chawla: High Confidence Rule Mining for Microarray Analysis. IEEE/ACM Trans. Comput. Biology Bioinform. 4(4): 611-623 (2007) [BibTex] [PDF]
  5. Chawla, Sanjay and Sun, Pei. SLOM: A new measure for local spatial outliers. Knowledge and Information Systems. 9(4):412-429, April 2006 .  [BibTex] [PDF]
  6. Liu, Xuan and Shekhar, Shashi and Chawla, Sanjay. Object-based directional query processing in spatial databases. IEEE Transactions on Knowledge and Data Engineering. 15(2):295-304, 2003.  [BibTex]  [PDF]
  7. Shekhar, Shashi and Schrater, Paul and Vatsavai, Ranga Raju and Wu, Wei Li and Chawla, Sanjay. Spatial Contextual Classification and Prediction Models for Mining Geospatial Data. IEEE Transactions on Multimedia. 4(2):174-188, 2002  [BibTex] [PDF]
  8. Shekhar, Shashi and Liu, Chang Tien and Chawla, Sanjay and Ravada, Sivakumar. Efficient Join-Index-Based Spatial-Join Processing: A Clustering Approach. IEEE Transactions on Knowledge and Data Engineering. 14(6):1400-1421, 2002  [BibTex] [PDF]
  9. Liu, Xuan and Shekhar, Shashi and Chawla, Sanjay. Maintaining Spatial Constraints Using a Dimension Graph Approach. International Journal on Artificial Intelligence Tools 10(4): 639-662 (2001)  [BibTex] [PDF]
  10. Shekhar, Shashi and Liu, Xuan and Chawla,Sanjay. An Object Model of Direction and Its Implications. GeoInformatica 3(4): 357-379 (1999)  [BibTex] [PDF]
  11. Shekhar, Shashi and Chawla, Sanjay and Ravada, Sivakumar and Fetterer, Andrew and Liu, Xuan and Lu Chang-Tien. Spatial Databases - Accomplishments and Research Needs. IEEE Transactions on Knowledge and Data Engineering 11(1): 45-55 (1999)  [BibTex] [PDF]
  12. Chawla, Sanjay and Lenhart Suzanne. Application of Optimal Control Theory to Bioremediation. Journal of Computational and Applied Mathematics, (114):81-102 (1999)  [BibTex] [PDF]
  13. Chawla, Sanjay. A minmax problem in parabolic systems with competitive interatctions. Electronic Journal of Differential Equations, Volume (1999):1-18 (1999)  [BibTex] [PDF]

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Selective Conference and Workshop Papers

  1. Timothy De Vries, Sanjay Chawla, Pei Sun, Gia Vinh Anh Pham: Disk-Based Sampling for Outlier Detection in High Dimensional Data. COMAD 2008: 40-50.  [BibTex] [PDF]
  2. Florian Verhein, Sanjay Chawla: Using Significant, Positively Associated and Relatively Class Correlated Rules for Associative Classification of Imbalanced Datasets. ICDM 2007: 679-684.  [BibTex] [PDF]
  3. Elizabeth Wu, Sanjay Chawla: Spatio-Temporal Analysis of the Relationship between South American Precipitation Extremes and the El Niño Southern Oscillation. ICDM Workshops 2007: 685-692.  [BibTex] [PDF]
  4. Menon, Aditya and Pham, Gia Vinh Anh and Chawla, Sanjay and Viglas, Tasos An incremental data stream sketch using random projections To Appear In SIAM Data Mining, 2007, April Minneapolis, USA  [BibTex] [[PDF]] [TechReport]
  5. Ghazi Al-Naymat, Sanjay Chawla and Joachim Gudmundsson. Dimensionality Reduction for Long Duration and Complex Spatio-Temporal Queries. The 2007 ACM Symposium on Applied Computing (SAC'07). Seoul, Korea. March 11-15, 2007. Pages (393-397).  [BibTex] [PDF]
  6. Aditya Krishna Menon, Gia Vinh Anh Pham, Sanjay Chawla, Anastasios Viglas: An incremental data-stream sketch using sparse random projections. SDM 2007.  [BibTex] [PDF]
  7. Verhein, Florian and Chawla, Sanjay. Geometrically Inspired Itemset Mining. In Proceedings of the Sixth IEEE International Conference on Data Mining (ICDM 2006), December 18-22 2006, Hong Kong.  [BibTex] [PDF]
  8. Arunasalam, Bavani and Chawla, Sanjay. CCCS: a top-down associative classifier for imbalanced class distribution. In Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp 517-522, Philadelphia, PA, USA, August 20-23, 2006. ACM 2006  [BibTex] [PDF]
  9. Sun, Pei and Chawla, Sanjay and Arunsalam, Bavani. Mining for Outliers in Sequential Databases. In Proceedings of the Sixth SIAM International Conference on Data Mining, April 20-22, pp 94-106, Bethesda, MD, USA. SIAM 2006 Best Application Paper Award  [BibTex] [PDF]
  10. Verhein, Florian and Chawla, Sanjay. Mining Spatio-temporal Association Rules, Sources, Sinks, Stationary Regions and Thoroughfares in Object Mobility Databases. In Proceedings of Database Systems for Advanced Applications, 11th International Conference (DASFAA), pp 187-201, Singapore, April 12-15, 2006, Springer Lecture Notes in Computer Science 3882  [BibTex] [PDF]
  11. Lukov, Lior and Chawla, Sanjay and Church Brett. Conditional Random Fields for Transmembrane Helix Prediction. In Proceedings of the ninth Pacific-Asia Advances in Knowledge Discovery and Data Mining (PAKDD 2005), pp 155-161, Hanoi, Vietnam, May 18-20, 2005, Springer Lecture Notes in Computer Science 3518  [BibTex] [PDF]
  12. Arunasalam, Bavani and Chawla, Sanjay and Sun, Pei. Striking Two Birds with One Stone: Simultaneous Mining of Positive and Negative Spatial Patterns. In Proceedings of the Fifth SIAM International Conference on Data Mining, April 21-23, pp, Newport Beach, CA, USA, SIAM 2005  [BibTex] [PDF]
  13. Chawla, Sanjay and Davis, Joseph and Pandey, Gaurav. On Local Pruning of Association Rules Using Directed Hypergraphs. In Proceedings of IEEE the 20th International Conference on Data Engineering (ICDE 2004) pp 832, 30 March - 2 April 2004, Boston, MA, USA  [BibTex] [PDF]
  14. Sun, Pei and Chawla, Sanjay. On Local Spatial Outliers. In Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), pp 209-216, 1-4 November 2004, Brighton, UK  [BibTex] [PDF]
  15. Munro, Robert and Chawla, Sanjay and Sun, Pei. Complex Spatial Relationships. In Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), pp 227-234, 19-22 December 2003, Melbourne, Florida, USA  [BibTex] [PDF]
  16. Chawla, Sanjay and Arunasalam, Bavani and Davis, Joseph. Mining Open Source Software (OSS) Data Using Association Rules Network. In Proceedings of the seventh Pacific-Asia Advances in Knowledge Discovery and Data Mining (PAKDD 2003) pp 461-466, Seoul, Korea, April 30 - May 2, 2003, Springer Lecture Notes in Computer Science 2637  [BibTex] [PDF]
  17. Chawla, Sanjay and Shekhar, Shashi and Wu, Weili. A Comparison of Markov Random Field and Spatial Regression Models for Mining Geospatial Data. In Proceedings of the 6th Joint Conference on Information Science, pp 245-250, March 8-13, 2002, Research Triangle Park, North Carolina, USA. JCIS / Association for Intelligent Machinery, Inc. 2002  [BibTex] [PDF]
  18. Chawla, Sanjay and Shekhar, Shashi and Wu Weili and Ozesmi, Uygar. Extending Data Mining for Spatial Applications: A Case Study in Predicting Nest Locations. ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery 2000 pp 70-77  [BibTex] [PDF]
  19. Chawla, Sanjay and Shekhar, Shashi and Wu, Weili and Ozesmi, Uygar. Predicting Locations Using Map Similarity (PLUMS): A Framework for Spatial Data Mining. In Proceedings of the International Workshop on Multimedia Data Mining, MDM/KDD 2000, pp 14-24, August 20th, 2000, Boston, MA, USA. University of Alberta  [BibTex] [PDF]
  20. Liu, Xuan and Shekhar, Shashi and Chawla, Sanjay. Processing object-oientation-based direction queries: a summary of results. Proceedings of the Eighth ACM Symposium on Advances in Geographic Information Systems, pp 69-76, November 10-11, 2000, Washington D.C., USA. ACM 2000  [BibTex] [PDF]
  21. Liu, Xuan and Shekhar, Shashi and Chawla, Sanjay. Consistency checking for Euclidean spatial constraints: a dimension graph approach. In Proceedings of 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), pp 333-339, 13-15 November 2000, Vancouver, BC, Canada  [BibTex] [PDF]
  22. Ravada, Sivakumar and Shekhar, Shashi, Liu, Chang-Tien and Chawla, Sanjay. Optimizing Join Index Based Join Processing: A Graph Partitioning Approach. In Proceedings of the Seventeenth Symposium on Reliable Distributed Systems, pp 302-308, October 20-22, 1998, West Lafayette, Indiana, USA  [BibTex] [PDF]

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