| 2009 | ||
|---|---|---|
| 39 | 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 | |
| 38 | Timothy de Vries, Hui Ke, Sanjay Chawla, Peter Christen: Robust record linkage blocking using suffix arrays. CIKM 2009: 305-314 | |
| 37 | Gaurav Pandey, Sanjay Chawla, Simon Poon, Bavani Arunasalam, Joseph G. Davis: Association Rules Network: Definition and Applications. Statistical Analysis and Data Mining 1(4): 260-279 (2009) | |
| 2008 | ||
| 36 | 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 | |
| 35 | Sanjay Chawla: Patterns, Complex. Encyclopedia of GIS 2008: 849-851 | |
| 34 | Florian Verhein, Sanjay Chawla: Mining spatio-temporal patterns in object mobility databases. Data Min. Knowl. Discov. 16(1): 5-38 (2008) | |
| 2007 | ||
| 33 | Florian Verhein, Sanjay Chawla: Using Significant, Positively Associated and Relatively Class Correlated Rules for Associative Classification of Imbalanced Datasets. ICDM 2007: 679-684 | |
| 32 | 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 | |
| 31 | Ghazi Al-Naymat, Sanjay Chawla, Joachim Gudmundsson: Dimensionality reduction for long duration and complex spatio-temporal queries. SAC 2007: 393-397 | |
| 30 | Aditya Krishna Menon, Gia Vinh Anh Pham, Sanjay Chawla, Anastasios Viglas: An incremental data-stream sketch using sparse random projections. SDM 2007 | |
| 29 | Tara McIntosh, Sanjay Chawla: High Confidence Rule Mining for Microarray Analysis. IEEE/ACM Trans. Comput. Biology Bioinform. 4(4): 611-623 (2007) | |
| 2006 | ||
| 28 | Florian Verhein, Sanjay Chawla: Mining Spatio-temporal Association Rules, Sources, Sinks, Stationary Regions and Thoroughfares in Object Mobility Databases. DASFAA 2006: 187-201 | |
| 27 | Florian Verhein, Sanjay Chawla: Geometrically Inspired Itemset Mining. ICDM 2006: 655-666 | |
| 26 | Bavani Arunasalam, Sanjay Chawla: CCCS: a top-down associative classifier for imbalanced class distribution. KDD 2006: 517-522 | |
| 25 | Pei Sun, Sanjay Chawla, Bavani Arunasalam: Mining for Outliers in Sequential Databases. SDM 2006 | |
| 24 | Sanjay Chawla, Pei Sun: SLOM: a new measure for local spatial outliers. Knowl. Inf. Syst. 9(4): 412-429 (2006) | |
| 2005 | ||
| 23 | Daren Ler, Irena Koprinska, Sanjay Chawla: A Hill-Climbing Landmarker Generation Algorithm Based on Efficiency and Correlativity Criteria. FLAIRS Conference 2005: 418-423 | |
| 22 | Lior Lukov, Sanjay Chawla, W. Bret Church: Conditional Random Fields for Transmembrane Helix Prediction. PAKDD 2005: 155-161 | |
| 21 | Bavani Arunasalam, Sanjay Chawla, Pei Sun: Striking Two Birds With One Stone: Simultaneous Mining of Positive and Negative Spatial Patterns. SDM 2005 | |
| 2004 | ||
| 20 | Daren Ler, Irena Koprinska, Sanjay Chawla: A Landmarker Selection Algorithm Based on Correlation and Efficiency Criteria. Australian Conference on Artificial Intelligence 2004: 296-306 | |
| 19 | Bavani Arunasalam, Sanjay Chawla, Pei Sun, Robert Munro: Mining Complex Relationships in the SDSS SkyServer Spatial Database. COMPSAC Workshops 2004: 142-145 | |
| 18 | Daren Ler, Irena Koprinska, Sanjay Chawla: Comparisons between Heuristics Based on Correlativity and Efficiency for Landmarker Generation. HIS 2004: 32-37 | |
| 17 | Sanjay Chawla, Joseph G. Davis, Gaurav Pandey: On Local Pruning of Association Rules Using Directed Hypergraphs. ICDE 2004: 832 | |
| 16 | Pei Sun, Sanjay Chawla: On Local Spatial Outliers. ICDM 2004: 209-216 | |
| 2003 | ||
| 15 | Robert Munro, Sanjay Chawla, Pei Sun: Complex Spatial Relationships. ICDM 2003: 227-234 | |
| 14 | Sanjay Chawla, Bavani Arunasalam, Joseph G. Davis: Mining Open Source Software (OSS) Data Using Association Rules Network. PAKDD 2003: 461-466 | |
| 13 | Xuan Liu, Shashi Shekhar, Sanjay Chawla: Object-Based Directional Query Processing in Spatial Databases. IEEE Trans. Knowl. Data Eng. 15(2): 295-304 (2003) | |
| 2002 | ||
| 12 | Sanjay Chawla, Shashi Shekhar, Weili Wu: A Comparison of Markov Random Field and Spatial Regression Models for Mining Geospatial Data. JCIS 2002: 245-250 | |
| 11 | Shashi Shekhar, Chang-Tien Lu, Sanjay Chawla, Sivakumar Ravada: Efficient Join-Index-Based Spatial-Join Processing: A Clustering Approach. IEEE Trans. Knowl. Data Eng. 14(6): 1400-1421 (2002) | |
| 10 | Shashi Shekhar, Paul R. Schrater, Ranga Raju Vatsavai, Weili Wu, Sanjay Chawla: Spatial contextual classification and prediction models for mining geospatial data. IEEE Transactions on Multimedia 4(2): 174-188 (2002) | |
| 2001 | ||
| 9 | Xuan Liu, Shashi Shekhar, Sanjay Chawla: Maintaining Spatial Constraints Using a Dimension Graph Approach. International Journal on Artificial Intelligence Tools 10(4): 639-662 (2001) | |
| 2000 | ||
| 8 | Sanjay Chawla, Shashi Shekhar, Weili Wu, Uygar Ozesmi: 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: 70-77 | |
| 7 | Xuan Liu, Shashi Shekhar, Sanjay Chawla: Processing object-oientation-based direction queries: a summary of results. ACM-GIS 2000: 69-76 | |
| 6 | Xuan Liu, Shashi Shekhar, Sanjay Chawla: Consistency checking for Euclidean spatial constraints: a dimension graph approach. ICTAI 2000: 333- | |
| 5 | Sanjay Chawla, Shashi Shekhar, Weili Wu, Uygar Ozesmi: Predicting Locations Using Map Similarity(PLUMS): A Framework for Spatial Data Mining. MDM/KDD 2000: 14-24 | |
| 1999 | ||
| 4 | Shashi Shekhar, Ranga Raju Vatsavai, Sanjay Chawla, Thomas E. Burk: Spatial Pictogram Enhanced Conceptual Data Models and Their Translation to Logical Data Models. Integrated Spatial Databases 1999: 77-104 | |
| 3 | Shashi Shekhar, Xuan Liu, Sanjay Chawla: An Object Model of Direction and Its Implications. GeoInformatica 3(4): 357-379 (1999) | |
| 2 | Shashi Shekhar, Sanjay Chawla, Sivakumar Ravada, Andrew Fetterer, Xuan Liu, Chang-Tien Lu: Spatial Databases - Accomplishments and Research Needs. IEEE Trans. Knowl. Data Eng. 11(1): 45-55 (1999) | |
| 1998 | ||
| 1 | Sivakumar Ravada, Shashi Shekhar, Chang-Tien Lu, Sanjay Chawla: Optimizing Join Index Based Join Processing: A Graph Partitioning Approach. SRDS 1998: 302-308 | |