| 2025 | SDM | Spatially-Delineated Domain-Adapted AI Classification: An Application for Oncology Data. | Majid Farhadloo, Arun Sharma, Alexey A. Leontovich, Svetomir N. Markovic, Shashi Shekhar |
| 2024 | KDD | The 4th KDD Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems (DeepSpatial'24). | Zhe Jiang, Liang Zhao, Xun Zhou, Junbo Zhang, Shashi Shekhar, Jieping Ye |
| 2024 | SDM | Towards Spatially-Lucid AI Classification in Non-Euclidean Space: An Application for MxIF Oncology Data. | Majid Farhadloo, Arun Sharma, Jayant Gupta, Alexey A. Leontovich, Svetomir N. Markovic, Shashi Shekhar |
| 2023 | SDM | Eco-PiNN: A Physics-informed Neural Network for Eco-toll Estimation. | Yan Li, Mingzhou Yang, Matthew Eagon, Majid Farhadloo, Yiqun Xie, William F. Northrop, Shashi Shekhar |
| 2023 | SDM | Data Mining Challenges and Opportunities to Achieve Net Zero Carbon Emissions: Focus on Electrified Vehicles. | Mingzhou Yang, Bharat Jayaprakash, Matthew Eagon, Hyeonjung (Tari) Jung, William F. Northrop, Shashi Shekhar |
| 2022 | KDD | DeepSpatial'22: The 3rd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems. | Zhe Jiang, Liang Zhao, Xun Zhou, Robert N. Stewart, Junbo Zhang, Shashi Shekhar, Jieping Ye |
| 2022 | KDD | SAMCNet: Towards a Spatially Explainable AI Approach for Classifying MxIF Oncology Data. | Majid Farhadloo, Carl Molnar, Gaoxiang Luo, Yan Li, Shashi Shekhar, Rachel L. Maus, Svetomir N. Markovic, Alexey A. Leontovich, Raymond Moore |
| 2021 | KDD | DeepSpatial'21: 2nd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems. | Xun Zhou, Liang Zhao, Zhe Jiang, Robert N. Stewart, Shashi Shekhar, Jieping Ye |
| 2021 | SSDBM | What is special about spatial data science and Geo-AI? | Shashi Shekhar |
| 2019 | IGARSS | NDVI Versus CNN Features in Deep Learning for Land Cover Clasification of Aerial Images. | Anushree Ramanath, Saipreethi Muthusrinivasan, Yiqun Xie, Shashi Shekhar, Bharathkumar Ramachandra |
| 2019 | SDM | A Nondeterministic Normalization based Scan Statistic (NN-scan) towards Robust Hotspot Detection: A Summary of Results. | Yiqun Xie, Shashi Shekhar |
| 2018 | ICDM | A TIMBER Framework for Mining Urban Tree Inventories Using Remote Sensing Datasets. | Yiqun Xie, Han Bao, Shashi Shekhar, Joseph F. Knight |
| 2018 | SDM | Avoidance Region Discovery: A Summary of Results. | Emre Eftelioglu, Xun Tang, Shashi Shekhar |
| 2017 | AAAI | Spatially Constrained Geodesign Optimization (GOP) for Improving Agricultural Watershed Sustainability. | Yiqun Xie, KwangSoo Yang, Shashi Shekhar, Brent Dalzell, David J. Mulla |
| 2017 | BigData | Parallel Processing over Spatial-Temporal Datasets from Geo, Bio, Climate and Social Science Communities: A Research Roadmap. | Sushil K. Prasad, Danial Aghajarian, Michael McDermott, Dhara Shah, Mohamed F. Mokbel, Satish Puri, Sergio J. Rey, Shashi Shekhar, Yiqun Xe, Ranga Raju Vatsavai, Fusheng Wang, Yanhui Liang, Hoang Vo, Shaowen Wang |
| 2016 | ICDE | Capacity-Constrained Network-Voronoi Diagram. | KwangSoo Yang, Apurv Hirsh Shekhar, Dev Oliver, Shashi Shekhar |
| 2015 | ICDM | Geographically Robust Hotspot Detection: A Summary of Results. | Emre Eftelioglu, Xun Tang, Shashi Shekhar |
| 2014 | ER | Lagrangian Xgraphs: A Logical Data-Model for Spatio-Temporal Network Data: A Summary. | Venkata M. V. Gunturi, Shashi Shekhar |
| 2014 | ICDM | Ring-Shaped Hotspot Detection: A Summary of Results. | Emre Eftelioglu, Shashi Shekhar, Dev Oliver, Xun Zhou, Michael R. Evans, Yiqun Xie, James M. Kang, Renee Laubscher, Christopher Farah |
| 2014 | ICDM | Learning a Spatial Ensemble of Classifiers for Raster Classification: A Summary of Results. | Zhe Jiang, Shashi Shekhar, Azamat Kamzin, Joseph F. Knight |
| 2013 | ICDM | Focal-Test-Based Spatial Decision Tree Learning: A Summary of Results. | Zhe Jiang, Shashi Shekhar, Xun Zhou, Joseph F. Knight, Jennifer Corcoran |
| 2013 | KDD | Fast and exact network trajectory similarity computation: a case-study on bicycle corridor planning. | Michael R. Evans, Dev Oliver, Shashi Shekhar, Francis Harvey |
| 2012 | ICDM | Geo-referenced Time-Series Summarization Using k-Full Trees: A Summary of Results. | Dev Oliver, Shashi Shekhar, James M. Kang, Renee Laubscher, Veronica Carlan, Michael R. Evans |
| 2010 | DEXA | Minimum Spanning Tree on Spatio-Temporal Networks. | Viswanath Gunturi, Shashi Shekhar, Arnab Bhattacharya |
| 2010 | ICDM | Spatial and Spatio-temporal Data Mining. | Vania Bogorny, Shashi Shekhar |
| 2010 | ICDM | A K-Main Routes Approach to Spatial Network Activity Summarization: A Summary of Results. | Dev Oliver, Abdussalam Bannur, James M. Kang, Shashi Shekhar, Renee Bousselaire |
| 2010 | SDM | Cascading Spatio-temporal Pattern Discovery: A Summary of Results. | Pradeep Mohan, Shashi Shekhar, James A. Shine, James P. Rogers |
| 2008 | ICDCS | Optimal Placements in Ring Network for Data Replicas in Distributed Database with MajorityVoting Protocol. | Zhao Zhang, Weili Wu, Shashi Shekhar |
| 2008 | ICDM | Discovering Flow Anomalies: A SWEET Approach. | James M. Kang, Shashi Shekhar, Christine Wennen, Paige J. Novak |
| 2008 | ICDM | A Semi-supervised Learning Algorithm for Recognizing Sub-classes. | Ranga Raju Vatsavai, Shashi Shekhar, Budhendra L. Bhaduri |
| 2008 | IGARSS | Multisource Data Classification using a Hybrid Semi-Supervised Learning Scheme. | Ranga Raju Vatsavai, Budhendra L. Badhuri, Shashi Shekhar, Thomas E. Burk |
| 2008 | ICTAI | Sub-class Recognition from Aggregate Class Labels: Preliminary Results. | Ranga Raju Vatsavai, Shashi Shekhar, Budhendra L. Bhaduri |
| 2008 | Mobiquitous | SP-TAG: a routing algorithm in non-stationary transportation networks. | Betsy George, Shashi Shekhar |
| 2008 | SSDBM | Mining Temporal Association Patterns under a Similarity Constraint. | Jin Soung Yoo, Shashi Shekhar |
| 2008 | SSPR | A Learning Scheme for Recognizing Sub-classes from Model Trained on Aggregate Classes. | Ranga Raju Vatsavai, Shashi Shekhar, Budhendra L. Bhaduri |
| 2007 | ICDE | Mining At Most Top-K% Mixed-drove Spatio-temporal Co-occurrence Patterns: A Summary of Results. | Mete Celik, Shashi Shekhar, James P. Rogers, James A. Shine, James M. Kang |
| 2007 | ICDE | Continuous Evaluation of Monochromatic and Bichromatic Reverse Nearest Neighbors. | James M. Kang, Mohamed F. Mokbel, Shashi Shekhar, Tian Xia, Donghui Zhang |
| 2007 | ICDE | Mining Personally Important Places from GPS Tracks. | Changqing Zhou, Nupur Bhatnagar, Shashi Shekhar, Loren G. Terveen |
| 2007 | ICDM | Zonal Co-location Pattern Discovery with Dynamic Parameters. | Mete Celik, James M. Kang, Shashi Shekhar |
| 2006 | ER | Time-Aggregated Graphs for Modeling Spatio-temporal Networks. | Betsy George, Shashi Shekhar |
| 2006 | ICDM | Mixed-Drove Spatio-Temporal Co-occurence Pattern Mining: A Summary of Results. | Mete Celik, Shashi Shekhar, James P. Rogers, James A. Shine, Jin Soung Yoo |
| 2006 | ICDM | Context-Inclusive Approach to Speed-up Function Evaluation for Statistical Queries : An Extended Abstract. | Vijay Gandhi, James M. Kang, Shashi Shekhar, Junchang Ju, Eric D. Kolaczyk, Sucharita Gopal |
| 2006 | ICTAI | Sustained Emerging Spatio-Temporal Co-occurrence Pattern Mining: A Summary of Results. | Mete Celik, Shashi Shekhar, James P. Rogers, James A. Shine |
| 2006 | SDM | Discovery of Co-evoluting Spatial Co-located Event Sets. | Jin Soung Yoo, Shashi Shekhar, Sangho Kim, Mete Celik |
| 2005 | ICDM | Spatial Clustering of Chimpanzee Locations for Neighborhood Identification. | Sandeep Mane, Carson Murray, Shashi Shekhar, Jaideep Srivastava, Anne Pusey |
| 2005 | ICDM | A Join-Less Approach for Co-Location Pattern Mining: A Summary of Results. | Jin Soung Yoo, Shashi Shekhar, Mete Celik |
| 2005 | ICTAI | A Semi-Supervised Learning Method for Remote Sensing Data Mining. | Ranga Raju Vatsavai, Shashi Shekhar, Thomas E. Burk |
| 2005 | PAKDD | Mining Time-Profiled Associations: An Extended Abstract. | Jin Soung Yoo, Pusheng Zhang, Shashi Shekhar |
| 2004 | KDD | Exploiting a support-based upper bound of Pearson's correlation coefficient for efficiently identifying strongly correlated pairs. | Hui Xiong, Shashi Shekhar, Pang-Ning Tan, Vipin Kumar |
| 2004 | SDM | A Framework for Discovering Co-Location Patterns in Data Sets with Extended Spatial Objects. | Hui Xiong, Shashi Shekhar, Yan Huang, Vipin Kumar, Xiaobin Ma, Jin Soung Yoo |
| 2003 | ISI | Evacuation Planning: A Capacity Constrained Routing Approach. | Qingsong Lu, Yan Huang, Shashi Shekhar |
| 2003 | PAKDD | Correlation Analysis of Spatial Time Series Datasets: A Filter-and-Refine Approach. | Pusheng Zhang, Yan Huang, Shashi Shekhar, Vipin Kumar |
| 2003 | SAC | Mining Confident Colocation Rules without A Support Threshold. | Yan Huang, Hui Xiong, Shashi Shekhar, Jian Pei |
| 2002 | DCC | Dictionary Design Algorithms for Vector Map Compression. | Shashi Shekhar, Yan Huang, Judy Djugash |
| 2002 | ICTAI | Data Mining for Selective Visualization of Large Spatial Datasets. | Shashi Shekhar, Chang-Tien Lu, Pusheng Zhang, Rulin Liu |
| 2001 | KDD | Detecting graph-based spatial outliers: algorithms and applications (a summary of results). | Shashi Shekhar, Chang-Tien Lu, Pusheng Zhang |
| 2001 | SDM | Modeling Spatial Dependencies for Mining Geospatial Data. | Sanjay Chawla, Shashi Shekhar, Weili Wu, Uygar zesmi |
| 2001 | SSDBM | An efficient query strategy for integrated Remote Sensing and inventory (Spatial) Databases. | Ranga Raju Vatsavai, Thomas E. Burk, Shashi Shekhar, Mark H. Hansen |
| 2000 | ICTAI | Consistency checking for Euclidean spatial constraints: a dimension graph approach. | Xuan Liu, Shashi Shekhar, Sanjay Chawla |
| 2000 | KDD | Predicting Locations Using Map Similarity(PLUMS): A Framework for Spatial Data Mining. | Sanjay Chawla, Shashi Shekhar, Weili Wu, Uygar zesmi |
| 1998 | SRDS | Optimizing Join Index Based Join Processing: A Graph Partitioning Approach. | Sivakumar Ravada, Shashi Shekhar, Chang-Tien Lu, Sanjay Chawla |
| 1997 | DAC | Multilevel Hypergraph Partitioning: Application in VLSI Domain. | George Karypis, Rajat Aggarwal, Vipin Kumar, Shashi Shekhar |
| 1997 | ICTAI | A Performance Analysis of Hierarchical Shortest Path Algorithms. | Andrew Fetterer, Shashi Shekhar |
| 1995 | ICDE | A Similarity Graph-Based Approach to Declustering Problems and Its Application towards Paralleling Grid Files. | Duen-Ren Liu, Shashi Shekhar |
| 1995 | ICDE | CCAM: A Connectivity-Clustered Access Method for Aggregate Queries on Transportation Networks: A Summary of Results. | Shashi Shekhar, Duen-Ren Liu |
| 1995 | IJCAI | Deadline Compliance, Predictability, and On-line Optimization in Real-Time Problem Solving. | Babak Hamidzadeh, Shashi Shekhar |
| 1994 | ICDE | Resolving Attribute Incompatibility in Database Integration: An Evidential Reasoning Approach. | Ee-Peng Lim, Jaideep Srivastava, Shashi Shekhar |
| 1994 | ICDE | Disk Allocation Methods for Parallelizing Grid Files. | Yvonne Zhou, Shashi Shekhar, Mark Coyle |
| 1994 | ICTAI | Customizing Parallel Formulations of Backpropagation Learning Algorithm to Neural Network Architectures : A Summary of Results. | Minesh B. Anim, Shashi Shekhar |
| 1993 | ICDE | Path Computation Algorithms for Advanced Traveller Information System (ATIS). | Shashi Shekhar, Ashim Kohli, Mark Coyle |
| 1993 | ICTAI | Real Time and AI (Panel). | Shashi Shekhar |
| 1993 | ICTAI | Self-Adjusting Real-Time Search: A Summary of Results. | Shashi Shekhar, Babak Hamidzadeh |
| 1992 | AAAI | Can Real-Time Search Algorithms Meet Deadlines? | Babak Hamidzadeh, Shashi Shekhar |
| 1992 | ICDE | MoBiLe Files and Efficient Processing of Path Queries on Scientific Data. | Shashi Shekhar, Toneluh Andrew Yang |
| 1992 | ICTAI | Evaluation of Real-Time Search Algorithms in Dynamic Worlds. | Shashi Shekhar, Babak Hamidzadeh |
| 1992 | SAC | On the construction of efficient match networks. | Jack S. Eddy Tan, Jaideep Srivastava, Shashi Shekhar |
| 1991 | ICTAI | DYNORA: a real-time planning algorithm to meet response-time constraints in dynamic environments. | Babak Hamidzadeh, Shashi Shekhar |
| 1990 | ICDE | A Cooperative Approach to Large Knowledge Based Systems. | C. V. Ramamoorthy, Shashi Shekhar |
| 1989 | COMPSAC | Stochastic backpropagation: a learning algorithm for generalization problems. | C. V. Ramamoorthy, Shashi Shekhar |
| 1989 | IJCAI | Minimizing Response Times in Real Time Planning and Search. | Shashi Shekhar, Soumitra Dutta |
| 1989 | ICTAI | Coop: a shell for cooperating expert systems. | Shashi Shekhar, Chittoor V. Ramamoorthy |
| 1988 | VLDB | A Formal Model of Trade-off between Optimization and Execution Costs in Semantic Query Optimization. | Shashi Shekhar, Jaideep Srivastava, Soumitra Dutta |