Shashi Shekhar

373 papers A* 31A 13B 37C 5Misc 2Journal 148Unranked 101

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Advancing AI in Agriculture through Large-Scale Collaborative Research. Commun. ACM Vikram S. Adve, Steve Brown, Alan Fern, Baskar Ganapathysubramanian, Ananth Kalyanaraman, Shashi Shekhar, Ilias Tagkopoulos, Jessica M. Wedow
2025	J	`jnl`	Climate smart computing: A perspective. Pervasive Mob. Comput. Mingzhou Yang, Bharat Jayaprakash, Subhankar Ghosh, Hyeonjung Tari Jung, Matthew Eagon, William F. Northrop, Shashi Shekhar
2025	J	`jnl`	Concerning the Responsible Use of AI in the U.S. Criminal Justice System. Commun. ACM Cristopher Moore, Catherine Gill, Nadya Bliss, Kevin R. B. Butler, Stephanie Forrest, Daniel Lopresti, Mary Lou Maher, Helena Mentis, Shashi Shekhar, Amanda Stent, Matthew Turk
2025	J	`jnl`	Concerning the Responsible Use of AI in the US Criminal Justice System. CoRR Cristopher Moore, Catherine Gill, Nadya Bliss, Kevin R. B. Butler, Stephanie Forrest, Daniel Lopresti, Mary Lou Maher, Helena Mentis, Shashi Shekhar, Amanda Stent, Matthew Turk
2025	B	`conf`	Discovering Super-Colocation Patterns: A Summary of Results. SSTD Shuai An, Shesha Sai Kumar Reddy Sadu, Arun Sharma, Majid Farhadloo, Shashi Shekhar
2025	J	`jnl`	GIScience in the Era of Artificial Intelligence: A Research Agenda Towards Autonomous GIS. CoRR Zhenlong Li, Huan Ning, Song Gao, Krzysztof Janowicz, Wenwen Li, Samantha T. Arundel, Chaowei Yang, Budhendra Bhaduri, Shaowen Wang, A-Xing Zhu, Mark Gahegan, Shashi Shekhar, Xinyue Ye, Grant McKenzie, Guido Cervone, Michael E. Hodgson
2025	J	`jnl`	GIScience in the era of Artificial Intelligence: a research agenda towards Autonomous GIS. Ann. GIS Zhenlong Li, Huan Ning, Song Gao, Krzysztof Janowicz, Wenwen Li, Samantha T. Arundel, Chaowei Yang, Budhendra Bhaduri, Shaowen Wang, A-Xing Zhu, Mark Gahegan, Shashi Shekhar, Xinyue Ye, Grant McKenzie, Guido Cervone, Michael E. Hodgson
2025	—	`conf`	Geo-lucid Conditional Diffusion Models for High Physical Fidelity Trajectory Generation. SIGSPATIAL/GIS Mingzhou Yang, Arun Sharma, Majid Farhadloo, Bharat Jayaprakash, Shashi Shekhar
2025	J	`jnl`	Physics-based machine learning framework for predicting NOx emissions from compression ignition engines using on-board diagnostics data. CoRR Harish Panneer Selvam, Bharat Jayaprakash, Yan Liu, Shashi Shekhar, William F. Northrop
2025	J	`jnl`	Spatial Distribution-Shift Aware Knowledge-Guided Machine Learning. CoRR Arun Sharma, Majid Farhadloo, Mingzhou Yang, Ruolei Zeng, Subhankar Ghosh, Shashi Shekhar
2025	A	`conf`	Spatially-Delineated Domain-Adapted AI Classification: An Application for Oncology Data. SDM Majid Farhadloo, Arun Sharma, Alexey A. Leontovich, Svetomir N. Markovic, Shashi Shekhar
2025	J	`jnl`	Spatially-Delineated Domain-Adapted AI Classification: An Application for Oncology Data. CoRR Majid Farhadloo, Arun Sharma, Alexey A. Leontovich, Svetomir N. Markovic, Shashi Shekhar
2025	J	`jnl`	Towards Fine-Tuning-Based Site Calibration for Knowledge-Guided Machine Learning: A Summary of Results. CoRR Ruolei Zeng, Arun Sharma, Shuai An, Mingzhou Yang, Shengya Zhang, Licheng Liu, David J. Mulla, Shashi Shekhar
2025	J	`jnl`	Towards Physics-Guided Foundation Models. CoRR Majid Farhadloo, Arun Sharma, Mingzhou Yang, Bharat Jayaprakash, William F. Northrop, Shashi Shekhar
2025	J	`jnl`	Towards Physics-informed Diffusion for Anomaly Detection in Trajectories. CoRR Arun Sharma, Mingzhou Yang, Majid Farhadloo, Subhankar Ghosh, Bharat Jayaprakash, Shashi Shekhar
2025	—	`conf`	Towards Physics-informed Diffusion for Anomaly Detection in Trajectories: A Summary of Results. GeoAnomalies@SIGSPATIAL Arun Sharma, Mingzhou Yang, Majid Farhadloo, Subhankar Ghosh, Bharat Jayaprakash, Shashi Shekhar
2025	—	`conf`	Towards Recurring Co-traveling Pattern Detection: A Summary of Results. GeoAnomalies@SIGSPATIAL Shuai An, Chris Stanford, Shashi Shekhar
2025	—	`conf`	Towards Surrogate Models with Hybrid Spatial Neural Networks: A Summary of Results. GeoSim@SIGSPATIAL Shengya Zhang, Arun Sharma, Majid Farhadloo, Mingzhou Yang, Ruolei Zeng, Subhankar Ghosh, Yao Zhang, Mu Hong, Licheng Liu, David J. Mulla, Shashi Shekhar
2024	J	`jnl`	New Initiatives in ACM SIGSPATIAL 2025. ACM SIGSPATIAL Special Mohamed F. Mokbel, Shashi Shekhar, Andreas Züfle
2024	J	`jnl`	Optimizing test case prioritization through ranked NSGA-2 for enhanced fault sensitivity analysis. Innov. Syst. Softw. Eng. Kamal Garg, Shashi Shekhar
2024	J	`jnl`	Physics-Based Abnormal Trajectory Gap Detection. ACM Trans. Intell. Syst. Technol. Arun Sharma, Subhankar Ghosh, Shashi Shekhar
2024	J	`jnl`	Physics-Guided Abnormal Trajectory Gap Detection. CoRR Arun Sharma, Shashi Shekhar
2024	A	`ed.`	Proceedings of the 2024 SIAM International Conference on Data Mining, SDM 2024, Houston, TX, USA, April 18-20, 2024 SDM Shashi Shekhar, Vagelis Papalexakis, Jing Gao, Zhe Jiang, Matteo Riondato
2024	J	`jnl`	Reducing False Discoveries in Statistically-Significant Regional-Colocation Mining: A Summary of Results. CoRR Subhankar Ghosh, Jayant Gupta, Arun Sharma, Shuai An, Shashi Shekhar
2024	J	`jnl`	Spatial Computing Opportunities in Biomedical Decision Support: The Atlas-EHR Vision. ACM Trans. Spatial Algorithms Syst. Majid Farhadloo, Arun Sharma, Shashi Shekhar, Svetomir N. Markovic
2024	A*	`conf`	The 4th KDD Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems (DeepSpatial'24). KDD Zhe Jiang, Liang Zhao, Xun Zhou, Junbo Zhang, Shashi Shekhar, Jieping Ye
2024	J	`jnl`	Towards Kriging-informed Conditional Diffusion for Regional Sea-Level Data Downscaling. CoRR Subhankar Ghosh, Arun Sharma, Jayant Gupta, Aneesh Subramanian, Shashi Shekhar
2024	—	`conf`	Towards Kriging-informed Conditional Diffusion for Regional Sea-Level Data Downscaling: A Summary of Results. SIGSPATIAL/GIS Subhankar Ghosh, Arun Sharma, Jayant Gupta, Aneesh Subramanian, Shashi Shekhar
2024	A	`conf`	Towards Spatially-Lucid AI Classification in Non-Euclidean Space: An Application for MxIF Oncology Data. SDM Majid Farhadloo, Arun Sharma, Jayant Gupta, Alexey A. Leontovich, Svetomir N. Markovic, Shashi Shekhar
2024	J	`jnl`	Towards Spatially-Lucid AI Classification in Non-Euclidean Space: An Application for MxIF Oncology Data. CoRR Majid Farhadloo, Arun Sharma, Jayant Gupta, Alexey A. Leontovich, Svetomir N. Markovic, Shashi Shekhar
2024	—	`conf`	Towards Statistically Significant Taxonomy Aware Co-Location Pattern Detection (Short Paper). COSIT Subhankar Ghosh, Arun Sharma, Jayant Gupta, Shashi Shekhar
2024	J	`jnl`	Towards Statistically Significant Taxonomy Aware Co-location Pattern Detection. CoRR Subhankar Ghosh, Arun Sharma, Jayant Gupta, Shashi Shekhar
2024	J	`jnl`	XVC scheme-based secret sharing model with hybrid optimization algorithm for visual cryptography. Signal Image Video Process. Manoj Kumar, Shashi Shekhar
2023	J	`jnl`	A Summary of ICDE 2022 Research Session Panels. IEEE Data Eng. Bull. Zhifeng Bao, Panagiotis Bouros, Reynold Cheng, Byron Choi, Anton Dignös, Wei Ding, Yixiang Fang, Boyang Han, Jilin Hu, Arijit Khan, Wenqing Lin, Xuemin Lin, Cheng Long, Nikos Mamoulis, Jian Pei, Matthias Renz, Shashi Shekhar, Jieming Shi, Eleni Tzirita Zacharatou, Sibo Wang, Xiao Wang, Xue Wang, Raymond Chi-Wing Wong, Da Yan, Xifeng Yan, Bin Yang, Dezhong Yao, Ce Zhang, Peilin Zhao, Rong Zhu
2023	J	`jnl`	A Survey on Solving and Discovering Differential Equations Using Deep Neural Networks. CoRR Hyeonjung (Tari) Jung, Jayant Gupta, Bharat Jayaprakash, Matthew Eagon, Harish Panneer Selvam, Carl Molnar, William F. Northrop, Shashi Shekhar
2023	A	`conf`	Data Mining Challenges and Opportunities to Achieve Net Zero Carbon Emissions: Focus on Electrified Vehicles. SDM Mingzhou Yang, Bharat Jayaprakash, Matthew Eagon, Hyeonjung (Tari) Jung, William F. Northrop, Shashi Shekhar
2023	A	`conf`	Eco-PiNN: A Physics-informed Neural Network for Eco-toll Estimation. SDM Yan Li, Mingzhou Yang, Matthew Eagon, Majid Farhadloo, Yiqun Xie, William F. Northrop, Shashi Shekhar
2023	J	`jnl`	Eco-PiNN: A Physics-informed Neural Network for Eco-toll Estimation. CoRR Yan Li, Mingzhou Yang, Matthew Eagon, Majid Farhadloo, Yiqun Xie, William F. Northrop, Shashi Shekhar
2023	J	`jnl`	Hatred and trolling detection transliteration framework using hierarchical LSTM in code-mixed social media text. Complex Intell. Syst. Shashi Shekhar, Hitendra Garg, Rohit Agrawal, Shivendra Shivani, Bhisham Sharma
2023	A	`ed.`	Proceedings of the 2023 SIAM International Conference on Data Mining, SDM 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023 SDM Shashi Shekhar, Zhi-Hua Zhou, Yao-Yi Chiang, Gregor Stiglic
2023	—	`conf`	Reducing False Discoveries in Statistically-Significant Regional-Colocation Mining: A Summary of Results. GIScience Subhankar Ghosh, Jayant Gupta, Arun Sharma, Shuai An, Shashi Shekhar
2023	J	`jnl`	Reducing Uncertainty in Sea-level Rise Prediction: A Spatial-variability-aware Approach. CoRR Subhankar Ghosh, Shuai An, Arun Sharma, Jayant Gupta, Shashi Shekhar, Aneesh Subramanian
2023	J	`jnl`	Spatial Computing Opportunities in Biomedical Decision Support: The Atlas-EHR Vision. CoRR Majid Farhadloo, Arun Sharma, Shashi Shekhar, Svetomir N. Markovic
2023	J	`jnl`	Statistically-Robust Clustering Techniques for Mapping Spatial Hotspots: A Survey. ACM Comput. Surv. Yiqun Xie, Shashi Shekhar, Yan Li
2023	—	`conf`	Towards Responsible Spatial Data Science and Geo-AI. IC3 Jayant Gupta, Shuai An, Shashi Shekhar
2022	—	`conf`	Abnormal Trajectory-Gap Detection: A Summary (Short Paper). COSIT Arun Sharma, Jayant Gupta, Shashi Shekhar
2022	J	`jnl`	Analyzing Trajectory Gaps to Find Possible Rendezvous Region. ACM Trans. Intell. Syst. Technol. Arun Sharma, Shashi Shekhar
2022	—	`conf`	CSCD: towards spatially resolving the heterogeneous landscape of MxIF oncology data. BigSpatial@SIGSPATIAL Yan Li, Majid Farhadloo, Santhoshi Krishnan, Yiqun Xie, Timothy L. Frankel, Shashi Shekhar, Arvind Rao
2022	J	`jnl`	Conference Report: The 30th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2022) Seattle, Washington, USA November 1-4, 2022. ACM SIGSPATIAL Special Matthias Renz, Mohamed Sarwat, Mario A. Nascimento, Shashi Shekhar, Xing Xie
2022	A*	`conf`	DeepSpatial'22: The 3rd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems. KDD Zhe Jiang, Liang Zhao, Xun Zhou, Robert N. Stewart, Junbo Zhang, Shashi Shekhar, Jieping Ye
2022	J	`jnl`	EESR: Energy efficient sector-based routing protocol for reliable data communication in UWSNs. Comput. Commun. Rakesh Kumar, Shashi Shekhar, Hitendra Garg, Mukesh Kumar, Bhisham Sharma, Sanjay Kumar
2022	J	`jnl`	Game Theory-Based Authentication Framework to Secure Internet of Vehicles with Blockchain. Sensors Manik Gupta, Rakesh Kumar, Shashi Shekhar, Bhisham Sharma, Ram Bahadur Patel, Shaily Jain, Imed Ben Dhaou, Celestine Iwendi
2022	A*	`conf`	SAMCNet: Towards a Spatially Explainable AI Approach for Classifying MxIF Oncology Data. KDD Majid Farhadloo, Carl Molnar, Gaoxiang Luo, Yan Li, Shashi Shekhar, Rachel L. Maus, Svetomir N. Markovic, Alexey A. Leontovich, Raymond Moore
2022	J	`jnl`	Spatiotemporal Data Mining: A Survey. CoRR Arun Sharma, Zhe Jiang, Shashi Shekhar
2022	J	`jnl`	Spoofing detection system for e-health digital twin using EfficientNet Convolution Neural Network. Multim. Tools Appl. Hitendra Garg, Bhisham Sharma, Shashi Shekhar, Rohit Agarwal
2022	—	`conf`	Towards geographically robust statistically significant regional colocation pattern detection. GeoSim@SIGSPATIAL Subhankar Ghosh, Jayant Gupta, Arun Sharma, Shuai An, Shashi Shekhar
2022	—	`conf`	Understanding COVID-19 Effects on Mobility: A Community-Engaged Approach. AGILE Conf. Arun Sharma, Majid Farhadloo, Yan Li, Jayant Gupta, Aditya Kulkarni, Shashi Shekhar
2022	J	`jnl`	Understanding COVID-19 Effects on Mobility: A Community-Engaged Approach. CoRR Arun Sharma, Majid Farhadloo, Yan Li, Aditya Kulkarni, Jayant Gupta, Shashi Shekhar
2021	J	`jnl`	A National Research Agenda for Intelligent Infrastructure: 2021 Update. CoRR Daniel Lopresti, Shashi Shekhar
2021	—	`conf`	Analyzing Trajectory Gaps for Possible Rendezvous: A Summary of Results. GIScience (I) Arun Sharma, Xun Tang, Jayant Gupta, Majid Farhadloo, Shashi Shekhar
2021	A*	`conf`	DeepSpatial'21: 2nd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems. KDD Xun Zhou, Liang Zhao, Zhe Jiang, Robert N. Stewart, Shashi Shekhar, Jieping Ye
2021	J	`jnl`	Discovering regions of anomalous spatial co-locations. Int. J. Geogr. Inf. Sci. Jiannan Cai, Min Deng, Yiwen Guo, Yiqun Xie, Shashi Shekhar
2021	—	`conf`	GeoAI - Accelerating a Virtuous Cycle between AI and Geo. IC3 Lokendra P. S. Chauhan, Shashi Shekhar
2021	J	`jnl`	MC-DGCNN: A Novel DNN Architecture for Multi-Category Point Set Classification. CoRR Majid Farhadloo, Carl Molnar, Gaoxiang Luo, Yan Li, Shashi Shekhar, Rachel L. Maus, Svetomir N. Markovic, Raymond Moore, Alexey A. Leontovich
2021	—	`ed.`	SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, Virtual Event / Beijing, China, November 2-5, 2021 SIGSPATIAL/GIS Xiaofeng Meng, Fusheng Wang, Chang-Tien Lu, Yan Huang, Shashi Shekhar, Xing Xie
2021	J	`jnl`	Significant DBSCAN+: Statistically Robust Density-based Clustering. ACM Trans. Intell. Syst. Technol. Yiqun Xie, Xiaowei Jia, Shashi Shekhar, Han Bao, Xun Zhou
2021	B	`conf`	Spatial Dimensions of Algorithmic Transparency: A Summary. SSTD Jayant Gupta, Alexander Long, Corey Kewei Xu, Tian Tang, Shashi Shekhar
2021	J	`jnl`	Spatial Variability Aware Deep Neural Networks (SVANN): A General Approach. ACM Trans. Intell. Syst. Technol. Jayant Gupta, Carl Molnar, Yiqun Xie, Joe Knight, Shashi Shekhar
2021	J	`jnl`	Statistically-Robust Clustering Techniques for Mapping Spatial Hotspots: A Survey. CoRR Yiqun Xie, Shashi Shekhar, Yan Li
2021	J	`jnl`	Towards Comparative Physical Interpretation of Spatial Variability Aware Neural Networks: A Summary of Results. CoRR Jayant Gupta, Carl Molnar, Gaoxiang Luo, Joe Knight, Shashi Shekhar
2021	J	`jnl`	Vehicle Emissions Prediction with Physics-Aware AI Models: Preliminary Results. CoRR Harish Panneer Selvam, Yan Li, Pengyue Wang, William F. Northrop, Shashi Shekhar
2021	B	`conf`	What is special about spatial data science and Geo-AI? SSDBM Shashi Shekhar
2020	J	`jnl`	A Physics Model-Guided Online Bayesian Framework for Energy Management of Extended Range Electric Delivery Vehicles. CoRR Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
2020	J	`jnl`	A Unified Framework for Robust and Efficient Hotspot Detection in Smart Cities. Trans. Data Sci. Yiqun Xie, Shashi Shekhar
2020	J	`jnl`	A locally-constrained YOLO framework for detecting small and densely-distributed building footprints. Int. J. Geogr. Inf. Sci. Yiqun Xie, Jiannan Cai, Rahul Bhojwani, Shashi Shekhar, Joseph F. Knight
2020	J	`jnl`	Adversarial Attacks on Reinforcement Learning based Energy Management Systems of Extended Range Electric Delivery Vehicles. CoRR Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
2020	J	`jnl`	An Effective Bi-LSTM Word Embedding System for Analysis and Identification of Language in Code-Mixed social Media Text in English and Roman Hindi. Computación y Sistemas Shashi Shekhar, Dilip Kumar Sharma, M. M. Sufyan Beg
2020	J	`jnl`	Big Spatiotemporal Data Analytics: a research and innovation frontier. Int. J. Geogr. Inf. Sci. Chaowei Yang, Keith C. Clarke, Shashi Shekhar, C. Vincent Tao
2020	J	`jnl`	Computational linguistic retrieval framework using negative bootstrapping for retrieving transliteration variants. Int. J. Comput. Vis. Robotics Shashi Shekhar, Dilip Kumar Sharma, M. M. Sufyan Beg
2020	J	`jnl`	Data Science for Earth: An Earth Day Report. SIGKDD Explor. Emre Eftelioglu, Shashi Shekhar, James Hudson, Lucas Joppa, Chaitanya K. Baru, Vandana P. Janeja
2020	J	`jnl`	Discovering Interesting Subpaths with Statistical Significance from Spatiotemporal Datasets. ACM Trans. Intell. Syst. Technol. Yiqun Xie, Xun Zhou, Shashi Shekhar
2020	—	`conf`	Discovering Spatial Mixture Patterns of Interest. SIGSPATIAL/GIS Yiqun Xie, Han Bao, Yan Li, Shashi Shekhar
2020	J	`jnl`	Physics-guided Energy-efficient Path Selection Using On-board Diagnostics Data. Trans. Data Sci. Yan Li, Pratik Kotwal, Pengyue Wang, Yiqun Xie, Shashi Shekhar, William F. Northrop
2020	—	`conf`	Risk-aware Energy Management of Extended Range Electric Delivery Vehicles with Implicit Quantile Network. CASE Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
2020	—	`conf`	Significant lagrangian linear hotspot discovery. IWCTS@SIGSPATIAL Yan Li, Yiqun Xie, Pengyue Wang, Shashi Shekhar, William F. Northrop
2020	J	`jnl`	Significant spatial co-distribution pattern discovery. Comput. Environ. Urban Syst. Jiannan Cai, Yiqun Xie, Min Deng, Xun Tang, Yan Li, Shashi Shekhar
2020	J	`jnl`	Technical perspective: Progress in spatial computing for flood prediction. Commun. ACM Shashi Shekhar
2020	J	`jnl`	Towards Spatial Variability Aware Deep Neural Networks (SVANN): A Summary of Results. CoRR Jayant Gupta, Yiqun Xie, Shashi Shekhar
2020	J	`jnl`	ULAMA: A Utilization-Aware Matching Approach for robust on-demand spatial service brokers. Future Gener. Comput. Syst. Reem Y. Ali, Shashi Shekhar, Shounak Athavale, Eric D. Marsman
2020	C	`conf`	Uncertainty-aware Energy Management of Extended Range Electric Delivery Vehicles with Bayesian Ensemble. IV Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
2019	C	`conf`	A Deep Reinforcement Learning Framework for Energy Management of Extended Range Electric Delivery Vehicles. IV Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
2019	A	`conf`	A Nondeterministic Normalization based Scan Statistic (NN-scan) towards Robust Hotspot Detection: A Summary of Results. SDM Yiqun Xie, Shashi Shekhar
2019	—	`conf`	Actor-Critic based Deep Reinforcement Learning Framework for Energy Management of Extended Range Electric Delivery Vehicles. AIM Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
2019	J	`jnl`	An effective cybernated word embedding system for analysis and language identification in code-mixed social media text. Int. J. Knowl. Based Intell. Eng. Syst. Shashi Shekhar, Dilip Kumar Sharma, M. M. Sufyan Beg
2019	—	`conf`	Analyzing Domain Knowledge for Big Data Analysis: A Case Study with Urban Tree Type Classification. BDA Samantha Detor, Abigail Roh, Yiqun Xie, Shashi Shekhar
2019	—	`conf`	Embedding Framework for Identifying Ambiguous Words in Code-Mixed Social Media Text. IC3I Shashi Shekhar, Dilip Kumar Sharma, M. M. Sufyan Beg
2019	J	`jnl`	Intelligent systems for geosciences: an essential research agenda. Commun. ACM Yolanda Gil, Suzanne A. Pierce, Hassan A. Babaie, Arindam Banerjee, Kirk D. Borne, Gary S. Bust, Michelle Cheatham, Imme Ebert-Uphoff, Carla P. Gomes, Mary C. Hill, John D. Horel, Leslie Hsu, Jim Kinter, Craig A. Knoblock, David M. Krum, Vipin Kumar, Pierre F. J. Lermusiaux, Yan Liu, Chris North, Victor Pankratius, Shanan Peters, Beth Plale, Allen Pope, Sai Ravela, Juan Restrepo, Aaron J. Ridley, Hanan Samet, Shashi Shekhar
2019	—	`conf`	Linear Hotspot Discovery on All Simple Paths: A Summary of Results. SIGSPATIAL/GIS Xun Tang, Jayant Gupta, Shashi Shekhar
2019	C	`conf`	NDVI Versus CNN Features in Deep Learning for Land Cover Clasification of Aerial Images. IGARSS Anushree Ramanath, Saipreethi Muthusrinivasan, Yiqun Xie, Shashi Shekhar, Bharathkumar Ramachandra
2019	—	`conf`	Revolutionizing Tree Management via Intelligent Spatial Techniques. SIGSPATIAL/GIS Yiqun Xie, Shashi Shekhar, Richard Feiock, Joseph F. Knight
2019	B	`conf`	Significant DBSCAN towards Statistically Robust Clustering. SSTD Yiqun Xie, Shashi Shekhar
2019	J	`jnl`	Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity. ACM Trans. Intell. Syst. Technol. Zhe Jiang, Arpan Man Sainju, Yan Li, Shashi Shekhar, Joseph F. Knight
2019	—	`ch.`	Spatial Graph Big Data. Encyclopedia of Big Data Technologies Shashi Shekhar, Jayant Gupta
2019	B	`conf`	Trajectory-aware Lowest-cost Path Selection: A Summary of Results. SSTD Yan Li, Pratik Kotwal, Pengyue Wang, Shashi Shekhar, William F. Northrop
2019	J	`jnl`	UTSM: A Trajectory Similarity Measure Considering Uncertainty Based on an Amended Ellipse Model. ISPRS Int. J. Geo Inf. Ning Guo, Shashi Shekhar, Wei Xiong, Luo Chen, Ning Jing
2019	—	`conf`	Uncertainty Estimation with Distributional Reinforcement Learning for Applications in Intelligent Transportation Systems: A Case Study. ITSC Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
2018	A*	`conf`	A TIMBER Framework for Mining Urban Tree Inventories Using Remote Sensing Datasets. ICDM Yiqun Xie, Han Bao, Shashi Shekhar, Joseph F. Knight
2018	—	`conf`	An unsupervised augmentation framework for deep learning based geospatial object detection: a summary of results. SIGSPATIAL/GIS Yiqun Xie, Rahul Bhojwani, Shashi Shekhar, Joseph F. Knight
2018	A	`conf`	Avoidance Region Discovery: A Summary of Results. SDM Emre Eftelioglu, Xun Tang, Shashi Shekhar
2018	—	`ch.`	Disaster Response and Relief, VGI Volunteer Motivation in. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. Dev Oliver, Rupa Tiwari, Michael R. Evans, Shashi Shekhar
2018	—	`conf`	Local Co-location Pattern Detection: A Summary of Results. GIScience Yan Li, Shashi Shekhar
2018	—	`ch.`	Modeling and Analysis of Spatiotemporal Social Networks. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. Venkata M. V. Gunturi, Ivan Brugere, Shashi Shekhar
2018	—	`conf`	Physics-guided energy-efficient path selection: a summary of results. SIGSPATIAL/GIS Yan Li, Shashi Shekhar, Pengyue Wang, William F. Northrop
2018	—	`ch.`	Spatial Data Mining. Encyclopedia of Database Systems (2nd ed.) Shashi Shekhar, Zhe Jiang, James M. Kang, Vijay Gandhi
2018	—	`ch.`	Spatial Network Databases. Encyclopedia of Database Systems (2nd ed.) Betsy George, Shashi Shekhar
2018	—	`ch.`	Time Aggregated Graphs. Encyclopedia of Database Systems (2nd ed.) Betsy George, Shashi Shekhar
2018	—	`conf`	Transforming Smart Cities with Spatial Computing. ISC2 Yiqun Xie, Jayant Gupta, Yan Li, Shashi Shekhar
2017	J	`jnl`	Collaborative Geodesign and Spatial Optimization for Fragmentation-Free Land Allocation. ISPRS Int. J. Geo Inf. Yiqun Xie, Bryan C. Runck, Shashi Shekhar, Len Kne, David J. Mulla, Nicolas Jordan, Peter Wiringa
2017	B	`conf`	Detecting Isodistance Hotspots on Spatial Networks: A Summary of Results. SSTD Xun Tang, Emre Eftelioglu, Shashi Shekhar
2017	J	`jnl`	Discovering non-compliant window co-occurrence patterns. GeoInformatica Reem Y. Ali, Venkata M. V. Gunturi, Andrew J. Kotz, Emre Eftelioglu, Shashi Shekhar, William F. Northrop
2017	—	`book`	Encyclopedia of GIS. Encyclopedia of GIS Shashi Shekhar, Hui Xiong, Xun Zhou
2017	B	`conf`	FF-SA: Fragmentation-Free Spatial Allocation. SSTD Yiqun Xie, Shashi Shekhar
2017	J	`jnl`	Intelligent Infrastructure for Smart Agriculture: An Integrated Food, Energy and Water System. CoRR Shashi Shekhar, Joe Colletti, Francisco Muñoz-Arriola, Lakshmish Ramaswamy, Chandra Krintz, Lav R. Varshney, Debra J. Richardson
2017	—	`conf`	Parallel Processing over Spatial-Temporal Datasets from Geo, Bio, Climate and Social Science Communities: A Research Roadmap. BigData Congress 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
2017	—	`ch.`	Road Maps, Digital. Encyclopedia of GIS Betsy George, Shashi Shekhar
2017	J	`jnl`	Scalable computational techniques for centrality metrics on temporally detailed social network. Mach. Learn. Venkata M. V. Gunturi, Shashi Shekhar, Kenneth Joseph, Kathleen M. Carley
2017	J	`jnl`	Significant Linear Hotspot Discovery. IEEE Trans. Big Data Xun Tang, Emre Eftelioglu, Dev Oliver, Shashi Shekhar
2017	—	`book`	Spatial Big Data Science - Classification Techniques for Earth Observation Imagery Zhe Jiang, Shashi Shekhar
2017	—	`conf`	Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity: A Summary of Results. SIGSPATIAL/GIS Zhe Jiang, Yan Li, Shashi Shekhar, Lian P. Rampi, Joseph F. Knight
2017	—	`book`	Spatial Network Big Databases - Queries and Storage Methods KwangSoo Yang, Shashi Shekhar
2017	—	`conf`	Spatially Constrained Geodesign Optimization (GOP) for Improving Agricultural Watershed Sustainability. AAAI Workshops Yiqun Xie, KwangSoo Yang, Shashi Shekhar, Brent Dalzell, David J. Mulla
2017	—	`book`	Spatio-Temporal Graph Data Analytics Venkata M. V. Gunturi, Shashi Shekhar
2017	—	`ch.`	Spatiotemporal Change Footprint Pattern Discovery. Encyclopedia of GIS Xun Zhou, Shashi Shekhar, Reem Y. Ali
2017	—	`conf`	Supply and Demand Aware Synthetic Data Generation for On-demand Traffic with Real-world Characteristics. IWCTS@SIGSPATIAL Reem Y. Ali, Yan Li, Shashi Shekhar, Shounak Athavale, Eric D. Marsman
2017	J	`jnl`	Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data. IEEE Trans. Knowl. Data Eng. Anuj Karpatne, Gowtham Atluri, James H. Faghmous, Michael S. Steinbach, Arindam Banerjee, Auroop R. Ganguly, Shashi Shekhar, Nagiza F. Samatova, Vipin Kumar
2017	J	`jnl`	Transdisciplinary Foundations of Geospatial Data Science. ISPRS Int. J. Geo Inf. Yiqun Xie, Emre Eftelioglu, Reem Y. Ali, Xun Tang, Yan Li, Ruhi Doshi, Shashi Shekhar
2016	A*	`conf`	Capacity-Constrained Network-Voronoi Diagram. ICDE KwangSoo Yang, Apurv Hirsh Shekhar, Dev Oliver, Shashi Shekhar
2016	J	`jnl`	Data Science for Food, Energy and Water: A Workshop Report. SIGKDD Explor. Naoki Abe, Yiqun Xie, Shashi Shekhar, Chid Apté, Vipin Kumar, Mitch Tuinstra, Ranga Raju Vatsavai
2016	—	`ed.`	Database Systems for Advanced Applications - 21st International Conference, DASFAA 2016, Dallas, TX, USA, April 16-19, 2016, Proceedings, Part I DASFAA (1) Shamkant B. Navathe, Weili Wu, Shashi Shekhar, Xiaoyong Du, X. Sean Wang, Hui Xiong
2016	—	`ed.`	Database Systems for Advanced Applications - 21st International Conference, DASFAA 2016, Dallas, TX, USA, April 16-19, 2016, Proceedings, Part II DASFAA (2) Shamkant B. Navathe, Weili Wu, Shashi Shekhar, Xiaoyong Du, X. Sean Wang, Hui Xiong
2016	J	`jnl`	GeoInformatica welcomes a new co-editor-in-chief. GeoInformatica Shashi Shekhar, Elisa Bertino
2016	J	`jnl`	Identifying K Primary Corridors from urban bicycle GPS trajectories on a road network. Inf. Syst. Zhe Jiang, Michael R. Evans, Dev Oliver, Shashi Shekhar
2016	—	`conf`	Mining Network Hotspots with Holes: A Summary of Results. GIScience Emre Eftelioglu, Yan Li, Xun Tang, Shashi Shekhar, James M. Kang, Christopher Farah
2016	J	`jnl`	MobiGIS 2015 workshop report: the 4th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems Seattle, Washington, USA - November 3, 2015. ACM SIGSPATIAL Special Chi-Yin Chow, Maria Luisa Damiani, Shashi Shekhar
2016	J	`jnl`	MobiGIS 2016 workshop report: The Fifth ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems: San Francisco, California, USA - October 31, 2016. ACM SIGSPATIAL Special Shashi Shekhar, Maria Luisa Damiani, Chi-Yin Chow, Reza Nourjou
2016	—	`conf`	Prediction of meteorological parameters: an a-posteriori probabilistic semantic kriging approach. SIGSPATIAL/GIS Shrutilipi Bhattacharjee, Monidipa Das, Soumya K. Ghosh, Shashi Shekhar
2016	—	`ed.`	Proceedings of the 5th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, MobiGIS 2016, Burlingame, CA, USA, October 31, 2016 MobiGIS Chi-Yin Chow, Maria Luisa Damiani, Shashi Shekhar, Reza Nourjou
2016	J	`jnl`	Ring-Shaped Hotspot Detection. IEEE Trans. Knowl. Data Eng. Emre Eftelioglu, Shashi Shekhar, James M. Kang, Christopher Farah
2016	J	`jnl`	Spatial computing. Commun. ACM Shashi Shekhar, Steven K. Feiner, Walid G. Aref
2016	—	`conf`	Supply-demand ratio and on-demand spatial service brokers: a summary of results. IWCTS@SIGSPATIAL Reem Y. Ali, Emre Eftelioglu, Shashi Shekhar, Shounak Athavale, Eric D. Marsman
2016	J	`jnl`	Theory-guided Data Science: A New Paradigm for Scientific Discovery. CoRR Anuj Karpatne, Gowtham Atluri, James H. Faghmous, Michael S. Steinbach, Arindam Banerjee, Auroop R. Ganguly, Shashi Shekhar, Nagiza F. Samatova, Vipin Kumar
2015	J	`jnl`	A Critical-Time-Point Approach to All-Departure-Time Lagrangian Shortest Paths. IEEE Trans. Knowl. Data Eng. Venkata M. V. Gunturi, Shashi Shekhar, KwangSoo Yang
2015	B	`conf`	A Spatio-Temporally Opportunistic Approach to Best-Start-Time Lagrangian Shortest Path. SSTD Sarnath Ramnath, Zhe Jiang, Hsuan-Heng Wu, Venkata M. V. Gunturi, Shashi Shekhar
2015	J	`jnl`	Capacity-Constrained Network-Voronoi Diagram. IEEE Trans. Knowl. Data Eng. KwangSoo Yang, Apurv Hirsh Shekhar, Dev Oliver, Shashi Shekhar
2015	J	`jnl`	Computing and Climate. Comput. Sci. Eng. James H. Faghmous, Vipin Kumar, Shashi Shekhar
2015	B	`conf`	Discovering Non-compliant Window Co-Occurrence Patterns: A Summary of Results. SSTD Reem Y. Ali, Venkata M. V. Gunturi, Andrew J. Kotz, Shashi Shekhar, William F. Northrop
2015	—	`conf`	Elliptical Hotspot Detection: A Summary of Results. BigSpatial@SIGSPATIAL Xun Tang, Emre Eftelioglu, Shashi Shekhar
2015	J	`jnl`	Focal-Test-Based Spatial Decision Tree Learning. IEEE Trans. Knowl. Data Eng. Zhe Jiang, Shashi Shekhar, Xun Zhou, Joseph F. Knight, Jennifer Corcoran
2015	J	`jnl`	From GPS and virtual globes to spatial computing - 2020. GeoInformatica Shashi Shekhar, Steven Feiner, Walid G. Aref
2015	—	`conf`	Future connected vehicles: challenges and opportunities for spatio-temporal computing. SIGSPATIAL/GIS Reem Y. Ali, Venkata M. V. Gunturi, Shashi Shekhar, Ahmed Eldawy, Mohamed F. Mokbel, Andrew J. Kotz, William F. Northrop
2015	—	`conf`	Geographically Robust Hotspot Detection: A Summary of Results. ICDM Workshops Emre Eftelioglu, Xun Tang, Shashi Shekhar
2015	J	`jnl`	Intelligent Shelter Allotment for Emergency Evacuation Planning: A Case Study of Makkah. IEEE Intell. Syst. KwangSoo Yang, Apurv Hirsh Shekhar, Faizan Ur Rehman, Hassan F. Lahza, Saleh M. Basalamah, Shashi Shekhar, Imtiaz Ahmed, Arif Ghafoor
2015	—	`ed.`	Proceedings of the 4th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, MobiGIS 2015, Bellevue, WA, USA, November 3-6, 2015 MobiGIS Chi-Yin Chow, Maria Luisa Damiani, Shashi Shekhar
2015	J	`jnl`	Spatiotemporal Data Mining: A Computational Perspective. ISPRS Int. J. Geo Inf. Shashi Shekhar, Zhe Jiang, Reem Y. Ali, Emre Eftelioglu, Xun Tang, Venkata M. V. Gunturi, Xun Zhou
2014	J	`jnl`	A K-Main Routes Approach to Spatial Network Activity Summarization. IEEE Trans. Knowl. Data Eng. Dev Oliver, Shashi Shekhar, James M. Kang, Renee Laubscher, Veronica Carlan, Abdussalam Bannur
2014	J	`jnl`	A vision for GPU-accelerated parallel computation on geo-spatial datasets. ACM SIGSPATIAL Special Sushil K. Prasad, Michael McDermott, Satish Puri, Dhara Shah, Danial Aghajarian, Shashi Shekhar, Xun Zhou
2014	—	`ch.`	Disaster Response and Relief, VGI Volunteer Motivation in. Encyclopedia of Social Network Analysis and Mining Dev Oliver, Rupa Tiwari, Michael R. Evans, Shashi Shekhar
2014	J	`jnl`	Lagrangian Approaches to Storage of Spatio-Temporal Network Datasets. IEEE Trans. Knowl. Data Eng. KwangSoo Yang, Michael R. Evans, Venkata M. V. Gunturi, James M. Kang, Shashi Shekhar
2014	—	`conf`	Lagrangian Xgraphs: A Logical Data-Model for Spatio-Temporal Network Data: A Summary. ER Workshops Venkata M. V. Gunturi, Shashi Shekhar
2014	—	`conf`	Learning a Spatial Ensemble of Classifiers for Raster Classification: A Summary of Results. ICDM Workshops Zhe Jiang, Shashi Shekhar, Azamat Kamzin, Joseph F. Knight
2014	J	`jnl`	MobiGIS 2013 workshop report: the Second ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems: Orlando, Florida, USA - November 5, 2013. ACM SIGSPATIAL Special Chi-Yin Chow, Shashi Shekhar
2014	J	`jnl`	MobiGIS 2014 workshop report: the Third ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, Dallas, Texas, USA - November 4, 2014. ACM SIGSPATIAL Special Chi-Yin Chow, Shashi Shekhar
2014	—	`ch.`	Modeling and Analysis of Spatiotemporal Social Networks. Encyclopedia of Social Network Analysis and Mining Ivan Brugere, Venkata M. V. Gunturi, Shashi Shekhar
2014	—	`ed.`	Proceedings of the Third ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, MobiGIS 2014, Dallas/Fort Worth, TX, USA, November 4, 2014 MobiGIS Chi-Yin Chow, Shashi Shekhar
2014	A*	`conf`	Ring-Shaped Hotspot Detection: A Summary of Results. ICDM Emre Eftelioglu, Shashi Shekhar, Dev Oliver, Xun Zhou, Michael R. Evans, Yiqun Xie, James M. Kang, Renee Laubscher, Christopher Farah
2014	—	`conf`	Significant Route Discovery: A Summary of Results. GIScience Dev Oliver, Shashi Shekhar, Xun Zhou, Emre Eftelioglu, Michael R. Evans, Qiaodi Zhuang, James M. Kang, Renee Laubscher, Christopher Farah
2014	J	`jnl`	Spatial big data for eco-routing services: computational challenges and accomplishments. ACM SIGSPATIAL Special Reem Y. Ali, Venkata M. V. Gunturi, Shashi Shekhar
2014	J	`jnl`	Spatiotemporal change footprint pattern discovery: an inter-disciplinary survey. WIREs Data Mining Knowl. Discov. Xun Zhou, Shashi Shekhar, Reem Y. Ali
2014	J	`jnl`	Theory-Guided Data Science for Climate Change. Computer James H. Faghmous, Arindam Banerjee, Shashi Shekhar, Michael S. Steinbach, Vipin Kumar, Auroop R. Ganguly, Nagiza F. Samatova
2013	B	`conf`	A Geographical Approach for Metadata Quality Improvement in Biological Observation Databases. e-Science Daniel Cintra Cugler, Claudia Bauzer Medeiros, Shashi Shekhar, Luís Felipe Toledo
2013	B	`conf`	Capacity-Constrained Network-Voronoi Diagram: A Summary of Results. SSTD KwangSoo Yang, Apurv Hirsh Shekhar, Dev Oliver, Shashi Shekhar
2013	B	`conf`	CrowdPath: A Framework for Next Generation Routing Services Using Volunteered Geographic Information. SSTD Abdeltawab M. Hendawi, Eugene Sturm, Dev Oliver, Shashi Shekhar
2013	—	`conf`	Discovering persistent change windows in spatiotemporal datasets: a summary of results. BigSpatial@SIGSPATIAL Xun Zhou, Shashi Shekhar, Dev Oliver
2013	—	`conf`	Fast and exact network trajectory similarity computation: a case-study on bicycle corridor planning. UrbComp@KDD Michael R. Evans, Dev Oliver, Shashi Shekhar, Francis Harvey
2013	A*	`conf`	Focal-Test-Based Spatial Decision Tree Learning: A Summary of Results. ICDM Zhe Jiang, Shashi Shekhar, Xun Zhou, Joseph F. Knight, Jennifer Corcoran
2013	—	`conf`	GPGPU-accelerated interesting interval discovery and other computations on GeoSpatial datasets: a summary of results. BigSpatial@SIGSPATIAL Sushil K. Prasad, Shashi Shekhar, Michael McDermott, Xun Zhou, Michael R. Evans, Satish Puri
2013	J	`jnl`	Introduction to special section on intelligent mobile knowledge discovery and management systems. ACM Trans. Intell. Syst. Technol. Hui Xiong, Shashi Shekhar, Alexander Tuzhilin
2013	J	`jnl`	MobiGIS 2012 workshop report: the First ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems Redondo Beach, CA, USA - November 6, 2012. ACM SIGSPATIAL Special Chi-Yin Chow, Shashi Shekhar
2013	—	`ed.`	Proceedings of the Second ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, MobiGIS 2013, November 5, 2013, Orlando, Florida, USA MobiGIS Chi-Yin Chow, Shashi Shekhar
2012	—	`conf`	A Dartboard Network Cut Based Approach to Evacuation Route Planning: A Summary of Results. GIScience KwangSoo Yang, Venkata M. V. Gunturi, Shashi Shekhar
2012	A*	`conf`	AdSplit: Separating Smartphone Advertising from Applications. USENIX Security Symposium Shashi Shekhar, Michael Dietz, Dan S. Wallach
2012	J	`jnl`	AdSplit: Separating Smartphone Advertising from Applications. login Usenix Mag. Shashi Shekhar, Michael Dietz, Dan S. Wallach
2012	J	`jnl`	AdSplit: Separating smartphone advertising from applications CoRR Shashi Shekhar, Michael Dietz, Dan S. Wallach
2012	—	`conf`	Benchmarking Spatial Big Data. WBDB Shashi Shekhar, Michael R. Evans, Viswanath Gunturi, KwangSoo Yang, Daniel Cintra Cugler
2012	J	`jnl`	Cascading Spatio-Temporal Pattern Discovery. IEEE Trans. Knowl. Data Eng. Pradeep Mohan, Shashi Shekhar, James A. Shine, James P. Rogers
2012	J	`jnl`	Experiences with evacuation route planning algorithms. Int. J. Geogr. Inf. Sci. Shashi Shekhar, KwangSoo Yang, Venkata M. V. Gunturi, Lydia Manikonda, Dev Oliver, Xun Zhou, Betsy George, Sangho Kim, Jeffrey M. R. Wolff, Qingsong Lu
2012	—	`conf`	Geo-referenced Time-Series Summarization Using k-Full Trees: A Summary of Results. ICDM Workshops Dev Oliver, Shashi Shekhar, James M. Kang, Renee Laubscher, Veronica Carlan, Michael R. Evans
2012	—	`ed.`	Geographic Information Science - 7th International Conference, GIScience 2012, Columbus, OH, USA, September 18-21, 2012. Proceedings GIScience Ningchuan Xiao, Mei-Po Kwan, Michael F. Goodchild, Shashi Shekhar
2012	—	`conf`	Learning spatial decision tree for geographical classification: a summary of results. SIGSPATIAL/GIS Zhe Jiang, Shashi Shekhar, Pradeep Mohan, Joseph F. Knight, Jennifer Corcoran
2012	—	`ed.`	Proceedings of the First ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, MobiGIS 2012, Redondo Beach, CA, USA, November 6, 2012 MobiGIS Chi-Yin Chow, Shashi Shekhar
2012	—	`conf`	Quantifying Resolution Sensitivity of Spatial Autocorrelation: A Resolution Correlogram Approach. GIScience Pradeep Mohan, Xun Zhou, Shashi Shekhar
2012	—	`conf`	Spatial big-data challenges intersecting mobility and cloud computing. MobiDE Shashi Shekhar, Viswanath Gunturi, Michael R. Evans, KwangSoo Yang
2012	—	`conf`	Spatiotemporal data mining in the era of big spatial data: algorithms and applications. BigSpatial@SIGSPATIAL Ranga Raju Vatsavai, Auroop R. Ganguly, Varun Chandola, Anthony Stefanidis, Scott Klasky, Shashi Shekhar
2012	—	`conf`	Summarizing trajectories into SIGSPATIAL/GIS Michael R. Evans, Dev Oliver, Shashi Shekhar, Francis Harvey
2011	B	`conf`	A Critical-Time-Point Approach to All-Start-Time Lagrangian Shortest Paths: A Summary of Results. SSTD Venkata M. V. Gunturi, Ernesto Nunes, KwangSoo Yang, Shashi Shekhar
2011	—	`conf`	A neighborhood graph based approach to regional co-location pattern discovery: a summary of results. GIS Pradeep Mohan, Shashi Shekhar, James A. Shine, James P. Rogers, Zhe Jiang, Nicole Wayant
2011	B	`ed.`	Advances in Spatial and Temporal Databases - 12th International Symposium, SSTD 2011, Minneapolis, MN, USA, August 24-26, 2011, Proceedings SSTD Dieter Pfoser, Yufei Tao, Kyriakos Mouratidis, Mario A. Nascimento, Mohamed F. Mokbel, Shashi Shekhar, Yan Huang
2011	—	`conf`	Discovering interesting sub-paths in spatiotemporal datasets: a summary of results. GIS Xun Zhou, Shashi Shekhar, Pradeep Mohan, Stefan Liess, Peter K. Snyder
2011	J	`jnl`	Enhanced geographically typed semantic schema matching. J. Web Semant. Jeffrey Partyka, Pallabi Parveen, Latifur Khan, Bhavani Thuraisingham, Shashi Shekhar
2011	J	`jnl`	Identifying patterns in spatial information: A survey of methods. WIREs Data Mining Knowl. Discov. Shashi Shekhar, Michael R. Evans, James M. Kang, Pradeep Mohan
2011	J	`jnl`	On multi-type reverse nearest neighbor search. Data Knowl. Eng. Xiaobin Ma, Chengyang Zhang, Shashi Shekhar, Yan Huang, Hui Xiong
2011	A*	`conf`	QUIRE: Lightweight Provenance for Smart Phone Operating Systems. USENIX Security Symposium Michael Dietz, Shashi Shekhar, Yuliy Pisetsky, Anhei Shu, Dan S. Wallach
2011	J	`jnl`	Quire: Lightweight Provenance for Smart Phone Operating Systems CoRR Michael Dietz, Shashi Shekhar, Yuliy Pisetsky, Anhei Shu, Dan S. Wallach
2011	B	`conf`	Smarter Water Management: A Challenge for Spatio-Temporal Network Databases. SSTD KwangSoo Yang, Shashi Shekhar, Jing Dai, Sambit Sahu, Milind R. Naphade
2010	—	`conf`	A K-Main Routes Approach to Spatial Network Activity Summarization: A Summary of Results. ICDM Workshops Dev Oliver, Abdussalam Bannur, James M. Kang, Shashi Shekhar, Renee Bousselaire
2010	—	`conf`	A Lagrangian approach for storage of spatio-temporal network datasets: a summary of results. GIS Michael R. Evans, KwangSoo Yang, James M. Kang, Shashi Shekhar
2010	—	`conf`	Capacity Constrained Routing Algorithms for Evacuation Route Planning. Computational Transportation Science Shashi Shekhar, Betsy George, Qingsong Lu
2010	A	`conf`	Cascading Spatio-temporal Pattern Discovery: A Summary of Results. SDM Pradeep Mohan, Shashi Shekhar, James A. Shine, James P. Rogers
2010	J	`jnl`	Evacuation Planning: A Spatial Network Database Approach. IEEE Data Eng. Bull. Xun Zhou, Betsy George, Sangho Kim, Jeffrey M. R. Wolff, Qingsong Lu, Shashi Shekhar
2010	—	`conf`	High performance computing with spatial datasets. GIS-HPDGIS Shashi Shekhar
2010	J	`jnl`	Incremental and General Evaluation of Reverse Nearest Neighbors. IEEE Trans. Knowl. Data Eng. James M. Kang, Mohamed F. Mokbel, Shashi Shekhar, Tian Xia, Donghui Zhang
2010	J	`jnl`	Minimum Spanning Tree on Spatio-Temporal Networks CoRR Viswanath Gunturi, Shashi Shekhar, Arnab Bhattacharya
2010	—	`conf`	Minimum Spanning Tree on Spatio-Temporal Networks. DEXA (2) Viswanath Gunturi, Shashi Shekhar, Arnab Bhattacharya
2010	—	`ch.`	Spatial Data Mining. Data Mining and Knowledge Discovery Handbook Shashi Shekhar, Pusheng Zhang, Yan Huang
2010	A*	`conf`	Spatial and Spatio-temporal Data Mining. ICDM Vania Bogorny, Shashi Shekhar
2009	J	`jnl`	Context inclusive function evaluation: a case study with EM-based multi-scale multi-granular image classification. Knowl. Inf. Syst. Vijay Gandhi, James M. Kang, Shashi Shekhar, Junchang Ju, Eric D. Kolaczyk, Sucharita Gopal
2009	B	`conf`	Discovering Teleconnected Flow Anomalies: A Relationship Analysis of Dynamic Neighborhoods (RAD) Approach. SSTD James M. Kang, Shashi Shekhar, Michael Henjum, Paige J. Novak, William A. Arnold
2009	—	`conf`	Fuel-cache site-selection for polar research: a summary of results. GIS-IWCTS Mark Dietz, Shashi Shekhar
2009	—	`conf`	Multi-type nearest neighbor queries in road networks with time window constraints. GIS Xiaobin Ma, Shashi Shekhar, Hui Xiong
2009	J	`jnl`	Optimal placements of replicas in a ring network with majority voting protocol. J. Parallel Distributed Comput. Zhao Zhang, Weili Wu, Shashi Shekhar
2009	—	`ed.`	Proceedings of the Second International Workshop on Computational Transportation Science, IWCTS 2009, November 3, 2009, Seattle, Washington, USA, Proceedings GIS-IWCTS Shashi Shekhar, Glenn Geers, Betsy George, Sangho Kim
2009	J	`jnl`	Similarity-Profiled Temporal Association Mining. IEEE Trans. Knowl. Data Eng. Jin Soung Yoo, Shashi Shekhar
2009	—	`ch.`	Spatial Data Mining. Encyclopedia of Database Systems Shashi Shekhar, James M. Kang, Vijay Gandhi
2009	—	`ch.`	Spatial Network Databases. Encyclopedia of Database Systems Betsy George, Shashi Shekhar
2009	J	`jnl`	Spatio-Temporal Sensor Graphs (STSG): A data model for the discovery of spatio-temporal patterns. Intell. Data Anal. Betsy George, James M. Kang, Shashi Shekhar
2009	—	`ch.`	Time Aggregated Graphs. Encyclopedia of Database Systems Betsy George, Shashi Shekhar
2008	—	`conf`	*Miner: A Suit of Classifiers for Spatial, Temporal, Ancillary, and Remote Sensing Data Mining. ITNG Ranga Raju Vatsavai, Shashi Shekhar, Thomas E. Burk, Budhendra L. Bhaduri
2008	—	`conf`	*Miner: a spatial and spatiotemporal data mining system. GIS Ranga Raju Vatsavai, Shashi Shekhar, Thomas E. Burk, Budhendra L. Bhaduri
2008	—	`conf`	A Learning Scheme for Recognizing Sub-classes from Model Trained on Aggregate Classes. SSPR/SPR Ranga Raju Vatsavai, Shashi Shekhar, Budhendra L. Bhaduri
2008	—	`conf`	A Semi-supervised Learning Algorithm for Recognizing Sub-classes. ICDM Workshops Ranga Raju Vatsavai, Shashi Shekhar, Budhendra L. Bhaduri
2008	—	`conf`	Content-based ontology matching for GIS datasets. GIS Jeffrey Partyka, Neda Alipanah, Latifur Khan, Bhavani Thuraisingham, Shashi Shekhar
2008	J	`jnl`	Contraflow Transportation Network Reconfiguration for Evacuation Route Planning. IEEE Trans. Knowl. Data Eng. Sangho Kim, Shashi Shekhar, Manki Min
2008	A*	`conf`	Discovering Flow Anomalies: A SWEET Approach. ICDM James M. Kang, Shashi Shekhar, Christine Wennen, Paige J. Novak
2008	—	`book`	Encyclopedia of GIS. Shashi Shekhar, Hui Xiong
2008	B	`conf`	Mining Temporal Association Patterns under a Similarity Constraint. SSDBM Jin Soung Yoo, Shashi Shekhar
2008	J	`jnl`	Mixed-Drove Spatiotemporal Co-Occurrence Pattern Mining. IEEE Trans. Knowl. Data Eng. Mete Celik, Shashi Shekhar, James P. Rogers, James A. Shine
2008	—	`conf`	Multisource Data Classification using a Hybrid Semi-Supervised Learning Scheme. IGARSS (3) Ranga Raju Vatsavai, Budhendra L. Badhuri, Shashi Shekhar, Thomas E. Burk
2008	—	`conf`	Ontology Alignment Using Multiple Contexts. ISWC (Posters & Demos) Jeffrey Partyka, Neda Alipanah, Latifur Khan, Bhavani Thuraisingham, Shashi Shekhar
2008	A	`conf`	Optimal Placements in Ring Network for Data Replicas in Distributed Database with MajorityVoting Protocol. ICDCS Zhao Zhang, Weili Wu, Shashi Shekhar
2008	—	`ch.`	Road Maps, Digital. Encyclopedia of GIS Betsy George, Shashi Shekhar
2008	C	`conf`	SP-TAG: a routing algorithm in non-stationary transportation networks. MobiQuitous Betsy George, Shashi Shekhar
2008	—	`conf`	Should SDBMS support a join index?: a case study from CrimeStat. GIS Pradeep Mohan, Ronald E. Wilson, Shashi Shekhar, Betsy George, Ned Levine, Mete Celik
2008	—	`ch.`	Spatial Databases. Wiley Encyclopedia of Computer Science and Engineering Vijay Gandhi, James M. Kang, Shashi Shekhar
2008	—	`conf`	Spatial and Spatio-temporal Data Mining. SBBD Vania Bogorny, Shashi Shekhar
2008	—	`ch.`	Spatial and Spatiotemporal Data Mining. Next Generation of Data Mining Shashi Shekhar, Ranga Raju Vatsavai, Mete Celik
2008	—	`conf`	Sub-class Recognition from Aggregate Class Labels: Preliminary Results. ICTAI (1) Ranga Raju Vatsavai, Shashi Shekhar, Budhendra L. Bhaduri
2007	J	`jnl`	An efficient spatial semi-supervised learning algorithm. Int. J. Parallel Emergent Distributed Syst. Ranga Raju Vatsavai, Shashi Shekhar, Thomas E. Burk
2007	A*	`conf`	Continuous Evaluation of Monochromatic and Bichromatic Reverse Nearest Neighbors. ICDE James M. Kang, Mohamed F. Mokbel, Shashi Shekhar, Tian Xia, Donghui Zhang
2007	J	`jnl`	Discovering personally meaningful places: An interactive clustering approach. ACM Trans. Inf. Syst. Changqing Zhou, Dan Frankowski, Pamela J. Ludford, Shashi Shekhar, Loren G. Terveen
2007	J	`jnl`	Evacuation Route Planning: a Case Study in Semantic Computing. Int. J. Semantic Comput. Qingsong Lu, Betsy George, Shashi Shekhar
2007	—	`conf`	Evacuation route planning: scalable heuristics. GIS Sangho Kim, Betsy George, Shashi Shekhar
2007	—	`conf`	Mining At Most Top-K% Mixed-drove Spatio-temporal Co-occurrence Patterns: A Summary of Results. ICDE Workshops Mete Celik, Shashi Shekhar, James P. Rogers, James A. Shine, James M. Kang
2007	—	`conf`	Mining Personally Important Places from GPS Tracks. ICDE Workshops Changqing Zhou, Nupur Bhatnagar, Shashi Shekhar, Loren G. Terveen
2007	—	`conf`	Modeling Spatio-temporal Network Computations: A Summary of Results. GeoS Betsy George, Shashi Shekhar
2007	—	`conf`	Spatio-temporal Conceptual Schema Development for Wide-Area Sensor Networks. GeoS Mallikarjun Shankar, Alexandre Sorokine, Budhendra L. Bhaduri, David Resseguie, Shashi Shekhar, Jin Soung Yoo
2007	B	`conf`	Spatio-temporal Network Databases and Routing Algorithms: A Summary of Results. SSTD Betsy George, Sangho Kim, Shashi Shekhar
2007	A*	`conf`	Zonal Co-location Pattern Discovery with Dynamic Parameters. ICDM Mete Celik, James M. Kang, Shashi Shekhar
2006	J	`jnl`	A Joinless Approach for Mining Spatial Colocation Patterns. IEEE Trans. Knowl. Data Eng. Jin Soung Yoo, Shashi Shekhar
2006	—	`conf`	Context-Inclusive Approach to Speed-up Function Evaluation for Statistical Queries : An Extended Abstract. ICDM Workshops Vijay Gandhi, James M. Kang, Shashi Shekhar, Junchang Ju, Eric D. Kolaczyk, Sucharita Gopal
2006	A	`conf`	Discovery of Co-evoluting Spatial Co-located Event Sets. SDM Jin Soung Yoo, Shashi Shekhar, Sangho Kim, Mete Celik
2006	—	`conf`	Exploiting a page-level upper bound for multi-type nearest neighbor queries. GIS Xiaobin Ma, Shashi Shekhar, Hui Xiong, Pusheng Zhang
2006	A*	`conf`	Mixed-Drove Spatio-Temporal Co-occurence Pattern Mining: A Summary of Results. ICDM Mete Celik, Shashi Shekhar, James P. Rogers, James A. Shine, Jin Soung Yoo
2006	B	`conf`	Sustained Emerging Spatio-Temporal Co-occurrence Pattern Mining: A Summary of Results. ICTAI Mete Celik, Shashi Shekhar, James P. Rogers, James A. Shine
2006	J	`jnl`	TAPER: A Two-Step Approach for All-Strong-Pairs Correlation Query in Large Databases. IEEE Trans. Knowl. Data Eng. Hui Xiong, Shashi Shekhar, Pang-Ning Tan, Vipin Kumar
2006	—	`conf`	Time-Aggregated Graphs for Modeling Spatio-temporal Networks. ER (Workshops) Betsy George, Shashi Shekhar
2006	J	`jnl`	Time-Aggregated Graphs for Modeling Spatio-temporal Networks. J. Data Semant. Betsy George, Shashi Shekhar
2006	—	`conf`	UMN-MapServer: A High-Performance, Interoperable, and Open Source Web Mapping and Geo-spatial Analysis System. GIScience Ranga Raju Vatsavai, Shashi Shekhar, Thomas E. Burk, Stephen Lime
2005	A*	`conf`	A Join-Less Approach for Co-Location Pattern Mining: A Summary of Results. ICDM Jin Soung Yoo, Shashi Shekhar, Mete Celik
2005	B	`conf`	A Semi-Supervised Learning Method for Remote Sensing Data Mining. ICTAI Ranga Raju Vatsavai, Shashi Shekhar, Thomas E. Burk
2005	B	`conf`	Capacity Constrained Routing Algorithms for Evacuation Planning: A Summary of Results. SSTD Qingsong Lu, Betsy George, Shashi Shekhar
2005	—	`conf`	Contraflow network reconfiguration for evacuation planning: a summary of results. GIS Sangho Kim, Shashi Shekhar
2005	J	`jnl`	In-Route Nearest Neighbor Queries. GeoInformatica Jin Soung Yoo, Shashi Shekhar
2005	B	`conf`	Mining Time-Profiled Associations: An Extended Abstract. PAKDD Jin Soung Yoo, Pusheng Zhang, Shashi Shekhar
2005	A*	`conf`	Spatial Clustering of Chimpanzee Locations for Neighborhood Identification. ICDM Sandeep Mane, Carson Murray, Shashi Shekhar, Jaideep Srivastava, Anne Pusey
2005	—	`ch.`	Spatial Data Mining. The Data Mining and Knowledge Discovery Handbook Shashi Shekhar, Pusheng Zhang, Yan Huang
2005	J	`jnl`	Transportation data visualisation and mining for emergency management. Int. J. Crit. Infrastructures Chang-Tien Lu, Lakshmi N. Sripada, Shashi Shekhar, Rulin Liu
2004	A	`conf`	A Framework for Discovering Co-Location Patterns in Data Sets with Extended Spatial Objects. SDM Hui Xiong, Shashi Shekhar, Yan Huang, Vipin Kumar, Xiaobin Ma, Jin Soung Yoo
2004	—	`conf`	A partial join approach for mining co-location patterns. GIS Jin Soung Yoo, Shashi Shekhar
2004	—	`conf`	Comparing Exact and Approximate Spatial Auto-regression Model Solutions for Spatial Data Analysis. GIScience Baris M. Kazar, Shashi Shekhar, David J. Lilja, Ranga Raju Vatsavai, R. Kelley Pace
2004	J	`jnl`	Discovering Colocation Patterns from Spatial Data Sets: A General Approach. IEEE Trans. Knowl. Data Eng. Yan Huang, Shashi Shekhar, Hui Xiong
2004	—	`conf`	Discovering personal gazetteers: an interactive clustering approach. GIS Changqing Zhou, Dan Frankowski, Pamela J. Ludford, Shashi Shekhar, Loren G. Terveen
2004	A*	`conf`	Exploiting a support-based upper bound of Pearson's correlation coefficient for efficiently identifying strongly correlated pairs. KDD Hui Xiong, Shashi Shekhar, Pang-Ning Tan, Vipin Kumar
2004	—	`ch.`	Navigation Systems: A Spatial Database Perspective. Location-Based Services Shashi Shekhar, Ranga Raju Vatsavai, Xiaobin Ma, Jin Soung Yoo
2003	J	`jnl`	A Unified Approach to Detecting Spatial Outliers. GeoInformatica Shashi Shekhar, Chang-Tien Lu, Pusheng Zhang
2003	—	`book`	Clustering and Information Retrieval Weili Wu, Hui Xiong, Shashi Shekhar
2003	B	`conf`	Correlation Analysis of Spatial Time Series Datasets: A Filter-and-Refine Approach. PAKDD Pusheng Zhang, Yan Huang, Shashi Shekhar, Vipin Kumar
2003	J	`jnl`	Editorial. GeoInformatica Shashi Shekhar
2003	C	`conf`	Evacuation Planning: A Capacity Constrained Routing Approach. ISI Qingsong Lu, Yan Huang, Shashi Shekhar
2003	B	`conf`	Exploiting Spatial Autocorrelation to Efficiently Process Correlation-Based Similarity Queries. SSTD Pusheng Zhang, Yan Huang, Shashi Shekhar, Vipin Kumar
2003	Misc	`conf`	Mining Confident Colocation Rules without A Support Threshold. SAC Yan Huang, Hui Xiong, Shashi Shekhar, Jian Pei
2003	J	`jnl`	Object-Based Directional Query Processing in Spatial Databases. IEEE Trans. Knowl. Data Eng. Xuan Liu, Shashi Shekhar, Sanjay Chawla
2003	—	`conf`	Processing in-route nearest neighbor queries: a comparison of alternative approaches. GIS Shashi Shekhar, Jin Soung Yoo
2003	—	`book`	Spatial databases - a tour. Shashi Shekhar, Sanjay Chawla
2002	—	`conf`	A Comparison of Markov Random Field and Spatial Regression Models for Mining Geospatial Data. JCIS Sanjay Chawla, Shashi Shekhar, Weili Wu
2002	B	`conf`	Data Mining for Selective Visualization of Large Spatial Datasets. ICTAI Shashi Shekhar, Chang-Tien Lu, Pusheng Zhang, Rulin Liu
2002	J	`jnl`	Detecting graph-based spatial outliers. Intell. Data Anal. Shashi Shekhar, Chang-Tien Lu, Pusheng Zhang
2002	B	`conf`	Dictionary Design Algorithms for Vector Map Compression. DCC Shashi Shekhar, Yan Huang, Judy Djugash
2002	J	`jnl`	Efficient Join-Index-Based Spatial-Join Processing: A Clustering Approach. IEEE Trans. Knowl. Data Eng. Shashi Shekhar, Chang-Tien Lu, Sanjay Chawla, Sivakumar Ravada
2002	J	`jnl`	Spatial contextual classification and prediction models for mining geospatial data. IEEE Trans. Multim. Shashi Shekhar, Paul R. Schrater, Ranga Raju Vatsavai, Weili Wu, Sanjay Chawla
2002	—	`conf`	Vector map compression: a clustering approach. ACM-GIS Shashi Shekhar, Yan Huang, Judy Djugash, Changqing Zhou
2001	B	`conf`	An efficient query strategy for integrated Remote Sensing and inventory (Spatial) Databases. SSDBM Ranga Raju Vatsavai, Thomas E. Burk, Shashi Shekhar, Mark H. Hansen
2001	A*	`conf`	Detecting graph-based spatial outliers: algorithms and applications (a summary of results). KDD Shashi Shekhar, Chang-Tien Lu, Pusheng Zhang
2001	B	`conf`	Discovering Spatial Co-location Patterns: A Summary of Results. SSTD Shashi Shekhar, Yan Huang
2001	J	`jnl`	Maintaining Spatial Constraints Using a Dimension Graph Approach. Int. J. Artif. Intell. Tools Xuan Liu, Shashi Shekhar, Sanjay Chawla
2001	A	`conf`	Modeling Spatial Dependencies for Mining Geospatial Data. SDM Sanjay Chawla, Shashi Shekhar, Weili Wu, Uygar Özesmi
2001	J	`jnl`	Optimal placement of data replicas in distributed database with majority voting protocol. Theor. Comput. Sci. Shashi Shekhar, Weili Wu
2001	—	`conf`	WMS and GML based Interoperable Web Mapping System. ACM-GIS Shashi Shekhar, Ranga Raju Vatsavai, Namita Sahay, Thomas E. Burk, Stephen Lime
2000	—	`conf`	A Web-based browsing and spatial analysis system for regional natural resource analysis and mapping. ACM-GIS Ranga Raju Vatsavai, Thomas E. Burk, B. Tyler Wilson, Shashi Shekhar
2000	B	`conf`	Consistency checking for Euclidean spatial constraints: a dimension graph approach. ICTAI Xuan Liu, Shashi Shekhar, Sanjay Chawla
2000	—	`conf`	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 Sanjay Chawla, Shashi Shekhar, Weili Wu, Uygar Özesmi
2000	—	`conf`	Predicting Locations Using Map Similarity(PLUMS): A Framework for Spatial Data Mining. MDM/KDD Sanjay Chawla, Shashi Shekhar, Weili Wu, Uygar Özesmi
2000	—	`conf`	Processing object-oientation-based direction queries: a summary of results. ACM-GIS Xuan Liu, Shashi Shekhar, Sanjay Chawla
1999	J	`jnl`	An Object Model of Direction and Its Implications. GeoInformatica Shashi Shekhar, Xuan Liu, Sanjay Chawla
1999	—	`conf`	Dependability of on-line optimization techniques in real-time applications. WORDS (Jan.) Babak Hamidzadeh, Shashi Shekhar
1999	J	`jnl`	Multilevel hypergraph partitioning: applications in VLSI domain. IEEE Trans. Very Large Scale Integr. Syst. George Karypis, Rajat Aggarwal, Vipin Kumar, Shashi Shekhar
1999	J	`jnl`	Spatial Databases - Accomplishments and Research Needs. IEEE Trans. Knowl. Data Eng. Shashi Shekhar, Sanjay Chawla, Sivakumar Ravada, Andrew Fetterer, Xuan Liu, Chang-Tien Lu
1999	—	`conf`	Spatial Pictogram Enhanced Conceptual Data Models and Their Translation to Logical Data Models. Integrated Spatial Databases Shashi Shekhar, Ranga Raju Vatsavai, Sanjay Chawla, Thomas E. Burk
1998	J	`jnl`	Declustering and Load-Balancing Methods for Parallelizing Geographic Information Systems. IEEE Trans. Knowl. Data Eng. Shashi Shekhar, Sivakumar Ravada, Vipin Kumar, Douglas Chubb, Greg Turner
1998	—	`conf`	Direction as a Spatial Object: A Summary of Results. ACM-GIS Shashi Shekhar, Xuan Liu
1998	B	`conf`	Optimizing Join Index Based Join Processing: A Graph Partitioning Approach. SRDS Sivakumar Ravada, Shashi Shekhar, Chang-Tien Lu, Sanjay Chawla
1997	B	`conf`	A Performance Analysis of Hierarchical Shortest Path Algorithms. ICTAI Andrew Fetterer, Shashi Shekhar
1997	J	`jnl`	CCAM: A Connectivity-Clustered Access Method for Networks and Network Computations. IEEE Trans. Knowl. Data Eng. Shashi Shekhar, Duen-Ren Liu
1997	J	`jnl`	Data Models in Geographic Information Systems. Commun. ACM Shashi Shekhar, Mark Coyle, Brajesh Goyal, Duen-Ren Liu, Shyamsundar Sarkar
1997	—	`conf`	Materialization Trade-Offs in Hierarchical Shortest Path Algorithms. SSD Shashi Shekhar, Andrew Fetterer, Bjajesh Goyal
1997	A*	`conf`	Multilevel Hypergraph Partitioning: Application in VLSI Domain. DAC George Karypis, Rajat Aggarwal, Vipin Kumar, Shashi Shekhar
1996	J	`jnl`	An Evidential Reasoning Approach to Attribute Value Conflict Resolution in Database Integration. IEEE Trans. Knowl. Data Eng. Ee-Peng Lim, Jaideep Srivastava, Shashi Shekhar
1996	J	`jnl`	Genesis: An Approach to Data Dissemination in Advanced Traveler Information Systems. IEEE Data Eng. Bull. Shashi Shekhar, Andrew Fetterer, Duen-Ren Liu
1996	J	`jnl`	Parallelizing a GIS on a Shared Address Space Architecture. Computer Shashi Shekhar, Sivakumar Ravada, Vipin Kumar, Douglas Chubb, Greg Turner
1996	J	`jnl`	Partitioning Similarity Graphs: A Framework for Declustering Problems. Inf. Syst. Duen-Ren Liu, Shashi Shekhar
1995	A*	`conf`	A Similarity Graph-Based Approach to Declustering Problems and Its Application towards Paralleling Grid Files. ICDE Duen-Ren Liu, Shashi Shekhar
1995	A*	`conf`	CCAM: A Connectivity-Clustered Access Method for Aggregate Queries on Transportation Networks: A Summary of Results. ICDE Shashi Shekhar, Duen-Ren Liu
1995	A*	`conf`	Deadline Compliance, Predictability, and On-line Optimization in Real-Time Problem Solving. IJCAI Babak Hamidzadeh, Shashi Shekhar
1995	—	`conf`	Load Balancing in High Performance GIS: Declustering Polygonal Maps. SSD Shashi Shekhar, Sivakumar Ravada, Vipin Kumar, Douglas Chubb, Greg Turner
1994	J	`jnl`	A Scalable Parallel Formulation of the Backpropagation Algorithm for Hypercubes and Related Architectures. IEEE Trans. Parallel Distributed Syst. Vipin Kumar, Shashi Shekhar, Minesh B. Amin
1994	B	`conf`	Customizing Parallel Formulations of Backpropagation Learning Algorithm to Neural Network Architectures : A Summary of Results. ICTAI Minesh B. Anim, Shashi Shekhar
1994	J	`jnl`	Decision support in non-conservative domains: Generalization with neural networks. Decis. Support Syst. Soumitra Dutta, Shashi Shekhar, W. Y. Wong
1994	A*	`conf`	Disk Allocation Methods for Parallelizing Grid Files. ICDE Yvonne Zhou, Shashi Shekhar, Mark Coyle
1994	—	`conf`	Genesis and Advanced Traveler Information Systems. Mobidata Shashi Shekhar, Duen-Ren Liu
1994	A*	`conf`	Resolving Attribute Incompatibility in Database Integration: An Evidential Reasoning Approach. ICDE Ee-Peng Lim, Jaideep Srivastava, Shashi Shekhar
1993	J	`jnl`	Dynoraii: a Real-Time Planning Algorithm. Int. J. Artif. Intell. Tools Babak Hamidzadeh, Shashi Shekhar
1993	J	`jnl`	Evaluation of Real-Time Problem Solvers in Dynamic Environments. Int. J. Artif. Intell. Tools Shashi Shekhar, Babak Hamidzadeh
1993	J	`jnl`	Learning Transformation Rules for Semantic Query Optimization: A Data-Driven Approach. IEEE Trans. Knowl. Data Eng. Shashi Shekhar, Babak Hamidzadeh, Ashim Kohli, Mark Coyle
1993	A*	`conf`	Path Computation Algorithms for Advanced Traveller Information System (ATIS). ICDE Shashi Shekhar, Ashim Kohli, Mark Coyle
1993	B	`conf`	Real Time and AI (Panel). ICTAI Shashi Shekhar
1993	B	`conf`	Self-Adjusting Real-Time Search: A Summary of Results. ICTAI Shashi Shekhar, Babak Hamidzadeh
1993	J	`jnl`	Specification and Analysis of Real-time Problem Solvers. IEEE Trans. Software Eng. Babak Hamidzadeh, Shashi Shekhar
1992	J	`jnl`	A formal model of trade-off between optimization and execution costs in semantic query optimization. Data Knowl. Eng. Shashi Shekhar, Jaideep Srivastava, Soumitra Dutta
1992	A*	`conf`	Can Real-Time Search Algorithms Meet Deadlines? AAAI Babak Hamidzadeh, Shashi Shekhar
1992	J	`jnl`	Coop: a Self-Assessment Based Approach to Cooperating Expert Systems. Int. J. Artif. Intell. Tools Shashi Shekhar, C. V. Ramamoorthy
1992	—	`conf`	Decision Support in Non-Conservative Domains: Generalization with Neural Networks. IFIP Congress (3) Soumitra Dutta, Shashi Shekhar, W. Y. Wong
1992	B	`conf`	Evaluation of Real-Time Search Algorithms in Dynamic Worlds. ICTAI Shashi Shekhar, Babak Hamidzadeh
1992	J	`jnl`	Generalization by Neural Networks. IEEE Trans. Knowl. Data Eng. Shashi Shekhar, Minesh B. Amin
1992	A*	`conf`	MoBiLe Files and Efficient Processing of Path Queries on Scientific Data. ICDE Shashi Shekhar, Toneluh Andrew Yang
1992	Misc	`conf`	On the construction of efficient match networks. SAC Jack S. Eddy Tan, Jaideep Srivastava, Shashi Shekhar
1991	B	`conf`	DYNORA: a real-time planning algorithm to meet response-time constraints in dynamic environments. ICTAI Babak Hamidzadeh, Shashi Shekhar
1991	—	`conf`	Motion in a Geographical Database System. SSD Shashi Shekhar, Toneluh Andrew Yang
1990	A*	`conf`	A Cooperative Approach to Large Knowledge Based Systems. ICDE C. V. Ramamoorthy, Shashi Shekhar
1989	—	`conf`	Coop: a shell for cooperating expert systems. TAI Shashi Shekhar, Chittoor V. Ramamoorthy
1989	A*	`conf`	Minimizing Response Times in Real Time Planning and Search. IJCAI Shashi Shekhar, Soumitra Dutta
1989	B	`conf`	Stochastic backpropagation: a learning algorithm for generalization problems. COMPSAC C. V. Ramamoorthy, Shashi Shekhar
1988	A*	`conf`	A Formal Model of Trade-off between Optimization and Execution Costs in Semantic Query Optimization. VLDB Shashi Shekhar, Jaideep Srivastava, Soumitra Dutta
1988	—	`conf`	Bond rating: a nonconservative application of neural networks. ICNN Soumitra Dutta, Shashi Shekhar
1987	J	`jnl`	Software Development Support for AI Programs. Computer C. V. Ramamoorthy, Shashi Shekhar, Vijay K. Garg