Shashi Shekhar

ORCID

Publication Activity (10 Years)

Years Active: 1987-2024
Publications (10 Years): 119

Top Venues

CoRR

SIGSPATIAL/GIS

ACM SIGSPATIAL Special

IEEE Trans. Knowl. Data Eng.

Publications

Subhankar Ghosh, Jayant Gupta, Arun Sharma, Shuai An, Shashi Shekhar
Reducing False Discoveries in Statistically-Significant Regional-Colocation Mining: A Summary of Results. CoRR (2024)
Majid Farhadloo, Arun Sharma, Jayant Gupta, Alexey A. Leontovich, Svetomir N. Markovic, Shashi Shekhar
Towards Spatially-Lucid AI Classification in Non-Euclidean Space: An Application for MxIF Oncology Data. CoRR (2024)
Majid Farhadloo, Arun Sharma, Jayant Gupta, Alexey A. Leontovich, Svetomir N. Markovic, Shashi Shekhar
Towards Spatially-Lucid AI Classification in Non-Euclidean Space: An Application for MxIF Oncology Data. SDM (2024)
Hemavathi M, Eldho Varghese, Shashi Shekhar, Seema Jaggi, Arpan Bhowmik, T. V. Sathianandan
Run order consideration for sequential third order rotatable designs. Commun. Stat. Simul. Comput. 53 (2) (2024)
Zhe Jiang, Liang Zhao, Xun Zhou, Junbo Zhang, Shashi Shekhar, Jieping Ye
The 4th KDD Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems (DeepSpatial'24). KDD (2024)
Kamal Garg, Shashi Shekhar
Optimizing test case prioritization through ranked NSGA-2 for enhanced fault sensitivity analysis. Innov. Syst. Softw. Eng. 20 (3) (2024)
Subhankar Ghosh, Arun Sharma, Jayant Gupta, Shashi Shekhar
Towards Statistically Significant Taxonomy Aware Co-location Pattern Detection. CoRR (2024)
Arun Sharma, Shashi Shekhar
Physics-Guided Abnormal Trajectory Gap Detection. CoRR (2024)
Yan Li, Mingzhou Yang, Matthew Eagon, Majid Farhadloo, Yiqun Xie, William F. Northrop, Shashi Shekhar
Eco-PiNN: A Physics-informed Neural Network for Eco-toll Estimation. CoRR (2023)
Yiqun Xie, Shashi Shekhar, Yan Li
Statistically-Robust Clustering Techniques for Mapping Spatial Hotspots: A Survey. ACM Comput. Surv. 55 (2) (2023)
Subhankar Ghosh, Jayant Gupta, Arun Sharma, Shuai An, Shashi Shekhar
Reducing False Discoveries in Statistically-Significant Regional-Colocation Mining: A Summary of Results. GIScience (2023)
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
A Summary of ICDE 2022 Research Session Panels. IEEE Data Eng. Bull. 46 (4) (2023)
Jayant Gupta, Shuai An, Shashi Shekhar
Towards Responsible Spatial Data Science and Geo-AI. IC3 (2023)
Majid Farhadloo, Arun Sharma, Shashi Shekhar, Svetomir N. Markovic
Spatial Computing Opportunities in Biomedical Decision Support: The Atlas-EHR Vision. CoRR (2023)
Yan Li, Mingzhou Yang, Matthew Eagon, Majid Farhadloo, Yiqun Xie, William F. Northrop, Shashi Shekhar
Eco-PiNN: A Physics-informed Neural Network for Eco-toll Estimation. SDM (2023)
Hyeonjung (Tari) Jung, Jayant Gupta, Bharat Jayaprakash, Matthew Eagon, Harish Panneer Selvam, Carl Molnar, William F. Northrop, Shashi Shekhar
A Survey on Solving and Discovering Differential Equations Using Deep Neural Networks. CoRR (2023)
Mingzhou Yang, Bharat Jayaprakash, Matthew Eagon, Hyeonjung (Tari) Jung, William F. Northrop, Shashi Shekhar
Data Mining Challenges and Opportunities to Achieve Net Zero Carbon Emissions: Focus on Electrified Vehicles. SDM (2023)
Subhankar Ghosh, Shuai An, Arun Sharma, Jayant Gupta, Shashi Shekhar, Aneesh Subramanian
Reducing Uncertainty in Sea-level Rise Prediction: A Spatial-variability-aware Approach. CoRR (2023)
Arun Sharma, Jayant Gupta, Shashi Shekhar
Abnormal Trajectory-Gap Detection: A Summary (Short Paper). COSIT (2022)
Arun Sharma, Shashi Shekhar
Analyzing Trajectory Gaps to Find Possible Rendezvous Region. ACM Trans. Intell. Syst. Technol. 13 (3) (2022)
Matthias Renz, Mohamed Sarwat, Mario A. Nascimento, Shashi Shekhar, Xing Xie
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 14 (1) (2022)
Manik Gupta, Rakesh Kumar, Shashi Shekhar, Bhisham Sharma, Ram Bahadur Patel, Shaily Jain, Imed Ben Dhaou, Celestine Iwendi
Game Theory-Based Authentication Framework to Secure Internet of Vehicles with Blockchain. Sensors 22 (14) (2022)
Arun Sharma, Majid Farhadloo, Yan Li, Aditya Kulkarni, Jayant Gupta, Shashi Shekhar
Understanding COVID-19 Effects on Mobility: A Community-Engaged Approach. CoRR (2022)
Majid Farhadloo, Carl Molnar, Gaoxiang Luo, Yan Li, Shashi Shekhar, Rachel L. Maus, Svetomir N. Markovic, Alexey A. Leontovich, Raymond Moore
SAMCNet: Towards a Spatially Explainable AI Approach for Classifying MxIF Oncology Data. KDD (2022)
Yan Li, Majid Farhadloo, Santhoshi Krishnan, Yiqun Xie, Timothy L. Frankel, Shashi Shekhar, Arvind Rao
CSCD: towards spatially resolving the heterogeneous landscape of MxIF oncology data. BigSpatial@SIGSPATIAL (2022)
Rakesh Kumar, Shashi Shekhar, Hitendra Garg, Mukesh Kumar, Bhisham Sharma, Sanjay Kumar
EESR: Energy efficient sector-based routing protocol for reliable data communication in UWSNs. Comput. Commun. 192 (2022)
Zhe Jiang, Liang Zhao, Xun Zhou, Robert N. Stewart, Junbo Zhang, Shashi Shekhar, Jieping Ye
DeepSpatial'22: The 3rd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems. KDD (2022)
Subhankar Ghosh, Jayant Gupta, Arun Sharma, Shuai An, Shashi Shekhar
Towards geographically robust statistically significant regional colocation pattern detection. GeoSim@SIGSPATIAL (2022)
Hitendra Garg, Bhisham Sharma, Shashi Shekhar, Rohit Agarwal
Spoofing detection system for e-health digital twin using EfficientNet Convolution Neural Network. Multim. Tools Appl. 81 (19) (2022)
Arun Sharma, Zhe Jiang, Shashi Shekhar
Spatiotemporal Data Mining: A Survey. CoRR (2022)
Jiannan Cai, Min Deng, Yiwen Guo, Yiqun Xie, Shashi Shekhar
Discovering regions of anomalous spatial co-locations. Int. J. Geogr. Inf. Sci. 35 (5) (2021)
Majid Farhadloo, Carl Molnar, Gaoxiang Luo, Yan Li, Shashi Shekhar, Rachel L. Maus, Svetomir N. Markovic, Raymond Moore, Alexey A. Leontovich
MC-DGCNN: A Novel DNN Architecture for Multi-Category Point Set Classification. CoRR (2021)
Xun Zhou, Liang Zhao, Zhe Jiang, Robert N. Stewart, Shashi Shekhar, Jieping Ye
DeepSpatial'21: 2nd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems. KDD (2021)
Yiqun Xie, Shashi Shekhar, Yan Li
Statistically-Robust Clustering Techniques for Mapping Spatial Hotspots: A Survey. CoRR (2021)
Harish Panneer Selvam, Yan Li, Pengyue Wang, William F. Northrop, Shashi Shekhar
Vehicle Emissions Prediction with Physics-Aware AI Models: Preliminary Results. CoRR (2021)
Jayant Gupta, Carl Molnar, Yiqun Xie, Joe Knight, Shashi Shekhar
Spatial Variability Aware Deep Neural Networks (SVANN): A General Approach. ACM Trans. Intell. Syst. Technol. 12 (6) (2021)
Shashi Shekhar
What is special about spatial data science and Geo-AI? SSDBM (2021)
Jayant Gupta, Carl Molnar, Gaoxiang Luo, Joe Knight, Shashi Shekhar
Towards Comparative Physical Interpretation of Spatial Variability Aware Neural Networks: A Summary of Results. CoRR (2021)
Daniel Lopresti, Shashi Shekhar
A National Research Agenda for Intelligent Infrastructure: 2021 Update. CoRR (2021)
Lokendra P. S. Chauhan, Shashi Shekhar
GeoAI - Accelerating a Virtuous Cycle between AI and Geo. IC3 (2021)
Yiqun Xie, Xiaowei Jia, Shashi Shekhar, Han Bao, Xun Zhou
Significant DBSCAN+: Statistically Robust Density-based Clustering. ACM Trans. Intell. Syst. Technol. 12 (5) (2021)
Jayant Gupta, Alexander Long, Corey Kewei Xu, Tian Tang, Shashi Shekhar
Spatial Dimensions of Algorithmic Transparency: A Summary. SSTD (2021)
Arun Sharma, Xun Tang, Jayant Gupta, Majid Farhadloo, Shashi Shekhar
Analyzing Trajectory Gaps for Possible Rendezvous: A Summary of Results. GIScience (I) (2021)
Jiannan Cai, Yiqun Xie, Min Deng, Xun Tang, Yan Li, Shashi Shekhar
Significant spatial co-distribution pattern discovery. Comput. Environ. Urban Syst. 84 (2020)
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
A Physics Model-Guided Online Bayesian Framework for Energy Management of Extended Range Electric Delivery Vehicles. CoRR (2020)
Shashi Shekhar, Dilip Kumar Sharma, M. M. Sufyan Beg
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 24 (4) (2020)
Yan Li, Pratik Kotwal, Pengyue Wang, Yiqun Xie, Shashi Shekhar, William F. Northrop
Physics-guided Energy-efficient Path Selection Using On-board Diagnostics Data. Trans. Data Sci. 1 (3) (2020)
Yiqun Xie, Jiannan Cai, Rahul Bhojwani, Shashi Shekhar, Joseph F. Knight
A locally-constrained YOLO framework for detecting small and densely-distributed building footprints. Int. J. Geogr. Inf. Sci. 34 (4) (2020)
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
Uncertainty-aware Energy Management of Extended Range Electric Delivery Vehicles with Bayesian Ensemble. IV (2020)
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
Adversarial Attacks on Reinforcement Learning based Energy Management Systems of Extended Range Electric Delivery Vehicles. CoRR (2020)
Shashi Shekhar
Technical perspective: Progress in spatial computing for flood prediction. Commun. ACM 63 (9) (2020)
Yiqun Xie, Han Bao, Yan Li, Shashi Shekhar
Discovering Spatial Mixture Patterns of Interest. SIGSPATIAL/GIS (2020)
Yan Li, Yiqun Xie, Pengyue Wang, Shashi Shekhar, William F. Northrop
Significant lagrangian linear hotspot discovery. IWCTS@SIGSPATIAL (2020)
Yiqun Xie, Xun Zhou, Shashi Shekhar
Discovering Interesting Subpaths with Statistical Significance from Spatiotemporal Datasets. ACM Trans. Intell. Syst. Technol. 11 (1) (2020)
Yiqun Xie, Shashi Shekhar
A Unified Framework for Robust and Efficient Hotspot Detection in Smart Cities. Trans. Data Sci. 1 (3) (2020)
Chaowei Yang, Keith C. Clarke, Shashi Shekhar, C. Vincent Tao
Big Spatiotemporal Data Analytics: a research and innovation frontier. Int. J. Geogr. Inf. Sci. 34 (6) (2020)
Shashi Shekhar, Dilip Kumar Sharma, M. M. Sufyan Beg
Computational linguistic retrieval framework using negative bootstrapping for retrieving transliteration variants. Int. J. Comput. Vis. Robotics 10 (1) (2020)
Emre Eftelioglu, Shashi Shekhar, James Hudson, Lucas Joppa, Chaitanya K. Baru, Vandana P. Janeja
Data Science for Earth: An Earth Day Report. SIGKDD Explor. 22 (1) (2020)
Jayant Gupta, Yiqun Xie, Shashi Shekhar
Towards Spatial Variability Aware Deep Neural Networks (SVANN): A Summary of Results. CoRR (2020)
Reem Y. Ali, Shashi Shekhar, Shounak Athavale, Eric D. Marsman
ULAMA: A Utilization-Aware Matching Approach for robust on-demand spatial service brokers. Future Gener. Comput. Syst. 108 (2020)
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
Risk-aware Energy Management of Extended Range Electric Delivery Vehicles with Implicit Quantile Network. CASE (2020)
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
Actor-Critic based Deep Reinforcement Learning Framework for Energy Management of Extended Range Electric Delivery Vehicles. AIM (2019)
Samantha Detor, Abigail Roh, Yiqun Xie, Shashi Shekhar
Analyzing Domain Knowledge for Big Data Analysis: A Case Study with Urban Tree Type Classification. BDA (2019)
Yan Li, Pratik Kotwal, Pengyue Wang, Shashi Shekhar, William F. Northrop
Trajectory-aware Lowest-cost Path Selection: A Summary of Results. SSTD (2019)
Yiqun Xie, Shashi Shekhar, Richard Feiock, Joseph F. Knight
Revolutionizing Tree Management via Intelligent Spatial Techniques. SIGSPATIAL/GIS (2019)
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
A Deep Reinforcement Learning Framework for Energy Management of Extended Range Electric Delivery Vehicles. IV (2019)
Pengyue Wang, Yan Li, Shashi Shekhar, William F. Northrop
Uncertainty Estimation with Distributional Reinforcement Learning for Applications in Intelligent Transportation Systems: A Case Study. ITSC (2019)
Xun Tang, Jayant Gupta, Shashi Shekhar
Linear Hotspot Discovery on All Simple Paths: A Summary of Results. SIGSPATIAL/GIS (2019)
Yiqun Xie, Shashi Shekhar
Significant DBSCAN towards Statistically Robust Clustering. SSTD (2019)
Shashi Shekhar, Dilip Kumar Sharma, M. M. Sufyan Beg
An effective cybernated word embedding system for analysis and language identification in code-mixed social media text. Int. J. Knowl. Based Intell. Eng. Syst. 23 (3) (2019)
Zhe Jiang, Arpan Man Sainju, Yan Li, Shashi Shekhar, Joseph F. Knight
Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity. ACM Trans. Intell. Syst. Technol. 10 (4) (2019)
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 Lermusiaux, Yan Liu, Chris North, Victor Pankratius, Shanan Peters, Beth Plale, Allen Pope, Sai Ravela, Juan Restrepo, Aaron J. Ridley, Hanan Samet, Shashi Shekhar
Intelligent systems for geosciences: an essential research agenda. Commun. ACM 62 (1) (2019)
Anushree Ramanath, Saipreethi Muthusrinivasan, Yiqun Xie, Shashi Shekhar, Bharathkumar Ramachandra
NDVI Versus CNN Features in Deep Learning for Land Cover Clasification of Aerial Images. IGARSS (2019)
Yiqun Xie, Shashi Shekhar
A Nondeterministic Normalization based Scan Statistic (NN-scan) towards Robust Hotspot Detection: A Summary of Results. SDM (2019)
Ning Guo, Shashi Shekhar, Wei Xiong, Luo Chen, Ning Jing
UTSM: A Trajectory Similarity Measure Considering Uncertainty Based on an Amended Ellipse Model. ISPRS Int. J. Geo Inf. 8 (11) (2019)
Shashi Shekhar, Dilip Kumar Sharma, M. M. Sufyan Beg
Embedding Framework for Identifying Ambiguous Words in Code-Mixed Social Media Text. IC3I (2019)
Yan Li, Shashi Shekhar
Local Co-location Pattern Detection: A Summary of Results. GIScience (2018)
Yiqun Xie, Han Bao, Shashi Shekhar, Joseph F. Knight
A TIMBER Framework for Mining Urban Tree Inventories Using Remote Sensing Datasets. ICDM (2018)
Yiqun Xie, Jayant Gupta, Yan Li, Shashi Shekhar
Transforming Smart Cities with Spatial Computing. ISC2 (2018)
Yiqun Xie, Rahul Bhojwani, Shashi Shekhar, Joseph F. Knight
An unsupervised augmentation framework for deep learning based geospatial object detection: a summary of results. SIGSPATIAL/GIS (2018)
Emre Eftelioglu, Xun Tang, Shashi Shekhar
Avoidance Region Discovery: A Summary of Results. SDM (2018)
Yan Li, Shashi Shekhar, Pengyue Wang, William F. Northrop
Physics-guided energy-efficient path selection: a summary of results. SIGSPATIAL/GIS (2018)
Reem Y. Ali, Yan Li, Shashi Shekhar, Shounak Athavale, Eric D. Marsman
Supply and Demand Aware Synthetic Data Generation for On-demand Traffic with Real-world Characteristics. IWCTS@SIGSPATIAL (2017)
Xun Tang, Emre Eftelioglu, Dev Oliver, Shashi Shekhar
Significant Linear Hotspot Discovery. IEEE Trans. Big Data 3 (2) (2017)
Yiqun Xie, KwangSoo Yang, Shashi Shekhar, Brent Dalzell, David J. Mulla
Spatially Constrained Geodesign Optimization (GOP) for Improving Agricultural Watershed Sustainability. AAAI Workshops (2017)
Zhe Jiang, Yan Li, Shashi Shekhar, Lian P. Rampi, Joseph F. Knight
Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity: A Summary of Results. SIGSPATIAL/GIS (2017)
Shashi Shekhar, Joe Colletti, Francisco Muñoz-Arriola, Lakshmish Ramaswamy, Chandra Krintz, Lav R. Varshney, Debra J. Richardson
Intelligent Infrastructure for Smart Agriculture: An Integrated Food, Energy and Water System. CoRR (2017)
Reem Y. Ali, Venkata M. V. Gunturi, Andrew J. Kotz, Emre Eftelioglu, Shashi Shekhar, William F. Northrop
Discovering non-compliant window co-occurrence patterns. GeoInformatica 21 (4) (2017)
Yiqun Xie, Shashi Shekhar
FF-SA: Fragmentation-Free Spatial Allocation. SSTD (2017)
Venkata M. V. Gunturi, Shashi Shekhar, Kenneth Joseph, Kathleen M. Carley
Scalable computational techniques for centrality metrics on temporally detailed social network. Mach. Learn. 106 (8) (2017)
Xun Tang, Emre Eftelioglu, Shashi Shekhar
Detecting Isodistance Hotspots on Spatial Networks: A Summary of Results. SSTD (2017)
Yiqun Xie, Bryan C. Runck, Shashi Shekhar, Len Kne, David J. Mulla, Nicolas Jordan, Peter Wiringa
Collaborative Geodesign and Spatial Optimization for Fragmentation-Free Land Allocation. ISPRS Int. J. Geo Inf. 6 (7) (2017)
Anuj Karpatne, Gowtham Atluri, James H. Faghmous, Michael S. Steinbach, Arindam Banerjee, Auroop R. Ganguly, Shashi Shekhar, Nagiza F. Samatova, Vipin Kumar
Theory-Guided Data Science: A New Paradigm for Scientific Discovery from Data. IEEE Trans. Knowl. Data Eng. 29 (10) (2017)
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
Parallel Processing over Spatial-Temporal Datasets from Geo, Bio, Climate and Social Science Communities: A Research Roadmap. BigData Congress (2017)
Yiqun Xie, Emre Eftelioglu, Reem Y. Ali, Xun Tang, Yan Li, Ruhi Doshi, Shashi Shekhar
Transdisciplinary Foundations of Geospatial Data Science. ISPRS Int. J. Geo Inf. 6 (12) (2017)
Reem Y. Ali, Emre Eftelioglu, Shashi Shekhar, Shounak Athavale, Eric D. Marsman
Supply-demand ratio and on-demand spatial service brokers: a summary of results. IWCTS@SIGSPATIAL (2016)
Shrutilipi Bhattacharjee, Monidipa Das, Soumya K. Ghosh, Shashi Shekhar
Prediction of meteorological parameters: an a-posteriori probabilistic semantic kriging approach. SIGSPATIAL/GIS (2016)
Emre Eftelioglu, Yan Li, Xun Tang, Shashi Shekhar, James M. Kang, Christopher Farah
Mining Network Hotspots with Holes: A Summary of Results. GIScience (2016)
Chi-Yin Chow, Maria Luisa Damiani, Shashi Shekhar
MobiGIS 2015 workshop report: the 4th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems Seattle, Washington, USA - November 3, 2015. ACM SIGSPATIAL Special 8 (1) (2016)
KwangSoo Yang, Apurv Hirsh Shekhar, Dev Oliver, Shashi Shekhar
Capacity-Constrained Network-Voronoi Diagram. ICDE (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shashi Shekhar