Shashi Shekhar
Orcid: 0000-0001-8217-3244Affiliations:
- University of Minnesota, USA
According to our database1,
Shashi Shekhar
authored at least 315 papers
between 1987 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2003, "For contributions to spatial database storage methods, data mining, and geographic information systems.".
Timeline
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Online presence:
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on id.loc.gov
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on d-nb.info
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on cs.umn.edu
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on isni.org
On csauthors.net:
Bibliography
2024
Commun. Stat. Simul. Comput., February, 2024
Towards Spatially-Lucid AI Classification in Non-Euclidean Space: An Application for MxIF Oncology Data.
CoRR, 2024
2023
ACM Comput. Surv., 2023
Reducing Uncertainty in Sea-level Rise Prediction: A Spatial-variability-aware Approach.
CoRR, 2023
Spatial Computing Opportunities in Biomedical Decision Support: The Atlas-EHR Vision.
CoRR, 2023
A Survey on Solving and Discovering Differential Equations Using Deep Neural Networks.
CoRR, 2023
Data Mining Challenges and Opportunities to Achieve Net Zero Carbon Emissions: Focus on Electrified Vehicles.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023
Proceedings of the 2023 Fifteenth International Conference on Contemporary Computing, 2023
Reducing False Discoveries in Statistically-Significant Regional-Colocation Mining: A Summary of Results.
Proceedings of the 12th International Conference on Geographic Information Science, 2023
2022
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, November, 2022
ACM Trans. Intell. Syst. Technol., 2022
Game Theory-Based Authentication Framework to Secure Internet of Vehicles with Blockchain.
Sensors, 2022
Spoofing detection system for e-health digital twin using EfficientNet Convolution Neural Network.
Multim. Tools Appl., 2022
EESR: Energy efficient sector-based routing protocol for reliable data communication in UWSNs.
Comput. Commun., 2022
SAMCNet: Towards a Spatially Explainable AI Approach for Classifying MxIF Oncology Data.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
DeepSpatial'22: The 3rd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Towards geographically robust statistically significant regional colocation pattern detection.
Proceedings of the 5th ACM SIGSPATIAL International Workshop on GeoSpatial Simulation, 2022
Proceedings of the 10th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2022
Proceedings of the 15th International Conference on Spatial Information Theory, 2022
2021
ACM Trans. Intell. Syst. Technol., 2021
ACM Trans. Intell. Syst. Technol., 2021
Int. J. Geogr. Inf. Sci., 2021
CoRR, 2021
Towards Comparative Physical Interpretation of Spatial Variability Aware Neural Networks: A Summary of Results.
CoRR, 2021
CoRR, 2021
Proceedings of the SSDBM 2021: 33rd International Conference on Scientific and Statistical Database Management, 2021
Proceedings of the 17th International Symposium on Spatial and Temporal Databases, 2021
DeepSpatial'21: 2nd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the IC3 2021: Thirteenth International Conference on Contemporary Computing, Noida, India, August 5, 2021
Proceedings of the 11th International Conference on Geographic Information Science, 2021
2020
Comput. Environ. Urban Syst., 2020
Discovering Interesting Subpaths with Statistical Significance from Spatiotemporal Datasets.
ACM Trans. Intell. Syst. Technol., 2020
Trans. Data Sci., 2020
Trans. Data Sci., 2020
Computational linguistic retrieval framework using negative bootstrapping for retrieving transliteration variants.
Int. J. Comput. Vis. Robotics, 2020
Int. J. Geogr. Inf. Sci., 2020
A locally-constrained YOLO framework for detecting small and densely-distributed building footprints.
Int. J. Geogr. Inf. Sci., 2020
ULAMA: A Utilization-Aware Matching Approach for robust on-demand spatial service brokers.
Future Gener. Comput. Syst., 2020
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, 2020
Towards Spatial Variability Aware Deep Neural Networks (SVANN): A Summary of Results.
CoRR, 2020
Adversarial Attacks on Reinforcement Learning based Energy Management Systems of Extended Range Electric Delivery Vehicles.
CoRR, 2020
A Physics Model-Guided Online Bayesian Framework for Energy Management of Extended Range Electric Delivery Vehicles.
CoRR, 2020
Commun. ACM, 2020
Uncertainty-aware Energy Management of Extended Range Electric Delivery Vehicles with Bayesian Ensemble.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020
Proceedings of the IWCTS@SIGSPATIAL 2020: Proceedings of the 13th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2020
Risk-aware Energy Management of Extended Range Electric Delivery Vehicles with Implicit Quantile Network.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020
2019
Proceedings of the Encyclopedia of Big Data Technologies., 2019
ACM Trans. Intell. Syst. Technol., 2019
An effective cybernated word embedding system for analysis and language identification in code-mixed social media text.
Int. J. Knowl. Based Intell. Eng. Syst., 2019
UTSM: A Trajectory Similarity Measure Considering Uncertainty Based on an Amended Ellipse Model.
ISPRS Int. J. Geo Inf., 2019
Proceedings of the 16th International Symposium on Spatial and Temporal Databases, 2019
Proceedings of the 16th International Symposium on Spatial and Temporal Databases, 2019
A Nondeterministic Normalization based Scan Statistic (NN-scan) towards Robust Hotspot Detection: A Summary of Results.
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019
A Deep Reinforcement Learning Framework for Energy Management of Extended Range Electric Delivery Vehicles.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019
Uncertainty Estimation with Distributional Reinforcement Learning for Applications in Intelligent Transportation Systems: A Case Study.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019
NDVI Versus CNN Features in Deep Learning for Land Cover Clasification of Aerial Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the International Conference on contemporary Computing and Informatics, 2019
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019
Analyzing Domain Knowledge for Big Data Analysis: A Case Study with Urban Tree Type Classification.
Proceedings of the Big Data Analytics - 7th International Conference, 2019
Actor-Critic based Deep Reinforcement Learning Framework for Energy Management of Extended Range Electric Delivery Vehicles.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2019
2018
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018
Proceedings of the IEEE International Smart Cities Conference, 2018
Proceedings of the IEEE International Conference on Data Mining, 2018
Proceedings of the 10th International Conference on Geographic Information Science, 2018
An unsupervised augmentation framework for deep learning based geospatial object detection: a summary of results.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018
2017
Proceedings of the Encyclopedia of GIS., 2017
IEEE Trans. Knowl. Data Eng., 2017
Scalable computational techniques for centrality metrics on temporally detailed social network.
Mach. Learn., 2017
Collaborative Geodesign and Spatial Optimization for Fragmentation-Free Land Allocation.
ISPRS Int. J. Geo Inf., 2017
ISPRS Int. J. Geo Inf., 2017
Intelligent Infrastructure for Smart Agriculture: An Integrated Food, Energy and Water System.
CoRR, 2017
Proceedings of the Advances in Spatial and Temporal Databases, 2017
Proceedings of the Advances in Spatial and Temporal Databases, 2017
Spatial Ensemble Learning for Heterogeneous Geographic Data with Class Ambiguity: A Summary of Results.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017
Supply and Demand Aware Synthetic Data Generation for On-demand Traffic with Real-world Characteristics.
Proceedings of the 10th ACM SIGSPATIAL Workshop on Computational Transportation Science, 2017
Parallel Processing over Spatial-Temporal Datasets from Geo, Bio, Climate and Social Science Communities: A Research Roadmap.
Proceedings of the 2017 IEEE International Congress on Big Data, 2017
Spatially Constrained Geodesign Optimization (GOP) for Improving Agricultural Watershed Sustainability.
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017
Springer, ISBN: 978-3-319-56657-3, 2017
Springer, ISBN: 978-3-319-60194-6, 2017
2016
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, 2016
MobiGIS 2015 workshop report: the 4th ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems Seattle, Washington, USA - November 3, 2015.
ACM SIGSPATIAL Special, 2016
Identifying K Primary Corridors from urban bicycle GPS trajectories on a road network.
Inf. Syst., 2016
Proceedings of the Geographic Information Science - 9th International Conference, 2016
Prediction of meteorological parameters: an a-posteriori probabilistic semantic kriging approach.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016
Proceedings of the 9th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2016
2015
IEEE Trans. Knowl. Data Eng., 2015
ISPRS Int. J. Geo Inf., 2015
Intelligent Shelter Allotment for Emergency Evacuation Planning: A Case Study of Makkah.
IEEE Intell. Syst., 2015
A Spatio-Temporally Opportunistic Approach to Best-Start-Time Lagrangian Shortest Path.
Proceedings of the Advances in Spatial and Temporal Databases, 2015
Proceedings of the Advances in Spatial and Temporal Databases, 2015
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015
Proceedings of the 4th International ACM SIGSPATIAL Workshop on Analytics for Big Geospatial Data, 2015
Future connected vehicles: challenges and opportunities for spatio-temporal computing.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015
2014
Encyclopedia of Social Network Analysis and Mining, 2014
Encyclopedia of Social Network Analysis and Mining, 2014
WIREs Data Mining Knowl. Discov., 2014
IEEE Trans. Knowl. Data Eng., 2014
IEEE Trans. Knowl. Data Eng., 2014
ACM SIGSPATIAL Special, 2014
MobiGIS 2014 workshop report: the Third ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, Dallas, Texas, USA - November 4, 2014.
ACM SIGSPATIAL Special, 2014
MobiGIS 2013 workshop report: the Second ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems: Orlando, Florida, USA - November 5, 2013.
ACM SIGSPATIAL Special, 2014
Spatial big data for eco-routing services: computational challenges and accomplishments.
ACM SIGSPATIAL Special, 2014
Learning a Spatial Ensemble of Classifiers for Raster Classification: A Summary of Results.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014
Proceedings of the Geographic Information Science - 8th International Conference, 2014
Lagrangian Xgraphs: A Logical Data-Model for Spatio-Temporal Network Data: A Summary.
Proceedings of the Advances in Conceptual Modeling, 2014
2013
Introduction to special section on intelligent mobile knowledge discovery and management systems.
ACM Trans. Intell. Syst. Technol., 2013
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, 2013
Proceedings of the Advances in Spatial and Temporal Databases, 2013
CrowdPath: A Framework for Next Generation Routing Services Using Volunteered Geographic Information.
Proceedings of the Advances in Spatial and Temporal Databases, 2013
Fast and exact network trajectory similarity computation: a case-study on bicycle corridor planning.
Proceedings of the 2nd ACM SIGKDD International Workshop on Urban Computing, 2013
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
Discovering persistent change windows in spatiotemporal datasets: a summary of results.
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2013
GPGPU-accelerated interesting interval discovery and other computations on GeoSpatial datasets: a summary of results.
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2013
A Geographical Approach for Metadata Quality Improvement in Biological Observation Databases.
Proceedings of the 9th IEEE International Conference on eScience, 2013
2012
login Usenix Mag., 2012
Int. J. Geogr. Inf. Sci., 2012
Proceedings of the Specifying Big Data Benchmarks, 2012
Proceedings of the Eleventh ACM International Workshop on Data Engineering for Wireless and Mobile Access, 2012
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012
A Dartboard Network Cut Based Approach to Evacuation Route Planning: A Summary of Results.
Proceedings of the Geographic Information Science - 7th International Conference, 2012
Quantifying Resolution Sensitivity of Spatial Autocorrelation: A Resolution Correlogram Approach.
Proceedings of the Geographic Information Science - 7th International Conference, 2012
Spatiotemporal data mining in the era of big spatial data: algorithms and applications.
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2012
Learning spatial decision tree for geographical classification: a summary of results.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012
2011
WIREs Data Mining Knowl. Discov., 2011
Proceedings of the 20th USENIX Security Symposium, 2011
Proceedings of the Advances in Spatial and Temporal Databases, 2011
A Critical-Time-Point Approach to All-Start-Time Lagrangian Shortest Paths: A Summary of Results.
Proceedings of the Advances in Spatial and Temporal Databases, 2011
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011
A neighborhood graph based approach to regional co-location pattern discovery: a summary of results.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011
2010
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010
IEEE Trans. Knowl. Data Eng., 2010
Proceedings of the SIAM International Conference on Data Mining, 2010
A K-Main Routes Approach to Spatial Network Activity Summarization: A Summary of Results.
Proceedings of the ICDMW 2010, 2010
Proceedings of the 2010 First International Workshop on High Performance and Distributed Geographic Information Systems, 2010
A Lagrangian approach for storage of spatio-temporal network datasets: a summary of results.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010
Proceedings of the Database and Expert Systems Applications, 21th International Conference, 2010
Proceedings of the Computational Transportation Science, 21.03. - 26.03.2010, 2010
2009
Context inclusive function evaluation: a case study with EM-based multi-scale multi-granular image classification.
Knowl. Inf. Syst., 2009
J. Parallel Distributed Comput., 2009
Spatio-Temporal Sensor Graphs (STSG): A data model for the discovery of spatio-temporal patterns.
Intell. Data Anal., 2009
Discovering Teleconnected Flow Anomalies: A Relationship Analysis of Dynamic Neighborhoods (RAD) Approach.
Proceedings of the Advances in Spatial and Temporal Databases, 2009
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009
Proceedings of the Second International Workshop on Computational Transportation Science, 2009
2008
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008
IEEE Trans. Knowl. Data Eng., 2008
IEEE Trans. Knowl. Data Eng., 2008
A Learning Scheme for Recognizing Sub-classes from Model Trained on Aggregate Classes.
Proceedings of the Structural, 2008
Proceedings of the Scientific and Statistical Database Management, 2008
Proceedings of the Poster and Demonstration Session at the 7th International Semantic Web Conference (ISWC2008), 2008
Spatial and Spatio-temporal Data Mining.
Proceedings of the XXIII Simpósio Brasileiro de Banco de Dados, 2008
Proceedings of the 5th Annual International Conference on Mobile and Ubiquitous Systems: Computing, 2008
*Miner: A Suit of Classifiers for Spatial, Temporal, Ancillary, and Remote Sensing Data Mining.
Proceedings of the Fifth International Conference on Information Technology: New Generations (ITNG 2008), 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Optimal Placements in Ring Network for Data Replicas in Distributed Database with MajorityVoting Protocol.
Proceedings of the 28th IEEE International Conference on Distributed Computing Systems (ICDCS 2008), 2008
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008
Proceedings of the Next Generation of Data Mining., 2008
2007
ACM Trans. Inf. Syst., 2007
Int. J. Parallel Emergent Distributed Syst., 2007
Int. J. Semantic Comput., 2007
Proceedings of the Advances in Spatial and Temporal Databases, 2007
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007
Proceedings of the 23rd International Conference on Data Engineering, 2007
Mining At Most Top-K% Mixed-drove Spatio-temporal Co-occurrence Patterns: A Summary of Results.
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007
Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007
Proceedings of the GeoSpatial Semantics, Second International Conference, 2007
Proceedings of the GeoSpatial Semantics, Second International Conference, 2007
2006
IEEE Trans. Knowl. Data Eng., 2006
TAPER: A Two-Step Approach for All-Strong-Pairs Correlation Query in Large Databases.
IEEE Trans. Knowl. Data Eng., 2006
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006
Sustained Emerging Spatio-Temporal Co-occurrence Pattern Mining: A Summary of Results.
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006
Context-Inclusive Approach to Speed-up Function Evaluation for Statistical Queries : An Extended Abstract.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
UMN-MapServer: A High-Performance, Interoperable, and Open Source Web Mapping and Geo-spatial Analysis System.
Proceedings of the Geographic Information Science, 4th International Conference, 2006
Proceedings of the 14th ACM International Symposium on Geographic Information Systems, 2006
2005
Int. J. Crit. Infrastructures, 2005
Capacity Constrained Routing Algorithms for Evacuation Planning: A Summary of Results.
Proceedings of the Advances in Spatial and Temporal Databases, 9th International Symposium, 2005
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005
Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2005), 2005
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005
Proceedings of the 13th ACM International Workshop on Geographic Information Systems, 2005
Spatial Data Mining.
Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005
2004
IEEE Trans. Knowl. Data Eng., 2004
A Framework for Discovering Co-Location Patterns in Data Sets with Extended Spatial Objects.
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004
Exploiting a support-based upper bound of Pearson's correlation coefficient for efficiently identifying strongly correlated pairs.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004
Comparing Exact and Approximate Spatial Auto-regression Model Solutions for Spatial Data Analysis.
Proceedings of the Geographic Information Science, Third International Conference, 2004
Proceedings of the 12th ACM International Workshop on Geographic Information Systems, 2004
Proceedings of the 12th ACM International Workshop on Geographic Information Systems, 2004
Navigation Systems: A Spatial Database Perspective.
Proceedings of the Location-Based Services, 2004
2003
IEEE Trans. Knowl. Data Eng., 2003
Exploiting Spatial Autocorrelation to Efficiently Process Correlation-Based Similarity Queries.
Proceedings of the Advances in Spatial and Temporal Databases, 8th International Symposium, 2003
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003
Proceedings of the Intelligence and Security Informatics, First NSF/NIJ Symposium, 2003
Processing in-route nearest neighbor queries: a comparison of alternative approaches.
Proceedings of the ACM-GIS 2003, 2003
Spatial databases - a tour.
Prentice Hall, ISBN: 978-0-13-017480-2, 2003
2002
IEEE Trans. Multim., 2002
IEEE Trans. Knowl. Data Eng., 2002
A Comparison of Markov Random Field and Spatial Regression Models for Mining Geospatial Data.
Proceedings of the 6th Joint Conference on Information Science, 2002
Proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2002), 2002
Proceedings of the 2002 Data Compression Conference (DCC 2002), 2002
2001
Optimal placement of data replicas in distributed database with majority voting protocol.
Theor. Comput. Sci., 2001
Int. J. Artif. Intell. Tools, 2001
An efficient query strategy for integrated Remote Sensing and inventory (Spatial) Databases.
Proceedings of the 13th International Conference on Scientific and Statistical Database Management, 2001
Proceedings of the Advances in Spatial and Temporal Databases, 7th International Symposium, 2001
Proceedings of the First SIAM International Conference on Data Mining, 2001
Detecting graph-based spatial outliers: algorithms and applications (a summary of results).
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001
Proceedings of the ACM-GIS 2001, 2001
2000
Predicting Locations Using Map Similarity(PLUMS): A Framework for Spatial Data Mining.
Proceedings of the International Workshop on Multimedia Data Mining, 2000
Proceedings of the 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), 2000
A Web-based browsing and spatial analysis system for regional natural resource analysis and mapping.
Proceedings of the ACM-GIS 2000, 2000
Proceedings of the ACM-GIS 2000, 2000
Extending Data Mining for Spatial Applications: A Case Study in Predicting Nest Locations.
Proceedings of the 2000 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2000
1999
IEEE Trans. Very Large Scale Integr. Syst., 1999
IEEE Trans. Knowl. Data Eng., 1999
Proceedings of the Fourth International Workshop on Object-Oriented Real-Time Dependable Systems, 1999
Spatial Pictogram Enhanced Conceptual Data Models and Their Translation to Logical Data Models.
Proceedings of the Integrated Spatial Databases, Digital Inages and GIS, 1999
1998
Declustering and Load-Balancing Methods for Parallelizing Geographic Information Systems.
IEEE Trans. Knowl. Data Eng., 1998
Proceedings of the Seventeenth Symposium on Reliable Distributed Systems, 1998
Proceedings of the ACM-GIS '98, 1998
1997
IEEE Trans. Knowl. Data Eng., 1997
Proceedings of the Advances in Spatial Databases, 1997
Proceedings of the 9th International Conference on Tools with Artificial Intelligence, 1997
Proceedings of the 34st Conference on Design Automation, 1997
1996
An Evidential Reasoning Approach to Attribute Value Conflict Resolution in Database Integration.
IEEE Trans. Knowl. Data Eng., 1996
Inf. Syst., 1996
IEEE Data Eng. Bull., 1996
1995
Proceedings of the Advances in Spatial Databases, 1995
Deadline Compliance, Predictability, and On-line Optimization in Real-Time Problem Solving.
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995
CCAM: A Connectivity-Clustered Access Method for Aggregate Queries on Transportation Networks: A Summary of Results.
Proceedings of the Eleventh International Conference on Data Engineering, 1995
A Similarity Graph-Based Approach to Declustering Problems and Its Application towards Paralleling Grid Files.
Proceedings of the Eleventh International Conference on Data Engineering, 1995
1994
A Scalable Parallel Formulation of the Backpropagation Algorithm for Hypercubes and Related Architectures.
IEEE Trans. Parallel Distributed Syst., 1994
Decis. Support Syst., 1994
Proceedings of the Mobile Computing [Mobidata Workshop on Mobile and Wireless Information Systems, Rutgers University, NJ, USA, October 31, 1994
Customizing Parallel Formulations of Backpropagation Learning Algorithm to Neural Network Architectures : A Summary of Results.
Proceedings of the Sixth International Conference on Tools with Artificial Intelligence, 1994
Proceedings of the Tenth International Conference on Data Engineering, 1994
Resolving Attribute Incompatibility in Database Integration: An Evidential Reasoning Approach.
Proceedings of the Tenth International Conference on Data Engineering, 1994
1993
IEEE Trans. Software Eng., 1993
Learning Transformation Rules for Semantic Query Optimization: A Data-Driven Approach.
IEEE Trans. Knowl. Data Eng., 1993
Int. J. Artif. Intell. Tools, 1993
Proceedings of the Fifth International Conference on Tools with Artificial Intelligence, 1993
Real Time and AI (Panel).
Proceedings of the Fifth International Conference on Tools with Artificial Intelligence, 1993
Proceedings of the Ninth International Conference on Data Engineering, 1993
1992
Int. J. Artif. Intell. Tools, 1992
A formal model of trade-off between optimization and execution costs in semantic query optimization.
Data Knowl. Eng., 1992
Proceedings of the 1992 ACM/SIGAPP Symposium on Applied Computing: Technological Challenges of the 1990's, 1992
Proceedings of the Fourth International Conference on Tools with Artificial Intelligence, 1992
Proceedings of the Eighth International Conference on Data Engineering, 1992
Proceedings of the 10th National Conference on Artificial Intelligence, 1992
1991
Proceedings of the Advances in Spatial Databases, 1991
DYNORA: a real-time planning algorithm to meet response-time constraints in dynamic environments.
Proceedings of the Third International Conference on Tools for Artificial Intelligence, 1991
1990
Proceedings of the Sixth International Conference on Data Engineering, 1990
1989
Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989
Proceedings of the IEEE International Workshop on Tools for Artificial Intelligence: Architectures, 1989
Proceedings of the 13th Annual International Computer Software and Applications Conference, 1989
1988
Proceedings of International Conference on Neural Networks (ICNN'88), 1988
1987