Vipin Kumar
Orcid: 0000-0002-9040-2665Affiliations:
- University of Minnesota, Department of Computer Science and Engineering, USA
According to our database1,
Vipin Kumar
authored at least 362 papers
between 1986 and 2024.
Collaborative distances:
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Bibliography
2024
Combining Satellite and Weather Data for Crop Type Mapping: An Inverse Modelling Approach.
CoRR, 2024
2023
Correction: Lin et al. Toward Large-Scale Mapping of Tree Crops with High-Resolution Satellite Imagery and Deep Learning Algorithms: A Case Study of Olive Orchards in Morocco. Remote Sens. 2021, 13, 1740.
Remote. Sens., January, 2023
Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems.
ACM Comput. Surv., 2023
Task Aware Modulation using Representation Learning: An Approach for Few Shot Learning in Heterogeneous Systems.
CoRR, 2023
Message Propagation Through Time: An Algorithm for Sequence Dependency Retention in Time Series Modeling.
CoRR, 2023
Time Series Predictions in Unmonitored Sites: A Survey of Machine Learning Techniques in Water Resources.
CoRR, 2023
The Future of Fundamental Science Led by Generative Closed-Loop Artificial Intelligence.
CoRR, 2023
Mapping smallholder cashew plantations to inform sustainable tree crop expansion in Benin.
CoRR, 2023
Mini-Batch Learning Strategies for modeling long term temporal dependencies: A study in environmental applications.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023
Spatiotemporal Classification with limited labels using Constrained Clustering for large datasets.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
Koopman Invertible Autoencoder: Leveraging Forward and Backward Dynamics for Temporal Modeling.
Proceedings of the IEEE International Conference on Data Mining, 2023
Knowledge-Guided Machine Learning: A New Framework for Accelerating Scientific Discovery and Addressing Global Environmental Challenges.
Proceedings of the IEEE International Conference on Big Data, 2023
2022
Realization of Causal Representation Learning to Adjust Confounding Bias in Latent Space.
CoRR, 2022
Invertibility aware Integration of Static and Time-series data: An application to Lake Temperature Modeling.
Proceedings of the 2022 SIAM International Conference on Data Mining, 2022
Robust Inverse Framework using Knowledge-guided Self-Supervised Learning: An application to Hydrology.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Proceedings of the IEEE International Conference on Data Mining, 2022
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022
2021
A Computational Method for Learning Disease Trajectories From Partially Observable EHR Data.
IEEE J. Biomed. Health Informatics, 2021
Artificial Intelligence for Modeling Complex Systems: Taming the Complexity of Expert Models to Improve Decision Making.
ACM Trans. Interact. Intell. Syst., 2021
Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles.
Trans. Data Sci., 2021
Toward Large-Scale Mapping of Tree Crops with High-Resolution Satellite Imagery and Deep Learning Algorithms: A Case Study of Olive Orchards in Morocco.
Remote. Sens., 2021
Strategies for building robust prediction models using data unavailable at prediction time.
J. Am. Medical Informatics Assoc., 2021
Knowledge-guided Self-supervised Learning for estimating River-Basin Characteristics.
CoRR, 2021
CoRR, 2021
Physics-Guided Recurrent Graph Model for Predicting Flow and Temperature in River Networks.
Proceedings of the 2021 SIAM International Conference on Data Mining, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
CalCROP21: A Georeferenced multi-spectral dataset of Satellite Imagery and Crop Labels.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Mining Novel Multivariate Relationships in Time Series Data Using Correlation Networks.
IEEE Trans. Knowl. Data Eng., 2020
Automated Plantation Mapping in Southeast Asia Using MODIS Data and Imperfect Visual Annotations.
Remote. Sens., 2020
BMC Medical Informatics Decis. Mak., 2020
Predicting Water Temperature Dynamics of Unmonitored Lakes with Meta Transfer Learning.
CoRR, 2020
Physics-Guided Recurrent Graph Networks for Predicting Flow and Temperature in River Networks.
CoRR, 2020
Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data.
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Process Guided Deep Learning for Modeling Physical Systems: An Application in Lake Temperature Modeling.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
2019
IEEE Trans. Knowl. Data Eng., 2019
A Fast-Optimal Guaranteed Algorithm For Learning Sub-Interval Relationships in Time Series.
CoRR, 2019
Automated Monitoring Cropland Using Remote Sensing Data: Challenges and Opportunities for Machine Learning.
CoRR, 2019
Physics Guided RNNs for Modeling Dynamical Systems: A Case Study in Simulating Lake Temperature Profiles.
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019
Classifying Heterogeneous Sequential Data by Cyclic Domain Adaptation: An Application in Land Cover Detection.
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019
Spatial Context-Aware Networks for Mining Temporal Discriminative Period in Land Cover Detection.
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Towards Robust and Discriminative Sequential Data Learning: When and How to Perform Adversarial Training?
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models.
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019
Recurrent Generative Networks for Multi-Resolution Satellite Data: An Application in Cropland Monitoring.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Frequent Causal Pattern Mining: A Computationally Efficient Framework For Estimating Bias-Corrected Effects.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Spatio-temporal classification at multiple resolutions using multi-view regularization.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
IEEE Trans. Knowl. Data Eng., 2018
Remote. Sens., 2018
ACM Comput. Surv., 2018
Physics Guided Recurrent Neural Networks For Modeling Dynamical Systems: Application to Monitoring Water Temperature And Quality In Lakes.
CoRR, 2018
Classifying Multivariate Time Series by Learning Sequence-level Discriminative Patterns.
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018
Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018
2017
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017
IEEE Trans. Knowl. Data Eng., 2017
IEEE Trans. Knowl. Data Eng., 2017
ORBIT: Ordering Based Information Transfer Across Space and Time for Global Surface Water Monitoring.
CoRR, 2017
CoRR, 2017
Appl. Clin. Inform., 2017
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017
Estimating Disease Onset Time by Modeling Lab Result Trajectories via Bayes Networks.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017
Joint sparse auto-encoder: A semi-supervised spatio-temporal approach in mapping large-scale croplands.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
2016
Global Monitoring of Inland Water Dynamics: State-of-the-Art, Challenges, and Opportunities.
Proceedings of the Computational Sustainability, 2016
Clustering of elderly patient subgroups to identify medication-related readmission risks.
Int. J. Medical Informatics, 2016
The Brain-Network Paradigm: Using Functional Imaging Data to Study How the Brain Works.
Computer, 2016
Application of an Ontology for Characterizing Data Quality for a Secondary Use of EHR Data.
Appl. Clin. Inform., 2016
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016
A general framework to increase the robustness of model-based change point detection algorithms to outliers and noise.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016
A Data Mining Approach to Determine Sepsis Guideline Impact on Inpatient Mortality and Complications.
Proceedings of the Summit on Clinical Research Informatics, 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Identifying dynamic changes with noisy labels in spatial-temporal data: A study on large-scale water monitoring application.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Proceedings of the AMIA 2016, 2016
Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
BMC Bioinform., 2015
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Ensemble Learning Methods for Binary Classification with Multi-modality within the Classes.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015
Clustering Dynamic Spatio-Temporal Patterns in The Presence of Noise and Missing Data.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
Post Classification Label Refinement Using Implicit Ordering Constraint Among Data Instances.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
Building Predictive Models for Noisy and Heterogeneous Data: An Application in Global Monitoring of Inland Water Dynamics.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
Online Change Detection Algorithm for Noisy Time-Series: An Application Tonear-Real Time Burned Area Mapping.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015
Clustering Health Data to Discover EBP Interventions for Sepsis Prevention and Treatment for Health Disparities.
Proceedings of the AMIA 2015, 2015
Proceedings of the AMIA 2015, 2015
Predicting the Factors of Improvement of Health Status of Home Health Care Patients: A Holistic Data Mining Approach.
Proceedings of the AMIA 2015, 2015
Proceedings of the Healthcare Data Analytics., 2015
2014
Identification of co-occurring insertions in cancer genomes using association analysis.
Int. J. Data Min. Bioinform., 2014
A reference based analysis framework for understanding anomaly detection techniques for symbolic sequences.
Data Min. Knowl. Discov., 2014
A Big Data Guide to Understanding Climate Change: The Case for Theory-Guided Data Science.
Big Data, 2014
Memory-efficient Query-driven Community Detection with Application to Complex Disease Associations.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
Mining Interpretable and Predictive Diagnosis Codes from Multi-source Electronic Health Records.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
Discovering Groups of Time Series with Similar Behavior in Multiple Small Intervals of Time.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014
Proceedings of the 5th ACM Conference on Bioinformatics, 2014
Data Mining Methodologies to Discover Best practices for Diabetic Patients with Health Disparities.
Proceedings of the AMIA 2014, 2014
Spatio-Temporal Consistency as a Means to Identify Unlabeled Objects in a Continuous Data Field.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Stat. Anal. Data Min., 2013
Automatic Detection and Correction of Multi-class Classification Errors Using System Whole-part Relationships.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Change Detection from Temporal Sequences of Class Labels: Application to Land Cover Change Mapping.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the 13th SIAM International Conference on Data Mining, 2013
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013
Coupled Heterogeneous Association Rule Mining (CHARM): Application Toward Inference of Modulatory Climate Relationships.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
A Parameter-Free Spatio-Temporal Pattern Mining Model to Catalog Global Ocean Dynamics.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013
Proceedings of the ACM Conference on Bioinformatics, 2013
Data Mining to Predict Mobility Outcomes for Older Adults Receiving Home Health Care.
Proceedings of the AMIA 2013, 2013
Multiple Hypothesis Object Tracking For Unsupervised Self-Learning: An Ocean Eddy Tracking Application.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013
Proceedings of the Managing and Mining Sensor Data, 2013
2012
IEEE Trans. Knowl. Data Eng., 2012
IEEE Trans. Knowl. Data Eng., 2012
Toward Data-driven, Semi-automatic Inference of Phenomenological Physical Models: Application to Eastern Sahel Rainfall.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Spatially penalized regression for dependence analysis of rare events: A study in precipitation extremes.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012
Hierarchical Classifier-Regression Ensemble for Multi-phase Non-linear Dynamic System Response Prediction: Application to Climate Analysis.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012
Proceedings of the IEEE 2nd International Conference on Computational Advances in Bio and Medical Sciences, 2012
On the path to sustainable, scalable, and energy-efficient data analytics: Challenges, promises, and future directions.
Proceedings of the 2012 International Green Computing Conference, 2012
Time series change detection using segmentation: A case study for land cover monitoring.
Proceedings of the 2012 Conference on Intelligent Data Understanding, 2012
Proceedings of the 2012 Conference on Intelligent Data Understanding, 2012
Proceedings of the 2012 Conference on Intelligent Data Understanding, 2012
Proceedings of the 2012 Conference on Intelligent Data Understanding, 2012
Proceedings of the 2012 Conference on Intelligent Data Understanding, 2012
Proceedings of the ACM International Conference on Bioinformatics, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
ACM Trans. Intell. Syst. Technol., 2011
BMC Bioinform., 2011
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Classification of Emerging Extreme Event Tracks in Multivariate Spatio-Temporal Physical Systems Using Dynamic Network Structures: Application to Hurricane Track Prediction.
Proceedings of the IJCAI 2011, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the 2011 Conference on Intelligent Data Understanding, 2011
Proceedings of the 2011 Conference on Intelligent Data Understanding, 2011
Proceedings of the 2011 Conference on Intelligent Data Understanding, 2011
Proceedings of the 2011 Conference on Intelligent Data Understanding, 2011
Proceedings of the 2011 Conference on Intelligent Data Understanding, 2011
2010
An Integrative Multi-Network and Multi-Classifier Approach to Predict Genetic Interactions.
PLoS Comput. Biol., 2010
Subspace Differential Coexpression Analysis: Problem Definition and a General Approach.
Proceedings of the Biocomputing 2010: Proceedings of the Pacific Symposium, 2010
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the 6th Cyber Security and Information Intelligence Research Workshop, 2010
A Knowledge Discovery Strategy for Relating Sea Surface Temperatures to Frequencies of Tropical Storms and Generating Predictions of Hurricanes Under 21st-century Global Warming Scenarios.
Proceedings of the 2010 Conference on Intelligent Data Understanding, 2010
Proceedings of the 2010 Conference on Intelligent Data Understanding, 2010
Integrative Biomarker Discovery for Breast Cancer Metastasis from Gene Expression and Protein Interaction Data Using Error-tolerant Pattern Mining.
Proceedings of the ISCA 2nd International Conference on Bioinformatics and Computational Biology, 2010
Identification of co-occurring insertions in cancer genomes using association analysis.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010
2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
Incorporating functional inter-relationships into protein function prediction algorithms.
BMC Bioinform., 2009
Proceedings of the SIAM International Conference on Data Mining, 2009
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009
Proceedings of the 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, 2009
Proceedings of the Bioinformatics and Computational Biology, 2009
Proceedings of the Scientific Data Management - Challenges, Technology, and Deployment., 2009
2008
Bioinform., 2008
Proceedings of the SIAM International Conference on Data Mining, 2008
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008
Proceedings of the Next Generation of Data Mining., 2008
2007
Proceedings of the Handbook of Parallel Computing - Models, Algorithms and Applications., 2007
Knowl. Inf. Syst., 2007
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007
Association analysis-based transformations for protein interaction networks: a function prediction case study.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
DDDAS/ITR: A Data Mining and Exploration Middleware for Grid and Distributed Computing.
Proceedings of the Computational Science, 2007
High Performance Data Mining - Application for Discovery of Patterns in the Global Climate System.
Proceedings of the High Performance Computing, 2007
2006
Privacy leakage in multi-relational databases: a semi-supervised learning perspective.
VLDB J., 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
Proceedings of the 6th International Conference on Web Engineering, 2006
2005
IEEE Trans. Knowl. Data Eng., 2005
Proceedings of the 14th international conference on World Wide Web, 2005
Identification of Functional Modules in Protein Complexes via Hyperclique Pattern Discovery.
Proceedings of the Biocomputing 2005, 2005
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005
Privacy leakage in multi-relational databases via pattern based semi-supervised learning.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005
Proceedings of the AMIA 2005, 2005
2004
Proceedings of the Fourth SIAM International Conference on Data Mining, 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
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004
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
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004
2003
Predicting the Performance of Randomized Parallel Search: An Application to Robot Motion Planning.
J. Intell. Robotic Syst., 2003
Proceedings of the Twelfth International World Wide Web Conference - Posters, 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 Third SIAM International Conference on Data Mining, 2003
Finding Clusters of Different Sizes, Shapes, and Densities in Noisy, High Dimensional Data.
Proceedings of the Third SIAM International Conference on Data Mining, 2003
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003
Mining Strong Affinity Association Patterns in Data Sets with Skewed Support Distribution.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003
Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2003
Finding Topics in Collections of Documents: A Shared Nearest Neighbor Approach.
Proceedings of the Clustering and Information Retrieval, 2003
2002
Data Min. Knowl. Discov., 2002
Concurr. Comput. Pract. Exp., 2002
Expert agreement and content based reranking in a meta search environment using Mearf.
Proceedings of the Eleventh International World Wide Web Conference, 2002
Proceedings of the High Performance Computing for Computational Science, 2002
Predicting Rare Classes: Comparing Two-Phase Rule Induction to Cost-Sensitive Boosting.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002
2001
Wavefront Diffusion and LMSR: Algorithms for Dynamic Repartitioning of Adaptive Meshes.
IEEE Trans. Parallel Distributed Syst., 2001
J. Parallel Distributed Comput., 2001
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001
Proceedings of the Knowledge Discovery and Data Mining, 2001
Evaluating Boosting Algorithms to Classify Rare Classes: Comparison and Improvements.
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001
Proceedings of the Computational Science - ICCS 2001, 2001
Proceedings of the 2001 IEEE International Conference on Cluster Computing (CLUSTER 2001), 2001
2000
IEEE Trans. Knowl. Data Eng., 2000
Report from the Workshop on Distributed and Parallel Knowledge Discovery, ACM SIGKDD-2000.
SIGKDD Explor., 2000
Proceedings of the Proceedings Supercomputing 2000, 2000
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000
Proceedings of the Tutorial notes of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000
Proceedings of the Parallel and Distributed Processing, 2000
Proceedings of the 9th Heterogeneous Computing Workshop, 2000
Parallel Multilevel Algorithms for Multi-constraint Graph Partitioning (Distinguished Paper).
Proceedings of the Euro-Par 2000, Parallel Processing, 6th International Euro-Par Conference, Munich, Germany, August 29, 2000
Proceedings of the Euro-Par 2000, Parallel Processing, 6th International Euro-Par Conference, Munich, Germany, August 29, 2000
1999
IEEE Trans. Very Large Scale Integr. Syst., 1999
IEEE Trans. Knowl. Data Eng., 1999
SIAM Rev., 1999
Decis. Support Syst., 1999
Data Min. Knowl. Discov., 1999
Artif. Intell. Rev., 1999
Proceedings of the ACM/IEEE Conference on Supercomputing, 1999
Dynamic Repartitioning of Adaptively Refined Meshes.
Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999
PSPASES: An Efficient and Scalable Parallel Sparse Direct Solver.
Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999
Proceedings of the Large-Scale Parallel Data Mining, 1999
Multi-Capacity Bin Packing Algorithms with Applications to Job Scheduling under Multiple Constraints.
Proceedings of the International Conference on Parallel Processing 1999, 1999
Proceedings of the Euro-Par '99 Parallel Processing, 5th International Euro-Par Conference, Toulouse, France, August 31, 1999
1998
Declustering and Load-Balancing Methods for Parallelizing Geographic Information Systems.
IEEE Trans. Knowl. Data Eng., 1998
SIAM J. Sci. Comput., 1998
SIAM J. Sci. Comput., 1998
Scalable Parallel Formulations of the Barnes-Hut Method for <i>n</i>-Body Simulations.
Parallel Comput., 1998
J. Parallel Distributed Comput., 1998
J. Parallel Distributed Comput., 1998
IEEE Data Eng. Bull., 1998
Proceedings of the Seventeenth Symposium on Reliable Distributed Systems, 1998
Proceedings of the ACM/IEEE Conference on Supercomputing, 1998
Proceedings of the Applied Parallel Computing, 1998
ScalParC: A New Scalable and Efficient Parallel Classification Algorithm for Mining Large Datasets.
Proceedings of the 12th International Parallel Processing Symposium / 9th Symposium on Parallel and Distributed Processing (IPPS/SPDP '98), March 30, 1998
Proceedings of the Second International Conference on Autonomous Agents, 1998
1997
IEEE Trans. Parallel Distributed Syst., 1997
J. Parallel Distributed Comput., 1997
Proceedings of the ACM/IEEE Conference on Supercomputing, 1997
Role of Message-Passing in Performance Oriented Parallel Programming.
Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997
A Coarse-Grain Parallel Formulation of Multilevel k-way Graph Partitioning Algorithm.
Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997
Design and Implementation of a Scalable Parallel Direct Solver for Sparse Symmetric Positive Definite Systems: Preliminary Results.
Proceedings of the Eighth SIAM Conference on Parallel Processing for Scientific Computing, 1997
A high performance two dimensional scalable parallel algorithm for solving sparse triangular systems.
Proceedings of the Fourth International on High-Performance Computing, 1997
Proceedings of the Euro-Par '97 Parallel Processing, 1997
Clustering Based On Association Rule Hypergraphs.
Proceedings of the Workshop on Research Issues on Data Mining and Knowledge Discovery, 1997
Proceedings of the 34st Conference on Design Automation, 1997
1996
Proceedings of the 1996 ACM/IEEE Conference on Supercomputing, 1996
1995
Performance and Scalability of Preconditioned Conjugate Gradient Methods on Parallel Computers.
IEEE Trans. Parallel Distributed Syst., 1995
INFORMS J. Comput., 1995
Proceedings of the Advances in Spatial Databases, 1995
Proceedings of the Proceedings Supercomputing '95, San Diego, CA, USA, December 4-8, 1995, 1995
Parallel Algorithms for Forward and Back Substitution in Direct Solution of Sparse Linear Systems.
Proceedings of the Proceedings Supercomputing '95, San Diego, CA, USA, December 4-8, 1995, 1995
Proceedings of the Proceedings Supercomputing '95, San Diego, CA, USA, December 4-8, 1995, 1995
A Highly Parallel Interior Point Algorithm.
Proceedings of the Seventh SIAM Conference on Parallel Processing for Scientific Computing, 1995
Optimally Scalable Parallel Sparse Cholesky Factorization.
Proceedings of the Seventh SIAM Conference on Parallel Processing for Scientific Computing, 1995
N-Body Simulations Using Message Passsing Parallel Computers.
Proceedings of the Seventh SIAM Conference on Parallel Processing for Scientific Computing, 1995
A parallel Formulation of Informed Randomized Search for Robot Motion Planning Problems.
Proceedings of the 1995 International Conference on Robotics and Automation, 1995
Multilevel Graph Partitioning Schemes.
Proceedings of the 1995 International Conference on Parallel Processing, 1995
1994
A Scalable Parallel Formulation of the Backpropagation Algorithm for Hypercubes and Related Architectures.
IEEE Trans. Parallel Distributed Syst., 1994
IEEE Trans. Parallel Distributed Syst., 1994
J. Parallel Distributed Comput., 1994
Proceedings of the Proceedings Supercomputing '94, 1994
Proceedings of the Proceedings Supercomputing '94, 1994
Proceedings of the Workshop on Parallel Processing of Discrete Optimization Problems, 1994
Introduction to Parallel Computing.
Benjamin/Cummings, ISBN: 0-8053-3170-0, 1994
1993
IEEE Trans. Parallel Distributed Syst., 1993
IEEE Trans. Parallel Distributed Syst., 1993
J. Parallel Distributed Comput., 1993
IEEE Parallel Distributed Technol. Syst. Appl., 1993
Performance and Scalability of Preconditioned Conjugate Gradient Methods on the CM-5.
Proceedings of the Sixth SIAM Conference on Parallel Processing for Scientific Computing, 1993
Efficient Parallel Mappings of a Dynamic Programming Algorithm: A Summary of Results.
Proceedings of the Seventh International Parallel Processing Symposium, 1993
Proceedings of the 1993 IEEE International Conference on Robotics and Automation, 1993
Proceedings of the 1993 International Conference on Parallel Processing, 1993
1992
Proceedings of the Proceedings Supercomputing '92, 1992
Scalability Analysis of Partitioning Strategies for Finite Element Graphs: A Summary of Results.
Proceedings of the Proceedings Supercomputing '92, 1992
1991
J. Parallel Distributed Comput., 1991
J. Log. Program., 1991
Int. J. Parallel Program., 1991
Proceedings of the Fifth International Parallel Processing Symposium, Proceedings, Anaheim, California, USA, April 30, 1991
Proceedings of the 5th international conference on Supercomputing, 1991
Proceedings of the 9th National Conference on Artificial Intelligence, 1991
1990
Scalability of Parallel Algorithms for the All-Pairs Shortest Path Problem: A Summary of Results.
Proceedings of the 1990 International Conference on Parallel Processing, 1990
1989
Proceedings of the Knowledge Based Computer Systems, 1989
Proceedings of the Computer Design: VLSI in Computers and Processors, 1989
1988
J. Log. Program., 1988
AND-Parallel Execution of Logic Programs on a Shared Memory Multiprocessor: A Summary of Results.
Proceedings of the Logic Programming, 1988
Proceedings of the Foundations of Software Technology and Theoretical Computer Science, 1988
Performance of And-Paralle Execution of Logic Programs on a Shared-Memory Multiprocessor.
Proceedings of the International Conference on Fifth Generation Computer Systems, 1988
Proceedings of the 7th National Conference on Artificial Intelligence, 1988
1987
An Intelligent Backtracking Scheme for Prolog.
Proceedings of the 1987 Symposium on Logic Programming, San Francisco, California, USA, August 31, 1987
Proceedings of the 6th National Conference on Artificial Intelligence. Seattle, 1987
1986
A Parallel Execution Scheme for Exploiting and Parallelism of Logic Programs.
Proceedings of the International Conference on Parallel Processing, 1986
Proceedings of the Third International Conference on Logic Programming, 1986
Proceedings of the Foundations of Software Technology and Theoretical Computer Science, 1986