George Karypis

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material Properties.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

ScatterSample: Diversified Label Sampling for Data Efficient Graph Neural Network Learning.

[BibT_eX]

[DOI]

Proceedings of the Learning on Graphs Conference, 2022

Distributed Hybrid CPU and GPU training for Graph Neural Networks on Billion-Scale Heterogeneous Graphs.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Nimble GNN Embedding with Tensor-Train Decomposition.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

PropInit: Scalable Inductive Initialization for Heterogeneous Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Knowledge Graph, 2022

ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Learning Personalized Item-to-Item Recommendation Metric via Implicit Feedback.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

Meta-learning via Language Model In-context Tuning.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

TempoQR: Temporal Question Reasoning over Knowledge Graphs.

[BibT_eX]

[DOI]

Prasanna Lakkur Subramanyam

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Distributed Hybrid CPU and GPU training for Graph Neural Networks on Billion-Scale Graphs.

[BibT_eX]

[DOI]

CoRR, 2021

TempoQR: Temporal Question Reasoning over Knowledge Graphs.

[BibT_eX]

[DOI]

Prasanna Lakkur Subramanyam

CoRR, 2021

Benchmarking Accuracy and Generalizability of Four Graph Neural Networks Using Large In Vitro ADME Datasets from Different Chemical Spaces.

[BibT_eX]

[DOI]

CoRR, 2021

Scalable Consistency Training for Graph Neural Networks via Self-Ensemble Self-Distillation.

[BibT_eX]

[DOI]

Cole Hawkins

Soji Adeshina

CoRR, 2021

HeMI: Multi-view Embedding in Heterogeneous Graphs.

[BibT_eX]

[DOI]

CoRR, 2021

FaiREO: User Group Fairness for Equality of Opportunity in Course Recommendation.

[BibT_eX]

[DOI]

Maria Kalantzi

CoRR, 2021

Trust your neighbors: A comprehensive survey of neighborhood-based methods for recommender systems.

[BibT_eX]

[DOI]

CoRR, 2021

TraverseNet: Unifying Space and Time in Message Passing.

[BibT_eX]

[DOI]

CoRR, 2021

DGL-LifeSci: An Open-Source Toolkit for Deep Learning on Graphs in Life Science.

[BibT_eX]

[DOI]

CoRR, 2021

An Empirical Comparison of Deep Learning Models for Knowledge Tracing on Large-Scale Dataset.

[BibT_eX]

[DOI]

Balasubramaniam Srinivasan

Jaideep Srivastava

CoRR, 2021

Learning Student Interest Trajectory for MOOCThread Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

Scalable Graph Neural Networks with Deep Graph Library.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

Learning over Families of Sets - Hypergraph Representation Learning for Higher Order Tasks.

[BibT_eX]

[DOI]

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

EX3: Explainable Attribute-aware Item-set Recommendations.

[BibT_eX]

[DOI]

Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

IACN: Influence-Aware and Attention-Based Co-evolutionary Network for Recommendation.

[BibT_eX]

[DOI]

Jaideep Srivastava

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Graph InfoClust: Maximizing Coarse-Grain Mutual Information in Graphs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Universal Representation for Code.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

2nd International Workshop on Industrial Recommendation Systems (IRS).

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Global Neighbor Sampling for Mixed CPU-GPU Training on Giant Graphs.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Evaluating Scholarly Impact: Towards Content-Aware Bibliometrics.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Distiller: A Systematic Study of Model Distillation Methods in Natural Language Processing.

[BibT_eX]

[DOI]

Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing, 2021

Schema-Aware Deep Graph Convolutional Networks for Heterogeneous Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Distant-Supervised Slot-Filling for E-Commerce Queries.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Position-based Hash Embeddings For Scaling Graph Neural Networks.

[BibT_eX]

[DOI]

Maria Kalantzi

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Importance Assessment in Scholarly Networks.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Scientific Document Understanding co-located with 35th AAAI Conference on Artificial Inteligence, 2021

2020

Boosting Item-based Collaborative Filtering via Nearly Uncoupled Random Walks.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2020

Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learning.

[BibT_eX]

[DOI]

CoRR, 2020

COVID-19 Knowledge Graph: Accelerating Information Retrieval and Discovery for Scientific Literature.

[BibT_eX]

[DOI]

Colby Wise

CoRR, 2020

PanRep: Universal node embeddings for heterogeneous graphs.

[BibT_eX]

[DOI]

CoRR, 2020

Few-shot link prediction via graph neural networks for Covid-19 drug-repurposing.

[BibT_eX]

[DOI]

CoRR, 2020

Repurpose Open Data to Discover Therapeutics for COVID-19 using Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Context-aware Non-linear and Neural Attentive Knowledge-based Models for Grade Prediction.

[BibT_eX]

[DOI]

CoRR, 2020

Learning Graph Neural Networks with Deep Graph Library.

[BibT_eX]

[DOI]

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

DGL-KE: Training Knowledge Graph Embeddings at Scale.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

DistDGL: Distributed Graph Neural Network Training for Billion-Scale Graphs.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE/ACM Workshop on Irregular Applications: Architectures and Algorithms, 2020

Scalable Graph Neural Networks with Deep Graph Library.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

GrAPL 2020 Keynote Speaker Deep Graph Library: Overview, Updates, and Future Developments.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

Heterogeneous Molecular Graph Neural Networks for Predicting Molecule Properties.

[BibT_eX]

[DOI]

Zeren Shui

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Learning Student Interest Trajectory for MOOC Thread Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Data Mining Workshops, 2020

CAWA: An Attention-Network for Credit Attribution.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Feature Extraction for Next-Term Prediction of Poor Student Performance.

[BibT_eX]

[DOI]

IEEE Trans. Learn. Technol., 2019

Learning from Sets of Items in Recommender Systems.

[BibT_eX]

[DOI]

F. Maxwell Harper

ACM Trans. Interact. Intell. Syst., 2019

Parallel cosine nearest neighbor graph construction.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2019

Intent term selection and refinement in e-commerce queries.

[BibT_eX]

[DOI]

CoRR, 2019

Sparse Neural Attentive Knowledge-based Models for Grade Prediction.

[BibT_eX]

[DOI]

CoRR, 2019

Feature-based factorized Bilinear Similarity Model for Cold-Start Top-n Item Recommendation.

[BibT_eX]

[DOI]

CoRR, 2019

Will this Course Increase or Decrease Your GPA? Towards Grade-aware Course Recommendation.

[BibT_eX]

[DOI]

CoRR, 2019

Adaptive matrix completion for the users and the items in tail.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

RecWalk: Nearly Uncoupled Random Walks for Top-N Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Personalized diffusions for top-n recommendation.

[BibT_eX]

[DOI]

Dimitris Berberidis

Georgios B. Giannakis

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Causal Inference in Higher Education: Building Better Curriculums.

[BibT_eX]

[DOI]

Prableen Kaur

Proceedings of the Sixth ACM Conference on Learning @ Scale, 2019

A Study on Curriculum Planning and Its Relationship with Graduation GPA and Time To Degree.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019

UPM: Discovering Course Enrollment Sequences Associated with Success.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019

A 2D Parallel Triangle Counting Algorithm for Distributed-Memory Architectures.

[BibT_eX]

[DOI]

Ancy Sarah Tom

Proceedings of the 48th International Conference on Parallel Processing, 2019

Streaming and Batch Algorithms for Truss Decomposition.

[BibT_eX]

[DOI]

Venkata Rohit Jakkula

Proceedings of the First International Conference on Graph Computing, 2019

Structured Dictionary Learning for Energy Disaggregation.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019

Scholars Walk: A Markov Chain Framework for Course Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Educational Data Mining, 2019

A Self Attentive model for Knowledge Tracing.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Educational Data Mining, 2019

Neural Attentive Knowledge-based Model for Grade Prediction.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Educational Data Mining, 2019

Intent Term Weighting in E-commerce Queries.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Document Clustering.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

NSF BIGDATA PI Meeting - Domain-Specific Research Directions and Data Sets.

[BibT_eX]

[DOI]

SIGMOD Rec., 2018

HPC formulations of optimization algorithms for tensor completion.

[BibT_eX]

[DOI]

Jongsoo Park

Parallel Comput., 2018

A virtual memory manager optimized for node-level cooperative multi-tasking in memory constrained systems.

[BibT_eX]

[DOI]

Int. J. High Perform. Comput. Appl., 2018

Scalable Label Propagation for Multi-relational Learning on Tensor Product Graph.

[BibT_eX]

[DOI]

CoRR, 2018

Recent Advances in Recommender Systems: Sets, Local Models, Coverage, and Errors.

[BibT_eX]

[DOI]

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Streaming Tensor Factorization for Infinite Data Sources.

[BibT_eX]

[DOI]

Kejun Huang

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Distributed Representation of Multi-sense Words: A Loss Driven Approach.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Local Latent Space Models for Top-N Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Text Segmentation on Multilabel Documents: A Distant-Supervised Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Feature extraction for classifying students based on their academic performance.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Educational Data Mining, 2018

Scalability and Distribution of Collaborative Recommenders.

[BibT_eX]

[DOI]

Proceedings of the Collaborative Recommendations, 2018

2017

Context-Aware Recommendation-Based Learning Analytics Using Tensor and Coupled Matrix Factorization.

[BibT_eX]

[DOI]

Faisal M. Almutairi

IEEE J. Sel. Top. Signal Process., 2017

Efficient identification of Tanimoto nearest neighbors.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2017

Cumulative Knowledge-based Regression Models for Next-term Grade Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Improving Higher Education: Learning Analytics & Recommender Systems Research.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Sparse Tensor Factorization on Many-Core Processors with High-Bandwidth Memory.

[BibT_eX]

[DOI]

Jongsoo Park

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium, 2017

Constrained Tensor Factorization with Accelerated AO-ADMM.

[BibT_eX]

[DOI]

Alec Beri

Proceedings of the 46th International Conference on Parallel Processing, 2017

Exploring optimizations on shared-memory platforms for parallel triangle counting algorithms.

[BibT_eX]

[DOI]

Midhunchandra Kodiyath

Ibrahim Hur

Fabrizio Petrini

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Truss decomposition on shared-memory parallel systems.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Accelerating the Tucker Decomposition with Compressed Sparse Tensors.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2017: Parallel Processing - 23rd International Conference on Parallel and Distributed Computing, Santiago de Compostela, Spain, August 28, 2017

Enriching Course-Specific Regression Models with Content Features for Grade Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Science and Advanced Analytics, 2017

2016

Accounting for Language Changes Over Time in Document Similarity Search.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2016

Grade prediction with models specific to students and courses.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2016

Predicting Student Performance Using Personalized Analytics.

[BibT_eX]

[DOI]

Computer, 2016

An exploration of optimization algorithms for high performance tensor completion.

[BibT_eX]

[DOI]

Jongsoo Park

Proceedings of the International Conference for High Performance Computing, 2016

Fast Parallel Cosine K-Nearest Neighbor Graph Construction.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Irregular Applications: Architecture and Algorithms, 2016

Domain-Aware Grade Prediction and Top-n Course Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM Conference on Recommender Systems, 2016

Local Item-Item Models For Top-N Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM Conference on Recommender Systems, 2016

Grade Prediction with Course and Student Specific Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

A Medium-Grained Algorithm for Sparse Tensor Factorization.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016

A Parallel Hill-Climbing Refinement Algorithm for Graph Partitioning.

[BibT_eX]

[DOI]

Proceedings of the 45th International Conference on Parallel Processing, 2016

2015

A Comprehensive Survey of Neighborhood-Based Recommendation Methods.

[BibT_eX]

[DOI]

Proceedings of the Recommender Systems Handbook, 2015

Algorithms for Mining the Coevolving Relational Motifs in Dynamic Networks.

[BibT_eX]

[DOI]

Rezwan Ahmed

ACM Trans. Knowl. Discov. Data, 2015

User-Specific Feature-Based Similarity Models for Top-n Recommendation of New Items.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2015

Evaluation of connected-component labeling algorithms for distributed-memory systems.

[BibT_eX]

[DOI]

Chandrika Kamath

Parallel Comput., 2015

Multi-threaded modularity based graph clustering using the multilevel paradigm.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2015

Feature-based factorized Bilinear Similarity Model for Cold-Start Top-n Item Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Tensor-matrix products with a compressed sparse tensor.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Irregular Applications - Architectures and Algorithms, 2015

Improving graph partitioning for modern graphs and architectures.

[BibT_eX]

[DOI]

Md. Mostofa Ali Patwary

Proceedings of the 5th Workshop on Irregular Applications - Architectures and Algorithms, 2015

PL2AP: fast parallel cosine similarity search.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Irregular Applications - Architectures and Algorithms, 2015

A Memory Management System Optimized for BDMPI's Memory and Execution Model.

[BibT_eX]

[DOI]

Proceedings of the 22nd European MPI Users' Group Meeting, 2015

Recent Advances in Recommender Systems and Future Directions.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Machine Intelligence, 2015

Collaborative multi-regression models for predicting students' performance in course activities.

[BibT_eX]

[DOI]

R. Scott Studham

Proceedings of the Fifth International Conference on Learning Analytics And Knowledge, 2015

SPLATT: Efficient and Parallel Sparse Tensor-Matrix Multiplication.

[BibT_eX]

[DOI]

Niranjay Ravindran

Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium, 2015

Understanding computer usage evolution.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Efficient Nested Dissection for Multicore Architectures.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2015: Parallel Processing, 2015

L2Knng: Fast Exact K-Nearest Neighbor Graph Construction with L2-Norm Pruning.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

MPI for Big Data: New tricks for an old dog.

[BibT_eX]

[DOI]

Parallel Comput., 2014

HOSLIM: Higher-Order Sparse LInear Method for Top-N Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

NLMF: NonLinear Matrix Factorization Methods for Top-N Recommender Systems.

[BibT_eX]

[DOI]

Santosh Kabbur

Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

L2AP: Fast cosine similarity search with prefix L-2 norm bounds.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Welcome from DSAA 2014 chairs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

Opportunities for data-driven cloud-based mobile optimization.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Conference on Collaboration Technologies and Systems, 2014

Signaling adverse drug reactions with novel feature-based similarity model.

[BibT_eX]

[DOI]

Fan Yang

Xiaohui Yu

Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

Memory-efficient parallel computation of tensor and matrix products for big tensor decomposition.

[BibT_eX]

[DOI]

Niranjay Ravindran

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

Big Data Frequent Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the Frequent Pattern Mining, 2014

2013

A novel two-box search paradigm for query disambiguation.

[BibT_eX]

[DOI]

World Wide Web, 2013

Pareto Optimal Pairwise Sequence Alignment.

[BibT_eX]

[DOI]

Kevin W. DeRonne

IEEE ACM Trans. Comput. Biol. Bioinform., 2013

A segment-based approach to clustering multi-topic documents.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2013

BDMPI: conquering BigData with small clusters using MPI.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Workshop on Data-Intensive Scalable Computing Systems, 2013

AREM: A Novel Associative Regression Model Based on EM Algorithm.

[BibT_eX]

[DOI]

Zhonghua Jiang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

FISM: factored item similarity models for top-N recommender systems.

[BibT_eX]

[DOI]

Santosh Kabbur

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Multi-threaded Graph Partitioning.

[BibT_eX]

[DOI]

Dominique Lasalle

Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013

A Versatile Graph-Based Approach to Package Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

Document Clustering: The Next Frontier.

[BibT_eX]

Proceedings of the Data Clustering: Algorithms and Applications, 2013

2012

Computational tools for protein-DNA interactions.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2012

Algorithms for mining the evolution of conserved relational states in dynamic networks.

[BibT_eX]

[DOI]

Rezwan Ahmed

Knowl. Inf. Syst., 2012

Improved Machine Learning Models for Predicting Selective Compounds.

[BibT_eX]

[DOI]

Michael A. Walters

J. Chem. Inf. Model., 2012

Multi-view learning via probabilistic latent semantic analysis.

[BibT_eX]

[DOI]

Inf. Sci., 2012

Sparse linear methods with side information for Top-N recommendations.

[BibT_eX]

[DOI]

Proceedings of the 21st World Wide Web Conference, 2012

Topic Modeling for Segment-based Documents.

[BibT_eX]

[DOI]

Giovanni Ponti

Proceedings of the Twentieth Italian Symposium on Advanced Database Systems, 2012

Fast and Effective Lossy Compression Algorithms for Scientific Datasets.

[BibT_eX]

[DOI]

Chandrika Kamath

Proceedings of the Euro-Par 2012 Parallel Processing - 18th International Conference, 2012

2011

A Comprehensive Survey of Neighborhood-based Recommendation Methods.

[BibT_eX]

[DOI]

Proceedings of the Recommender Systems Handbook, 2011

METIS and ParMETIS.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Parallel Computing, 2011

SLIM: Sparse Linear Methods for Top-N Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

A Statistical Model for Topically Segmented Documents.

[BibT_eX]

[DOI]

Giovanni Ponti

Proceedings of the Discovery Science - 14th International Conference, 2011

Automatic detection of vaccine adverse reactions by incorporating historical medical conditions.

[BibT_eX]

[DOI]

Zhonghua Jiang

Proceedings of the ACM International Conference on Bioinformatics, 2011

2010

Trends in Chemical Graph Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Managing and Mining Graph Data, 2010

Document Clustering.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Machine Learning, 2010

Multi-task Learning for Recommender System.

[BibT_eX]

[DOI]

Proceedings of the 2nd Asian Conference on Machine Learning, 2010

Assessing Synthetic Accessibility of Chemical Compounds Using Machine Learning Methods.

[BibT_eX]

[DOI]

Yevgeniy Podolyan

Michael A. Walters

J. Chem. Inf. Model., 2010

Toptmh: Topology Predictor for transmembrane alpha-helices.

[BibT_eX]

[DOI]

Rezwan Ahmed

J. Bioinform. Comput. Biol., 2010

A Novel Approach to Compute Similarities and Its Application to Item Recommendation.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

Enhancing link-based similarity through the use of non-numerical labels and prior information.

[BibT_eX]

[DOI]

Proceedings of the Eighth Workshop on Mining and Learning with Graphs, 2010

Message from the workshop chairs.

[BibT_eX]

[DOI]

Srinivas Aluru

David A. Bader

Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Content-Based Methods for Predicting Web-Site Demographic Attributes.

[BibT_eX]

[DOI]

Santosh Kabbur

Proceedings of the ICDM 2010, 2010

2009

Document Clustering.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Target Fishing for Chemical Compounds Using Target-Ligand Activity Data and Ranking Based Methods.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2009

Common Pharmacophore Identification Using Frequent Clique Detection Algorithm.

[BibT_eX]

[DOI]

Yevgeniy Podolyan

J. Chem. Inf. Model., 2009

Multi-Assay-Based Structure-Activity Relationship Models: Improving Structure-Activity Relationship Models by Incorporating Activity Information from Related Targets.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2009

CONTOUR: an efficient algorithm for discovering discriminating subsequences.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2009

svmPRAT: SVM-based Protein Residue Annotation Toolkit.

[BibT_eX]

[DOI]

BMC Bioinform., 2009

LIBRUS: combined machine learning and homology information for sequence-based ligand-binding residue prediction.

[BibT_eX]

[DOI]

Bioinform., 2009

Within-Network Classification Using Local Structure Similarity.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

A Kernel Framework for Protein Residue Annotation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Scientific Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the Scientific Data Management - Challenges, Technology, and Deployment., 2009

2008

Introduction to special issue on bioinformatics.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2008

Learning preferences of new users in recommender systems: an information theoretic approach.

[BibT_eX]

[DOI]

Al Mamunur Rashid

John Riedl

SIGKDD Explor., 2008

Comparison of descriptor spaces for chemical compound retrieval and classification.

[BibT_eX]

[DOI]

Ian A. Watson

Knowl. Inf. Syst., 2008

Indirect Similarity Based Methods for Effective Scaffold-Hopping in Chemical Compounds.

[BibT_eX]

[DOI]

Ian A. Watson

J. Chem. Inf. Model., 2008

An Analysis of Information Content Present in Protein-DNA Interactions.

[BibT_eX]

[DOI]

Proceedings of the Biocomputing 2008, 2008

The Set Classification Problem and Solution Methods.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Architecture Aware Partitioning Algorithms.

[BibT_eX]

[DOI]

Irene Moulitsas

Proceedings of the Algorithms and Architectures for Parallel Processing, 2008

Genome Alignments Using MPI-LAGAN.

[BibT_eX]

[DOI]

Ruinan Zhang

Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008

fRMSDAlign: Protein Sequence Alignment Using Predicted Local Structure Information for Pairs with Low Sequence Identity.

[BibT_eX]

[DOI]

Proceedings of the 6th Asia-Pacific Bioinformatics Conference, 2008

2007

Out-of-core coherent closed quasi-clique mining from large dense graph databases.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2007

Clustering methodologies for identifying country core competencies.

[BibT_eX]

[DOI]

J. Inf. Sci., 2007

Effective Optimization Algorithms for Fragment-Assembly Based protein Structure Prediction.

[BibT_eX]

[DOI]

Kevin W. DeRonne

J. Bioinform. Comput. Biol., 2007

Discovering frequent geometric subgraphs.

[BibT_eX]

[DOI]

Inf. Syst., 2007

Incremental window-based protein sequence alignment algorithms.

[BibT_eX]

[DOI]

Bioinform., 2007

Data Mining in Bioinformatics (BIOKDD).

[BibT_eX]

[DOI]

Mohammed J. Zaki

Jiong Yang

Algorithms Mol. Biol., 2007

Discriminating Subsequence Discovery for Sequence Clustering.

[BibT_eX]

[DOI]

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

A Multi-Level Parallel Implementation of a Program for Finding Frequent Patterns in a Large Sparse Graph.

[BibT_eX]

[DOI]

Steven P. Reinhardt

Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

2006

On Mining Instance-Centric Classification Rules.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

Multiobjective hypergraph-partitioning algorithms for cut and maximum subdomain-degree minimization.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2006

BIOKDD06: data mining in Bioinformatics.

[BibT_eX]

[DOI]

Mohammed J. Zaki

Jiong Yang

SIGKDD Explor., 2006

On efficiently summarizing categorical databases.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2006

Building multiclass classifiers for remote homology detection and fold recognition.

[BibT_eX]

[DOI]

BMC Bioinform., 2006

Coherent closed quasi-clique discovery from large dense graph databases.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Towards a Scalable k NN CF Algorithm: Exploring Effective Applications of Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Web Mining and Web Usage Analysis, 2006

Multilevel algorithms for partitioning power-law graphs.

[BibT_eX]

[DOI]

Amine Abou-Rjeili

Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

Comparison of Descriptor Spaces for Chemical Compound Retrieval and Classification.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Partitioning and Load Balancing for Emerging Parallel Applications and Architectures.

[BibT_eX]

[DOI]

Karen D. Devine

Erik G. Boman

Proceedings of the Parallel Processing for Scientific Computing, 2006

Criterion Functions for Clustering on High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the Grouping Multidimensional Data - Recent Advances in Clustering, 2006

2005

Frequent Substructure-Based Approaches for Classifying Chemical Compounds.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2005

Prediction of Contact Maps Using Support Vector Machines.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2005

Gene Classification Using Expression Profiles: A Feasibility Study.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2005

Hierarchical Clustering Algorithms for Document Datasets.

[BibT_eX]

[DOI]

Usama M. Fayyad

Data Min. Knowl. Discov., 2005

Finding Frequent Patterns Using Length-Decreasing Support Constraints.

[BibT_eX]

[DOI]

Masakazu Seno

Data Min. Knowl. Discov., 2005

Finding Frequent Patterns in a Large Sparse Graph*.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2005

Profile-based direct kernels for remote homology detection and fold recognition.

[BibT_eX]

[DOI]

Bioinform., 2005

Topic-driven Clustering for Document Datasets.

[BibT_eX]

[DOI]

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

HARMONY: Efficiently Mining the Best Rules for Classification.

[BibT_eX]

[DOI]

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Influence in Ratings-Based Recommender Systems: An Algorithm-Independent Approach.

[BibT_eX]

[DOI]

Al Mamunur Rashid

John Riedl

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Effective Document Clustering for Large Heterogeneous Law Firm Collections.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Artificial Intelligence and Law, 2005

Feature-based recommendation system.

[BibT_eX]

[DOI]

Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

Feature Mining for Prediction of Degree of Liver Fibrosis.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2005, 2005

Mining Chemical Compounds.

[BibT_eX]

Proceedings of the Data Mining in Bioinformatics, 2005

2004

Selective Markov models for predicting Web page accesses.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., 2004

Item-based top-N recommendation algorithms.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2004

An Efficient Algorithm for Discovering Frequent Subgraphs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2004

Parallel tree-projection-based sequence mining algorithms.

[BibT_eX]

[DOI]

Parallel Comput., 2004

Empirical and Theoretical Comparisons of Selected Criterion Functions for Document Clustering.

[BibT_eX]

[DOI]

Mach. Learn., 2004

BAMBOO: Accelerating Closed Itemset Mining by Deeply Pushing the Length-Decreasing Support Constraint.

[BibT_eX]

[DOI]

Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

Finding Frequent Patterns in a Large Sparse Graph.

[BibT_eX]

[DOI]

Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

Efficient closed pattern mining in the presence of tough block constraints.

[BibT_eX]

[DOI]

Krishna Gade

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

SUMMARY: Efficiently Summarizing Transactions for Clustering.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

GREW-A Scalable Frequent Subgraph Discovery Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Multi-resource aware partitioning algorithms for FPGAs with heterogeneous resources.

[BibT_eX]

[DOI]

Abhishek Ranjan

Salil Raje

Proceedings of the ACM/SIGDA 12th International Symposium on Field Programmable Gate Arrays, 2004

Soft clustering criterion functions for partitional document clustering: a summary of results.

[BibT_eX]

[DOI]

Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

2003

Predicting the Performance of Randomized Parallel Search: An Application to Robot Motion Planning.

[BibT_eX]

[DOI]

J. Intell. Robotic Syst., 2003

Perimeter-degree: a priori metric for directly measuring and homogenizing interconnection complexity in multilevel placement.

[BibT_eX]

[DOI]

Phiroze N. Parakh

Proceedings of the 5th International Workshop on System-Level Interconnect Prediction (SLIP 2003), 2003

Multi-Constraint Mesh Partitioning for Contact/Impact Computations.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE SC2003 Conference on High Performance Networking and Computing, 2003

Frequent Sub-Structure-Based Approaches for Classifying Chemical Compounds.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Multi.Objective Hypergraph Partitioning Algorithms for Cut and Maximum Subdomain Degree Minimization.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Conference on Computer-Aided Design, 2003

Intelligent metasearch engine for knowledge management.

[BibT_eX]

[DOI]

Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003

2002

Parallel static and dynamic multi-constraint graph partitioning.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2002

Expert agreement and content based reranking in a meta search environment using Mearf.

[BibT_eX]

[DOI]

B. Uygar Oztekin

Proceedings of the Eleventh International World Wide Web Conference, 2002

Evaluation of Techniques for Classifying Biological Sequences.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2002

Automated Approaches for Classifying Structures.

[BibT_eX]

[DOI]

Proceedings of the 2nd ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2002), 2002

Improve Precategorized Collection Retrieval by Using Supervised Term Weighting Schemes.

[BibT_eX]

[DOI]

Proceedings of the 2002 International Symposium on Information Technology (ITCC 2002), 2002

A polynomial time approximation scheme for rectilinear Steiner minimum tree construction in the presence of obstacles.

[BibT_eX]

[DOI]

Proceedings of the 2002 9th IEEE International Conference on Electronics, 2002

SLPMiner: An Algorithm for Finding Frequent Sequential Patterns Using Length-Decreasing Support Constraint.

[BibT_eX]

[DOI]

Masakazu Seno

Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Multi-objective circuit partitioning for cutsize and path-based delay minimization.

[BibT_eX]

[DOI]

Cristinel Ababei

Kia Bazargan

Proceedings of the 2002 IEEE/ACM International Conference on Computer-aided Design, 2002

Evaluation of hierarchical clustering algorithms for document datasets.

[BibT_eX]

[DOI]

Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

Using conjunction of attribute values for classification.

[BibT_eX]

[DOI]

Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

2001

Wavefront Diffusion and LMSR: Algorithms for Dynamic Repartitioning of Adaptive Meshes.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2001

Privacy Risks in Recommender Systems.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2001

When being Weak is Brave: Privacy in Recommender Systems

[BibT_eX]

[DOI]

CoRR, 2001

Item-based collaborative filtering recommendation algorithms.

[BibT_eX]

[DOI]

Proceedings of the Tenth International World Wide Web Conference, 2001

Multilevel algorithms for generating coarse grids for multigrid methods.

[BibT_eX]

[DOI]

Irene Moulitsas

Proceedings of the 2001 ACM/IEEE conference on Supercomputing, 2001

Text Categorization Using Weight Adjusted k-Nearest Neighbor Classification.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery and Data Mining, 2001

A scalable algorithm for clustering protein sequences.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2001), 2001

LPMiner: An Algorithm for Finding Frequent Itemsets Using Length-Decreasing Support Constraint.

[BibT_eX]

[DOI]

Masakazu Seno

Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001

Frequent Subgraph Discovery.

[BibT_eX]

[DOI]

Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001

A Scalable Algorithm for Clustering Sequential Data.

[BibT_eX]

[DOI]

Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001

Parallel Tree Projection Algorithm for Sequence Mining.

[BibT_eX]

[DOI]

Nivea Garg

Proceedings of the Euro-Par 2001: Parallel Processing, 2001

Graph Partitioning for Dynamic, Adaptive and Multi-phase Scientific Simulations.

[BibT_eX]

[DOI]

Proceedings of the 2001 IEEE International Conference on Cluster Computing (CLUSTER 2001), 2001

Evaluation of Item-Based Top-N Recommendation Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001

2000

Multilevel k-way Hypergraph Partitioning.

[BibT_eX]

[DOI]

VLSI Design, 2000

Scalable Parallel Data Mining for Association Rules.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2000

Graph partitioning and parallel computing.

[BibT_eX]

[DOI]

Rupak Biswas

Bruce Hendrickson

Parallel Comput., 2000

Analysis of recommendation algorithms for e-commerce.

[BibT_eX]

[DOI]

Proceedings of the 2nd ACM Conference on Electronic Commerce (EC-00), 2000

A Unified Algorithm for Load-balancing Adaptive Scientific Simulations.

[BibT_eX]

[DOI]

Proceedings of the Proceedings Supercomputing 2000, 2000

Centroid-Based Document Classification: Analysis and Experimental Results.

[BibT_eX]

[DOI]

Proceedings of the Principles of Data Mining and Knowledge Discovery, 2000

Graph Partitioning for Dynamic, Adaptive, and Multi-phase Computations.

[BibT_eX]

[DOI]

Proceedings of the Parallel and Distributed Processing, 2000

Load Balancing Across Near-Homogeneous Multi-Resource Servers.

[BibT_eX]

[DOI]

Proceedings of the 9th Heterogeneous Computing Workshop, 2000

Parallel Multilevel Algorithms for Multi-constraint Graph Partitioning (Distinguished Paper).

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2000, Parallel Processing, 6th International Euro-Par Conference, Munich, Germany, August 29, 2000

Memory Management Techniques for Gang Scheduling.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2000, Parallel Processing, 6th International Euro-Par Conference, Munich, Germany, August 29, 2000

Fast Supervised Dimensionality Reduction Algorithm with Applications to Document Categorization & Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, 2000

1999

Multilevel hypergraph partitioning: applications in VLSI domain.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 1999

Parallel Multilevel series k-Way Partitioning Scheme for Irregular Graphs.

[BibT_eX]

[DOI]

SIAM Rev., 1999

Partitioning-based clustering for Web document categorization.

[BibT_eX]

[DOI]

Decis. Support Syst., 1999

Chameleon: Hierarchical Clustering Using Dynamic Modeling.

[BibT_eX]

[DOI]

Computer, 1999

Document Categorization and Query Generation on the World Wide Web Using WebACE.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 1999

Job Scheduling in the presence of Multiple Resource Requirements.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE Conference on Supercomputing, 1999

Dynamic Repartitioning of Adaptively Refined Meshes.

[BibT_eX]

Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999

PSPASES: An Efficient and Scalable Parallel Sparse Direct Solver.

[BibT_eX]

Proceedings of the Ninth SIAM Conference on Parallel Processing for Scientific Computing, 1999

Efficient Parallel Algorithms for Mining Associations.

[BibT_eX]

[DOI]

Proceedings of the Large-Scale Parallel Data Mining, 1999

Multi-Capacity Bin Packing Algorithms with Applications to Job Scheduling under Multiple Constraints.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Parallel Processing 1999, 1999

A New Algorithm for Multi-objective Graph Partitioning.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par '99 Parallel Processing, 5th International Euro-Par Conference, Toulouse, France, August 31, 1999

1998

A Fast and High Quality Multilevel Scheme for Partitioning Irregular Graphs.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 1998

Multilevel k-way Partitioning Scheme for Irregular Graphs.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 1998

A Parallel Algorithm for Multilevel Graph Partitioning and Sparse Matrix Ordering.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 1998

Hypergraph Based Clustering in High-Dimensional Data Sets: A Summary of Results.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 1998

Load Balancing of Dynamic and Adaptive Mesh-Based Computations.

[BibT_eX]

[DOI]

Proceedings of the Seventeenth Symposium on Reliable Distributed Systems, 1998

Multilevel Algorithms for Multi-Constraint Graph Partitioning.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE Conference on Supercomputing, 1998

ScalParC: A New Scalable and Efficient Parallel Classification Algorithm for Mining Large Datasets.

[BibT_eX]

[DOI]

Mahesh V. Joshi

Proceedings of the 12th International Parallel Processing Symposium / 9th Symposium on Parallel and Distributed Processing (IPPS/SPDP '98), March 30, 1998

WebACE: A Web Agent for Document Categorization and Exploration.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Autonomous Agents, 1998

1997

Highly Scalable Parallel Algorithms for Sparse Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 1997

Multilevel Diffusion Schemes for Repartitioning of Adaptive Meshes.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 1997

Parallel Threshold-based ILU Factorization.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE Conference on Supercomputing, 1997

Role of Message-Passing in Performance Oriented Parallel Programming.

[BibT_eX]

Ananth Grama

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.

[BibT_eX]

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.

[BibT_eX]

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.

[BibT_eX]

[DOI]

Proceedings of the Fourth International on High-Performance Computing, 1997

Repartitioning of Adaptive Meshes: Experiments with Multilevel Diffusion.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par '97 Parallel Processing, 1997

Clustering Based On Association Rule Hypergraphs.

[BibT_eX]

Proceedings of the Workshop on Research Issues on Data Mining and Knowledge Discovery, 1997

Multilevel Hypergraph Partitioning: Application in VLSI Domain.

[BibT_eX]

[DOI]

Proceedings of the 34st Conference on Design Automation, 1997

1996

Parallel Multilevel k-way Partitioning Scheme for Irregular Graphs.

[BibT_eX]

[DOI]

Proceedings of the 1996 ACM/IEEE Conference on Supercomputing, 1996

Parallel Multilevel Graph Partitioning.

[BibT_eX]

[DOI]

Proceedings of IPPS '96, 1996

1995

Analysis of Multilevel Graph Partitioning.

[BibT_eX]

[DOI]

Proceedings of the Proceedings Supercomputing '95, San Diego, CA, USA, December 4-8, 1995, 1995

A Highly Parallel Interior Point Algorithm.

[BibT_eX]

Proceedings of the Seventh SIAM Conference on Parallel Processing for Scientific Computing, 1995

Multilevel Graph Partitioning Schemes.

[BibT_eX]

Proceedings of the 1995 International Conference on Parallel Processing, 1995

1994

Unstructured Tree Search on SIMD Parallel Computers.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 1994

A parallel formulation of interior point algorithms.

[BibT_eX]

[DOI]

Proceedings of the Proceedings Supercomputing '94, 1994

Experiences with a Parallel Formulation of an Interior Point Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Parallel Processing of Discrete Optimization Problems, 1994

Introduction to Parallel Computing.

[BibT_eX]

Benjamin/Cummings, ISBN: 0-8053-3170-0, 1994

1993

Efficient Parallel Mappings of a Dynamic Programming Algorithm: A Summary of Results.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Parallel Processing Symposium, 1993

1992

Unstructured Tree Search on SIMD Parallel Computers: A Summary of Results.

[BibT_eX]

[DOI]