2009 |
123 | EE | Huzefa Rangwala,
Christopher Kauffman,
George Karypis:
A Kernel Framework for Protein Residue Annotation.
PAKDD 2009: 439-451 |
122 | EE | Jianyong Wang,
Yuzhou Zhang,
Lizhu Zhou,
George Karypis,
Charu C. Aggarwal:
CONTOUR: an efficient algorithm for discovering discriminating subsequences.
Data Min. Knowl. Discov. 18(1): 1-29 (2009) |
2008 |
121 | EE | Huzefa Rangwala,
George Karypis:
fRMSDAlign: Protein Sequence Alignment Using Predicted Local Structure Information for Pairs with Low Sequence Identity.
APBC 2008: 111-122 |
120 | EE | Rezwan Ahmed,
Huzefa Rangwala,
George Karypis:
TOPTMH: Topology Predictor for Transmembrane alpha-Helices.
ECML/PKDD (1) 2008: 23-38 |
119 | EE | Irene Moulitsas,
George Karypis:
Architecture Aware Partitioning Algorithms.
ICA3PP 2008: 42-53 |
118 | EE | Xia Ning,
George Karypis:
The Set Classification Problem and Solution Methods.
ICDM Workshops 2008: 720-729 |
117 | EE | Christopher Kauffman,
George Karypis:
An Analysis of Information Content Present in Protein-DNA Interactions.
Pacific Symposium on Biocomputing 2008: 477-488 |
116 | EE | Nikil Wale,
Ian A. Watson,
George Karypis:
Comparison of descriptor spaces for chemical compound retrieval and classification.
Knowl. Inf. Syst. 14(3): 347-375 (2008) |
115 | EE | Mohammed J. Zaki,
George Karypis,
Jiong Yang,
Wei Wang:
Introduction to special issue on bioinformatics.
TKDD 2(1): (2008) |
2007 |
114 | EE | Steve Reinhardt,
George Karypis:
A Multi-Level Parallel Implementation of a Program for Finding Frequent Patterns in a Large Sparse Graph.
IPDPS 2007: 1-8 |
113 | EE | Jianyong Wang,
Yuzhou Zhang,
Lizhu Zhou,
George Karypis,
Charu C. Aggarwal:
Discriminating Subsequence Discovery for Sequence Clustering.
SDM 2007 |
112 | EE | Zhiping Zeng,
Jianyong Wang,
Lizhu Zhou,
George Karypis:
Out-of-core coherent closed quasi-clique mining from large dense graph databases.
ACM Trans. Database Syst. 32(2): 13 (2007) |
111 | EE | Huzefa Rangwala,
George Karypis:
Incremental window-based protein sequence alignment algorithms.
Bioinformatics 23(2): 17-23 (2007) |
110 | EE | Michihiro Kuramochi,
George Karypis:
Discovering frequent geometric subgraphs.
Inf. Syst. 32(8): 1101-1120 (2007) |
109 | EE | Kevin W. Deronne,
George Karypis:
Effective Optimization Algorithms for Fragment-Assembly Based protein Structure Prediction.
J. Bioinformatics and Computational Biology 5(2a): 335-352 (2007) |
2006 |
108 | EE | Nikil Wale,
George Karypis:
Comparison of Descriptor Spaces for Chemical Compound Retrieval and Classification.
ICDM 2006: 678-689 |
107 | EE | Amine Abou-Rjeili,
George Karypis:
Multilevel algorithms for partitioning power-law graphs.
IPDPS 2006 |
106 | EE | Zhiping Zeng,
Jianyong Wang,
Lizhu Zhou,
George Karypis:
Coherent closed quasi-clique discovery from large dense graph databases.
KDD 2006: 797-802 |
105 | EE | Al Mamunur Rashid,
Shyong K. Lam,
Adam LaPitz,
George Karypis,
John Riedl:
Towards a Scalable k NN CF Algorithm: Exploring Effective Applications of Clustering.
WEBKDD 2006: 147-166 |
104 | EE | Jianyong Wang,
George Karypis:
On Mining Instance-Centric Classification Rules.
IEEE Trans. Knowl. Data Eng. 18(11): 1497-1511 (2006) |
103 | EE | Navaratnasothie Selvakkumaran,
George Karypis:
Multiobjective hypergraph-partitioning algorithms for cut and maximum subdomain-degree minimization.
IEEE Trans. on CAD of Integrated Circuits and Systems 25(3): 504-517 (2006) |
102 | EE | Jianyong Wang,
George Karypis:
On efficiently summarizing categorical databases.
Knowl. Inf. Syst. 9(1): 19-37 (2006) |
101 | EE | Mohammed J. Zaki,
George Karypis,
Jiong Yang:
BIOKDD06: data mining in Bioinformatics.
SIGKDD Explorations 8(2): 78 (2006) |
2005 |
100 | EE | Eui-Hong Han,
George Karypis:
Feature-based recommendation system.
CIKM 2005: 446-452 |
99 | | Jack G. Conrad,
Khalid Al-Kofahi,
Ying Zhao,
George Karypis:
Effective Document Clustering for Large Heterogeneous Law Firm Collections.
ICAIL 2005: 177-187 |
98 | | Jianyong Wang,
George Karypis:
HARMONY: Efficiently Mining the Best Rules for Classification.
SDM 2005 |
97 | | Al Mamunur Rashid,
George Karypis,
John Riedl:
Influence in Ratings-Based Recommender Systems: An Algorithm-Independent Approach.
SDM 2005 |
96 | | Ying Zhao,
George Karypis:
Topic-driven Clustering for Document Datasets.
SDM 2005 |
95 | | Mukund Deshpande,
Michihiro Kuramochi,
George Karypis:
Mining Chemical Compounds.
Data Mining in Bioinformatics 2005: 189-215 |
94 | EE | Huzefa Rangwala,
George Karypis:
Profile-based direct kernels for remote homology detection and fold recognition.
Bioinformatics 21(23): 4239-4247 (2005) |
93 | EE | Ying Zhao,
George Karypis,
Usama M. Fayyad:
Hierarchical Clustering Algorithms for Document Datasets.
Data Min. Knowl. Discov. 10(2): 141-168 (2005) |
92 | EE | Masakazu Seno,
George Karypis:
Finding Frequent Patterns Using Length-Decreasing Support Constraints.
Data Min. Knowl. Discov. 10(3): 197-228 (2005) |
91 | EE | Michihiro Kuramochi,
George Karypis:
Finding Frequent Patterns in a Large Sparse Graph*.
Data Min. Knowl. Discov. 11(3): 243-271 (2005) |
90 | EE | Mukund Deshpande,
Michihiro Kuramochi,
Nikil Wale,
George Karypis:
Frequent Substructure-Based Approaches for Classifying Chemical Compounds.
IEEE Trans. Knowl. Data Eng. 17(8): 1036-1050 (2005) |
89 | EE | Michihiro Kuramochi,
George Karypis:
Gene Classification Using Expression Profiles: A Feasibility Study.
International Journal on Artificial Intelligence Tools 14(4): 641-660 (2005) |
88 | EE | Ying Zhao,
George Karypis:
Prediction of Contact Maps Using Support Vector Machines.
International Journal on Artificial Intelligence Tools 14(5): 849-866 (2005) |
2004 |
87 | EE | Ying Zhao,
George Karypis:
Soft clustering criterion functions for partitional document clustering: a summary of results.
CIKM 2004: 246-247 |
86 | EE | Navaratnasothie Selvakkumaran,
Abhishek Ranjan,
Salil Raje,
George Karypis:
Multi-resource aware partitioning algorithms for FPGAs with heterogeneous resources.
DAC 2004: 741-746 |
85 | EE | Navaratnasothie Selvakkumaran,
Abhishek Ranjan,
Salil Raje,
George Karypis:
Multi-resource aware partitioning algorithms for FPGAs with heterogeneous resources.
FPGA 2004: 253 |
84 | EE | Jianyong Wang,
George Karypis:
SUMMARY: Efficiently Summarizing Transactions for Clustering.
ICDM 2004: 241-248 |
83 | EE | Michihiro Kuramochi,
George Karypis:
GREW-A Scalable Frequent Subgraph Discovery Algorithm.
ICDM 2004: 439-442 |
82 | EE | Krishna Gade,
Jianyong Wang,
George Karypis:
Efficient closed pattern mining in the presence of tough block constraints.
KDD 2004: 138-147 |
81 | EE | Jianyong Wang,
George Karypis:
BAMBOO: Accelerating Closed Itemset Mining by Deeply Pushing the Length-Decreasing Support Constraint.
SDM 2004 |
80 | EE | Michihiro Kuramochi,
George Karypis:
Finding Frequent Patterns in a Large Sparse Graph.
SDM 2004 |
79 | EE | Mukund Deshpande,
George Karypis:
Item-based top-N recommendation algorithms.
ACM Trans. Inf. Syst. 22(1): 143-177 (2004) |
78 | EE | Mukund Deshpande,
George Karypis:
Selective Markov models for predicting Web page accesses.
ACM Trans. Internet Techn. 4(2): 163-184 (2004) |
77 | EE | Michihiro Kuramochi,
George Karypis:
An Efficient Algorithm for Discovering Frequent Subgraphs.
IEEE Trans. Knowl. Data Eng. 16(9): 1038-1051 (2004) |
76 | EE | Ying Zhao,
George Karypis:
Empirical and Theoretical Comparisons of Selected Criterion Functions for Document Clustering.
Machine Learning 55(3): 311-331 (2004) |
75 | EE | Valerie Guralnik,
George Karypis:
Parallel tree-projection-based sequence mining algorithms.
Parallel Computing 30(4): 443-472 (2004) |
2003 |
74 | EE | Ying Zhao,
George Karypis:
Prediction of Contact Maps Using Support Vector Machines.
BIBE 2003: 26- |
73 | EE | Eui-Hong Han,
George Karypis,
Doug Mewhort,
Keith Hatchard:
Intelligent metasearch engine for knowledge management.
CIKM 2003: 492-495 |
72 | EE | Navaratnasothie Selvakkumaran,
George Karypis:
Multi.Objective Hypergraph Partitioning Algorithms for Cut and Maximum Subdomain Degree Minimization.
ICCAD 2003: 726-733 |
71 | EE | Mukund Deshpande,
Michihiro Kuramochi,
George Karypis:
Frequent Sub-Structure-Based Approaches for Classifying Chemical Compounds.
ICDM 2003: 35-42 |
70 | EE | George Karypis:
Multi-Constraint Mesh Partitioning for Contact/Impact Computations.
SC 2003: 56 |
69 | EE | Navaratnasothie Selvakkumaran,
Phiroze N. Parakh,
George Karypis:
Perimeter-degree: a priori metric for directly measuring and homogenizing interconnection complexity in multilevel placement.
SLIP 2003: 53-59 |
68 | EE | Daniel J. Challou,
Maria L. Gini,
Vipin Kumar,
George Karypis:
Predicting the Performance of Randomized Parallel Search: An Application to Robot Motion Planning.
Journal of Intelligent and Robotic Systems 38(1): 31-53 (2003) |
2002 |
67 | EE | Mukund Deshpande,
Michihiro Kuramochi,
George Karypis:
Automated Approaches for Classifying Structures.
BIOKDD 2002: 11-18 |
66 | EE | Mukund Deshpande,
George Karypis:
Using conjunction of attribute values for classification.
CIKM 2002: 356-364 |
65 | EE | Ying Zhao,
George Karypis:
Evaluation of hierarchical clustering algorithms for document datasets.
CIKM 2002: 515-524 |
64 | EE | Cristinel Ababei,
Navaratnasothie Selvakkumaran,
Kia Bazargan,
George Karypis:
Multi-objective circuit partitioning for cutsize and path-based delay minimization.
ICCAD 2002: 181-185 |
63 | EE | Michihiro Kuramochi,
George Karypis:
Discovering Frequent Geometric Subgraphs.
ICDM 2002: 258-265 |
62 | EE | Masakazu Seno,
George Karypis:
SLPMiner: An Algorithm for Finding Frequent Sequential Patterns Using Length-Decreasing Support Constraint.
ICDM 2002: 418-425 |
61 | EE | Ying Zhao,
George Karypis:
Improve Precategorized Collection Retrieval by Using Supervised Term Weighting Schemes.
ITCC 2002: 16-21 |
60 | EE | Mukund Deshpande,
George Karypis:
Evaluation of Techniques for Classifying Biological Sequences.
PAKDD 2002: 417-431 |
59 | EE | B. Uygar Oztekin,
George Karypis,
Vipin Kumar:
Expert agreement and content based reranking in a meta search environment using Mearf.
WWW 2002: 333-344 |
58 | | Kirk Schloegel,
George Karypis,
Vipin Kumar:
Parallel static and dynamic multi-constraint graph partitioning.
Concurrency and Computation: Practice and Experience 14(3): 219-240 (2002) |
2001 |
57 | | Michihiro Kuramochi,
George Karypis:
Gene Classification using Expression Profiles: A Feasibility Study.
BIBE 2001: 191-200 |
56 | EE | Valerie Guralnik,
George Karypis:
A scalable algorithm for clustering protein sequences.
BIOKDD 2001: 73-80 |
55 | | George Karypis:
Evaluation of Item-Based Top-N Recommendation Algorithms.
CIKM 2001: 247-254 |
54 | EE | Kirk Schloegel,
George Karypis,
Vipin Kumar:
Graph Partitioning for Dynamic, Adaptive and Multi-phase Scientific Simulations.
CLUSTER 2001: 271-273 |
53 | EE | Valerie Guralnik,
Nivea Garg,
George Karypis:
Parallel Tree Projection Algorithm for Sequence Mining.
Euro-Par 2001: 310-320 |
52 | EE | Valerie Guralnik,
George Karypis:
A Scalable Algorithm for Clustering Sequential Data.
ICDM 2001: 179-186 |
51 | EE | Michihiro Kuramochi,
George Karypis:
Frequent Subgraph Discovery.
ICDM 2001: 313-320 |
50 | EE | Masakazu Seno,
George Karypis:
LPMiner: An Algorithm for Finding Frequent Itemsets Using Length-Decreasing Support Constraint.
ICDM 2001: 505-512 |
49 | EE | Eui-Hong Han,
George Karypis,
Vipin Kumar:
Text Categorization Using Weight Adjusted k-Nearest Neighbor Classification.
PAKDD 2001: 53-65 |
48 | EE | Irene Moulitsas,
George Karypis:
Multilevel algorithms for generating coarse grids for multigrid methods.
SC 2001: 45 |
47 | EE | Badrul M. Sarwar,
George Karypis,
Joseph A. Konstan,
John Riedl:
Item-based collaborative filtering recommendation algorithms.
WWW 2001: 285-295 |
46 | EE | Naren Ramakrishnan,
Benjamin J. Keller,
Batul J. Mirza,
Ananth Grama,
George Karypis:
When being Weak is Brave: Privacy in Recommender Systems
CoRR cs.CG/0105028: (2001) |
45 | EE | Naren Ramakrishnan,
Benjamin J. Keller,
Batul J. Mirza,
Ananth Grama,
George Karypis:
Privacy Risks in Recommender Systems.
IEEE Internet Computing 5(6): 54-62 (2001) |
44 | EE | Kirk Schloegel,
George Karypis,
Vipin Kumar:
Wavefront Diffusion and LMSR: Algorithms for Dynamic Repartitioning of Adaptive Meshes.
IEEE Trans. Parallel Distrib. Syst. 12(5): 451-466 (2001) |
2000 |
43 | EE | Badrul M. Sarwar,
George Karypis,
Joseph A. Konstan,
John Riedl:
Analysis of recommendation algorithms for e-commerce.
ACM Conference on Electronic Commerce 2000: 158-167 |
42 | EE | Eui-Hong Han,
George Karypis:
Fast Supervised Dimensionality Reduction Algorithm with Applications to Document Categorization & Retrieval.
CIKM 2000: 12-19 |
41 | EE | William Leinberger,
George Karypis,
Vipin Kumar:
Memory Management Techniques for Gang Scheduling.
Euro-Par 2000: 252-261 |
40 | EE | Kirk Schloegel,
George Karypis,
Vipin Kumar:
Parallel Multilevel Algorithms for Multi-constraint Graph Partitioning (Distinguished Paper).
Euro-Par 2000: 296-310 |
39 | EE | William Leinberger,
George Karypis,
Vipin Kumar:
Load Balancing Across Near-Homogeneous Multi-Resource Servers.
Heterogeneous Computing Workshop 2000: 60-71 |
38 | EE | Vipin Kumar,
Kirk Schloegel,
George Karypis:
Graph Partitioning for Dynamic, Adaptive, and Multi-phase Computations.
IPDPS Workshops 2000: 476-476 |
37 | EE | Eui-Hong Han,
George Karypis:
Centroid-Based Document Classification: Analysis and Experimental Results.
PKDD 2000: 424-431 |
36 | EE | Kirk Schloegel,
George Karypis,
Vipin Kumar:
A Unified Algorithm for Load-balancing Adaptive Scientific Simulations.
SC 2000 |
35 | EE | Eui-Hong Han,
George Karypis,
Vipin Kumar:
Scalable Parallel Data Mining for Association Rules.
IEEE Trans. Knowl. Data Eng. 12(3): 377-352 (2000) |
34 | | Rupak Biswas,
Bruce Hendrickson,
George Karypis:
Graph partitioning and parallel computing.
Parallel Computing 26(12): 1515-1517 (2000) |
1999 |
33 | EE | George Karypis,
Vipin Kumar:
Multilevel k-way Hypergraph Partitioning.
DAC 1999: 343-348 |
32 | EE | Kirk Schloegel,
George Karypis,
Vipin Kumar:
A New Algorithm for Multi-objective Graph Partitioning.
Euro-Par 1999: 322-331 |
31 | EE | William Leinberger,
George Karypis,
Vipin Kumar:
Multi-Capacity Bin Packing Algorithms with Applications to Job Scheduling under Multiple Constraints.
ICPP 1999: 404-412 |
30 | EE | Mahesh V. Joshi,
Eui-Hong Han,
George Karypis,
Vipin Kumar:
Efficient Parallel Algorithms for Mining Associations.
Large-Scale Parallel Data Mining 1999: 83-126 |
29 | | Kirk Schloegel,
George Karypis,
Vipin Kumar:
Dynamic Repartitioning of Adaptively Refined Meshes.
PPSC 1999 |
28 | | Mahesh V. Joshi,
George Karypis,
Vipin Kumar,
Anshul Gupta,
Fred G. Gustavson:
PSPASES: An Efficient and Scalable Parallel Sparse Direct Solver.
PPSC 1999 |
27 | | Daniel Boley,
Maria L. Gini,
Robert Gross,
Eui-Hong Han,
Kyle Hastings,
George Karypis,
Vipin Kumar,
Bamshad Mobasher,
Jerome Moore:
Document Categorization and Query Generation on the World Wide Web Using WebACE.
Artif. Intell. Rev. 13(5-6): 365-391 (1999) |
26 | | George Karypis,
Eui-Hong Han,
Vipin Kumar:
Chameleon: Hierarchical Clustering Using Dynamic Modeling.
IEEE Computer 32(8): 68-75 (1999) |
25 | EE | George Karypis,
Rajat Aggarwal,
Vipin Kumar,
Shashi Shekhar:
Multilevel hypergraph partitioning: applications in VLSI domain.
IEEE Trans. VLSI Syst. 7(1): 69-79 (1999) |
1998 |
24 | EE | Eui-Hong Han,
Daniel Boley,
Maria L. Gini,
Robert Gross,
Kyle Hastings,
George Karypis,
Vipin Kumar,
Bamshad Mobasher,
Jerome Moore:
WebACE: A Web Agent for Document Categorization and Exploration.
Agents 1998: 408-415 |
23 | EE | Mahesh V. Joshi,
George Karypis,
Vipin Kumar:
ScalParC: A New Scalable and Efficient Parallel Classification Algorithm for Mining Large Datasets.
IPPS/SPDP 1998: 573-579 |
22 | | Kirk Schloegel,
George Karypis,
Vipin Kumar:
Load Balancing of Dynamic and Adaptive Mesh-Based Computations.
SRDS 1998: 311 |
21 | EE | Eui-Hong Han,
George Karypis,
Vipin Kumar,
Bamshad Mobasher:
Hypergraph Based Clustering in High-Dimensional Data Sets: A Summary of Results.
IEEE Data Eng. Bull. 21(1): 15-22 (1998) |
20 | | George Karypis,
Vipin Kumar:
A Parallel Algorithm for Multilevel Graph Partitioning and Sparse Matrix Ordering.
J. Parallel Distrib. Comput. 48(1): 71-95 (1998) |
19 | | George Karypis,
Vipin Kumar:
Multilevel k-way Partitioning Scheme for Irregular Graphs.
J. Parallel Distrib. Comput. 48(1): 96-129 (1998) |
1997 |
18 | EE | George Karypis,
Rajat Aggarwal,
Vipin Kumar,
Shashi Shekhar:
Multilevel Hypergraph Partitioning: Application in VLSI Domain.
DAC 1997: 526-529 |
17 | | Eui-Hong Han,
George Karypis,
Vipin Kumar,
Bamshad Mobasher:
Clustering Based On Association Rule Hypergraphs.
DMKD 1997: 0- |
16 | | Kirk Schloegel,
George Karypis,
Vipin Kumar:
Repartitioning of Adaptive Meshes: Experiments with Multilevel Diffusion.
Euro-Par 1997: 945-949 |
15 | | George Karypis,
Vipin Kumar:
A Coarse-Grain Parallel Formulation of Multilevel k-way Graph Partitioning Algorithm.
PPSC 1997 |
14 | | Anshul Gupta,
Fred G. Gustavson,
Mahesh V. Joshi,
George Karypis,
Vipin Kumar:
Design and Implementation of a Scalable Parallel Direct Solver for Sparse Symmetric Positive Definite Systems: Preliminary Results.
PPSC 1997 |
13 | | Vipin Kumar,
George Karypis,
Ananth Grama:
Role of Message-Passing in Performance Oriented Parallel Programming.
PPSC 1997 |
12 | EE | Eui-Hong Han,
George Karypis,
Vipin Kumar:
Scalable Parallel Data Mining for Association Rules.
SIGMOD Conference 1997: 277-288 |
11 | EE | Anshul Gupta,
George Karypis,
Vipin Kumar:
Highly Scalable Parallel Algorithms for Sparse Matrix Factorization.
IEEE Trans. Parallel Distrib. Syst. 8(5): 502-520 (1997) |
10 | | Kirk Schloegel,
George Karypis,
Vipin Kumar:
Multilevel Diffusion Schemes for Repartitioning of Adaptive Meshes.
J. Parallel Distrib. Comput. 47(2): 109-124 (1997) |
1996 |
9 | EE | George Karypis,
Vipin Kumar:
Parallel Multilevel Graph Partitioning.
IPPS 1996: 314-319 |
1995 |
8 | | George Karypis,
Vipin Kumar:
Multilevel Graph Partitioning Schemes.
ICPP (3) 1995: 113-122 |
7 | | George Karypis,
Anshul Gupta,
Vipin Kumar:
A Highly Parallel Interior Point Algorithm.
PPSC 1995: 110-112 |
6 | EE | George Karypis,
Vipin Kumar:
Analysis of Multilevel Graph Partitioning.
SC 1995 |
1994 |
5 | | Vipin Kumar,
Ananth Grama,
Anshul Gupta,
George Karypis:
Introduction to Parallel Computing.
Benjamin/Cummings 1994 |
4 | EE | George Karypis,
Anshul Gupta,
Vipin Kumar:
A parallel formulation of interior point algorithms.
SC 1994: 204-213 |
3 | EE | George Karypis,
Vipin Kumar:
Unstructured Tree Search on SIMD Parallel Computers.
IEEE Trans. Parallel Distrib. Syst. 5(10): 1057-1072 (1994) |
1993 |
2 | | George Karypis,
Vipin Kumar:
Efficient Parallel Mappings of a Dynamic Programming Algorithm: A Summary of Results.
IPPS 1993: 563-568 |
1992 |
1 | | George Karypis,
Vipin Kumar:
Unstructured Tree Search on SIMD Parallel Computers: A Summary of Results.
SC 1992: 453-462 |