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1

[ACM Press the tenth international conference - Hong Kong, Hong Kong (2001.05.01-2001.05.05)] Proceedings of the tenth international conference on World Wide Web - WWW '01 - Item-based collaborative filtering recommendation algorithms

Sarwar, Badrul, Karypis, George, Konstan, Joseph, Reidl, John

Year:

2001

Language:

english

File:

PDF, 252 KB

english, 2001

2

[IEEE Comput. Soc 2001 IEEE International Conference on Data Mining - San Jose, CA, USA (29 Nov.-2 Dec. 2001)] Proceedings 2001 IEEE International Conference on Data Mining - Frequent subgraph discovery

Kuramochi, M., Karypis, G.

Year:

2001

Language:

english

File:

PDF, 782 KB

english, 2001

3

A Fast and High Quality Multilevel Scheme for Partitioning Irregular Graphs

Karypis, George, Kumar, Vipin

Journal:

SIAM Journal on Scientific Computing

Year:

1998

Language:

english

File:

PDF, 499 KB

english, 1998

4

Parallel Multilevel series k-Way Partitioning Scheme for Irregular Graphs

Karypis, George, Kumar, Vipin

Journal:

Year:

1999

Language:

english

File:

PDF, 371 KB

english, 1999

5

Parallel Multilevel k-Way Partitioning Scheme for Irregular Graphs

George Karypis and Vipin Kumar

Journal:

Year:

1999

Language:

english

File:

PDF, 2.08 MB

english, 1999

6

Introduction to Protein Structure Prediction (Methods and Algorithms) || Prediction of One-Dimensional Structural Properties Of Proteins by Integrated Neural Networks

Rangwala, Huzefa, Karypis, George

Year:

2010

Language:

english

File:

PDF, 850 KB

english, 2010

7

Functional genomics of nectar production in the Brassicaceae

Ricci Bender, Peter Klinkenberg, Zhonghua Jiang, Brittany Bauer, George Karypis, Norah Nguyen, M. Ann D.N. Perera, Basil J. Nikolau, Clay J. Carter

Journal:

Flora - Morphology, Distribution, Functional Ecology of Plants

Year:

2012

Language:

english

File:

PDF, 357 KB

english, 2012

8

Item-based top- N recommendation algorithms

Deshpande, Mukund, Karypis, George

Journal:

ACM Transactions on Information Systems

Year:

2004

Language:

english

File:

PDF, 235 KB

english, 2004

9

[IEEE SC98 - High Performance Networking and Computing Conference - Orlando, FL, USA (1998.11.7-1998.11.13)] Proceedings of the IEEE/ACM SC98 Conference - Multilevel Algorithms for Multi-Constraint Graph Partitioning

Karypis, G., Kumar, V.

Year:

1998

Language:

english

File:

PDF, 364 KB

english, 1998

10

[ACM Press the sixth ACM conference - Dublin, Ireland (2012.09.09-2012.09.13)] Proceedings of the sixth ACM conference on Recommender systems - RecSys '12 - Sparse linear methods with side information for top-n recommendations

Ning, Xia, Karypis, George

Year:

2012

Language:

english

File:

PDF, 647 KB

english, 2012

11

A Parallel Algorithm for Multilevel Graph Partitioning and Sparse Matrix Ordering

George Karypis, Vipin Kumar

Journal:

Journal of Parallel and Distributed Computing

Year:

1998

Language:

english

File:

PDF, 1009 KB

english, 1998

12

Hierarchical Clustering Algorithms for Document Datasets

Ying Zhao, George Karypis, Usama Fayyad

Journal:

Data Mining and Knowledge Discovery

Year:

2005

Language:

english

File:

PDF, 318 KB

english, 2005

13

Empirical and Theoretical Comparisons of Selected Criterion Functions for Document Clustering

Ying Zhao, George Karypis

Journal:

Machine Learning

Year:

2004

Language:

english

File:

PDF, 191 KB

english, 2004

14

Multivariate analysis of cell culture bioprocess data—Lactate consumption as process indicator

Huong Le, Santosh Kabbur, Luciano Pollastrini, Ziran Sun, Keri Mills, Kevin Johnson, George Karypis, Wei-Shou Hu

Journal:

Journal of Biotechnology

Year:

2012

Language:

english

File:

PDF, 3.30 MB

english, 2012

15

An efficient algorithm for discovering frequent subgraphs

M. Kuramochi, G. Karypis

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2004

Language:

english

File:

PDF, 1.10 MB

english, 2004

16

Highly scalable parallel algorithms for sparse matrix factorization

A. Gupta, G. Karypis, V. Kumar

Journal:

IEEE Transactions on Parallel and Distributed Systems

Year:

1997

Language:

english

File:

PDF, 848 KB

english, 1997

17

[IEEE 2011 IEEE 11th International Conference on Data Mining (ICDM) - Vancouver, BC, Canada (2011.12.11-2011.12.14)] 2011 IEEE 11th International Conference on Data Mining - SLIM: Sparse Linear Methods for Top-N Recommender Systems

Ning, Xia, Karypis, George

Year:

2011

Language:

english

File:

PDF, 704 KB

english, 2011

18

[IEEE 34th Design Automation Conference - Anaheim CA (June 9-13, 1997)] Proceedings of the 34th Design Automation Conference - Multilevel Hypergraph Partitioning: Application In Vlsi Domain

Karypis, G., Aggarwal, R., Kumar, V., Shekhar, S.

Year:

1997

Language:

english

File:

PDF, 511 KB

english, 1997

19

Grade prediction with models specific to students and courses

Polyzou, Agoritsa, Karypis, George

Journal:

International Journal of Data Science and Analytics

Year:

2016

Language:

english

File:

PDF, 1.11 MB

english, 2016

20

Multilevelk-way Partitioning Scheme for Irregular Graphs

George Karypis, Vipin Kumar

Journal:

Journal of Parallel and Distributed Computing

Year:

1998

Language:

english

File:

PDF, 1.83 MB

english, 1998

21

Parallel tree-projection-based sequence mining algorithms

Valerie Guralnik, George Karypis

Journal:

Parallel Computing

Year:

2004

Language:

english

File:

PDF, 406 KB

english, 2004

22

Mining manufacturing data for discovery of high productivity process characteristics

Salim Charaniya, Huong Le, Huzefa Rangwala, Keri Mills, Kevin Johnson, George Karypis, Wei-Shou Hu

Journal:

Journal of Biotechnology

Year:

2010

Language:

english

File:

PDF, 2.07 MB

english, 2010

23

Finding Frequent Patterns in a Large Sparse Graph*

Michihiro Kuramochi, George Karypis

Journal:

Data Mining and Knowledge Discovery

Year:

2005

Language:

english

File:

PDF, 877 KB

english, 2005

24

CONTOUR: an efficient algorithm for discovering discriminating subsequences

Jianyong Wang, Yuzhou Zhang, Lizhu Zhou, George Karypis, Charu C. Aggarwal

Journal:

Data Mining and Knowledge Discovery

Year:

2009

Language:

english

File:

PDF, 610 KB

english, 2009

25

Multi-view learning via probabilistic latent semantic analysis

Fuzhen Zhuang, George Karypis, Xia Ning, Qing He, Zhongzhi Shi

Journal:

Information Sciences

Year:

2012

Language:

english

File:

PDF, 315 KB

english, 2012

26

Chameleon: hierarchical clustering using dynamic modeling

Karypis, G., Eui-Hong Han, Kumar, V.

Journal:

Year:

1999

Language:

english

File:

PDF, 1.58 MB

english, 1999

27

Privacy risks in recommender systems

Ramakrishnan, N., Keller, B.J., Mirza, B.J., Grama, A.Y., Karypis, G.

Journal:

IEEE Internet Computing

Year:

2001

Language:

english

File:

PDF, 220 KB

english, 2001

28

[Lecture Notes in Computer Science] Advanced Data Mining and Applications Volume 7713 || Fraud Detection in B2B Platforms Using Data Mining Techniques

Zhou, Shuigeng, Zhang, Songmao, Karypis, George

Year:

2012

Language:

english

File:

PDF, 245 KB

english, 2012

29

[Lecture Notes in Computer Science] Advanced Data Mining and Applications Volume 7713 ||

Zhou, Shuigeng, Zhang, Songmao, Karypis, George

Year:

2012

Language:

english

File:

PDF, 29.32 MB

english, 2012

30

[ACM Press the 2nd ACM conference - Minneapolis, Minnesota, United States (2000.10.17-2000.10.20)] Proceedings of the 2nd ACM conference on Electronic commerce - EC '00 - Analysis of recommendation algorithms for e-commerce

Sarwar, Badrul, Karypis, George, Konstan, Joseph, Riedl, John

Year:

2000

Language:

english

File:

PDF, 280 KB

english, 2000

31

[Lecture Notes in Computer Science] Advanced Data Mining and Applications Volume 7713 || Summarizing Semantic Associations Based on Focused Association Graph

Zhou, Shuigeng, Zhang, Songmao, Karypis, George

Year:

2012

Language:

english

File:

PDF, 864 KB

english, 2012

32

[IEEE 1999 Design Automation Conference - New Orleans, LA, USA (21-25 June 1999)] Proceedings 1999 Design Automation Conference (Cat. No. 99CH36361) - Multilevel k-way hypergraph partitioning

Karypis, G., Kumar, V.

Year:

1999

Language:

english

File:

PDF, 645 KB

english, 1999

33

[ACM Press the tenth international conference - Atlanta, Georgia, USA (2001.10.05-2001.10.10)] Proceedings of the tenth international conference on Information and knowledge management - CIKM'01 - Evaluation of Item-Based Top- N Recommendation Algorithms

Karypis, George

Year:

2001

Language:

english

File:

PDF, 172 KB

english, 2001

34

[Lecture Notes in Computer Science] Advanced Data Mining and Applications Volume 7713 || Stock Price Forecasting with Support Vector Machines Based on Web Financial Information Sentiment Analysis

Zhou, Shuigeng, Zhang, Songmao, Karypis, George

Year:

2012

Language:

english

File:

PDF, 481 KB

english, 2012

35

[ACM Press the 10th international conference - Bologna, Italy (2005.06.06-2005.06.11)] Proceedings of the 10th international conference on Artificial intelligence and law - ICAIL '05 - Effective document clustering for large heterogeneous law firm collections

Conrad, Jack G., Al-Kofahi, Khalid, Zhao, Ying, Karypis, George

Year:

2005

Language:

english

File:

PDF, 505 KB

english, 2005

36

[ACM Press the eleventh international conference - Honolulu, Hawaii, USA (2002.05.07-2002.05.11)] Proceedings of the eleventh international conference on World Wide Web - WWW '02 - Expert agreement and content based reranking in a meta search environment using Mearf

Oztekin, B. Uygar, Karypis, George, Kumar, Vipin

Year:

2002

Language:

english

File:

PDF, 498 KB

english, 2002

37

[ACM Press the 21st international conference companion - Lyon, France (2012.04.16-2012.04.20)] Proceedings of the 21st international conference companion on World Wide Web - WWW '12 Companion - Sparse linear methods with side information for Top-N recommendations

Ning, Xia, Karypis, George

Year:

2012

Language:

english

File:

PDF, 489 KB

english, 2012

38

[ACM Press the Fifth International Conference - Poughkeepsie, New York (2015.03.16-2015.03.20)] Proceedings of the Fifth International Conference on Learning Analytics And Knowledge - LAK '15 - Collaborative multi-regression models for predicting students' performance in course activities

Elbadrawy, Asmaa, Studham, R. Scott, Karypis, George

Year:

2015

Language:

english

File:

PDF, 913 KB

english, 2015

39

Predicting Student Performance Using Personalized Analytics

Elbadrawy, Asmaa, Polyzou, Agoritsa, Ren, Zhiyun, Sweeney, Mackenzie, Karypis, George, Rangwala, Huzefa

Journal:

Year:

2016

Language:

english

File:

PDF, 1.48 MB

english, 2016

40

Introduction to Protein Structure Prediction (Methods and Algorithms) || Structure-Based Machine Learning Models for Computational Mutagenesis

Rangwala, Huzefa, Karypis, George

Year:

2010

Language:

english

File:

PDF, 2.05 MB

english, 2010

41

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

Iverson, Jeremy, Karypis, George

Journal:

International Journal of High Performance Computing Applications

Year:

2017

Language:

english

File:

PDF, 538 KB

english, 2017

42

Multilevel k-way Hypergraph Partitioning

Karypis, George, Kumar, Vipin

Journal:

Year:

2000

Language:

english

File:

PDF, 4.47 MB

english, 2000

43

Learning from Sets of Items in Recommender Systems

Sharma, Mohit, Harper, F. Maxwell, Karypis, George

Journal:

ACM Transactions on Interactive Intelligent Systems

Year:

2019

Language:

english

File:

PDF, 1.76 MB

english, 2019

44

[ACM Press the 13th ACM Conference - Copenhagen, Denmark (2019.09.16-2019.09.20)] Proceedings of the 13th ACM Conference on Recommender Systems - RecSys '19 - Personalized diffusions for top-n recommendation

Nikolakopoulos, Athanasios N., Berberidis, Dimitris, Karypis, George, Giannakis, Georgios B.

Year:

2019

Language:

english

File:

PDF, 1.06 MB

english, 2019

45

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

Zeng, Xiangxiang, Song, Xiang, Ma, Tengfei, Pan, Xiaoqin, Zhou, Yadi, Hou, Yuan, Zhang, Zheng, Li, Kenli, Karypis, George, Cheng, Feixiong

Journal:

Journal of Proteome Research

Year:

2020

File:

PDF, 3.27 MB

2020

46

Mining transcriptome data for function–trait relationship of hyper productivity of recombinant antibody

Salim Charaniya, George Karypis, Wei-Shou Hu

Journal:

Biotechnology and Bioengineering

Year:

2009

Language:

english

File:

PDF, 247 KB

english, 2009

47

Parallel static and dynamic multi-constraint graph partitioning

Kirk Schloegel, George Karypis, Vipin Kumar

Journal:

Concurrency and Computation: Practice and Experience

Year:

2002

Language:

english

File:

PDF, 227 KB

english, 2002

48

In silico structure-activity-relationship (SAR) models from machine learning: a review

Xia Ning, George Karypis

Journal:

Drug Development Research

Year:

2011

Language:

english

File:

PDF, 98 KB

english, 2011

49

Multilevel Diffusion Schemes for Repartitioning of Adaptive Meshes

Kirk Schloegel, George Karypis, Vipin Kumar

Journal:

Journal of Parallel and Distributed Computing

Year:

1997

Language:

english

File:

PDF, 707 KB

english, 1997

50

Power source roadmaps using bibliometrics and database tomography

R.N. Kostoff, R. Tshiteya, K.M. Pfeil, J.A. Humenik, G. Karypis

Journal:

Year:

2005

Language:

english

File:

PDF, 156 KB

english, 2005