Concepedia

Pavan Kumar Mallapragada

PK

6

Publications

575

Citations

6

H-Index

2008

Active since

Affiliations

Michigan State University(Current)

University of Genoa

Italian Institute of Technology

McGovern Institute for Brain Research

Massachusetts Institute of Technology

Pavan Kumar Mallapragada is an author at Michigan State University specializing in computer science, engineering, and data mining.

Top concepts

Data MiningEngineeringData ScienceComputer ScienceMachine LearningPattern RecognitionKnowledge DiscoverySupervised LearningText MiningInformation Retrieval

Publications per year

2008–2013

6

Publications

6

SemiBoost: Boosting for Semi-Supervised Learning

Pavan Kumar Mallapragada, Rong Jin, Anil K. Jain et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2008 · 332 citations

Natural Language Processing, Engineering, Machine Learning +13

Active query selection for semi-supervised clustering

Pavan Kumar Mallapragada, Rong Jin, Anil K. Jain · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 2008 · 102 citations

Available Prior Knowledge, Cluster Computing, Active Query Selection +15

Efficient multi-label ranking for multi-class learning: Application to object recognition

Serhat S. Bucak, Pavan Kumar Mallapragada, Rong Jin et al. · 2009 · 45 citations

Multiple Instance Learning, Engineering, Machine Learning +21

GURLS: a Least Squares Library for Supervised Learning

Andrea Tacchetti, Pavan Kumar Mallapragada, Matteo Santoro et al. · arXiv (Cornell University) · 2013 · 42 citations · Full text

Engineering, Machine Learning, Efficient Model Selection +16

Online visual vocabulary pruning using pairwise constraints

Pavan Kumar Mallapragada, Rong Jin, Anil K. Jain · 2010 · 34 citations

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