Anil K. Jain

Results: 53



#Item
41Cluster analysis / Data mining / Geostatistics / Machine learning / Principal component analysis / Segmentation / Spectral clustering / Hierarchical clustering / UPGMA / Statistics / Multivariate statistics / Data analysis

Semi-Crowdsourced Clustering: Generalizing Crowd Labeling by Robust Distance Metric Learning Jinfeng Yi† , Rong Jin† , Anil K. Jain† , Shaili Jain\ , Tianbao Yang‡ † Michigan State University, East Lansing, MI

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Source URL: www.cse.msu.edu

Language: English - Date: 2013-02-09 13:51:50
42Cluster analysis / K-means clustering / Determining the number of clusters in a data set / Spectral clustering / Statistics / Multivariate statistics / Fuzzy clustering

Speedup of Fuzzy and Possibilistic Kernel c-Means for Large-Scale Clustering Timothy C. Havens, Radha Chitta, Anil K. Jain, and Rong Jin Department of Computer Science and Engineering Michigan State University, East Lans

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Source URL: biometrics.cse.msu.edu

Language: English - Date: 2011-04-11 12:46:48
43Multivariate statistics / Data mining / Machine learning / Linear algebra / Matrix theory / Spectral clustering / Cluster analysis / Kernel principal component analysis / K-means clustering / Statistics / Mathematics / Algebra

Efficient Kernel Clustering Using Random Fourier Features Radha Chitta, Rong Jin and Anil K. Jain Department of Computer Science and Engineering, Michigan State University, East Lansing, MI 48824, USA [removed], r

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Source URL: biometrics.cse.msu.edu

Language: English - Date: 2012-10-17 14:03:01
44Machine learning / Constrained clustering / Cluster analysis / K-means clustering / Consensus clustering / Statistics / Computational statistics / Data mining

Active Query Selection for Semi-supervised Clustering Pavan Kumar Mallapragada, Rong Jin and Anil K. Jain Department of Computer Science and Engineering Michigan State University, East Lansing, MI 48823 {pavanm,rongjin,j

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Source URL: dataclustering.cse.msu.edu

Language: English - Date: 2009-04-06 13:55:28
45Spectral clustering / Single-linkage clustering / Hierarchical clustering / K-means clustering / Segmentation / Complete-linkage clustering / Fuzzy clustering / Statistics / Cluster analysis / Consensus clustering

Robust Ensemble Clustering by Matrix Completion Jinfeng Yi† , Tianbao Yang‡ , Rong Jin† , Anil K. Jain† , Mehrdad Mahdavi† of Computer Science and Engineering, Michigan State University ‡ Machine Learning Lab

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Source URL: www.cse.msu.edu

Language: English - Date: 2012-10-22 03:04:55
46Machine learning / Cluster analysis / Data mining / Geostatistics / Hierarchical clustering / Constrained clustering / Spectral clustering / Single-linkage clustering / K-means clustering / Statistics / Multivariate statistics / Data analysis

BoostCluster: Boosting Clustering by Pairwise Constraints Yi Liu, Rong Jin, and Anil K. Jain Department of Computer Science and Engineering Michigan State University East Lansing, MI 48824, USA {liuyi3,

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Source URL: dataclustering.cse.msu.edu

Language: English - Date: 2009-04-06 13:55:29
47Ensemble learning / Statistical classification / Semi-supervised learning / Supervised learning / AdaBoost / Boosting / Support vector machine / Perceptron / CoBoosting / Machine learning / Artificial intelligence / Learning

Semi-Supervised Boosting for Multi-Class Classification Hamed Valizadegan, Rong Jin, and Anil K. Jain Department of Computer Science and Engineering, Michigan State University, [removed], [removed],

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Source URL: dataclustering.cse.msu.edu

Language: English - Date: 2008-06-22 15:26:37
48Statistical theory / Formal sciences / Information theory / Bayesian statistics / Pattern recognition / Principle of maximum entropy / Support vector machine / Entropy / Supervised learning / Statistics / Machine learning / Probability and statistics

Unsupervised Transfer Classification: Application to Text Categorization Tianbao Yang, Rong Jin, Anil K. Jain, Yang Zhou, Wei Tong Department of Computer Science and Engineering Michigan State University, East Lansing, M

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Source URL: biometrics.cse.msu.edu

Language: English - Date: 2010-05-21 10:45:42
49Learning / Co-training / Supervised learning / Semi-supervised learning / Margin classifier / Support vector machine / Transduction / Pattern recognition / Boosting / Machine learning / Statistics / Artificial intelligence

To appear in the IEEE Transactions on Pattern Analysis and Machine Intelligence. 1 SemiBoost: Boosting for Semi-supervised Learning Pavan Kumar Mallapragada, Student Member, IEEE, Rong Jin, Member, IEEE, Anil K. Jain, F

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Source URL: dataclustering.cse.msu.edu

Language: English - Date: 2009-04-06 13:55:30
50Metric geometry / Content-based image retrieval / Large margin nearest neighbor / Information retrieval / Distance matrix / Image retrieval / Image search / Artificial intelligence / Science

Rank-based Distance Metric Learning: An Application to Image Retrieval Jung-Eun Lee, Rong Jin and Anil K. Jain Michigan State University East Lansing, MI 48824, USA {leejun11,rongjin,jain}@cse.msu.edu

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Source URL: dataclustering.cse.msu.edu

Language: English - Date: 2009-04-06 14:01:06
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