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Raghu Krishnapuram

Papers on DiSC'06


On Learning Asymmetric Dissimilarity Measures

Publications


Note: Links lead to the DBLP on the Web.

Raghu Krishnapuram

Ganesh Ramakrishnan , Sachindra Joshi , Sumit Negi , Raghu Krishnapuram, Sreeram Balakrishnan : Automatic Sales Lead Generation from Web Data. ICDE 2006 : 101

Krishna Kummamuru , Raghu Krishnapuram, Rakesh Agrawal : On Learning Asymmetric Dissimilarity Measures. ICDM 2005 : 697-700

Ganesh Ramakrishnan , Krishna Prasad Chitrapura , Raghu Krishnapuram, Pushpak Bhattacharyya : A model for handling approximate, noisy or incomplete labeling in text classification. ICML 2005 : 681-688

Jayanta Basak , Raghu Krishnapuram: Interpretable Hierarchical Clustering by Constructing an Unsupervised Decision Tree. IEEE Trans. Knowl. Data Eng. 17 (1): 121-132 (2005)

Shourya Roy , Sachindra Joshi , Raghu Krishnapuram: Automatic categorization of web sites based on source types. Hypertext 2004 : 38-39

Neeraj Agrawal , Rema Ananthanarayanan , Rahul Gupta , Sachindra Joshi , Raghu Krishnapuram, Sumit Negi : EShopMonitor: A Web Content Monitoring Tool. ICDE 2004 : 817-820

Krishna Kummamuru , Raghu Krishnapuram, Rakesh Agrawal : Learning spatially variant dissimilarity (SVaD) measures. KDD 2004 : 611-616

Krishna Kummamuru , Rohit Lotlikar , Shourya Roy , Karan Singal , Raghu Krishnapuram: A hierarchical monothetic document clustering algorithm for summarization and browsing search results. WWW 2004 : 658-665

Raghu Krishnapuram, Swarup Medasani , Sung-Hwan Jung , YoungSik Choi , Rajesh Balasubramaniam : Content-Based Image Retrieval Based on a Fuzzy Approach. IEEE Trans. Knowl. Data Eng. 16 (10): 1185-1199 (2004)

Raghu Krishnapuram, Krishna Prasad Chitrapura , Sachindra Joshi : Classification of Text Documents Based on Minimum System Entropy. ICML 2003 : 384-391

Raghu Krishnapuram, Krishna Kummamuru : Automatic Taxonomy Generation: Issues and Possibilities. IFSA 2003 : 52-63

Sachindra Joshi , Neeraj Agrawal , Raghu Krishnapuram, Sumit Negi : A bag of paths model for measuring structural similarity in Web documents. KDD 2003 : 577-582

Raghu Krishnapuram, Manoj Kumar , Jayanta Basak , Vivek Jain : Soft Computing in E-Commerce. AFSS 2002 : 450-458

Olfa Nasraoui , Raghu Krishnapuram: One Step Evolutionary Mining of Context Sensitive Associations and Web Navigation Patterns. SDM 2002

Olfa Nasraoui , Raghu Krishnapuram: An Evolutionary Approach to Mining Robust Multi-Resolution Web Profiles and Context Sensitive URL Associations. International Journal of Computational Intelligence and Applications 2 (3): 339-348 (2002)

Amit Anil Nanavati , Krishna Prasad Chitrapura , Sachindra Joshi , Raghu Krishnapuram: Mining Generalised Disjunctive Association Rules. CIKM 2001 : 482-489

K. Krishna , Raghu Krishnapuram: A Clustering Algorithm for Asymmetrically Related Data with Applications to Text Mining. CIKM 2001 : 571-573

Hichem Frigui , Paul D. Gader , Raghu Krishnapuram: Handwritten Character Membership Function Estimation for Word Recognition. FUZZ-IEEE 2001 : 928-931

Anupam Joshi , Raghu Krishnapuram: On Mining Web Access Logs. ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery 2000 : 63-69

YoungSik Choi , Daewon Kim , Raghu Krishnapuram: Relevance Feedback for Content-Based Retrieval using the Choquet Integral. IEEE International Conference on Multimedia and Expo (II) 2000 : 1207-1210

Olfa Nasraoui , Hichem Frigui , Raghu Krishnapuram, Anupam Joshi : Extracting Web User Profiles Using Relational Competitive Fuzzy Clustering. International Journal on Artificial Intelligence Tools 9 (4): 509-526 (2000)

Swarup Medasani , Raghu Krishnapuram: A Fuzzy Approach to Content-Based Image Retrieval. ICMCS, Vol. 2 1999 : 964-968

Karuna P. Joshi , Anupam Joshi , Yelena Yesha , Raghu Krishnapuram: Warehousing and Mining Web Logs. Workshop on Web Information and Data Management 1999 : 63-68

Hichem Frigui , Raghu Krishnapuram: A Robust Competitive Clustering Algorithm With Applications in Computer Vision. IEEE Trans. Pattern Anal. Mach. Intell. 21 (5): 450-465 (1999)

Swarup Medasani , Raghu Krishnapuram, J. Keller : Are fuzzy definitions of basic attributes of image objects really useful? IEEE Transactions on Systems, Man, and Cybernetics, Part A 29 (4): 378-386 (1999)

Swarup Medasani , Raghu Krishnapuram: A comparison of Gaussian and Pearson mixture modeling for pattern recognition and computer vision applications. Pattern Recognition Letters 20 (3): 305-313 (1999)

Anupam Joshi , Sansanee Auephanwiriyakul , Raghu Krishnapuram: On Fuzzy Clustering and Content Based Access to Networked Video Databases. RIDE 1998 : 42-49

Swarup Medasani , Jaeseok Kim , Raghu Krishnapuram: An overview of membership function generation techniques for pattern recognition. Int. J. Approx. Reasoning 19 (3-4): 391-417 (1998)

Paul D. Gader , James M. Keller , Raghu Krishnapuram, Jung-Hsien Chiang , Magdi A. Mohamed : Neural and Fuzzy Methods in Handwriting Recognition. IEEE Computer 30 (2): 79-86 (1997)

YoungSik Choi , Raghu Krishnapuram: A robust approach to image enhancement based on fuzzy logic. IEEE Transactions on Image Processing 6 (6): 808-825 (1997)

Hichem Frigui , Raghu Krishnapuram: Clustering by competitive agglomeration. Pattern Recognition 30 (7): 1109-1119 (1997)

Hichem Frigui , Raghu Krishnapuram: A Robust Clustering Algorithm Based on Competitive Agglomeration and Soft Rejection of Outliers. CVPR 1996 : 550-555

Hichem Frigui , Raghu Krishnapuram: A robust algorithm for automatic extraction of an unknown number of clusters from noisy data. Pattern Recognition Letters 17 (12): 1223-1232 (1996)

Kim Jongwoo , Raghu Krishnapuram, Rajesh N. Davé : Application of the least trimmed squares technique to prototype-based clustering. Pattern Recognition Letters 17 (6): 633-641 (1996)

YoungSik Choi , Raghu Krishnapuram: A Fuzzy-Rule-Based Image Enhancement Method for Medical Applications. CBMS 1995 : 75-80

YoungSik Choi , Raghu Krishnapuram: Image enhancement based on fuzzy logic. ICIP 1995 : 167-170

A. Mogre , R. McLaren , J. Keller , Raghu Krishnapuram: Uncertainty management for rule-based systems with applications to image analysis. IEEE Transactions on Systems, Man, and Cybernetics 24 (3): 470-481 (1994)

Raghu Krishnapuram, Hichem Frigui , Olfa Nasraoui : The Fuzzy C Quadric Shell clustering algorithm and the detection of second-degree curves. Pattern Recognition Letters 14 (7): 545-552 (1993)

Raghu Krishnapuram, Joonwhoan Lee : Fuzzy-set-based hierarchical networks for information fusion in computer vision. Neural Networks 5 (2): 335-350 (1992)

Raghu Krishnapuram, Chih-Pin Freg : Fitting an unknown number of lines and planes to image data through compatible cluster merging. Pattern Recognition 25 (4): 385-400 (1992)

Raghu Krishnapuram, David Casasent : Determination of Three-Dimensional Object Location and Orientation from Range Images. IEEE Trans. Pattern Anal. Mach. Intell. 11 (11): 1158-1167 (1989)

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