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Joydeep Ghosh

Papers on DiSC'04


Privacy-preserving Distributed Clustering using Generative Models

Generative model-based clustering of directional data

Generative Model-Based Clustering of Directional Data

Publications


Note: Links lead to the DBLP on the Web.

Joydeep Ghosh

Srujana Merugu , Joydeep Ghosh: Privacy-preserving Distributed Clustering using Generative Models. ICDM 2003 : 211-218

Arindam Banerjee , Inderjit Dhillon , Joydeep Ghosh, Suvrit Sra : Generative model-based clustering of directional data. KDD 2003 : 19-28

Shi Zhong , Joydeep Ghosh: Scalable, Balanced Model-based Clustering. SDM 2003

Shi Zhong , Joydeep Ghosh: A Unified Framework for Model-based Clustering. Journal of Machine Learning Research 4 : 1001-1037 (2003)

Alexander Strehl , Joydeep Ghosh: Cluster Ensembles A Knowledge Reuse Framework for Combining Partitionings. AAAI/IAAI 2002 : 93-

Joydeep Ghosh: Multiclassifier Systems: Back to the Future. Multiple Classifier Systems 2002 : 1-15

Joseph T. Morgan , Alex Henneguelle , Melba M. Crawford , Joydeep Ghosh, Amy Neuenschwander : Adaptive Feature Spaces for Land Cover Classification with Limited Ground Truth Data. Multiple Classifier Systems 2002 : 189-200

Arindam Banerjee , Joydeep Ghosh: On Scaling Up Balanced Clustering Algorithms. SDM 2002

Alexander Strehl , Joydeep Ghosh: Cluster Ensembles --- A Knowledge Reuse Framework for Combining Multiple Partitions. Journal of Machine Learning Research 3 : 583-617 (2002)

Kagan Tumer , Joydeep Ghosh: Robust Combining of Disparate Classifiers through Order Statistics. Pattern Anal. Appl. 5 (2): 189-200 (2002)

Shailesh Kumar , Joydeep Ghosh, Melba M. Crawford : Hierarchical Fusion of Multiple Classifiers for Hyperspectral Data Analysis. Pattern Anal. Appl. 5 (2): 210-220 (2002)

Sugato Basu , Raymond J. Mooney , Krupakar V. Pasupuleti , Joydeep Ghosh: Evaluating the novelty of text-mined rules using lexical knowledge. KDD 2001 : 233-238

Kui-yu Chang , Joydeep Ghosh: A Unified Model for Probabilistic Principal Surfaces. IEEE Transactions on Pattern Analysis and Machine Intelligence 23 (1): 22-41 (2001)

Alexander Strehl , Joydeep Ghosh: A Scalable Approach to Balanced, High-Dimensional Clustering of Market-Baskets. HiPC 2000 : 525-536

Shailesh Kumar , Joydeep Ghosh, Melba M. Crawford : A Hierarchical Multiclassifier System for Hyperspectral Data Analysis. Multiple Classifier Systems 2000 : 270-279

Hillol Kargupta , Joydeep Ghosh, Vipin Kumar , Zoran Obradovic : Report from the Workshop on Distributed and Parallel Knowledge Discovery, ACM SIGKDD-2000. SIGKDD Explorations 2 (2): 108-109 (2000)

Ismail A. Taha , Joydeep Ghosh: Symbolic Interpretation of Artificial Neural Networks. IEEE Trans. Knowl. Data Eng. 11 (3): 448-463 (1999)

Kurt D. Bollacker , Joydeep Ghosh: Effective supra-classifiers for knowledge base construction. Pattern Recognition Letters 20 (11-13): 1347-1352 (1999)

Kurt D. Bollacker , Joydeep Ghosh: A Supra-Classifier Architecture for Scalable Knowledge Reuse. ICML 1998 : 64-72

Shishir Shah , J. K. Aggarwal , J. Eledath , Joydeep Ghosh: Multisensor Integration for Scene Classifiction: An Experiment in Human Form Detection. ICIP (2) 1997 : 199-

Wassim S. Chaer , Robert H. Bishop , Joydeep Ghosh: A mixture-of-experts framework for adaptive Kalman filtering. IEEE Transactions on Systems, Man, and Cybernetics, Part B 27 (3): 452-464 (1997)

Bryan W. Stiles , Joydeep Ghosh: Habituation based neural networks for spatio-temporal classification. Neurocomputing 15 (3-4): 273-307 (1997)

Kurt D. Bollacker , Joydeep Ghosh: Knowledge reuse in multiple classifier systems. Pattern Recognition Letters 18 (11-13): 1385-1390 (1997)

Kagan Tumer , Nirmala Ramanujam , Rebecca Richards-Kortum , Joydeep Ghosh: Spectroscopic Detection of Cervical Pre-Cancer through Radial Basis Function Networks. NIPS 1996 : 981-987

José N. Amaral , Joydeep Ghosh: A Concurrent Architecture for Serializable Production Systems. IEEE Trans. Parallel Distrib. Syst. 7 (12): 1265-1280 (1996)

José N. Amaral , Joydeep Ghosh: Performance measurements of a concurrent production system architecture without global synchronization. IPPS 1995 : 790-797

Song Chong , San-qi Li , Joydeep Ghosh: Predictive Dynamic Bandwidth Allocation for Efficient Transport of Real-Time VBR Video over ATM. IEEE Journal on Selected Areas in Communications 13 (1): 12-23 (1995)

Kagan Tumer , Joydeep Ghosh: Sequence Recognition by Input Anticipation. IEA/AIE 1994 : 77-86

Song Chong , San-qi Li , Joydeep Ghosh: Dynamic Bandwidth Allocation for Efficient Transport of Real-Time VBR Video over ATM. INFOCOM 1994 : 81-90

Joydeep Ghosh, Patrick LaCour , Spence Jackson : OTA Based Neural Network Architectures with On-Chip Tuning of Synapses. VLSI Design 1994 : 71-76

Vijay K. Garg , Joydeep Ghosh: Repeated Computation of Global Functions in a Distributed Environment. IEEE Trans. Parallel Distrib. Syst. 5 (8): 823-834 (1994)

Joydeep Ghosh, Sajal K. Das , Ajita John : Concurrent Processing of Linearly Ordered Data Structures on Hypercube Multicomputers. IEEE Trans. Parallel Distrib. Syst. 5 (9): 898-911 (1994)

Jeffrey T. Draper , Joydeep Ghosh: A Comprehensive Analytical Model for Wormhole Routng in Multicomputer Systems. J. Parallel Distrib. Comput. 23 (2): 202-214 (1994)

Jeffrey T. Draper , Joydeep Ghosh: The M-Cache: A Message-Handling Mechanism for Multicomputer Systems. Parallel Computing 20 (9): 1269-1288 (1994)

Joydeep Ghosh, Nari Krishnamurthy : Fault-Tolerant Arbitration in Multichip Crossbar Switches. VLSI Design 1993 : 351-356

Joydeep Ghosh, Kelvin D. Goveas , Jeffrey T. Draper : Performance Evaluation of a Parallel I/O Subsystem for Hypercube Multicomputers. J. Parallel Distrib. Comput. 17 (1-2): 90-106 (1993)

Jeffrey T. Draper , Joydeep Ghosh: Multipath E-Cube Algorithms (MECA) for Adaptive Wormhole Routing and Broadcasting in itk-ary itn-Cubes. IPPS 1992 : 407-410

Sajal K. Das , Joydeep Ghosh, Narsingh Deo : Stirling Networks: A Versatile Combinatorial Topology for Multiprocessor Systems. Discrete Applied Mathematics 37/38 : 119-146 (1992)

Joydeep Ghosh, Bipul Agarwal : Parallel I/O Subsystems for Distributed-Memory Multicomputers. IPPS 1991 : 381-384

Vijay K. Garg , Joydeep Ghosh: Symmetry in Spite of Hierarchy. ICDCS 1990 : 4-11

Joydeep Ghosh, Kai Hwang : Mapping Neural Networks onto Message-Passing Multicomputers. J. Parallel Distrib. Comput. 6 (2): 291-330 (1989)

Joydeep Ghosh, Kai Hwang : Critical Issues in Mapping Neural Networks on Message-Passing Multicomputers. ISCA 1988 : 3-11

Kai Hwang , Joydeep Ghosh: Hypernet Architectures for Parallel Processing. ICPP 1987 : 810-819

Kai Hwang , Joydeep Ghosh, Raymond Chowkwanyun : Computer Architectures for Artificial Intelligence Processing. IEEE Computer 20 (1): 19-27 (1987)

Kai Hwang , Joydeep Ghosh: Hypernet: A Communication-Efficient Architecture for Constructing Massively Parallel Computers. IEEE Trans. Computers 36 (12): 1450-1466 (1987)

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