Joydeep Ghosh

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Alexander Strehl, Joydeep Ghosh, Raymond J. Mooney
2000

Clustering of web documents enables (semi-)automated categorization, and facilitates certain types of search. Any clustering method has to embed the documents in a suitable similarity space. While… (More)

Relationship-based clustering and cluster ensembles for high-dimensional data mining

Alexander Strehl, Joydeep Ghosh
2002

vii

The pi-sigma network: an efficient higher-order neural network for pattern classification and function approximation

Young-hee Shin, Joydeep Ghosh
1991

These results are better than those reported in [10] using LVQ, radial basis function and multilayerperceptron based classifiers for the same set of inputs and outputs. Moreover, in all the cases of… (More)

Scale-based clustering using the radial basis function network

Srinivasa V. Chakravarthy, Joydeep Ghosh
1994

Evaluation and ordering of rules extracted from feedforward networks

Ismail A. Taha, Joydeep Ghosh
1997

Rules extracted from trained feedforward networks can be used for explanation, validation, and cross-referencing of network output decisions. This paper introduces a rule evaluation and ordering… (More)

Modular learning through output space decomposition

Shailesh Kumar, Joydeep Ghosh, Melba M. Crawford
2000

Pseudo-inverse based iterative learning control for nonlinear plants with disturbances

Joydeep Ghosh, Brad Paden
1999

Clustering on hyperspheres using Expectation Maximization

Amit Kumar Banerjee, Inderjit S. Dhillon, Joydeep Ghosh, Suvrit Sra
2003

Speeding Up Production Systems: From Concurrent Matching to Parallel Rule Firing

José Nelson Amaral, Joydeep Ghosh
1994

This chapter identifies the problems that a computer architect faces in attempting to speed up the execution of production systems. We first focus on state-saving algorithms using Rete networks… (More)

Scalable clustering methods for data mining

Joydeep Ghosh
2003

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