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- Jayadeva, Reshma Khemchandani, Suresh Chandra
- IEEE Transactions on Pattern Analysis and Machineâ€¦
- 2007

We propose twin SVM, a binary SVM classifier that determines two nonparallel planes by solving two related SVM-type problems, each of which is smaller than in a conventional SVM. The twin SVMâ€¦ (More)

- Ganesh R. Naik, Dinesh Kant Kumar, Jayadeva
- IEEE Transactions on Information Technology inâ€¦
- 2010

Surface electromyogram (sEMG) is a measure of the muscle activity from the skin surface, and is an excellent indicator of the strength of muscle contraction. It is an obvious choice for control ofâ€¦ (More)

- Jayadeva, Reshma Khemchandani, Suresh Chandra
- Neurocomputing
- 2004

Traditional support vector machines (SVMs) assign data points to one of two classes, represented in the pattern space by two disjoint half-spaces. In this paper, we propose a fuzzy extension toâ€¦ (More)

- Jayadeva, S. A. Rahman
- IEEE Transactions on Circuits and Systems Iâ€¦
- 2004

In this paper, we propose a neural network for ranking a given set of N numbers in O(1/N) time. The ordering of a set of numbers based on their relative magnitudes, which is analogous to sorting, isâ€¦ (More)

- Jayadeva, Sameena Shah, Amit Bhaya, Ravi Kothari, Suresh Chandra
- Swarm Intelligence
- 2013

In the most basic application of Ant Colony Optimization (ACO), a set of artificial ants find the shortest path between a source and a destination. Ants deposit pheromone on paths they take,â€¦ (More)

- Jayadeva
- Neurocomputing
- 2015

The VC dimension measures the complexity of a learning machine, and a low VC dimension leads to good generalization. While SVMs produce state-of-the-art learning performance, it is well known thatâ€¦ (More)

- Jayadeva, Basabi Bhaumik
- Biological Cybernetics
- 1994

The problem of finding the shortest tree connecting a set of points is called the Steiner minimal tree problem and is nearly three centuries old. It has applications in transportation, computerâ€¦ (More)

- Reshma Khemchandani, Jayadeva, Suresh Chandra
- European Journal of Operational Research
- 2009

We propose a proximal version of the knowledge based support vector machine formulation, termed as knowledge based proximal support vector machines (KBPSVMs) in the sequel, for binary dataâ€¦ (More)

- Reshma Khemchandani, Jayadeva, Suresh Chandra
- European Journal of Operational Research
- 2010

- Phool Preet, Sanjit S. Batra, Jayadeva
- ArXiv
- 2015

Hyperspectral data consists of large number of features which require sophisticated analysis to be extracted. A popular approach to reduce computational cost, facilitate information representationâ€¦ (More)