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- M. Agache, B. John Oommen
- IEEE Trans. Systems, Man, and Cybernetics, Part B
- 2002

The fastest learning automata (LA) algorithms currently available fall in the family of estimator algorithms introduced by Thathachar and Sastry (1986). The pioneering work of these authors was theâ€¦ (More)

- B. John Oommen, J. Kevin LanctÃ´t
- IEEE Trans. Systems, Man, and Cybernetics
- 1990

- Necati Aras, B. John Oommen, I. Kuban Altinel
- Neural Networks
- 1999

In this paper we introduce a new self-organizing neural network, the Kohonen Network Incorporating Explicit Statistics (KNIES) that is based on Kohonen's Self-Organizing Map (SOM). The primaryâ€¦ (More)

- B. John Oommen, M. Agache
- IEEE Trans. Systems, Man, and Cybernetics, Part B
- 2001

A learning automaton (LA) is an automaton that interacts with a random environment, having as its goal the task of learning the optimal action based on its acquired experience. Many learning automataâ€¦ (More)

- B. John Oommen, Daniel C. Y. Ma
- IEEE Trans. Computers
- 1988

- B. John Oommen, Luis Rueda
- Pattern Recognition
- 2006

In this paper, we formally present a novel estimation method, referred to as the Stochastic Learning Weak Estimator (SLWE), which yields the estimate of the parameters of a binomial distribution,â€¦ (More)

- J. Kevin LanctÃ´t, B. John Oommen
- IEEE Trans. Systems, Man, and Cybernetics
- 1992

BOUNDED MEMORY PROBABILISTIC MOVE-TO-FRONT OPERATIONS The concept of performing probabilistic move operations on an accessed element is not entirely new. Kan and Ross [9] suggested a probabilisticâ€¦ (More)

- B. John Oommen
- IEEE Trans. Systems, Man, and Cybernetics, Part B
- 1997

We consider the problem of a learning mechanism (for example, a robot) locating a point on a line when it is interacting with a random environment which essentially informs it, possibly erroneously,â€¦ (More)

- Sang-Woon Kim, B. John Oommen
- Pattern Analysis & Applications
- 2003

Various Prototype Reduction Schemes (PRS) have been reported in the literature. Based on their operating characteristics, these schemes fall into two fairly distinct categories â€” those which are of aâ€¦ (More)

- B. John Oommen
- Inf. Sci.
- 1986

Let X and Y be any two strings of finite length. We consider the problem of transforming X to Y using the edit operations of deletion, insertion, and substitution. The optimal transformation is theâ€¦ (More)