activity
20152023
most citedBengali Handwritten Character Classification using Transfer Learning on Deep Convolutional Neural Network

11 citations · 11 across the 12 of their papers we have counts for

collaborators

14 papers

cs.FL2023

Set Augmented Finite Automata over Infinite Alphabets

Ansuman Banerjee, Kingshuk Chatterjee, Shibashis Guha

A data language is a set of finite words defined on an infinite alphabet. Data languages are used to express properties associated with data values (domain defined over a countably…

cs.LG2021

Prediction of the final rank of Players in PUBG with the optimal number of features

Diptakshi Sen, Rupam Kumar Roy, Ritajit Majumdar +2

PUBG is an online video game that has become very popular among the youths in recent years. Final rank, which indicates the performance of a player, is one of the most important fe…

cs.FL2020

State Complexity of Reversible Watson-Crick Automata

Kingshuk Chatterjee, Debayan Ganguly, Kumar Sankar Ray

Reversible Watson-Crick automata introduced by Chatterjee et.al. is a reversible variant of an Watson-Crick automata. It has already been shown that the addition of DNA properties…

cs.FL2020

Multi-head Watson-Crick quantum finite automata

Debayan Ganguly, Kingshuk Chatterjee, Kumar Sankar Ray

Watson-Crick quantum finite automata were introduced by Ganguly et.al. by combining properties of DNA and Quantum automata. In this paper we introduce a multi-head version of the a…

cs.FL2020

Two-way Nanoscale automata

Debayan Ganguly, Kingshuk Chatterjee, Kumar Sankar Ray

In this paper, we show the all final subclass of two-way Watson-Crick automata have the same computational power as the classical two-way Watson-Crick automata. Here we compare the…

cs.SI2019

Innovative ranking strategy for IPL team formation

Saptarshi Banerjee, Arnabi Mitra, Debayan Ganguly +2

Indian Premier League (IPL) is a tournament of twenty over cricket matches. Teams of this tournament are selected via an auction from a pool of players. Each team employs a think-t…

cs.FL2019

Parallel communicating one-way reversible finite automata system

Debayan Ganguly, Kingshuk Chatterjee, Kumar Sankar Ray

In this paper, we discuss the computational power of parallel communicating finite automata system with 1-way reversible finite automaton as components. We show that unlike the mul…

cs.CV2019★ 11 cited

Bengali Handwritten Character Classification using Transfer Learning on Deep Convolutional Neural Network

Swagato Chatterjee, Rwik Kumar Dutta, Debayan Ganguly +2

In this paper, we propose a solution which uses state-of-the-art techniques in Deep Learning to tackle the problem of Bengali Handwritten Character Recognition ( HCR ). Our method…

cs.FL2016

Restricted deterministic Watson-Crick automata

Kingshuk Chatterjee, Kumar Sankar Ray

In this paper, we introduce a new model of deterministic Watson-Crick automaton namely restricted deterministic Watson- Crick automaton which is a deterministic Watson-Crick automa…

cs.FL2015

Non-regular unary language and parallel communicating Watson-Crick automata systems

Kingshuk Chatterjee, Kumar Sankar Ray

In 2006, Czeizler et.al. introduced parallel communicating Watson-Crick automata system. They showed that parallel communicating Watson-Crick automata system can accept the non-reg…

cs.FL2015

Multi-head Watson-Crick automata

Kingshuk Chatterjee, Kumar Sankar Ray

Inspired by multi-head finite automata and Watson-Crick automata in this paper, we introduce new structure namely multi-head Watson-Crick automata where we replace the single tape…

cs.FL2015

Deterministic parallel communicating Watson-Crick automata systems

Kingshuk Chatterjee, Kumar Sankar Ray

In this paper, we have introduced the deterministic variant of parallel communicating Watson-Crick automata systems. We show that similar to the non-deterministic version, the dete…

cs.FL2015

Reversible Watson-Crick Automata

Kingshuk Chatterjee, Kumar Sankar Ray

Watson-Crick automata are finite automata working on double strands. Extensive research work has already been done on non-deterministic Watson-Crick automata and on deterministic W…

cs.FL2015

Watson-Crick Quantum Finite Automata

Kingshuk Chatterjee, Kumar Sankar Ray

1-way quantum finite automata are deterministic and reversible in nature, which greatly reduces its accepting property. In fact the set of languages accepted by 1-way quantum finit…