Manomita Chakraborty

According to our database, Manomita Chakraborty authored at least 17 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Comprehensible and transparent rule extraction using neural network.

Saroj K. Biswas, Arijit Bhattacharya, Abhinaba Duttachoudhury, Manomita Chakraborty, Akhil Kumar Das

Multim. Tools Appl., August, 2024

Symbolic Interpretation of Trained Neural Network Ensembles.

Manomita Chakraborty

Int. J. Uncertain. Fuzziness Knowl. Based Syst., July, 2024

2022

Computer-Aided Heart Disease Diagnosis Using Recursive Rule Extraction Algorithms from Neural Networks.

Manomita Chakraborty, Saroj Kumar Biswas

Int. J. Comput. Intell. Appl., 2022

Rule extraction using ensemble of neural network ensembles.

Manomita Chakraborty, Saroj K. Biswas, Biswajit Purkayastha

Cogn. Syst. Res., 2022

2021

A transparent rule-based expert system using neural network.

Abhinaba Dattachaudhuri, Saroj K. Biswas, Manomita Chakraborty, Sunita Sarkar

Soft Comput., 2021

Breast Cancer Management System Using Decision Tree and Neural Network.

Amrit Kumar Verma, Manomita Chakraborty, Saroj Kumar Biswas

SN Comput. Sci., 2021

2020

Rule extraction from neural network trained using deep belief network and back propagation.

Manomita Chakraborty, Saroj Kumar Biswas, Biswajit Purkayastha

Knowl. Inf. Syst., 2020

A novel ensembling method to boost performance of neural networks.

Manomita Chakraborty, Saroj Kumar Biswas, Biswajit Purkayastha

J. Exp. Theor. Artif. Intell., 2020

2019

Rule Extraction from Neural Network Using Input Data Ranges Recursively.

Manomita Chakraborty, Saroj Kumar Biswas, Biswajit Purkayastha

New Gener. Comput., 2019

An Intelligent System for Diagnosis of Diabetic Retinopathy.

Saroj Kumar Biswas, Rohit Upadhya, Nipan Das, Dolly Das, Manomita Chakraborty, Biswajit Purkayastha

Proceedings of the Soft Computing for Problem Solving 2019, 2019

Performance Analysis of Recursive Rule Extraction Algorithms for Disease Prediction.

Manomita Chakraborty, Saroj Kumar Biswas, Biswajit Purkayastha

Proceedings of the Progress in Advanced Computing and Intelligent Engineering, 2019

2018

Recursive Rule Extraction from NN using Reverse Engineering Technique.

Manomita Chakraborty, Saroj K. Biswas, Biswajit Purkayastha

New Gener. Comput., 2018

A Hybrid Case Based Reasoning Model for Classification in Internet of Things (IoT) Environment.

Saroj K. Biswas, Debashree Devi, Manomita Chakraborty

J. Organ. End User Comput., 2018

A rule generation algorithm from neural network using classified and misclassified data.

Saroj K. Biswas, Manomita Chakraborty, Biswajit Purkayastha

Int. J. Bio Inspired Comput., 2018

2017

Hybrid case-based reasoning system by cost-sensitive neural network for classification.

Saroj K. Biswas, Manomita Chakraborty, Heisnam Rohen Singh, Debashree Devi, Biswajit Purkayastha, Akhil Kumar Das

Soft Comput., 2017

Rule Extraction from Training Data Using Neural Network.

Saroj K. Biswas, Manomita Chakraborty, Biswajit Purkayastha, Pinki Roy, Dalton Meitei Thounaojam

Int. J. Artif. Intell. Tools, 2017

2016

Rainfall forecasting by relevant attributes using artificial neural networks - a comparative study.

Saroj K. Biswas, Leniency Marbaniang, Biswajit Purkayastha, Manomita Chakraborty, Heisnam Rohen Singh, Monali Bordoloi

Int. J. Big Data Intell., 2016