Biswajit Purkayastha

According to our database, Biswajit Purkayastha authored at least 29 papers between 2007 and 2024.

Collaborative distances:

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

2024

HBNet: an integrated approach for resolving class imbalance and global local feature fusion for accurate breast cancer classification.

Barsha Abhisheka, Saroj K. Biswas, Biswajit Purkayastha

Neural Comput. Appl., May, 2024

Recent trend in medical imaging modalities and their applications in disease diagnosis: a review.

Barsha Abhisheka, Saroj Kumar Biswas, Biswajit Purkayastha, Dolly Das, Alexandre Escargueil

Multim. Tools Appl., April, 2024

An Expert System for Indian Sign Language Recognition Using Spatial Attention-based Feature and Temporal Feature.

Soumen Das, Saroj Kr. Biswas, Biswajit Purkayastha

ACM Trans. Asian Low Resour. Lang. Inf. Process., March, 2024

2023

Automated Indian sign language recognition system by fusing deep and handcrafted feature.

Soumen Das, Saroj K. Biswas, Biswajit Purkayastha

Multim. Tools Appl., May, 2023

A deep sign language recognition system for Indian sign language.

Soumen Das, Saroj K. Biswas, Biswajit Purkayastha

Neural Comput. Appl., 2023

Credit Risk Prediction using Extra Tree Ensembling Technique with Genetic Algorithm.

Trishita Saha, Saroj Kumar Biswas, Saptarsi Sanyal, Neeta Verma, Biswajit Purkayastha

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

2022

Correlation-based Oversampling aided Cost Sensitive Ensemble learning technique for Treatment of Class Imbalance.

Debashree Devi, Saroj K. Biswas, Biswajit Purkayastha

J. Exp. Theor. Artif. Intell., 2022

Rule extraction using ensemble of neural network ensembles.

Manomita Chakraborty, Saroj K. Biswas, Biswajit Purkayastha

Cogn. Syst. Res., 2022

2020

Keyword extraction using supervised cumulative TextRank.

Monali Bordoloi, Preetam Chayan Chatterjee, Saroj Kumar Biswas, Biswajit Purkayastha

Multim. Tools Appl., 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

Learning in presence of class imbalance and class overlapping by using one-class SVM and undersampling technique.

Debashree Devi, Saroj K. Biswas, Biswajit Purkayastha

Connect. Sci., 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

A Cost-sensitive weighted Random Forest Technique for Credit Card Fraud Detection.

Debashree Devi, Saroj K. Biswas, Biswajit Purkayastha

Proceedings of the 10th International Conference on Computing, 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 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

Redundancy-driven modified Tomek-link based undersampling: A solution to class imbalance.

Debashree Devi, Saroj K. Biswas, Biswajit Purkayastha

Pattern Recognit. Lett., 2017

A neuro-fuzzy classification technique using dynamic clustering and GSS rule generation.

Heisnam Rohen Singh, Saroj K. Biswas, Biswajit Purkayastha

J. Comput. Appl. Math., 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

A Neuro-Fuzzy Rule-Based Classifier Using Important Features and Top Linguistic Features.

Saroj K. Biswas, Monali Bordoloi, Heisnam Rohen Singh, Biswajit Purkayastha

Int. J. Intell. Inf. Technol., 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

Review on Feature Selection and Classification using Neuro-Fuzzy Approaches.

Saroj K. Biswas, Monali Bordoloi, Biswajit Purkayastha

Int. J. Appl. Evol. Comput., 2016

2014

Intelligent decision support system of swine flu prediction using novel case classification algorithm.

Saroj K. Biswas, Nidul Sinha, Barnana Baruah, Biswajit Purkayastha

Int. J. Knowl. Eng. Data Min., 2014

Weather prediction by recurrent neural network dynamics.

Saroj K. Biswas, Nidul Sinha, Biswajit Purkayastha, Leniency Marbaniang

Int. J. Intell. Eng. Informatics, 2014

A review on fundamentals of case-based reasoning and its recent application in different domains.

Saroj K. Biswas, Nidul Sinha, Biswajit Purkayastha

Int. J. Adv. Intell. Paradigms, 2014

2007

Hybrid PSO/self-adaptive improved EP for economic dispatch with nonsmooth cost function.

Nidul Sinha, Bipul Syam Purkayastha, Biswajit Purkayastha

Proceedings of the IEEE Congress on Evolutionary Computation, 2007