Saroj K. Biswas

According to our database, Saroj K. Biswas authored at least 56 papers between 2014 and 2024.

Collaborative distances:

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

2024

Streamlit-based enhancing crop recommendation systems with advanced explainable artificial intelligence for smart farming.

Yaganteeswarudu Akkem, Saroj Kumar Biswas, Aruna Varanasi

Neural Comput. Appl., November, 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

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

Machine Learning based Intelligent System for Breast Cancer Prediction (MLISBCP).

Akhil Kumar Das, Saroj Kr. Biswas, Ardhendu Mandal, Arijit Bhattacharya, Saptarsi Sanyal

Expert Syst. Appl., 2024

A comprehensive review of synthetic data generation in smart farming by using variational autoencoder and generative adversarial network.

Yaganteeswarudu Akkem, Saroj Kumar Biswas, Aruna Varanasi

Eng. Appl. Artif. Intell., 2024

2023

Sentiment analysis: A survey on design framework, applications and future scopes.

Monali Bordoloi, Saroj K. Biswas

Artif. Intell. Rev., November, 2023

Mixed attention and regularized COVID-19 network: An approach to detection of COVID-19 with chest x-ray images.

Dolly Das, Saroj Kumar Biswas, Sivaji Bandyopadhyay

Int. J. Imaging Syst. Technol., July, 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

Credit risk evaluation: a comprehensive study.

Arijit Bhattacharya, Saroj Kr. Biswas, Ardhendu Mandal

Multim. Tools Appl., May, 2023

Smart farming using artificial intelligence: A review.

Yaganteeswarudu Akkem, Saroj Kumar Biswas, Aruna Varanasi

Eng. Appl. Artif. Intell., April, 2023

Transparent rule generator random forest (TRG-RF): an interpretable random forest.

Arpita Nath Boruah, Saroj Kumar Biswas, Sivaji Bandyopadhyay

Evol. Syst., February, 2023

A deep sign language recognition system for Indian sign language.

Soumen Das, Saroj K. Biswas, Biswajit Purkayastha

Neural Comput. Appl., 2023

Detection of Diabetic Retinopathy using Convolutional Neural Networks for Feature Extraction and Classification (DRFEC).

Dolly Das, Saroj Kumar Biswas, Sivaji Bandyopadhyay

Multim. Tools 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

ESAD: Expert System for Apnea Detection Using Enhanced DWT Feature Extraction and Machine Learning Algorithms.

Atiya Khan, Saroj K. Biswas, Chukhu Chunka

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

2022

A critical review on diagnosis of diabetic retinopathy using machine learning and deep learning.

Dolly Das, Saroj K. Biswas, Sivaji Bandyopadhyay

Multim. Tools Appl., 2022

Perspective of AI system for COVID-19 detection using chest images: a review.

Dolly Das, Saroj Kumar Biswas, Sivaji Bandyopadhyay

Multim. Tools Appl., 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

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 from decision tree: Transparent expert system of rules.

Arpita Nath Boruah, Saroj K. Biswas, Sivaji Bandyopadhyay

Concurr. Comput. Pract. Exp., 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

Keyword extraction using supervised cumulative TextRank.

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

Multim. Tools Appl., 2020

Graph based sentiment analysis using keyword rank based polarity assignment.

Monali Bordoloi, Saroj K. Biswas

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

Rule Extraction From Neuro-fuzzy System for Classification Using Feature Weights: Neuro-Fuzzy System for Classification.

Heisnam Rohen Singh, Saroj K. Biswas

Int. J. Fuzzy Syst. Appl., 2020

Deep Learning Techniques for Early Detection of Diabetic Retinopathy: Recent Developments and Techniques.

Dolly Das, Saroj Kumar Biswas, Sivaji Bandyopadhyay, Rabul Hussain Laskar

Proceedings of the 5th International Conference on Computing, Communication and Security, 2020

2019

TLUSBoost algorithm: a boosting solution for class imbalance problem.

Sujit Kumar, Saroj Kumar Biswas, Debashree Devi

Soft Comput., 2019

Rule Extraction from Neural Network Using Input Data Ranges Recursively.

Manomita Chakraborty, Saroj Kumar Biswas, Biswajit Purkayastha

New Gener. Comput., 2019

Automated eye blink artefact removal from EEG using support vector machine and autoencoder.

Rajdeep Ghosh, Nidul Sinha, Saroj Kumar Biswas

IET Signal Process., 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

Machine Learning based Sentiment Analysis using Graph Based Approach.

Monali Bordoloi, Saroj Kumar Biswas

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

Keyword extraction from micro-blogs using collective weight.

Monali Bordoloi, Saroj K. Biswas

Soc. Netw. Anal. Min., 2018

Recursive Rule Extraction from NN using Reverse Engineering Technique.

Manomita Chakraborty, Saroj K. Biswas, Biswajit Purkayastha

New Gener. Comput., 2018

Robust perceptual image hashing using fuzzy color histogram.

Nilesh Dilipkumar Gharde, Dalton Meitei Thounaojam, Badal Soni, Saroj K. Biswas

Multim. Tools Appl., 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

Motor imagery task classification using intelligent algorithm with prominent trial selection.

Rajdeep Ghosh, Vikas Kumar, Nidul Sinha, Saroj K. Biswas

J. Intell. Fuzzy Syst., 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

A graph based keyword extraction model using collective node weight.

Saroj K. Biswas, Monali Bordoloi, Jacob Shreya

Expert Syst. Appl., 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