A review on fundamentals of case-based reasoning and its recent application in different domains. - Saroj K. Biswas 001; Nidul Sinha; Biswajit Purkayastha (Int. J. Adv. Intell. Paradigms, 2014)

Weather prediction by recurrent neural network dynamics. - Saroj K. Biswas 001; Nidul Sinha; Biswajit Purkayastha; Leniency Marbaniang (Int. J. Intell. Eng. Informatics, 2014)

Intelligent decision support system of swine flu prediction using novel case classification algorithm. - Saroj K. Biswas 001; Nidul Sinha; Barnana Baruah; Biswajit Purkayastha (Int. J. Knowl. Eng. Data Min., 2014)

A hybrid CBR classification model by integrating ANN into CBR. - Saroj K. Biswas 001; Barnana Baruah; Nidul Sinha; Biswajit Purkayastha (Int. J. Serv. Technol. Manag., 2015)

Review on Feature Selection and Classification using Neuro-Fuzzy Approaches. - Saroj K. Biswas 001; Monali Bordoloi; Biswajit Purkayastha (Int. J. Appl. Evol. Comput., 2016)

Rainfall forecasting by relevant attributes using artificial neural networks - a comparative study. - Saroj K. Biswas 001; Leniency Marbaniang; Biswajit Purkayastha; Manomita Chakraborty; Heisnam Rohen Singh; Monali Bordoloi (Int. J. Big Data Intell., 2016)

A Neuro-Fuzzy Rule-Based Classifier Using Important Features and Top Linguistic Features. - Saroj K. Biswas 001; Monali Bordoloi; Heisnam Rohen Singh; Biswajit Purkayastha (Int. J. Intell. Inf. Technol., 2016)

Rule Extraction from Training Data Using Neural Network. - Saroj K. Biswas 001; Manomita Chakraborty; Biswajit Purkayastha; Pinki Roy; Dalton Meitei Thounaojam (Int. J. Artif. Intell. Tools, 2017)

A neuro-fuzzy classification technique using dynamic clustering and GSS rule generation. - Heisnam Rohen Singh; Saroj K. Biswas 001; Biswajit Purkayastha (J. Comput. Appl. Math., 2017)

Redundancy-driven modified Tomek-link based undersampling: A solution to class imbalance. - Debashree Devi; Saroj K. Biswas 001; Biswajit Purkayastha (Pattern Recognit. Lett., 2017)

Hybrid case-based reasoning system by cost-sensitive neural network for classification. - Saroj K. Biswas 001; Manomita Chakraborty; Heisnam Rohen Singh; Debashree Devi; Biswajit Purkayastha; Akhil Kumar Das (Soft Comput., 2017)

A graph based keyword extraction model using collective node weight. - Saroj K. Biswas 001; Monali Bordoloi; Jacob Shreya (Expert Syst. Appl., 2018)

A rule generation algorithm from neural network using classified and misclassified data. - Saroj K. Biswas 001; Manomita Chakraborty; Biswajit Purkayastha (Int. J. Bio Inspired Comput., 2018)

Motor imagery task classification using intelligent algorithm with prominent trial selection. - Rajdeep Ghosh; Vikas Kumar; Nidul Sinha; Saroj K. Biswas 001 (J. Intell. Fuzzy Syst., 2018)

A Hybrid Case Based Reasoning Model for Classification in Internet of Things (IoT) Environment. - Saroj K. Biswas 001; Debashree Devi; Manomita Chakraborty (J. Organ. End User Comput., 2018)

Robust perceptual image hashing using fuzzy color histogram. - Nilesh Dilipkumar Gharde; Dalton Meitei Thounaojam; Badal Soni; Saroj K. Biswas 001 (Multim. Tools Appl., 2018)

Recursive Rule Extraction from NN using Reverse Engineering Technique. - Manomita Chakraborty; Saroj K. Biswas 001; Biswajit Purkayastha (New Gener. Comput., 2018)

Keyword extraction from micro-blogs using collective weight. - Monali Bordoloi; Saroj K. Biswas 001 (Soc. Netw. Anal. Min., 2018)

Performance Analysis of Recursive Rule Extraction Algorithms for Disease Prediction. - Manomita Chakraborty; Saroj Kumar Biswas 001; Biswajit Purkayastha (ICACIE (2), 2019)

Machine Learning based Sentiment Analysis using Graph Based Approach. - Monali Bordoloi; Saroj Kumar Biswas 001 (ICCCNT, 2019)

A Cost-sensitive weighted Random Forest Technique for Credit Card Fraud Detection. - Debashree Devi; Saroj K. Biswas 001; Biswajit Purkayastha (ICCCNT, 2019)

An Intelligent System for Diagnosis of Diabetic Retinopathy. - Saroj Kumar Biswas 001; Rohit Upadhya; Nipan Das; Dolly Das; Manomita Chakraborty; Biswajit Purkayastha (SocProS (2), 2019)

Learning in presence of class imbalance and class overlapping by using one-class SVM and undersampling technique. - Debashree Devi; Saroj K. Biswas 001; Biswajit Purkayastha (Connect. Sci., 2019)

Automated eye blink artefact removal from EEG using support vector machine and autoencoder. - Rajdeep Ghosh; Nidul Sinha; Saroj Kumar Biswas 001 (IET Signal Process., 2019)

Rule Extraction from Neural Network Using Input Data Ranges Recursively. - Manomita Chakraborty; Saroj Kumar Biswas 001; Biswajit Purkayastha (New Gener. Comput., 2019)

TLUSBoost algorithm: a boosting solution for class imbalance problem. - Sujit Kumar; Saroj Kumar Biswas 001; Debashree Devi (Soft Comput., 2019)

Deep Learning Techniques for Early Detection of Diabetic Retinopathy: Recent Developments and Techniques. - Dolly Das; Saroj Kumar Biswas 001; Sivaji Bandyopadhyay; Rabul Hussain Laskar (ICCCS, 2020)

Rule Extraction From Neuro-fuzzy System for Classification Using Feature Weights: Neuro-Fuzzy System for Classification. - Heisnam Rohen Singh; Saroj K. Biswas 001 (Int. J. Fuzzy Syst. Appl., 2020)

A novel ensembling method to boost performance of neural networks. - Manomita Chakraborty; Saroj Kumar Biswas 001; Biswajit Purkayastha (J. Exp. Theor. Artif. Intell., 2020)

Rule extraction from neural network trained using deep belief network and back propagation. - Manomita Chakraborty; Saroj Kumar Biswas 001; Biswajit Purkayastha (Knowl. Inf. Syst., 2020)

Graph based sentiment analysis using keyword rank based polarity assignment. - Monali Bordoloi; Saroj K. Biswas 001 (Multim. Tools Appl., 2020)

Keyword extraction using supervised cumulative TextRank. - Monali Bordoloi; Preetam Chayan Chatterjee; Saroj Kumar Biswas 001; Biswajit Purkayastha (Multim. Tools Appl., 2020)

Breast Cancer Management System Using Decision Tree and Neural Network. - Amrit Kumar Verma; Manomita Chakraborty; Saroj Kumar Biswas 001 (SN Comput. Sci., 2021)

A transparent rule-based expert system using neural network. - Abhinaba Dattachaudhuri; Saroj K. Biswas 001; Manomita Chakraborty; Sunita Sarkar (Soft Comput., 2021)

Rule extraction using ensemble of neural network ensembles. - Manomita Chakraborty; Saroj K. Biswas 001; Biswajit Purkayastha (Cogn. Syst. Res., 2022)

Rule extraction from decision tree: Transparent expert system of rules. - Arpita Nath Boruah; Saroj K. Biswas 001; Sivaji Bandyopadhyay (Concurr. Comput. Pract. Exp., 2022)

Computer-Aided Heart Disease Diagnosis Using Recursive Rule Extraction Algorithms from Neural Networks. - Manomita Chakraborty; Saroj Kumar Biswas 001 (Int. J. Comput. Intell. Appl., 2022)

Correlation-based Oversampling aided Cost Sensitive Ensemble learning technique for Treatment of Class Imbalance. - Debashree Devi; Saroj K. Biswas 001; Biswajit Purkayastha (J. Exp. Theor. Artif. Intell., 2022)

Perspective of AI system for COVID-19 detection using chest images: a review. - Dolly Das; Saroj Kumar Biswas 001; Sivaji Bandyopadhyay (Multim. Tools Appl., 2022)

A critical review on diagnosis of diabetic retinopathy using machine learning and deep learning. - Dolly Das; Saroj K. Biswas 001; Sivaji Bandyopadhyay (Multim. Tools Appl., 2022)

ESAD: Expert System for Apnea Detection Using Enhanced DWT Feature Extraction and Machine Learning Algorithms. - Atiya Khan; Saroj K. Biswas 001; Chukhu Chunka (ICCCNT, 2023)

Credit Risk Prediction using Extra Tree Ensembling Technique with Genetic Algorithm. - Trishita Saha; Saroj Kumar Biswas 001; Saptarsi Sanyal; Neeta Verma; Biswajit Purkayastha (ICCCNT, 2023)

Detection of Diabetic Retinopathy using Convolutional Neural Networks for Feature Extraction and Classification (DRFEC). - Dolly Das; Saroj Kumar Biswas 001; Sivaji Bandyopadhyay (Multim. Tools Appl., 2023)

A deep sign language recognition system for Indian sign language. - Soumen Das; Saroj K. Biswas 001; Biswajit Purkayastha (Neural Comput. Appl., 2023)

Transparent rule generator random forest (TRG-RF): an interpretable random forest. - Arpita Nath Boruah; Saroj Kumar Biswas 001; Sivaji Bandyopadhyay (Evol. Syst., 2023)

Smart farming using artificial intelligence: A review. - Yaganteeswarudu Akkem; Saroj Kumar Biswas 001; Aruna Varanasi (Eng. Appl. Artif. Intell., 2023)

Credit risk evaluation: a comprehensive study. - Arijit Bhattacharya; Saroj Kr. Biswas 001; Ardhendu Mandal (Multim. Tools Appl., 2023)

Automated Indian sign language recognition system by fusing deep and handcrafted feature. - Soumen Das; Saroj K. Biswas 001; Biswajit Purkayastha (Multim. Tools Appl., 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 001; Sivaji Bandyopadhyay (Int. J. Imaging Syst. Technol., 2023)

Sentiment analysis: A survey on design framework, applications and future scopes. - Monali Bordoloi; Saroj K. Biswas 001 (Artif. Intell. Rev., 2023)

Strength of Ensemble Learning in Voting Classifier for Crop Yield Prediction. - Deeksha Tripathi; Saroj K. Biswas 001; Akhil Kumar Das; Arijit Bhattacharya; Biswajit Purkayastha (ICCCNT, 2024)

A comprehensive review of synthetic data generation in smart farming by using variational autoencoder and generative adversarial network. - Yaganteeswarudu Akkem; Saroj Kumar Biswas 001; Aruna Varanasi (Eng. Appl. Artif. Intell., 2024)

Machine Learning based Intelligent System for Breast Cancer Prediction (MLISBCP). - Akhil Kumar Das; Saroj Kr. Biswas 001; Ardhendu Mandal; Arijit Bhattacharya; Saptarsi Sanyal (Expert Syst. Appl., 2024)

Infusing Weighted Average Ensemble Diversity for Advanced Breast Cancer Detection. - Barsha Abhisheka; Saroj Kumar Biswas 001; Biswajit Purkayastha (Int. J. Imaging Syst. Technol., 2024)

An Expert System for Indian Sign Language Recognition Using Spatial Attention-based Feature and Temporal Feature. - Soumen Das; Saroj Kr. Biswas 001; Biswajit Purkayastha (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2024)

Recent trend in medical imaging modalities and their applications in disease diagnosis: a review. - Barsha Abhisheka; Saroj Kumar Biswas 001; Biswajit Purkayastha; Dolly Das; Alexandre Escargueil (Multim. Tools Appl., 2024)

HBNet: an integrated approach for resolving class imbalance and global local feature fusion for accurate breast cancer classification. - Barsha Abhisheka; Saroj K. Biswas 001; Biswajit Purkayastha (Neural Comput. Appl., 2024)

Comprehensible and transparent rule extraction using neural network. - Saroj K. Biswas 001; Arijit Bhattacharya; Abhinaba Duttachoudhury; Manomita Chakraborty; Akhil Kumar Das (Multim. Tools Appl., 2024)

Occlusion robust sign language recognition system for indian sign language using CNN and pose features. - Soumen Das; Saroj Kr. Biswas 001; Biswajit Purkayastha (Multim. Tools Appl., 2024)

Streamlit-based enhancing crop recommendation systems with advanced explainable artificial intelligence for smart farming. - Yaganteeswarudu Akkem; Saroj Kumar Biswas 001; Aruna Varanasi (Neural Comput. Appl., 2024)

Breast Cancer Prediction using Stacking Models & Hyperparameter Tuning. - Rahul Karmakar; Akhil Kumar Das; Debapriya Sarkar; Saroj Kumar Biswas 001; Ardhendu Mandal; Arijit Bhattacharya (Inteligencia Artif., 2025)

Ohabm-net: an enhanced attention-driven hybrid network for improved breast mass detection. - Barsha Abhisheka; Saroj K. Biswas 001; Biswajit Purkayastha (Neural Comput. Appl., 2025)

Analysis of An Intellectual Mechanism of a Novel Crop Recommendation System Using Improved Heuristic Algorithm-Based Attention and Cascaded Deep Learning Network. - Yaganteeswarudu Akkem; Saroj Kumar Biswas 001 (IEEE Trans. Artif. Intell., 2025)