Biswajit Purkayastha

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 25

Top Topics

Class Imbalance

Rule Extraction

Top Venues

Multim. Tools Appl.

J. Exp. Theor. Artif. Intell.

New Gener. Comput.

Neural Comput. Appl.

Publications

Barsha Abhisheka, Saroj K. Biswas, Biswajit Purkayastha
HBNet: an integrated approach for resolving class imbalance and global local feature fusion for accurate breast cancer classification. Neural Comput. Appl. 36 (15) (2024)
Barsha Abhisheka, Saroj Kumar Biswas, Biswajit Purkayastha, Dolly Das, Alexandre Escargueil
Recent trend in medical imaging modalities and their applications in disease diagnosis: a review. Multim. Tools Appl. 83 (14) (2024)
Soumen Das, Saroj Kr. Biswas, Biswajit Purkayastha
An Expert System for Indian Sign Language Recognition Using Spatial Attention-based Feature and Temporal Feature. ACM Trans. Asian Low Resour. Lang. Inf. Process. 23 (3) (2024)
Trishita Saha, Saroj Kumar Biswas, Saptarsi Sanyal, Neeta Verma, Biswajit Purkayastha
Credit Risk Prediction using Extra Tree Ensembling Technique with Genetic Algorithm. ICCCNT (2023)
Soumen Das, Saroj K. Biswas, Biswajit Purkayastha
A deep sign language recognition system for Indian sign language. Neural Comput. Appl. 35 (2) (2023)
Soumen Das, Saroj K. Biswas, Biswajit Purkayastha
Automated Indian sign language recognition system by fusing deep and handcrafted feature. Multim. Tools Appl. 82 (11) (2023)
Manomita Chakraborty, Saroj K. Biswas, Biswajit Purkayastha
Rule extraction using ensemble of neural network ensembles. Cogn. Syst. Res. 75 (2022)
Debashree Devi, Saroj K. Biswas, Biswajit Purkayastha
Correlation-based Oversampling aided Cost Sensitive Ensemble learning technique for Treatment of Class Imbalance. J. Exp. Theor. Artif. Intell. 34 (1) (2022)
Monali Bordoloi, Preetam Chayan Chatterjee, Saroj Kumar Biswas, Biswajit Purkayastha
Keyword extraction using supervised cumulative TextRank. Multim. Tools Appl. 79 (41-42) (2020)
Manomita Chakraborty, Saroj Kumar Biswas, Biswajit Purkayastha
A novel ensembling method to boost performance of neural networks. J. Exp. Theor. Artif. Intell. 32 (1) (2020)
Manomita Chakraborty, Saroj Kumar Biswas, Biswajit Purkayastha
Rule extraction from neural network trained using deep belief network and back propagation. Knowl. Inf. Syst. 62 (9) (2020)
Debashree Devi, Saroj K. Biswas, Biswajit Purkayastha
Learning in presence of class imbalance and class overlapping by using one-class SVM and undersampling technique. Connect. Sci. 31 (2) (2019)
Saroj Kumar Biswas, Rohit Upadhya, Nipan Das, Dolly Das, Manomita Chakraborty, Biswajit Purkayastha
An Intelligent System for Diagnosis of Diabetic Retinopathy. SocProS (2) (2019)
Debashree Devi, Saroj K. Biswas, Biswajit Purkayastha
A Cost-sensitive weighted Random Forest Technique for Credit Card Fraud Detection. ICCCNT (2019)
Manomita Chakraborty, Saroj Kumar Biswas, Biswajit Purkayastha
Performance Analysis of Recursive Rule Extraction Algorithms for Disease Prediction. ICACIE (2) (2019)
Manomita Chakraborty, Saroj Kumar Biswas, Biswajit Purkayastha
Rule Extraction from Neural Network Using Input Data Ranges Recursively. New Gener. Comput. 37 (1) (2019)
Manomita Chakraborty, Saroj K. Biswas, Biswajit Purkayastha
Recursive Rule Extraction from NN using Reverse Engineering Technique. New Gener. Comput. 36 (2) (2018)
Saroj K. Biswas, Manomita Chakraborty, Biswajit Purkayastha
A rule generation algorithm from neural network using classified and misclassified data. Int. J. Bio Inspired Comput. 11 (1) (2018)
Saroj K. Biswas, Manomita Chakraborty, Heisnam Rohen Singh, Debashree Devi, Biswajit Purkayastha, Akhil Kr. Das
Hybrid case-based reasoning system by cost-sensitive neural network for classification. Soft Comput. 21 (24) (2017)
Debashree Devi, Saroj K. Biswas, Biswajit Purkayastha
Redundancy-driven modified Tomek-link based undersampling: A solution to class imbalance. Pattern Recognit. Lett. 93 (2017)
Heisnam Rohen Singh, Saroj K. Biswas, Biswajit Purkayastha
A neuro-fuzzy classification technique using dynamic clustering and GSS rule generation. J. Comput. Appl. Math. 309 (2017)
Saroj K. Biswas, Manomita Chakraborty, Biswajit Purkayastha, Pinki Roy, Dalton Meitei Thounaojam
Rule Extraction from Training Data Using Neural Network. Int. J. Artif. Intell. Tools 26 (3) (2017)
Saroj K. Biswas, Monali Bordoloi, Heisnam Rohen Singh, Biswajit Purkayastha
A Neuro-Fuzzy Rule-Based Classifier Using Important Features and Top Linguistic Features. Int. J. Intell. Inf. Technol. 12 (3) (2016)
Saroj K. Biswas, Monali Bordoloi, Biswajit Purkayastha
Review on Feature Selection and Classification using Neuro-Fuzzy Approaches. Int. J. Appl. Evol. Comput. 7 (4) (2016)
Saroj K. Biswas, Leniency Marbaniang, Biswajit Purkayastha, Manomita Chakraborty, Heisnam Rohen Singh, Monali Bordoloi
Rainfall forecasting by relevant attributes using artificial neural networks - a comparative study. Int. J. Big Data Intell. 3 (2) (2016)
Saroj K. Biswas, Nidul Sinha, Biswajit Purkayastha, Leniency Marbaniang
Weather prediction by recurrent neural network dynamics. Int. J. Intell. Eng. Informatics 2 (2/3) (2014)
Saroj K. Biswas, Nidul Sinha, Barnana Baruah, Biswajit Purkayastha
Intelligent decision support system of swine flu prediction using novel case classification algorithm. Int. J. Knowl. Eng. Data Min. 3 (1) (2014)
Saroj K. Biswas, Nidul Sinha, Biswajit Purkayastha
A review on fundamentals of case-based reasoning and its recent application in different domains. Int. J. Adv. Intell. Paradigms 6 (3) (2014)
Nidul Sinha, Bipul Syam Purkayastha, Biswajit Purkayastha
Hybrid PSO/self-adaptive improved EP for economic dispatch with nonsmooth cost function. IEEE Congress on Evolutionary Computation (2007)