Papers

*Last updated on Dec 2024

2024

• Kushankur Ghosh, Murilo Coelho Naldi, Jörg Sander, and Euijin Choo, “Unsupervised Parameter-free Outlier Detection using HDBSCAN* Outlier Profiles”, IEEE International Conference on Big Data (IEEE BigData 2024), IEEE, USA. (Link) {Conference} <code>

• Sankhadeep Chatterjee, Kushankur Ghosh, Saranya Bhattacharjee, Asit Das, and Soumen Banerjee, “Federated Artificial Resampling for Imbalanced Facial Emotion Recognition”, IEEE Transactions on Affective Computing, IEEE. (Link)  {Journal} <code>

2023

• Sankhadeep Chatterjee, Saranya Bhattacharjee, Kushankur Ghosh, Asit Kumar Das, and Soumen Banerjee, “Class Biased Sarcasm Detection using BiLSTM Variational Autoencoder based Synthetic Oversampling”, Soft Computing, Springer. (Link)  {Journal}

• Sankhadeep Chatterjee, Soumyajit Maity, Kushankur Ghosh, Asit Kumar Das, and Soumen Banerjee, “Majority biased Facial Emotion recognition using Residual Variational Autoencoders”, Multimedia Tools and Applications, Springer. (Link) {Journal}

2022

• Kushankur Ghosh, Colin Bellinger, Roberto Corizzo, Paula Branco, Bartosz Krawczyk, and Nathalie Japkowicz, "The Class Imbalance Problem in Deep Learning", Machine Learning, Springer. (Link) {Journal} <code>

• Sankhadeep Chatterjee, Kushankur Ghosh, Arghasree Banerjee, and Soumen Banerjee, “Forecasting COVID-19 outbreak through fusion of Internet Search, Social Media and Air Quality Data: A retrospective study in Indian context”, IEEE Transactions on Computational Social Systems, IEEE. (Link) {Journal}

• Arghasree Banerjee, Kushankur Ghosh, Rahul Sen, Aritro Chakraborty, Sudipta Roy Chowdhury, and Sankhadeep Chatterjee, “NO PHISHING! Noise Resistant Data Resampling in Majority biased detection of Malicious Websites”, 3rd International Conference on Emerging Technologies in Data Mining and Information Security (IEMIS' 2022), Springer, India. (Link) {Conference}

2021 

• Kushankur Ghosh, Colin Bellinger, Roberto Corizzo, Bartosz Krawczyk, and Nathalie Japkowicz, "On the combined effect of class imbalance and concept complexity in deep learning", IEEE International Conference on Big Data (IEEE BigData 2021), IEEE, USA. (Link) {Conference} <code>

• Kushankur Ghosh, "PRACTITIONER SUMMARY: Googling for Software Development: What Developers Search For and What They Find", It Will Never Work in Theory. (Link) {Practitioner Summary}

• Arghasree Banerjee, Kushankur Ghosh, Sankhadeep Chatterjee, Diptaraj Sen, “FOFO: Fused Oversampling Framework by addressing Outliers”, 3rd IEEE Conference on Emerging Smart Computing & Informatics (ESCI-2021), IEEE, India. (Link) {Conference}

• Kushankur Ghosh, Arghasree Banerjee, Sankhadeep Chatterjee, Mayukh Bhattacharjee, Arya Sarkar, “Oversampling using Fuzzy Rough Set Theory in Imbalanced Neural based Diabetic patient Readmission Prediction: A hybrid approach”, 11th International Conference on Computer Communication and Informatics 2021 (ICCCI 2021), IEEE, India. (Link) {Conference}

2020

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• Arghasree Banerjee, Mayukh Bhattacharjee, Kushankur Ghosh, Sankhadeep Chatterjee, “Synthetic Minority Oversampling in addressing imbalanced Sarcasm Detection in Social Media”, Multimedia Tools and Applications, Springer. (Link) {Journal}

• Mayukh Bhattacharjee, Kushankur Ghosh, Arghasree Banerjee, Sankhadeep Chatterjee, “Multilabel Sentiment Prediction by addressing Imbalanced Class Problem using Oversampling”, In 6th International Conference on Opto-Electronics and Applied Optics (OPTRONIX-2020), Springer, India. (Link) {Conference}

• Kushankur Ghosh, Arghasree Banerjee, Mayukh Bhattacharjee, Sankhadeep Chatterjee, “Improved Twitter Sarcasm Detection by addressing Imbalanced Class Problem”, In 6th International Conference on Opto-Electronics and Applied Optics (OPTRONIX-2020), Springer, India. (Link) {Conference}

• Sankhadeep Chatterjee, Asit Kumar Das, Kushankur Ghosh, Arghasree Banerjee, Mayukh Bhattacharjee, Soumen Banerjee, “Performance Improvement of Artificial Neural Networks by Addressing Class Overlapping Problem”, In 6th International Conference on Opto-Electronics and Applied Optics (OPTRONIX-2020), Springer, India. (Link) {Conference}

• Kushankur Ghosh, Arya Sarkar, Arghasree Banerjee, Sankhadeep Chatterjee, “Performance Improvement of Convolutional Neural Network using Random Under Sampling”, In 6th International Conference on Opto-Electronics and Applied Optics (OPTRONIX-2020), Springer, India. (Link) {Conference}

• Arghasree Banerjee, Kushankur Ghosh, Arya Sarkar, Mayukh Bhattacharjee, Sankhadeep Chatterjee, “Effects of Class Imbalance Problem in Convolutional Neural Network based Image Classification”, In 6th International Conference on Opto-Electronics and Applied Optics (OPTRONIX-2020), Springer, India. (Link) {Conference}

• Shouvik Chakraborty, Kalyani Mali, Kushankur Ghosh, Arya Sarkar, Sankhadeep Chatterjee, “A Biomedical Image Segmentation Approach using Darwinian Particle Swarm Optimization and Thresholding”, In 6th International Conference on Opto-Electronics and Applied Optics (OPTRONIX-2020), Springer, India. (Link) {Conference}

• Shouvik Chakraborty, Kalyani Mali, Kushankur Ghosh, Arya Sarkar, “Penalized Fuzzy C-Means coupled Level Set based Biomedical Image Segmentation”, In 6th International Conference on Opto-Electronics and Applied Optics (OPTRONIX-2020), Springer, India. (Link) {Conference}

2019

• Kushankur Ghosh, Arghasree Banerjee, Sankhadeep Chatterjee, Soumya Sen, “Imbalanced Twitter Sentiment Analysis using Minority Oversampling”, In 10th IEEE International Conference on Awareness Science and Technology (iCAST 2019), IEEE, Japan. (Link) {Conference}

• Mousomi Roy, Shouvik Chakraborty, Kalyani Mali, Arghasree Banerjee, Kushankur Ghosh, Sankhadeep Chatterjee, “Biomedical Image Security using Matrix Manipulation and DNA Encryption”, In Proceedings of International Ethical Hacking Conference (eHaCON 2019), Springer, India. (Link) {Conference}

• Mousomi Roy, Shouvik Chakraborty, Kalyani Mali, Kushankur Ghosh, Arghasree Banerjee, Sankhadeep Chatterjee, “Data Security Techniques based on DNA Encryption”, In Proceedings of International Ethical Hacking Conference (eHaCON 2019), Springer, India. (Link) {Conference}​

• Kushankur Ghosh, Arghasree Banerjee, “A Brief Study and An Arduino Based Implementation of Booth’s Multiplication Algorithm”, International Journal of Computer Sciences and Engineering. [UGC Indexed] (Link) {Journal}