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Shounak Datta

Observed names: Datta, Shounak, S. Datta
ORCID: 0000-0003-3774-556X
Observed ORCID: 0000-0003-3774-556X
OpenAlex ID: A5101966587
Generative Adversarial Minority Oversampling
2019 · Sankha Subhra Mullick, Shounak Datta, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 244
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Handling data irregularities in classification: Foundations, trends, and future challenges
2018 · Swagatam Das, Shounak Datta, et al. · Pattern Recognition · 216
Near-Bayesian Support Vector Machines for imbalanced data classification with equal or unequal misclassification costs
2015 · Shounak Datta, Swagatam Das · Neural Networks · 166
Adaptive Learning-Based $k$ -Nearest Neighbor Classifiers With Resilience to Class Imbalance
2018 · Sankha Subhra Mullick, Shounak Datta, et al. · IEEE Transactions on Neural Networks and Learning Systems · 129
Appropriateness of performance indices for imbalanced data classification: An analysis
2020 · Sankha Subhra Mullick, Shounak Datta, et al. · Pattern Recognition · 70
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Multiobjective Support Vector Machines: Handling Class Imbalance With Pareto Optimality
2018 · Shounak Datta, Swagatam Das · IEEE Transactions on Neural Networks and Learning Systems · 46
Fast automatic estimation of the number of clusters from the minimum inter-center distance for k-means clustering
2018 · Avisek Gupta, Shounak Datta, et al. · Pattern Recognition Letters · 45
Deep Learning–Assisted Detection of Glaucoma Progression in Spectral-Domain OCT
2022 · Eduardo B. Mariottoni, Shounak Datta, et al. · Ophthalmology Glaucoma · 41
Fuzzy Clustering to Identify Clusters at Different Levels of Fuzziness: An Evolutionary Multiobjective Optimization Approach
2019 · Avisek Gupta, Shounak Datta, et al. · IEEE Transactions on Cybernetics · 39
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Boosting with Lexicographic Programming: Addressing Class Imbalance without Cost Tuning
2019 · Shounak Datta, Sayak Nag, et al. · IEEE Transactions on Knowledge and Data Engineering · 38
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Clustering with missing features: a penalized dissimilarity measure based approach
2018 · Shounak Datta, Supritam Bhattacharjee, et al. · Machine Learning · 27
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A Radial Boundary Intersection aided interior point method for multi-objective optimization
2016 · Shounak Datta, Abhiroop Ghosh, et al. · Information Sciences · 27
A feature weighted penalty based dissimilarity measure for k-nearest neighbor classification with missing features
2016 · Shounak Datta, Debaleena Misra, et al. · Pattern Recognition Letters · 23
RetiNerveNet: using recursive deep learning to estimate pointwise 24-2 visual field data based on retinal structure
2021 · Shounak Datta, Eduardo B. Mariottoni, et al. · Scientific Reports · 21
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Electrooculogram Based Online Control Signal Generation for Wheelchair
2012 · Anwesha Banerjee, Shounak Datta, et al. · International Symposium on Electronic System Design · 14
Interval Bound Interpolation for Few-shot Learning with Few Tasks
2022 · Datta, Shounak, Mullick, Sankha Subhra, et al. · arXiv (Cornell University) · 4
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Diversifying Support Vector Machines for Boosting using Kernel Perturbation: Applications to Class Imbalance and Small Disjuncts
2017 · Datta, Shounak, Nag, Sayak, et al. · arXiv (Cornell University) · 4
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Real Time Electro-Oculogram Driven Rehabilitation Aid
2012 · Anwesha Banerjee, Pratyusha Das, et al. · Advances in intelligent systems and computing · 4
Generalized mean based back-propagation of errors for ambiguity resolution
2017 · Shounak Datta, Sankha Subhra Mullick, et al. · Pattern Recognition Letters · 2
Rough-Fuzzy Collaborative Multi-level Image Thresholding: A Differential Evolution Approach
2015 · Sujoy Paul, Shounak Datta, et al. · Advances in intelligent systems and computing · 2
A Deep Learning-Based Mapping of Structure to Function in Glaucoma
2020 · Eduardo B. Mariottoni, Shounak Datta, et al. · Investigative Ophthalmology & Visual Science · 1
On Boosting, Tug of War, and Lexicographic Programming.
2017 · Shounak Datta, Sayak Nag, et al. · 1
Studies on adsorption and decolourisation of reactive dye on TiO2 surface
2009 · S. Dutta, S.A. Parsons, et al. · International Journal of Environmental Engineering · 1
Evaluating Hallucination in Large Vision-Language Models based on Context-Aware Object Similarities
2025 · Datta, Shounak, Sundararaman, Dhanasekar · arXiv (Cornell University)
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Works count: 24
Citation count: 1,165
H-index: 14
I10-index: 15
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