Shounak Datta

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	All	Since 2015
Citations	331	322
h-index	8	8
i10-index	7	7

160

120

20142015201620172018201920209 10 19 17 47 76 152

Co-authors

Swagatam DasElectronics and Communication Sciences Unit, Indian Statistical Institute, KolkataVerified email at isical.ac.in
Sankha Subhra MullickIndian Statistical InstituteVerified email at isical.ac.in
Amit KonarProfessor of Electronics and Tele-Communication Department, Jadavpur UniversityVerified email at etce.jdvu.ac.in
D N TibarewalaFormer Professor of Biomedical Engineering, Jadavpur University, Kolkata 700 032, INDIA.Verified email at school.jdvu.ac.in
Anwesha BanerjeePhD (Engineering) from Jadavpur UniversityVerified email at research.jdvu.ac.in
Bidyut Baran ChaudhuriINAE Distinguished Professor and J. C. Bose Fellow, Indian Statistical InstituteVerified email at isical.ac.in
Lawrence CarinProfessor of Electrical and Computer Engineering, Duke UniversityVerified email at ece.duke.edu
David DovDuke UniversityVerified email at duke.edu
Eduardo MariottoniDuke UniversityVerified email at duke.edu
Felipe A MedeirosDuke UniversityVerified email at duke.edu
Alessandro A JammalUniversidade Estadual de Campinas (UNICAMP)Verified email at dac.unicamp.br
Debaleena MisraVerified email at liris.cnrs.fr
Krishnendu SanyalNational University of SingaporeVerified email at nus.edu.sg
Chenyang TaoPostdoctoral Researcher, Duke UniversityVerified email at duke.edu
Serge AssaadPh.D. Student, Duke UniversityVerified email at duke.edu
Fan LiDepartment of Statistical Science, Duke UniversityVerified email at duke.edu
Shuxi ZengDuke UniversityVerified email at duke.edu
Arka GhoshResearcher ,Indian Statistical Institute, Kolkata. JRF, IIEST, ShibpurVerified email at isical.ac.in
Sujoy PaulPhD Candidate, University of California-RiversideVerified email at ucr.edu
Pratyusha DasUNIVERSITY OF SOUTHERN CALIFORNIAVerified email at usc.edu

Shounak Datta

Duke University

Verified email at duke.edu - Homepage

Machine Learning Imbalanced Classification Missing Data Clustering Optimization


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Near-Bayesian support vector machines for imbalanced data classification with equal or unequal misclassification costs S Datta, S Das Neural Networks 70, 39-52, 2015	92	2015
Handling data irregularities in classification: Foundations, trends, and future challenges S Das, S Datta, BB Chaudhuri Pattern Recognition 81, 674-693, 2018	68	2018
Adaptive Learning-Based -Nearest Neighbor Classifiers With Resilience to Class Imbalance SS Mullick, S Datta, S Das IEEE transactions on neural networks and learning systems 29 (11), 5713-5725, 2018	30	2018
Generative Adversarial Minority Oversampling SS Mullick, S Datta, S Das International Conference on Computer Vision 2019, 2019	24	2019
Single channel electrooculogram (EOG) based interface for mobility aid A Banerjee, S Chakraborty, P Das, S Datta, A Konar, DN Tibarewala, ... 2012 4th International Conference on Intelligent Human Computer Interaction …, 2012	23	2012
Multiobjective Support Vector Machines: Handling Class Imbalance With Pareto Optimality S Datta, S Das IEEE Transactions on Neural Networks and Learning Systems, 1-7, 2018	15	2018
A feature weighted penalty based dissimilarity measure for -nearest neighbor classification with missing features S Datta, D Misra, S Das Pattern Recognition Letters 80, 231-237, 2016	14	2016
Clustering with missing features: A penalized dissimilarity measure based approach S Datta, S Bhattacharjee, S Das Machine Learning, 1-39, 2018	9	2018
Fast automatic estimation of the number of clusters from the minimum inter-center distance for -means clustering A Gupta, S Datta, S Das Pattern Recognition Letters 116, 72-79, 2018	8	2018
Electrooculogram based online control signal generation for wheelchair A Banerjee, S Datta, P Das, A Konar, DN Tibarewala, R Janarthanan 2012 International Symposium on Electronic System Design (ISED), 251-255, 2012	8	2012
Development strategy of eye movement controlled rehabilitation aid using Electro-oculogram A Banerjee, S Datta, A Konar, DN Tibarewala Int. J. Sci. Eng. Res 3 (6), 1-6, 2012	8	2012
Appropriateness of Performance Indices for Imbalanced Data Classification: An Analysis SS Mullick, S Datta, SG Dhekane, S Das Pattern Recognition, 107197, 2020	7	2020
Boosting with lexicographic programming: Addressing class imbalance without cost tuning S Datta, S Nag, S Das IEEE Transactions on Knowledge and Data Engineering 32 (5), 883-897, 2019	6	2019
A radial boundary intersection aided interior point method for multi-objective optimization S Datta, A Ghosh, K Sanyal, S Das Information Sciences 377, 1-16, 2017	6	2017
Artificial Intelligence Mapping of Structure to Function in Glaucoma EB Mariottoni, S Datta, D Dov, AA Jammal, SI Berchuck, IM Tavares, ... Translational Vision Science & Technology, 2020	5	2020
Fuzzy Clustering to Identify Clusters at Different Levels of Fuzziness: An Evolutionary Multi-Objective Optimization Approach A Gupta, S Datta, S Das IEEE Transactions on Cybernetics, 2019	3	2019
Diversifying Support Vector Machines for Boosting using Kernel Perturbation: Applications to Class Imbalance and Small Disjuncts S Datta, S Nag, SS Mullick, S Das arXiv preprint arXiv:1712.08493, 2017	2	2017
Real time electro-oculogram driven rehabilitation aid A Banerjee, P Das, S Datta, A Konar, R Janarthanan, DN Tibarewala Proceedings of International Conference on Advances in Computing, 435-440, 2013	2	2013
Generalized mean based back-propagation of errors for ambiguity resolution S Datta, SS Mullick, S Das Pattern Recognition Letters 94, 22-29, 2017	1	2017
Counterfactual Representation Learning with Balancing Weights S Assaad, S Zeng, C Tao, S Datta, N Mehta, R Henao, F Li, L Carin arXiv preprint arXiv:2010.12618, 2020		2020

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