Shounak Datta

According to our database1, Shounak Datta authored at least 21 papers between 2012 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




Multiobjective Support Vector Machines: Handling Class Imbalance With Pareto Optimality.
IEEE Trans. Neural Netw. Learning Syst., 2019

Added Value of Intraoperative Data for Predicting Postoperative Complications: Development and Validation of a MySurgeryRisk Extension.
CoRR, 2019

Generative Adversarial Minority Oversampling.
CoRR, 2019

Developing non-linear rate constant QSPR using decision trees and multi-gene genetic programming.
Computers & Chemical Engineering, 2019

Using correlation based adaptive LASSO algorithm to develop QSPR of antitumour agents for DNA-drug binding prediction.
Computers & Chemical Engineering, 2019

Adaptive Learning-Based $k$ -Nearest Neighbor Classifiers With Resilience to Class Imbalance.
IEEE Trans. Neural Netw. Learning Syst., 2018

Fast automatic estimation of the number of clusters from the minimum inter-center distance for k-means clustering.
Pattern Recognit. Lett., 2018

Handling data irregularities in classification: Foundations, trends, and future challenges.
Pattern Recognition, 2018

Clustering with missing features: a penalized dissimilarity measure based approach.
Machine Learning, 2018

Fuzzy Clustering to Identify Clusters at Different Levels of Fuzziness: An Evolutionary Multi-Objective Optimization Approach.
CoRR, 2018

Generalized mean based back-propagation of errors for ambiguity resolution.
Pattern Recognit. Lett., 2017

A Radial Boundary Intersection aided interior point method for multi-objective optimization.
Inf. Sci., 2017

Diversifying Support Vector Machines for Boosting using Kernel Perturbation: Applications to Class Imbalance and Small Disjuncts.
CoRR, 2017

Tighter Einstein-Podolsky-Rosen steering inequality based on the sum uncertainty relation.
CoRR, 2017

On Boosting, Tug of War, and Lexicographic Programming.
CoRR, 2017

Hybrid genetic algorithm-decision tree approach for rate constant prediction using structures of reactants and solvent for Diels-Alder reaction.
Computers & Chemical Engineering, 2017

A feature weighted penalty based dissimilarity measure for k-nearest neighbor classification with missing features.
Pattern Recognit. Lett., 2016

Near-Bayesian Support Vector Machines for imbalanced data classification with equal or unequal misclassification costs.
Neural Networks, 2015

Rough-Fuzzy Collaborative Multi-level Image Thresholding: A Differential Evolution Approach.
Proceedings of the Mendel 2015, 2015

Electrooculogram Based Online Control Signal Generation for Wheelchair.
Proceedings of the International Symposium on Electronic System Design, 2012

Single channel electrooculogram(EOG) based interface for mobility aid.
Proceedings of the 4th International Conference on Intelligent Human Computer Interaction, 2012