S
Sanyam Shukla
Researcher at Maulana Azad National Institute of Technology
Publications - 52
Citations - 1205
Sanyam Shukla is an academic researcher from Maulana Azad National Institute of Technology. The author has contributed to research in topics: Extreme learning machine & Support vector machine. The author has an hindex of 13, co-authored 43 publications receiving 634 citations.
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Proceedings ArticleDOI
Analysis of k-Fold Cross-Validation over Hold-Out Validation on Colossal Datasets for Quality Classification
Sanjay Yadav,Sanyam Shukla +1 more
TL;DR: Results show that till a certain threshold, k-fold cross-validation with varying value of k with respect to number of instances can indeed be used over hold-out validation for quality classification.
Journal ArticleDOI
Dynamic selection of normalization techniques using data complexity measures
TL;DR: The result shows that the model developed using Gaussian Kernel ELM (KELM) and Support Vector Machine (SVM) give promising results for most of the evaluated classification problems.
Journal ArticleDOI
Class imbalance learning using UnderBagging based kernelized extreme learning machine
TL;DR: An UnderBagging ensemble is proposed which employs kernelized ELM as the component classifier to make the ensemble as it is stable and has the promising generalization performance.
Journal ArticleDOI
SMOTE based class-specific extreme learning machine for imbalanced learning
TL;DR: This work proposes a novel SMOTE based class-specific extreme learning machine (SMOTE-CSELM), a variant of class- specific extreme learning Machine (CS-ELM) which exploits the benefit of both the minority oversampling and the class- Specific regularization.