Sanyam Shukla

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 28

Top Topics

Class Imbalance

Feature Extractors

Extreme Learning Machine

Top Venues

Expert Syst. Appl.

Int. J. Mach. Learn. Cybern.

Int. J. Imaging Syst. Technol.

Neural Networks

Publications

Saurabh Shrivastava, Sanyam Shukla, Nilay Khare
Support vector machine with eagle loss function. Expert Syst. Appl. 238 (Part E) (2024)
Sowkarthika B., Manasi Gyanchandani, Rajesh Wadhvani, Sanyam Shukla
Data complexity-based dynamic ensembling of SVMs in classification. Expert Syst. Appl. 216 (2023)
Saurabh Shrivastava, Sanyam Shukla, Nilay Khare
A stable variant of linex loss SVM for handling noise with reduced hyperparameters. Inf. Sci. 646 (2023)
Virendra Patel, Sanyam Shukla, Manasi Gyanchandani
Analysis of Different Loss Function for Designing Custom CNN for Traffic Sign Recognition. WINS (2022)
Roshani Choudhary, Jayesh Kumar Kashyap, Sanyam Shukla, Manasi Gyanchandani
Feature Selection in Under bagging Based Kernel ELM for Handling Class Imbalance Dataset Classification. WCES (2022)
Bhagat Singh Raghuwanshi, Akansha Mangal, Sanyam Shukla
Universum based kernelized weighted extreme learning machine for imbalanced datasets. Int. J. Mach. Learn. Cybern. 13 (11) (2022)
Roshani Choudhary, Sanyam Shukla
Reduced-Kernel Weighted Extreme Learning Machine Using Universum Data in Feature Space (RKWELM-UFS) to Handle Binary Class Imbalanced Dataset Classification. Symmetry 14 (2) (2022)
Bhagat Singh Raghuwanshi, Sanyam Shukla
Classifying multiclass imbalanced data using generalized class-specific extreme learning machine. Prog. Artif. Intell. 10 (3) (2021)
Bhagat Singh Raghuwanshi, Sanyam Shukla
Minimum variance-embedded kernelized extension of extreme learning machine for imbalance learning. Pattern Recognit. 119 (2021)
Bhagat Singh Raghuwanshi, Sanyam Shukla
Minimum class variance class-specific extreme learning machine for imbalanced classification. Expert Syst. Appl. 178 (2021)
Bhagat Singh Raghuwanshi, Sanyam Shukla
Classifying imbalanced data using SMOTE based class-specific kernelized ELM. Int. J. Mach. Learn. Cybern. 12 (5) (2021)
Roshani Choudhary, Sanyam Shukla
A clustering based ensemble of weighted kernelized extreme learning machine for class imbalance learning. Expert Syst. Appl. 164 (2021)
Shweta Saxena, Sanyam Shukla, Manasi Gyanchandani
Breast cancer histopathology image classification using kernelized weighted extreme learning machine. Int. J. Imaging Syst. Technol. 31 (1) (2021)
Bhagat Singh Raghuwanshi, Sanyam Shukla
SMOTE based class-specific extreme learning machine for imbalanced learning. Knowl. Based Syst. 187 (2020)
Shweta Saxena, Sanyam Shukla, Manasi Gyanchandani
Pre-trained convolutional neural networks as feature extractors for diagnosis of breast cancer using histopathology. Int. J. Imaging Syst. Technol. 30 (3) (2020)
Bhagat Singh Raghuwanshi, Sanyam Shukla
Classifying imbalanced data using BalanceCascade-based kernelized extreme learning machine. Pattern Anal. Appl. 23 (3) (2020)
Bhagat Singh Raghuwanshi, Sanyam Shukla
Class-specific cost-sensitive boosting weighted ELM for class imbalance learning. Memetic Comput. 11 (3) (2019)
Bhagat Singh Raghuwanshi, Sanyam Shukla
Class imbalance learning using UnderBagging based kernelized extreme learning machine. Neurocomputing 329 (2019)
Sanyam Shukla, Bhagat Singh Raghuwanshi
Online sequential class-specific extreme learning machine for binary imbalanced learning. Neural Networks 119 (2019)
Sukirty Jain, Mona Singhal, Sanyam Shukla
Comments on "Traffic Sign Recognition Using Kernel Extreme Learning Machines With Deep Perceptual Features". IEEE Trans. Intell. Transp. Syst. 20 (10) (2019)
Bhagat Singh Raghuwanshi, Sanyam Shukla
Classifying imbalanced data using ensemble of reduced kernelized weighted extreme learning machine. Int. J. Mach. Learn. Cybern. 10 (11) (2019)
Trupti Chandak, Sanyam Shukla, Rajesh Wadhvani
An analysis of "A feature reduced intrusion detection system using ANN classifier" by Akashdeep et al. expert systems with applications (2017). Expert Syst. Appl. 130 (2019)
Bhagat Singh Raghuwanshi, Sanyam Shukla
Generalized class-specific kernelized extreme learning machine for multiclass imbalanced learning. Expert Syst. Appl. 121 (2019)
Sukirty Jain, Sanyam Shukla, Rajesh Wadhvani
Dynamic selection of normalization techniques using data complexity measures. Expert Syst. Appl. 106 (2018)
Bhagat Singh Raghuwanshi, Sanyam Shukla
UnderBagging based reduced Kernelized weighted extreme learning machine for class imbalance learning. Eng. Appl. Artif. Intell. 74 (2018)
Bhagat Singh Raghuwanshi, Sanyam Shukla
Class-specific extreme learning machine for handling binary class imbalance problem. Neural Networks 105 (2018)
Bhagat Singh Raghuwanshi, Sanyam Shukla
Class-specific kernelized extreme learning machine for binary class imbalance learning. Appl. Soft Comput. 73 (2018)
Sanyam Shukla, Ram Narayan Yadav, Lokesh Naktode
Correlation Based Extreme Learning Machine. DeSE (2016)
Sanyam Shukla, Ram Narayan Yadav
Regularized Weighted Circular Complex-Valued Extreme Learning Machine for Imbalanced Learning. IEEE Access 3 (2015)