Sanyam Shukla

35 papers C 1Journal 31Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Novel Nonparallel Hyperplane Based Extreme Learning Machine for Classification.
IEEE Access
Arvind Kumar, Sanyam Shukla, Manasi Gyanchandani
2025 J jnl
Data complexity measures for classification of a multi-concept dataset.
Multim. Tools Appl.
Sowkarthika B., Manasi Gyanchandani, Rajesh Wadhvani, Sanyam Shukla
2025 J jnl
Enhance differential privacy mechanisms for clinical data analysis using CNNs and reinforcement learning.
J. Big Data
Rakesh Batchala, Priyank Jain, Manasi Gyanchandani, Sanyam Shukla, Rajesh Wadhvani
2025 J jnl
Handling heteroscedasticity in kernelized extreme learning machine based regression and deep learning models for traffic sign detection using box cox and Yeo Johnson transformations.
Signal Image Video Process.
Manali Chandnani, Sanyam Shukla, Rajesh Wadhvani
2024 J jnl
Multistage traffic sign recognition under harsh environment.
Multim. Tools Appl.
Manali Chandnani, Sanyam Shukla, Rajesh Wadhvani
2024 J jnl
Support vector machine with eagle loss function.
Expert Syst. Appl.
Saurabh Shrivastava, Sanyam Shukla, Nilay Khare
2023 J jnl
A stable variant of linex loss SVM for handling noise with reduced hyperparameters.
Inf. Sci.
Saurabh Shrivastava, Sanyam Shukla, Nilay Khare
2023 J jnl
Data complexity-based dynamic ensembling of SVMs in classification.
Expert Syst. Appl.
Sowkarthika B., Manasi Gyanchandani, Rajesh Wadhvani, Sanyam Shukla
2023 — conf
ECG Based Heart Disease Classification: Advancement and Review of Techniques.
ICMLDE
Akshita Gour, Muktesh Gupta, Rajesh Wadhvani, Sanyam Shukla
2022 — conf
Analysis of Different Loss Function for Designing Custom CNN for Traffic Sign Recognition.
WINS
Virendra Patel, Sanyam Shukla, Manasi Gyanchandani
2022 — conf
Feature Selection in Under bagging Based Kernel ELM for Handling Class Imbalance Dataset Classification.
WCES
Roshani Choudhary, Jayesh Kumar Kashyap, Sanyam Shukla, Manasi Gyanchandani
2022 J jnl
Reduced-Kernel Weighted Extreme Learning Machine Using Universum Data in Feature Space (RKWELM-UFS) to Handle Binary Class Imbalanced Dataset Classification.
Symmetry
Roshani Choudhary, Sanyam Shukla
2022 J jnl
Universum based kernelized weighted extreme learning machine for imbalanced datasets.
Int. J. Mach. Learn. Cybern.
Bhagat Singh Raghuwanshi, Akansha Mangal, Sanyam Shukla
2021 J jnl
A clustering based ensemble of weighted kernelized extreme learning machine for class imbalance learning.
Expert Syst. Appl.
Roshani Choudhary, Sanyam Shukla
2021 J jnl
Breast cancer histopathology image classification using kernelized weighted extreme learning machine.
Int. J. Imaging Syst. Technol.
Shweta Saxena, Sanyam Shukla, Manasi Gyanchandani
2021 J jnl
Classifying imbalanced data using SMOTE based class-specific kernelized ELM.
Int. J. Mach. Learn. Cybern.
Bhagat Singh Raghuwanshi, Sanyam Shukla
2021 J jnl
Classifying multiclass imbalanced data using generalized class-specific extreme learning machine.
Prog. Artif. Intell.
Bhagat Singh Raghuwanshi, Sanyam Shukla
2021 J jnl
Minimum class variance class-specific extreme learning machine for imbalanced classification.
Expert Syst. Appl.
Bhagat Singh Raghuwanshi, Sanyam Shukla
2021 J jnl
Minimum variance-embedded kernelized extension of extreme learning machine for imbalance learning.
Pattern Recognit.
Bhagat Singh Raghuwanshi, Sanyam Shukla
2020 J jnl
Classifying imbalanced data using BalanceCascade-based kernelized extreme learning machine.
Pattern Anal. Appl.
Bhagat Singh Raghuwanshi, Sanyam Shukla
2020 J jnl
Pre-trained convolutional neural networks as feature extractors for diagnosis of breast cancer using histopathology.
Int. J. Imaging Syst. Technol.
Shweta Saxena, Sanyam Shukla, Manasi Gyanchandani
2020 J jnl
SMOTE based class-specific extreme learning machine for imbalanced learning.
Knowl. Based Syst.
Bhagat Singh Raghuwanshi, Sanyam Shukla
2019 J jnl
An analysis of "A feature reduced intrusion detection system using ANN classifier" by Akashdeep et al. expert systems with applications (2017).
Expert Syst. Appl.
Trupti Chandak, Sanyam Shukla, Rajesh Wadhvani
2019 J jnl
Class imbalance learning using UnderBagging based kernelized extreme learning machine.
Neurocomputing
Bhagat Singh Raghuwanshi, Sanyam Shukla
2019 J jnl
Class-specific cost-sensitive boosting weighted ELM for class imbalance learning.
Memetic Comput.
Bhagat Singh Raghuwanshi, Sanyam Shukla
2019 J jnl
Classifying imbalanced data using ensemble of reduced kernelized weighted extreme learning machine.
Int. J. Mach. Learn. Cybern.
Bhagat Singh Raghuwanshi, Sanyam Shukla
2019 J jnl
Comments on "Traffic Sign Recognition Using Kernel Extreme Learning Machines With Deep Perceptual Features".
IEEE Trans. Intell. Transp. Syst.
Sukirty Jain, Mona Singhal, Sanyam Shukla
2019 J jnl
Generalized class-specific kernelized extreme learning machine for multiclass imbalanced learning.
Expert Syst. Appl.
Bhagat Singh Raghuwanshi, Sanyam Shukla
2019 J jnl
Online sequential class-specific extreme learning machine for binary imbalanced learning.
Neural Networks
Sanyam Shukla, Bhagat Singh Raghuwanshi
2018 J jnl
Class-specific extreme learning machine for handling binary class imbalance problem.
Neural Networks
Bhagat Singh Raghuwanshi, Sanyam Shukla
2018 J jnl
Class-specific kernelized extreme learning machine for binary class imbalance learning.
Appl. Soft Comput.
Bhagat Singh Raghuwanshi, Sanyam Shukla
2018 J jnl
Dynamic selection of normalization techniques using data complexity measures.
Expert Syst. Appl.
Sukirty Jain, Sanyam Shukla, Rajesh Wadhvani
2018 J jnl
UnderBagging based reduced Kernelized weighted extreme learning machine for class imbalance learning.
Eng. Appl. Artif. Intell.
Bhagat Singh Raghuwanshi, Sanyam Shukla
2016 C conf
Correlation Based Extreme Learning Machine.
DeSE
Sanyam Shukla, Ram Narayan Yadav, Lokesh Naktode
2015 J jnl
Regularized Weighted Circular Complex-Valued Extreme Learning Machine for Imbalanced Learning.
IEEE Access
Sanyam Shukla, Ram Narayan Yadav