Reshma Rastogi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 43

Top Topics

Extreme Learning Machine

Top Venues

Knowl. Based Syst.

Publications

Sambhav Jain, Reshma Rastogi
Parametric non-parallel support vector machines for pattern classification. Mach. Learn. 113 (4) (2024)
M. Tanveer, Taniya Rajani, Reshma Rastogi, Yuan-Hai Shao, M. A. Ganaie
Comprehensive review on twin support vector machines. Ann. Oper. Res. 339 (3) (2024)
Sanjay Kumar, Nadira Ahmadi, Reshma Rastogi
Multi-label learning with missing labels using sparse global structure for label-specific features. Appl. Intell. 53 (15) (2023)
Reshma Rastogi, Sanjay Kumar
Discriminatory Label-specific Weights for Multi-label Learning with Missing Labels. Neural Process. Lett. 55 (2) (2023)
Pritam Anand, Amisha Bharti, Reshma Rastogi
Time efficient variants of Twin Extreme Learning Machine. Intell. Syst. Appl. 17 (2023)
Reshma Rastogi, Sambhav Jain
Multi-label learning via minimax probability machine. Int. J. Approx. Reason. 145 (2022)
Sanjay Kumar, Reshma Rastogi
Auxiliary Label Embedding for Multi-label Learning with Missing Labels. CVMI (2022)
Reshma Rastogi, Sayed Mortaza
Imbalance multi-label data learning with label specific features. Neurocomputing 513 (2022)
Sanjay Kumar, Reshma Rastogi
Low rank label subspace transformation for multi-label learning with missing labels. Inf. Sci. 596 (2022)
Sweta Sharma, Reshma Rastogi, Suresh Chandra
Large-Scale Twin Parametric Support Vector Machine Using Pinball Loss Function. IEEE Trans. Syst. Man Cybern. Syst. 51 (2) (2021)
Mohammad Tanveer, T. Rajani, Reshma Rastogi, Yuan-Hai Shao
Comprehensive Review On Twin Support Vector Machines. CoRR (2021)
Pritam Anand, Reshma Rastogi, Suresh Chandra
Improvement over Pinball Loss Support Vector Machine. CoRR (2021)
Mohammad Tanveer, Sweta Sharma, Reshma Rastogi, Pritam Anand
Sparse support vector machine with pinball loss. Trans. Emerg. Telecommun. Technol. 32 (2) (2021)
Reshma Rastogi, Sweta Sharma, Suresh Chandra
Stochastic Quasi-Newton Minimum Complexity Machine for Pattern Classification. PReMI (2021)
Reshma Rastogi, Sweta Sharma
Ternary tree-based structural twin support tensor machine for clustering. Pattern Anal. Appl. 24 (1) (2021)
Reshma Rastogi, Sayed Mortaza
Multi-label classification with Missing Labels using Label Correlation and Robust Structural Learning. Knowl. Based Syst. 229 (2021)
Reshma Rastogi, Aman Pal
Efficient Learning of Pinball TWSVM using Privileged Information and its applications. CoRR (2021)
Reshma Rastogi, Pritam Anand, Suresh Chandra
Large-margin Distribution Machine-based regression. Neural Comput. Appl. 32 (8) (2020)
Pritam Anand, Reshma Rastogi, Suresh Chandra
A class of new Support Vector Regression models. Appl. Soft Comput. 94 (2020)
Pooja Saigal, Reshma Rastogi, Suresh Chandra
Semi-supervised Weighted Ternary Decision Structure for Multi-category Classification. Neural Process. Lett. 52 (2) (2020)
Pritam Anand, Reshma Rastogi, Suresh Chandra
A new asymmetric ϵ-insensitive pinball loss function based support vector quantile regression model. Appl. Soft Comput. 94 (2020)
Pooja Saigal, Suresh Chandra, Reshma Rastogi
Multi-category ternion support vector machine. Eng. Appl. Artif. Intell. 85 (2019)
Pritam Anand, Reshma Rastogi, Suresh Chandra
A ν-support vector quantile regression model with automatic accuracy control. CoRR (2019)
Reshma Rastogi, Ritesh Gangnani
Semi-supervised Multi-category Classification with Generative Adversarial Networks. PReMI (1) (2019)
Reshma Rastogi, Simran Popli, Nima Dorji Moktan, Sweta Sharma
A Unified Multi-label Relationship Learning. ICCSE (2019)
Reshma Rastogi, Aman Pal
Fuzzy semi-supervised weighted linear loss twin support vector clustering. Knowl. Based Syst. 165 (2019)
Pritam Anand, Reshma Rastogi, Suresh Chandra
A new asymmetric ε-insensitive pinball loss function based support vector quantile regression model. CoRR (2019)
Pritam Anand, Reshma Rastogi, Suresh Chandra
Support Vector Regression via a Combined Reward Cum Penalty Loss Function. CoRR (2019)
Reshma Rastogi, Sweta Sharma
Fast Laplacian twin support vector machine with active learning for pattern classification. Appl. Soft Comput. 74 (2019)
Reshma Rastogi, Pooja Saigal, Suresh Chandra
Angle-based twin parametric-margin support vector machine for pattern classification. Knowl. Based Syst. 139 (2018)
Sweta Sharma, Reshma Rastogi
Stochastic Conjugate Gradient Descent Twin Support Vector Machine for Large Scale Pattern Classification. Australasian Conference on Artificial Intelligence (2018)
Sweta Sharma, Reshma Rastogi
Maximum Margin Minimum Variance Twin Support Vector Machine. SSCI (2018)
Reshma Rastogi, Aman Pal, Suresh Chandra
Generalized Pinball Loss SVMs. Neurocomputing 322 (2018)
Aman Pal, Reshma Rastogi
Learning TWSVM using Privilege Information. SSCI (2018)
Pritam Anand, Reshma Rastogi, Amisha Bharti
A Pinball loss based Extreme Learning Machine for pattern classification. SSCI (2018)
Ankit Kumar, Reshma Rastogi
Self-Attention Enhanced Recurrent Neural Networks for Sentence Classification. SSCI (2018)
Reshma Rastogi, Hamid Safdari, Sweta Sharma
Exploring Data Reduction Techniques for Time Efficient Support Vector Machine Classifiers. SSCI (2018)
Sweta Sharma, Reshma Rastogi
Insensitive Zone based Pinball Loss Twin Support Vector Machine for Pattern Classification. SSCI (2018)
Reshma Rastogi, Sweta Sharma, Suresh Chandra
Robust Parametric Twin Support Vector Machine for Pattern Classification. Neural Process. Lett. 47 (1) (2018)
Pooja Saigal, Vaibhav Khanna, Reshma Rastogi
Divide and conquer approach for semi-supervised multi-category classification through localized kernel spectral clustering. Neurocomputing 238 (2017)
Reshma Rastogi, Pritam Anand, Suresh Chandra
A ν-twin support vector machine based regression with automatic accuracy control. Appl. Intell. 46 (3) (2017)
Reshma Rastogi, Pooja Saigal
Tree-based localized fuzzy twin support vector clustering with square loss function. Appl. Intell. 47 (1) (2017)
Reshma Rastogi, Sweta Sharma
Tree-Based Structural Twin Support Tensor Clustering with Square Loss Function. PReMI (2017)