Tomojit Ghosh

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 17

Top Topics

Principal Component Analysis

Feature Selection

Top Venues

Neural Comput. Appl.

Pattern Recognit.

Publications

Tomojit Ghosh, Shahnewaz Karim Sakib
Enhanced UAV Security: Optimizing Accuracy and Efficiency with MSBCE Feature Selection. ISDFS (2024)
Shahnewaz Karim Sakib, Tomojit Ghosh
Evaluation of Privacy-Utility Tradeoff in Generative Adversarial Network Variants. ISDFS (2024)
Karim Salta, Tomojit Ghosh, Michael Kirby
A Multi-domain Multi-task Approach for Feature Selection from Bulk RNA Datasets. ICCS (4) (2024)
Tomojit Ghosh, Michael Kirby
Linear Centroid Encoder for Supervised Principal Component Analysis. Pattern Recognit. 155 (2024)
Karim Salta, Tomojit Ghosh, Michael Kirby
A Multi-Domain Multi-Task Approach for Feature Selection from Bulk RNA Datasets. CoRR (2024)
Tomojit Ghosh, Michael Kirby
Correction to: Nonlinear feature selection using sparsity-promoted centroid-encoder. Neural Comput. Appl. 36 (1) (2024)
Tomojit Ghosh, Michael Kirby, Karim Karimov
Sparse Linear Centroid-Encoder: A Convex Method for Feature Selection. CoRR (2023)
Tomojit Ghosh, Michael Kirby
Nonlinear feature selection using sparsity-promoted centroid-encoder. Neural Comput. Appl. 35 (29) (2023)
Tomojit Ghosh, Michael Kirby
Feature Selection using Sparse Adaptive Bottleneck Centroid-Encoder. CoRR (2023)
Tomojit Ghosh, Michael Kirby
Yet Another Algorithm for Supervised Principal Component Analysis: Supervised Linear Centroid-Encoder. CoRR (2023)
Tomojit Ghosh, Karim Karimov, Michael Kirby
Sparse Linear Centroid-Encoder: A Biomarker Selection tool for High Dimensional Biological Data. BIBM (2023)
Tomojit Ghosh, Michael Kirby
Feature Selection on Big Data using Masked Sparse Bottleneck Centroid-Encoder. BigData (2023)
Tomojit Ghosh, Michael Kirby
Sparse Centroid-Encoder: A Nonlinear Model for Feature Selection. CoRR (2022)
Tomojit Ghosh, Michael Kirby
Supervised Dimensionality Reduction and Visualization using Centroid-Encoder. J. Mach. Learn. Res. 23 (2022)
Tomojit Ghosh, Michael Kirby
Supervised Dimensionality Reduction and Visualization using Centroid-encoder. CoRR (2020)
Xiaofeng Ma, Tomojit Ghosh, Michael Kirby
A sequential simplex algorithm for automatic data and center selecting radial basis functions. IJCNN (2017)
Mmanu Chaturvedi, Tomojit Ghosh, Michael Kirby, Xiaoyu Liu, Xiaofeng Ma, Shannon Stiverson
Explorations in Very Early Prognosis of the Human Immune Response to Influenza. BCB (2016)