Amir Moslemi

According to our database, Amir Moslemi authored at least 18 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Discriminative nonnegative matrix factorization with autoencoder structure for unsupervised feature selection.

Amir Moslemi, Zubeka Dang

Int. J. Mach. Learn. Cybern., April, 2026

Knowledge distillation auto-encoder based feature selection.

Amir Moslemi, Mina Jamshidi

Signal Image Video Process., February, 2026

Radiomic feature selection for response prediction of cancer treatment using sparse rank revealing QR factorization and adaptive graph: locally advanced breast cancer and head & neck cancer studies.

Amir Moslemi, Aryan Safakish, Laurentius Oscar Osapoetra, Lakshmanan Sannachi, Gregory J. Czarnota

Biomed. Signal Process. Control., 2026

2025

Unsupervised feature selection using sparse manifold learning: Auto-encoder approach.

Amir Moslemi, Mina Jamshidi

Inf. Process. Manag., 2025

Subspace learning using low-rank latent representation learning and perturbation theorem: Unsupervised gene selection.

Amir Moslemi, Fariborz Baghaei Naeini

Comput. Biol. Medicine, 2025

Predicting Subsurface Layer Thickness and Seismic Wave Velocity Using Deep Learning: Knowledge Distillation Approach.

Amir Moslemi, Anna Briskina, Jason Li, Zubeka Dang, Peyman Moghaddam

IEEE Access, 2025

Unsupervised Feature Selection Using Orthogonally Constrained Matrix Factorization with Hessian Regularization and Non-Convex Sparsity.

Zubeka Dang, Anna Jazayeri, Ran Arino, Anna Briskina, Amir Moslemi

Proceedings of the 38th Canadian Conference on Artificial Intelligence, 2025

2024

Subspace learning via Hessian regularized latent representation learning with l_2,0-norm constraint: unsupervised feature selection.

Amir Moslemi, Afshin Shaygani

Int. J. Mach. Learn. Cybern., November, 2024

Subspace learning for feature selection via rank revealing QR factorization: Fast feature selection.

Amir Moslemi, Arash Ahmadian

Expert Syst. Appl., 2024

2023

Dual regularized subspace learning using adaptive graph learning and rank constraint: Unsupervised feature selection on gene expression microarray datasets.

Amir Moslemi, Arash Ahmadian

Comput. Biol. Medicine, December, 2023

A tutorial-based survey on feature selection: Recent advancements on feature selection.

Amir Moslemi

Eng. Appl. Artif. Intell., November, 2023

Subspace learning using structure learning and non-convex regularization: Hybrid technique with mushroom reproduction optimization in gene selection.

Amir Moslemi, Mahdi Bidar, Arash Ahmadian

Comput. Biol. Medicine, September, 2023

Sparse representation learning using ℓ1-2 compressed sensing and rank-revealing QR factorization.

Amir Moslemi

Eng. Appl. Artif. Intell., 2023

2022

Subspace Learning for Feature Selection via Rank Revealing QR Factorization: Unsupervised and Hybrid Approaches with Non-negative Matrix Factorization and Evolutionary Algorithm.

Amir Moslemi, Arash Ahmadian

CoRR, 2022

2020

Robust multi-response surface optimization: a posterior preference approach.

Mahdi Bashiri, Amir Moslemi, Seyed Taghi Akhavan Niaki

Int. Trans. Oper. Res., 2020

2018

A novel robust multivariate regression approach to optimize multiple surfaces.

Amir Moslemi, Mirmehdi Seyyed-Esfahani

RAIRO Oper. Res., 2018

Robust surface estimation in multi-response multistage statistical optimization problems.

Amir Moslemi, Mirmehdi Seyyed-Esfahani, Seyed Taghi Akhavan Niaki

Commun. Stat. Simul. Comput., 2018

2017

Robustness Indices in Multistage Problems.

Amir Moslemi, Mirmehdi Seyyed-Esfahani

Qual. Reliab. Eng. Int., 2017