Farid Saberi-Movahed

About Farid Saberi-Movahed

Farid Saberi-Movahed, With an exceptional h-index of 13 and a recent h-index of 13 (since 2020), a distinguished researcher at Graduate University of Advanced Technology, specializes in the field of Numerical Linear Algebra, Tensor Computations, Dimensionality Reduction, Feature Selection.

His recent articles reflect a diverse array of research interests and contributions to the field:

Deep Nonnegative Matrix Factorization with Joint Global and Local Structure Preservation

Low-redundant unsupervised feature selection based on data structure learning and feature orthogonalization

Unsupervised feature selection based on variance–covariance subspace distance

Deep Metric Learning with Soft Orthogonal Proxies

Unsupervised feature selection guided by orthogonal representation of feature space

Multi-label feature selection method based on redundancy minimization

Some iterative approaches for Sylvester tensor equations, Part I: A tensor format of truncated Loose Simpler GMRES

Decoding clinical biomarker space of COVID-19: Exploring matrix factorization-based feature selection methods

Farid Saberi-Movahed Information

University

Position

___

Citations(all)

791

Citations(since 2020)

781

Cited By

156

hIndex(all)

13

hIndex(since 2020)

13

i10Index(all)

15

i10Index(since 2020)

15

Email

University Profile Page

Graduate University of Advanced Technology

Google Scholar

View Google Scholar Profile

Farid Saberi-Movahed Skills & Research Interests

Numerical Linear Algebra

Tensor Computations

Dimensionality Reduction

Feature Selection

Top articles of Farid Saberi-Movahed

Title

Journal

Author(s)

Publication Date

Deep Nonnegative Matrix Factorization with Joint Global and Local Structure Preservation

Expert Systems with Applications

Farid Saberi-Movahed

Bitasta Biswas

Prayag Tiwari

Jens Lehmann

Sahar Vahdati

2024/9/1

Low-redundant unsupervised feature selection based on data structure learning and feature orthogonalization

Expert Systems with Applications

Mahsa Samareh-Jahani

Farid Saberi-Movahed

Mahdi Eftekhari

Gholamreza Aghamollaei

Prayag Tiwari

2024/4/15

Unsupervised feature selection based on variance–covariance subspace distance

Neural Networks

Saeed Karami

Farid Saberi-Movahed

Prayag Tiwari

Pekka Marttinen

Sahar Vahdati

2023/9/1

Deep Metric Learning with Soft Orthogonal Proxies

arXiv preprint arXiv:2306.13055

Farshad Saberi-Movahed

Mohammad K Ebrahimpour

Farid Saberi-Movahed

Monireh Moshavash

Dorsa Rahmatian

...

2023/6/22

Unsupervised feature selection guided by orthogonal representation of feature space

Neurocomputing

Mahsa Samareh Jahani

Gholamreza Aghamollaei

Mahdi Eftekhari

Farid Saberi-Movahed

2023/1/7

Multi-label feature selection method based on redundancy minimization

Applied and basic Machine intelligence research

Hakimeh Hasaniyeh

Behzad Ebrahimi

Farid Saberi-Movahed

Mahdi Eftekhari

2023/11/22

Some iterative approaches for Sylvester tensor equations, Part I: A tensor format of truncated Loose Simpler GMRES

Applied Numerical Mathematics

Farid Saberi-Movahed

Azita Tajaddini

Mohammed Heyouni

Lakhdar Elbouyahyaoui

2022/2/1

Decoding clinical biomarker space of COVID-19: Exploring matrix factorization-based feature selection methods

Computers in biology and medicine

Farshad Saberi-Movahed

Mahyar Mohammadifard

Adel Mehrpooya

Mohammad Rezaei-Ravari

Kamal Berahmand

...

2022/7/1

High dimensionality reduction by matrix factorization for systems pharmacology

Briefings in Bioinformatics

Adel Mehrpooya

Farid Saberi-Movahed

Najmeh Azizizadeh

Mohammad Rezaei-Ravari

Farshad Saberi-Movahed

...

2022/1

Hesitant Fuzzy Decision Tree Approach for Highly Imbalanced Data Classification

Applied Soft Computing

Sahar Sardari

Mahdi Eftekhari

Fatemeh Afsari

2017/12/1

How Fuzzy Concepts Contribute to Machine Learning

Mahdi Eftekhari

Adel Mehrpooya

Farid Saberi-Movahed

Vicenç Torra

2022/2/15

Fuzzy Partitioning of Continuous Attributes Through Crisp Discretization

Mahdi Eftekhari

Adel Mehrpooya

Farid Saberi-Movahed

Vicenç Torra

2022/2/15

Feature Selection Based on Regularization of Sparsity Based Regression Models by Hesitant Fuzzy Correlation

Mahdi Eftekhari

Adel Mehrpooya

Farid Saberi-Movahed

Vicenç Torra

2022/2/15

Dual regularized unsupervised feature selection based on matrix factorization and minimum redundancy with application in gene selection

Knowledge-Based Systems

Farid Saberi-Movahed

Mehrdad Rostami

Kamal Berahmand

Saeed Karami

Prayag Tiwari

...

2022/11/28

A Hybrid Filter-Based Feature Selection Method via Hesitant Fuzzy and Rough Sets Concepts

Mahdi Eftekhari

Adel Mehrpooya

Farid Saberi-Movahed

Vicenç Torra

2022/2/15

Graph regularized nonnegative matrix factorization for community detection in attributed networks

Roozbeh Rajabi

Mahdi Khodadadzadeh

Hassan Ghassemian

2011/11/16

Dual-manifold regularized regression models for feature selection based on hesitant fuzzy correlation

Knowledge-Based Systems

Mahla Mokhtia

Mahdi Eftekhari

Farid Saberi-Movahed

2021/10/11

On restarted and deflated block FOM and GMRES methods for sequences of shifted linear systems

Numerical Algorithms

Lakhdar Elbouyahyaoui

Mohammed Heyouni

Azita Tajaddini

Farid Saberi-Movahed

2021/7

Two new variants of the simpler block GMRES method with vector deflation and eigenvalue deflation for multiple linear systems

Journal of Scientific Computing

Azita Tajaddini

Gang Wu

Farid Saberi-Movahed

Najmeh Azizizadeh

2021/1

Proposing a method for regression based on feature extraction and hesitant fuzzy sets

Electronics Industries

Mahla Mokhtia

Mahdi Eftekhari

Farid Saberi Movahed

2020

See List of Professors in Farid Saberi-Movahed University(Graduate University of Advanced Technology)

Co-Authors

H-index: 53
Vicenç Torra

Vicenç Torra

Umeå universitet

H-index: 39
Mohammad Najafzadeh

Mohammad Najafzadeh

Graduate University of Advanced Technology

H-index: 34
Prayag Tiwari

Prayag Tiwari

Aalto-yliopisto

H-index: 30
Kamal Berahmand

Kamal Berahmand

Queensland University of Technology

H-index: 24
Mahdi Eftekhari

Mahdi Eftekhari

Shahid Bahonar University of Kerman

H-index: 22
Mehrdad Rostami

Mehrdad Rostami

University of Kurdistan

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