Farid Saberi-Movahed

22 papers A* 1Journal 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Dual Autoencoder-like NMF with higher-order graph regularization for topic modeling.
Knowl. Based Syst.
Maryam Majidi, Farid Saberi-Movahed, Mohammad Ghasemzadeh, Sahar Vahdati
2026 J jnl
Nonnegative Matrix Factorization in Dimensionality Reduction: A Survey.
ACM Comput. Surv.
Farid Saberi-Movahed, Kamal Berahmand, Razieh Sheikhpour, Yuefeng Li, Shirui Pan, Mahdi Jalili
2026 J jnl
Robust oblique projection and weighted NMF for hyperspectral unmixing.
Pattern Recognit.
Yasin Hashemi-Nazari, Azita Tajaddini, Farid Saberi-Movahed, Fernando Alonso-Fernandez, Prayag Tiwari
2026 J jnl
Semi-supervised feature selection with concept factorization and robust label learning.
Pattern Recognit.
Razieh Sheikhpour, Farid Saberi-Movahed, Mahdi Jalili, Kamal Berahmand
2026 J jnl
Unsupervised feature selection via graph-based proximity and structured autoencoder-like NMF.
Inf. Process. Manag.
Mehri Pakmanesh, Farid Saberi-Movahed, Abbas Salemi, Prayag Tiwari
2025 J jnl
A Comprehensive Survey on Spectral Clustering with Graph Structure Learning.
CoRR
Kamal Berahmand, Farid Saberi-Movahed, Razieh Sheikhpour, Yuefeng Li, Mahdi Jalili
2025 J jnl
A similarity measure based on subspace distance for spectral clustering.
Neurocomputing
Nadimeh Naseri, Mahdi Eftekhari, Farid Saberi-Movahed, Mehdi Radjabalipour, Lluis A. Belanche
2025 J jnl
Bilinear Self-Representation for Unsupervised Feature Selection with Structure Learning.
Neurocomputing
Hossein Nasser Assadi, Faranges Kyanfar, Farid Saberi-Movahed, Abbas Salemi
2025 A* conf
OA
ICDM
Kamal Berahmand, Razieh Sheikhpour, Farid Saberi-Movahed, Mahdi Jalili
2025 J jnl
Robust semi-supervised multi-label feature selection based on shared subspace and manifold learning.
Inf. Sci.
Razieh Sheikhpour, Mehrnoush Mohammadi, Kamal Berahmand, Farid Saberi-Movahed, Hassan Khosravi
2025 J jnl
Simultaneous outlier detection and elimination in hyperspectral unmixing via weighted non-negative matrix tri-factorization.
Mach. Learn.
Yasin Hashemi-Nazari, Farid Saberi-Movahed, Azita Tajaddini, Catarina Moreira, Xin Ning, Prayag Tiwari
2024 J jnl
Deep Nonnegative Matrix Factorization with Joint Global and Local Structure Preservation.
Expert Syst. Appl.
Farid Saberi-Movahed, Bitasta Biswas, Prayag Tiwari, Jens Lehmann, Sahar Vahdati
2024 J jnl
Low-Redundant Unsupervised Feature Selection based on Data Structure Learning and Feature Orthogonalization.
Expert Syst. Appl.
Mahsa Samareh Jahani, Farid Saberi-Movahed, Mahdi Eftekhari, Gholamreza Aghamollaei, Prayag Tiwari
2024 J jnl
Nonnegative Matrix Factorization in Dimensionality Reduction: A Survey.
CoRR
Farid Saberi-Movahed, Kamal Berahmand, Razieh Sheikhpour, Yuefeng Li, Shirui Pan
2024 J jnl
On applying deflation and flexible preconditioning to the adaptive Simpler GMRES method for Sylvester tensor equations.
J. Frankl. Inst.
Azita Tajaddini, Farid Saberi-Movahed, Xian-Ming Gu, Mohammed Heyouni
2023 J jnl
Deep Metric Learning with Soft Orthogonal Proxies.
CoRR
Farshad Saberi-Movahed, Mohammad Kazem Ebrahimpour, Farid Saberi-Movahed, Monireh Moshavash, Dorsa Rahmatian, Mahvash Mohazzebi, Mahdi Shariatzadeh, Mahdi Eftekhari
2023 J jnl
Graph Regularized Nonnegative Matrix Factorization for Community Detection in Attributed Networks.
IEEE Trans. Netw. Sci. Eng.
Kamal Berahmand, Mehrnoush Mohammadi, Farid Saberi-Movahed, Yuefeng Li, Yue Xu
2023 J jnl
Unsupervised feature selection based on variance-covariance subspace distance.
Neural Networks
Saeed Karami, Farid Saberi-Movahed, Prayag Tiwari, Pekka Marttinen, Sahar Vahdati
2023 J jnl
Unsupervised feature selection guided by orthogonal representation of feature space.
Neurocomputing
Mahsa Samareh Jahani, Gholamreza Aghamollaei, Mahdi Eftekhari, Farid Saberi-Movahed
2022 J jnl
Decoding clinical biomarker space of COVID-19: Exploring matrix factorization-based feature selection methods.
Comput. Biol. Medicine
Farshad Saberi-Movahed, Mahyar Mohammadifard, Adel Mehrpooya, Mohammad Rezaei-Ravari, Kamal Berahmand, Mehrdad Rostami, Saeed Karami, Mohammad Najafzadeh, Davood Hajinezhad, Mina Jamshidi, Farshid Abedi, Mahtab Mohammadifard, Elnaz Farbod, Farinaz Safavi, Mohammadreza Dorvash, Negar Mottaghi-Dastjerdi, Shahrzad Vahedi, Mahdi Eftekhari, Farid Saberi-Movahed, Hamid Alinejad-Rokny, Shahab S. Band, Iman Tavassoly
2022 J jnl
Dual Regularized Unsupervised Feature Selection Based on Matrix Factorization and Minimum Redundancy with application in gene selection.
Knowl. Based Syst.
Farid Saberi-Movahed, Mehrdad Rostami, Kamal Berahmand, Saeed Karami, Prayag Tiwari, Mourad Oussalah, Shahab S. Band
2022 — book
How Fuzzy Concepts Contribute to Machine Learning
Mahdi Eftekhari, Adel Mehrpooya, Farid Saberi-Movahed, Vicenç Torra