Mansoor Rezghi

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 23

Top Topics

Principal Component Analysis

Spectral Clustering

Total Least Squares

Negative Matrix Factorization

Top Venues

Expert Syst. Appl.

J. Vis. Commun. Image Represent.

Publications

Kimia Haghjooei, Mansoor Rezghi
QEBB: A Query-Efficient Black-Box Adversarial Attack on Video Recognition Models Based on Unsupervised Key Frame Selection. ICPRAM (2024)
Mohammad Mehdi Nasiri, Mansoor Rezghi
Heterogeneous Multi-Agent Reinforcement Learning via Mirror Descent Policy Optimization. CoRR (2023)
Vahid Honarbakhsh, Hamid Reza Siahkoohi, Mansoor Rezghi, Hamid Sabeti
SeisDeepNET: An extension of Deeplabv3+ for full waveform inversion problem. Expert Syst. Appl. 213 (Part) (2023)
Kajal Eybpoosh, Mansoor Rezghi, Abbas Heydari
A novel conformal deformation based sparse subspace clustering. Int. J. Mach. Learn. Cybern. 14 (5) (2023)
Mahdi Molavi, Mansoor Rezghi, Tayyebeh Saeedi
Multidimensional Data Analysis Based on Block Convolutional Tensor Decomposition. CoRR (2023)
M. Karimpour, Mansoor Rezghi
A block column iteration for nonnegative matrix factorization. J. Comput. Sci. 64 (2022)
Tayyebeh Saeedi, Mansoor Rezghi
A Novel Enriched Version of Truncated Nuclear Norm Regularization for Matrix Completion of Inexact Observed Data. IEEE Trans. Knowl. Data Eng. 34 (2) (2022)
Kajal Eybpoosh, Mansoor Rezghi, Abbas Heydari
Applying inverse stereographic projection to manifold learning and clustering. Appl. Intell. 52 (4) (2022)
Kajal Eybpoosh, Mansoor Rezghi, Abbas Heydari
Local and Global Structure Preservation Based Spectral Clustering. CoRR (2022)
Amir Mohammad Karimi, Saeid Sadeghnejad, Mansoor Rezghi
Well-to-well correlation and identifying lithological boundaries by principal component analysis of well-logs. Comput. Geosci. 157 (2021)
Amin Khorram, Mohammad Khalooei, Mansoor Rezghi
End-to-end CNN + LSTM deep learning approach for bearing fault diagnosis. Appl. Intell. 51 (2) (2021)
Parvaneh Parvasideh, Mansoor Rezghi
A novel dictionary learning method based on total least squares approach with application in high dimensional biological data. Adv. Data Anal. Classif. 15 (3) (2021)
Maryam Amoozegar, Behrouz Minaei-Bidgoli, Mansoor Rezghi, Hadi Fanaee-T
Extra-adaptive robust online subspace tracker for anomaly detection from streaming networks. Eng. Appl. Artif. Intell. 94 (2020)
S. Amirreza Badran, Mansoor Rezghi
An adaptive synchronization approach for weights of deep reinforcement learning. CoRR (2020)
Soheil Ahmadi, Mansoor Rezghi
Generalized low-rank approximation of matrices based on multiple transformation pairs. Pattern Recognit. 108 (2020)
Ali Noroozi, Mansoor Rezghi
A Tensor-Based Framework for rs-fMRI Classification and Functional Connectivity Construction. Frontiers Neuroinformatics 14 (2020)
Mansoor Rezghi, Maryam Amirmazlaghani
Even-order Toeplitz tensor: framework for multidimensional structured linear systems. Comput. Appl. Math. 38 (3) (2019)
Soheil Ahmadi, Mansoor Rezghi
A novel extension of Generalized Low-Rank Approximation of Matrices based on multiple-pairs of transformations. CoRR (2018)
Neda Binesh, Mansoor Rezghi
Fuzzy clustering in community detection based on nonnegative matrix factorization with two novel evaluation criteria. Appl. Soft Comput. 69 (2018)
Mansoor Rezghi
A Novel Fast Tensor-Based Preconditioner for Image Restoration. IEEE Trans. Image Process. 26 (9) (2017)
Raheleh Feiz, Mansoor Rezghi
A splitting method for total least squares color image restoration problem. J. Vis. Commun. Image Represent. 46 (2017)
Nima Vakili, Mansoor Rezghi, S. Mohammad Hosseini
Improving image segmentation by using energy function based on mixture of Gaussian pre-processing. J. Vis. Commun. Image Represent. 41 (2016)
Maryam Amirmazlaghani, Mansoor Rezghi, Hamidreza Amindavar
A novel robust scaling image watermarking scheme based on Gaussian Mixture Model. Expert Syst. Appl. 42 (4) (2015)
Mansoor Rezghi, Seyed Mohammad Hosseini, Lars Eldén
Best Kronecker Product Approximation of The Blurring Operator in Three Dimensional Image Restoration Problems. SIAM J. Matrix Anal. Appl. 35 (3) (2014)
Mansoor Rezghi, Askar Obulkasim
Noise-free principal component analysis: An efficient dimension reduction technique for high dimensional molecular data. Expert Syst. Appl. 41 (17) (2014)
Mohammad Javad Abdi, Seyed Mohammad Hosseini, Mansoor Rezghi
A Novel Weighted Support Vector Machine Based on Particle Swarm Optimization for Gene Selection and Tumor Classification. Comput. Math. Methods Medicine 2012 (2012)
Mansoor Rezghi, Seyed Mohammad Hosseini
Lanczos based preconditioner for discrete ill-posed problems. Computing 88 (1-2) (2010)
Mansoor Rezghi, Seyed Mohammad Hosseini
A new variant of L-curve for Tikhonov regularization. J. Comput. Appl. Math. 231 (2) (2009)