An Energy Efficient Chain-based Routing Protocol for Wireless Sensor Networks. - Razieh Sheikhpour; Sam Jabbehdari (KSII Trans. Internet Inf. Syst., 2013)

Particle swarm optimization for bandwidth determination and feature selection of kernel density estimation based classifiers in diagnosis of breast cancer. - Razieh Sheikhpour; Mehdi Agha Sarram; Robab Sheikhpour (Appl. Soft Comput., 2016)

A kernelized non-parametric classifier based on feature ranking in anisotropic Gaussian kernel. - Razieh Sheikhpour; Mehdi Agha Sarram; Mohammad Ali Zare Chahooki; Robab Sheikhpour (Neurocomputing, 2017)

A Survey on semi-supervised feature selection methods. - Razieh Sheikhpour; Mehdi Agha Sarram; Sajjad Gharaghani; Mohammad Ali Zare Chahooki (Pattern Recognit., 2017)

Semi-supervised sparse feature selection via graph Laplacian based scatter matrix for regression problems. - Razieh Sheikhpour; Mehdi Agha Sarram; Elnaz Sheikhpour (Inf. Sci., 2018)

A combined Fisher and Laplacian score for feature selection in QSAR based drug design using compounds with known and unknown activities. - Mohammad Amin Valizade Hasanloei; Razieh Sheikhpour; Mehdi Agha Sarram; Elnaz Sheikhpour; Hamdollah Sharifi (J. Comput. Aided Mol. Des., 2018)

A robust graph-based semi-supervised sparse feature selection method. - Razieh Sheikhpour; Mehdi Agha Sarram; Sajjad Gharaghani; Mohammad Ali Zare Chahooki (Inf. Sci., 2020)

A Novel Network Coding Algorithm to Improve TCP in Wireless Networks. - Azam Jannesari; Mehdi Agha Sarram; Razieh Sheikhpour (Wirel. Pers. Commun., 2020)

Hessian-based semi-supervised feature selection using generalized uncorrelated constraint. - Razieh Sheikhpour; Kamal Berahmand; Saman Forouzandeh (Knowl. Based Syst., 2023)

A local spline regression-based framework for semi-supervised sparse feature selection. - Razieh Sheikhpour (Knowl. Based Syst., 2023)

A robust method for coherent and non-coherent source number detection using a special Hankel-based covariance matrix. - Roohallah Fazli; Hadi Owlia; Razieh Sheikhpour (Int. J. Wavelets Multiresolution Inf. Process., 2023)

A new method for recommendation based on embedding spectral clustering in heterogeneous networks (RESCHet). - Saman Forouzandeh; Kamal Berahmand; Razieh Sheikhpour; Yuefeng Li (Expert Syst. Appl., 2023)

A survey on deep learning-based image forgery detection. - Fatemeh Zare Mehrjardi; Ali Mohammad Latif; Mohsen Sardari Zarchi; Razieh Sheikhpour (Pattern Recognit., 2023)

Nonnegative Matrix Factorization in Dimensionality Reduction: A Survey. - Farid Saberi-Movahed; Kamal Berahmand; Razieh Sheikhpour; Yuefeng Li; Shirui Pan (CoRR, 2024)

WSNMF: Weighted Symmetric Nonnegative Matrix Factorization for attributed graph clustering. - Kamal Berahmand; Mehrnoush Mohammadi; Razieh Sheikhpour; Yuefeng Li; Yue Xu 001 (Neurocomputing, 2024)

Health-aware food recommendation system with dual attention in heterogeneous graphs. - Saman Forouzandeh; Mehrdad Rostami; Kamal Berahmand; Razieh Sheikhpour (Comput. Biol. Medicine, 2024)

Robust semi-supervised multi-label feature selection based on shared subspace and manifold learning. - Razieh Sheikhpour; Mehrnoush Mohammadi; Kamal Berahmand; Farid Saberi-Movahed; Hassan Khosravi (Inf. Sci., 2025)

Sparse feature selection using hypergraph Laplacian-based semi-supervised discriminant analysis. - Razieh Sheikhpour; Kamal Berahmand; Mehrnoush Mohammadi; Hassan Khosravi (Pattern Recognit., 2025)

A Comprehensive Survey on Spectral Clustering with Graph Structure Learning. - Kamal Berahmand; Farid Saberi-Movahed; Razieh Sheikhpour; Yuefeng Li; Mahdi Jalili (CoRR, 2025)