پروفایل اساتید - دانشکده فنی و مهندسی
مقالات علمی چاپ شده در مجلات
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"Local scour depth at piles group exposed to regular waves: On the assessment of expressions based on classification concepts and evolutionary algorithms"
Mohammad Najafzadeh,
Razieh Sheikhpour
Results in Engineering,
2024
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"Health-aware food recommendation system with dual attention in heterogeneous graphs"
Saman Forouzandeh,
Mehrdad Rostami,
Kamal Berahmand,
Razieh Sheikhpour
COMPUTERS IN BIOLOGY AND MEDICINE,
2023
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"WSNMF: Weighted Symmetric Nonnegative Matrix Factorization for attributed graph clustering"
Kamal Berahmand,
Mehrnoush Mohammadi,
Razieh Sheikhpour,
Yuefeng Li,
Yue Xu
NEUROCOMPUTING,
Vol. 9999,
2023
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"A survey on deep learning-based image forgery detection"
Fatemeh Zare Mehrjardi,
Ali Mohammad Latif,
Mohsen Sardari Zarchi,
Razieh Sheikhpour
PATTERN RECOGNITION,
2023
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"A new method for recommendation based on embedding spectral clustering in heterogeneous networks (RESCHet)"
Saman Forouzandeh,
Kamal Berahmand,
Razieh Sheikhpour,
Yuefeng Li
EXPERT SYSTEMS WITH APPLICATIONS,
2023
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"A Profitable Portfolio Allocation Strategy Based on Money Net-Flow adjusted DeepReinforcement Learning"
Samira Khonsha,
Mehdi Agha Sarram,
Razieh Sheikhpour
Iranian Journal of Finance,
Vol. 7,
pp.59-89,
2023
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"Hessian-based semi-supervised feature selection using generalized uncorrelated constraint"
Razieh Sheikhpour,
Kamal Berahmand,
Saman Forouzandeh
KNOWLEDGE-BASED SYSTEMS,
Vol. 269,
2023
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"A local spline regression-based framework for semi-supervised sparse feature selection"
Razieh Sheikhpour
KNOWLEDGE-BASED SYSTEMS,
Vol. 262,
2023
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"Prediction of blood cancer using leukemia gene expression data and sparsity-based gene selection methods"
Sanaz Mehrabani,
Morteza Zangeneh Soroush,
Negin Kheiri,
Razieh Sheikhpour,
Mahshid Bahrami
Iranian Journal of Pediatric Hematology and Oncology,
Vol. 13,
pp.13-21,
2023
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"Proteochemometrics modeling for prediction of the interactions between caspase isoforms and their inhibitors"
Zahra Bastami,
Razieh Sheikhpour,
Parvin Razzaghi,
Ali Ramazani,
Sajjad Gharaghani
MOLECULAR DIVERSITY,
2022
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"A ROBUST METHOD FOR COHERENT AND NON-COHERENT SOURCE NUMBER DETECTION USING A SPECIAL HANKEL-BASED COVARIANCE MATRIX"
Roohallah Fazli,
Hadi Owlia,
Razieh Sheikhpour
International Journal of Wavelets Multiresolution and Information Processing,
Vol. 9999,
pp.1-18,
2022
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"Semi-supervised Sparse Feature Selection based on Hessian Regularization and Fisher Discriminant Analysis"
Razieh Sheikhpour
مهندسی برق دانشگاه تبریز,
Vol. 52,
pp.125-135,
2022
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"Semi-supervised learning for the spatial extrapolation of soil information"
Ruhollah Taghizadeh-Mehrjardi,
Razieh Sheikhpour,
Mojtaba Zeraatpisheh,
Alireza Amirian-Chakan,
Norair Toomanian,
Ruth Kerry,
Thomas Scholten
GEODERMA,
Vol. 426,
2022
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"BRNS + SSFSM-DTI: A hybrid method for drug-target interaction prediction based on balanced reliable negative samples and semi-supervised feature selection"
Mohammad Morovvati Sharifabad,
Razieh Sheikhpour,
Sajjad Gharaghani
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS,
Vol. 220,
2022
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"Drug-target interaction prediction using reliable negative samples and effective feature selection methods"
Mohammad Morovvati Sharifabad,
Razieh Sheikhpour,
Sajjad Gharaghani
JOURNAL OF PHARMACOLOGICAL AND TOXICOLOGICAL METHODS,
Vol. 116,
2022
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"ارائه یک شبکه عصبی کانولوشنال مبتنی بر ادغام تطبیقی پویا برای طبقه بندی تصاویر نوفه ای"
Mohammad Momeny,
Mehdi Agha Sarram,
Ali Mohammad Latif,
Razieh Sheikhpour
پردازش علائم و داده ها,
Vol. 17,
pp.139-154,
2021
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"Gene identification from Microarray Data for diagnosis of acute myeloid and lymphoblastic leukemia using a sparse gene selection method"
Razieh Sheikhpour,
Roohallah Fazli,
Sanaz Mehrabani
Iranian Journal of Pediatric Hematology and Oncology,
Vol. 11,
pp.70-77,
2021
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"A noise robust convolutional neural network for image classification"
Mohammad Momeny,
Ali Mohammad Latif,
Mehdi Agha Sarram,
Razieh Sheikhpour,
Yu Dong Zhang
Results in Engineering,
Vol. 10,
2021
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"Feature selection based on information theory to select effective genes for diagnosis of cancer subtypes using microarray data"
Abolfazl Tabatabaei,
Vali Derhami,
Razieh Sheikhpour,
Mohammad Reza Pajoohan
مهندسی پزشکی زیستی,
Vol. 13,
pp.337-348,
2020
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"A robust graph-based semi-supervised sparse feature selection method"
Razieh Sheikhpour,
Mehdi Agha Sarram,
Sajjad Gharaghani,
Mohammad Ali Zare Chahooki
INFORMATION SCIENCES,
Vol. 531,
pp.13-30,
2020
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"Improving the Architecture of Convolutional Neural Network for Classification of Images Corrupted by Impulse Noise"
Mohammad Momeny,
Sarram Mehdi Agha,
Ali Mohammad Latif,
Razieh Sheikhpour
مهندسی برق و مهندسی کامپیوتر ایران,
Vol. 17,
pp.267-276,
2020
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"Sparse feature selection in multi-target modeling of carbonic anhydrase isoforms by exploiting shared information among multiple targets"
Razieh Sheikhpour,
Sajjad Gharaghani,
Elmira Nazarshodeh
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS,
Vol. 200,
2020
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"A Novel Network Coding Algorithm to Improve TCP in Wireless Networks"
Azam Jannesari,
Mehdi Agha Sarram,
Razieh Sheikhpour
WIRELESS PERSONAL COMMUNICATIONS,
Vol. 9999,
pp.1-18,
2019
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"Diagnosis of Breast Cancer Subtypes using the Selection of Effective Genes from Microarray Data"
Abolfazl Tabatabaei,
Vali Derhami,
Razieh Sheikhpour,
Mohammad Reza Pajoohan
Iranian Journal of Breast Diseases,
Vol. 12,
pp.39-47,
2019
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"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
JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN,
Vol. 32,
pp.375-384,
2018
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"A novel proteochemometrics model for predicting the inhibition of nine carbonic anhydrase isoforms based on supervised Laplacian score and k -nearest neighbour regression"
Elmira Nazarshodeh,
Razieh Sheikhpour,
Sajjad Gharaghani,
Mehdi Agha Sarram
SAR AND QSAR IN ENVIRONMENTAL RESEARCH,
Vol. 29,
pp.419-437,
2018
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"QSAR modelling using combined simple competitive learning networks and RBF neural networks"
Razieh Sheikhpour,
Mehdi Agha Sarram,
Mehdi Rezaeian,
Elnaz Sheikhpour
SAR AND QSAR IN ENVIRONMENTAL RESEARCH,
Vol. 29,
pp.257-276,
2018
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"Semi-supervised sparse feature selection via graph Laplacian based scatter matrix for regression problems"
Razieh Sheikhpour,
Mehdi Agha Sarram,
Elnaz Sheikhpour
INFORMATION SCIENCES,
Vol. 468,
pp.14-28,
2018
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"Feature selection based on graph Laplacian by using compounds with known and unknown activities"
Razieh Sheikhpour,
Mehdi Agha Sarram,
Sajjad Gharaghani,
Mohammad Ali Zare Chahooki
JOURNAL OF CHEMOMETRICS,
Vol. 31,
2017
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"Constraint score for semi-supervised feature selection in ligand-and receptor-based QSAR on serine/threonine-protein kinase PLK3 inhibitors"
Razieh Sheikhpour,
Mehdi Agha Sarram,
Sajjad Gharaghani
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS,
Vol. 163,
pp.31-40,
2017
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"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,
Vol. 267,
pp.545-555,
2017
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"A Survey on semi-supervised feature selection methods"
Razieh Sheikhpour,
Mehdi Agha Sarram,
Sajjad Gharaghani,
Mohammad Ali Zare Chahooki
PATTERN RECOGNITION,
Vol. 64,
pp.141-158,
2017
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"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
APPLIED SOFT COMPUTING,
Vol. 40,
pp.113-131,
2016