راضيه شيخ پور

Associate Professor

Update: 2025-12-31

راضيه شيخ پور

فني و مهندسي / مهندسي كامپيوتر

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Journal Paper

  1. "Semi-Supervised Feature Selection with Concept Factorization and Robust Label Learning"
    Razieh Sheikhpour, Farid Saberi-Movahed, Mahdi Jalili, Kamal Berahmand
    PATTERN RECOGNITION, Vol. 1, 2025
  2. "Semi-supervised Sparse Feature Selection based on Graph Autoencoder by Preservation of Broad and Local Data Structures"
    Mohammad Javad Reezaei, Mehdi Agha Sarram, Razieh Sheikhpour
    Applied and basic Machine intelligence research, Vol. 3, pp.163-167, 2025
  3. "Semi-Supervised Adaptive Symmetric Nonnegative Matrix Factorization for Multi-View Clustering"
    Mehrnoush Mohammadi, Kamal Berahmand, Shadi Azizi, Razieh Sheikhpour, Hassan Khosravi
    IEEE Transactions on Network Science and Engineering, Vol. 1, pp.1-15, 2025
  4. "mart Steel Industry: A Review of Practical Applications of Artificial Intelligence in Optimization, Sustainability, and Digital Transformation of Production Processes"
    Razieh Sheikhpour
    Applied and basic Machine intelligence research, Vol. 3, pp.1-16, 2025
  5. "Nonnegative Matrix Factorization in Dimensionality Reduction: A Survey"
    Kamal Berahmand, Farid Saberi-Movahed, Razieh Sheikhpour, Yuefeng Li, Shirui Pan, Mahdi Jalili
    ACM COMPUTING SURVEYS, Vol. 1, pp.1-39, 2025
  6. "Relative Entropy-based Regularized Non-negative Matrix Factorization for Attributed Graph Clustering"
    Kamal Berahmand, Mehrnoush Mohammadi, Razieh Sheikhpour, Mahdi Jalili, Richi Nayak, Hassan Khosravi
    ACM Transactions on Knowledge Discovery from Data, Vol. 1, pp.1-28, 2025
  7. "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
  8. "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
    INFORMATION SCIENCES, 2024
  9. "Sparse feature selection using hypergraph Laplacian-based semi-supervised discriminant analysis"
    Razieh Sheikhpour, Kamal Berahmand, Mehrnoush Mohammadi, Hassan Khosravi
    PATTERN RECOGNITION, 2024
  10. "In Silico Identification of Effective Genes for Acute Leukemia Classification Using a Spline Regression-based Framework"
    Maryam Yazdanparast, Razieh Sheikhpour, Morteza Zangeneh Soroush, Fatemeh Ghanizadeh
    Iranian Journal of Pediatric Hematology and Oncology, Vol. 14, pp.104-115, 2024
  11. "A Robust Concurrent Multi-Agent Deep Reinforcement Learning based Stock Recommender System"
    Samira Khonsha, Mehdi Agha Sarram, Razieh Sheikhpour
    Journal of Electrical and Computer Engineering Innovations (JECEI), Vol. 13, pp.225-240, 2024
  12. "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
  13. ""
    Samira Khonsha, Mehdi Agha Sarram, Razieh Sheikhpour
    Iranian Journal of Finance, Vol. 7, pp.59-89, 2023
  14. "Hessian-based semi-supervised feature selection using generalized uncorrelated constraint"
    Razieh Sheikhpour, Kamal Berahmand, Saman Forouzandeh
    KNOWLEDGE-BASED SYSTEMS, Vol. 269, 2023
  15. "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
  16. "A local spline regression-based framework for semi-supervised sparse feature selection"
    Razieh Sheikhpour
    KNOWLEDGE-BASED SYSTEMS, Vol. 262, 2023
  17. "A review on graph-based semi-supervised sparse feature selection methods"
    Razieh Sheikhpour
    Applied and basic Machine intelligence research, Vol. 1, pp.73-87, 2023
  18. "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
  19. "A survey on deep learning-based image forgery detection"
    Fatemeh Zare Mehrjardi, Ali Mohammad Latif, Mohsen Sardari Zarchi, Razieh Sheikhpour
    PATTERN RECOGNITION, 2023
  20. "WSNMF: Weighted Symmetric Nonnegative Matrix Factorization for attributed graph clustering"
    Kamal Berahmand, Mehrnoush Mohammadi, Razieh Sheikhpour, Yuefeng Li, Yue Xu
    NEUROCOMPUTING, Vol. 9999, 2023
  21. "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
  22. "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
  23. "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
  24. "Semi-supervised Sparse Feature Selection based on Hessian Regularization and Fisher Discriminant Analysis"
    Razieh Sheikhpour
    Vol. 52, pp.125-135, 2022
  25. "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
  26. "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
  27. ""
    Mohammad Momeny, Mehdi Agha Sarram, Ali Mohammad Latif, Razieh Sheikhpour
    Vol. 17, pp.139-154, 2021
  28. "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
  29. "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
  30. "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
  31. "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
    Vol. 17, pp.267-276, 2020
  32. "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
    Vol. 13, pp.337-348, 2020
  33. "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
  34. "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
  35. "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
  36. "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
  37. "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
  38. "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
  39. "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
  40. "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
  41. "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
  42. "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
  43. "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
  44. "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

Conference Paper

  1. "4th International Conference on Soft Computing (CSC2021)"
    Razieh Sheikhpour
    انتخاب ويژگي مبتني بر امتياز فيشر با استفاده از داده هاي برچسبدار و بدون برچسب, 2021
  2. "4th International Conference on Soft Computing (CSC2021)"
    Razieh Sheikhpour
    تشخيص سرطان پستان با استفاده از روش هاي يادگيري ماشين بر روي ويژگي هاي استخراج شده توسط درخت تصميم, 2021
  3. "12th International Conference on Information and Knowledge Technology (IKT)"
    Razieh Sheikhpour
    يك روش انتخاب ويژگي نيمه نظارتي جديد بر اساس منظم سازي هسين, 2021
  4. "6th International Conference on Combinatorics, Cryptography, Computer Science and Computation"
    Razieh Sheikhpour
    پيش بيني ميزان فعاليت تركيبات مولكولي با استفاده از انتخاب ويژگي نيمه نظارتي تنك, 2021
  5. "2nd international conference on Knowledge Management, Blockchain, and Economy"
    Razieh Sheikhpour
    Blockchain in the health and medicine system, 2021