Journal Articles
2023
[1] Seyyed Bardia Feizbakhsh, Hesam Omranpour, "Cluster-based phase space density feature in multichannel scalp EEG for seizure prediction by deep learning", Biomedical Signal Processing and Control, 86 : 105276 - , 2023.
[2] Seyedeh Masoumeh Taheri, Hesam Omranpour, "Breast cancer prediction by ensemble meta-feature space generator based on deep neural network", Biomedical Signal Processing and Control, 87 : 105382 - , 2023.
[3] Youkabed Amiri, Hesam Omranpour, "Efficient space learning based on kernel trick and dimension reduction technique for multichannel motor imagery EEG signals classification", NEURAL COMPUTING and APPLICATIONS, : - , 2023.
[4] Raufe Kheirabadi, Hesam Omranpour, "Learning classifiers in clustered data: BCI pattern recognition model for EEG-based human emotion recognition", COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING, : 1 - 15, 2023.
[5] Hadiseh Poorali aghamahally, Hesam Omranpour, "CSP-Ph-PS: Learning CSP-phase space and Poincare sections based on evolutionary algorithm for EEG signals recognition", EXPERT SYSTEMS WITH APPLICATIONS, 211 : 118621 - , 2023.
[6] Zahra Nassiri, Hesam Omranpour, "Learning the transfer function in binary metaheuristic algorithm for feature selection in classification problems", NEURAL COMPUTING and APPLICATIONS, 35 : 1915 - 1929, 2023.
[7] Hesam Omranpour, Zeynab Mohammadi Ledari, Seyedeh Masoumeh Taheri, "Presentation of encryption method for RGB images based on an evolutionary algorithm using chaos functions and hash tables", MULTIMEDIA TOOLS AND APPLICATIONS, 82 : 9343 - 9360, 2023.
[8] Danial Alizadeh Shoub Valukola, Hesam Omranpour, "EM-CSP: An efficient multiclass common spatial pattern feature method for speech imagery EEG signals recognition", Biomedical Signal Processing and Control, 84 : 104933 - , 2023.
[9] Hesam Omranpour, Vajihe Tirdad, Seyed Aref Misaghi, "Representation of fingerprint recognition system based on geometric and statistical features of distance and angle of minutiae points", MULTIMEDIA TOOLS AND APPLICATIONS, 82 : 27727 - 27750, 2023.
[10] Mona Chalaki, Hesam Omranpour, "Epileptic seizure classification using ConvLSTM deep classifier and rotation short-time Fourier Transform", Journal of Ambient Intelligence and Humanized Computing, 14 : 3809 - 3825, 2023.

2022
[11] Fatemeh Eshkevarchorti, Hesam Omranpour, "Stacking ensemble model of deep learning and its application to Persian/Arabic handwritten digits recognition", KNOWLEDGE-BASED SYSTEMS, 220 : 1 - 13, 2022.
[12] Nastaran Darjani, Hesam Omranpour, "Comprehensive Learning Polynomial Auto-Regressive Model based on Optimization with Application of Time Series Forecasting", international journal of industrial electronics, control and optimization, 5 : 43 - 50, 2022.
[13] Kiana Kiaei, Hesam Omranpour, "Polar Formed Histogram of Fast Fourier Transform Feature for Time-series Classification Problems", Journal of Electrical and Computer Engineering Innovations (JECEI), 10 : 273 - 286, 2022.

2020
[14] Nastaran Darjani, Hesam Omranpour, "Phase space elliptic density feature for epileptic EEG signals classification using metaheuristic optimization method", KNOWLEDGE-BASED SYSTEMS, 205 : 1 - 10, 2020.
[15] Amirreza Geran malek kheili, Mojtaba Mansouri, Hesam Omranpour, "Random forest and rotation forest ensemble methods for classification of epileptic EEG signals based on improved 1D?LBP feature extraction", INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 30 : 1 - 15, 2020.
[16] Hesam Omranpour, saeed shiry, "A mobile robot mapping model inspired from the place cells functionality of hippocampus based on dimension reduction technique", JOURNAL OF EXPERIMENTAL and THEORETICAL ARTIFICIAL INTELLIGENCE, 32 : 1 - 20, 2020.