Associate Professor Hesam Omranpour
College: Electrical & Computer Engineering
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Department: Computer
Articles
| # | Paper Title | Authors | Publication/Conference | Date | Type |
|---|---|---|---|---|---|
| 1 | Extended random forest for multivariate air quality forecasting | Seyed Hossein Mirzade, Hesam Omranpour | International Journal of Machine Learning and Cybernetics | 2025 | Article In Publication |
| 2 | Representation of fingerprint recognition system based on geometric and statistical features of distance and angle of minutiae points | Hesam Omranpour, Vajihe Tirdad, Seyed Aref Misaghi | MULTIMEDIA TOOLS AND APPLICATIONS | 2023 | Article In Publication |
| 3 | Cluster-based phase space density feature in multichannel scalp EEG for seizure prediction by deep learning | Seyyed Bardia Feizbakhsh, Hesam Omranpour | Biomedical Signal Processing and Control | 2023 | Article In Publication |
| 4 | Breast cancer prediction by ensemble meta-feature space generator based on deep neural network | Seyedeh Masoumeh Taheri, Hesam Omranpour | Biomedical Signal Processing and Control | 2023 | Article In Publication |
| 5 | Efficient space learning based on kernel trick and dimension reduction technique for multichannel motor imagery EEG signals classification | Youkabed Amiri, Hesam Omranpour | NEURAL COMPUTING and APPLICATIONS | 2023 | Article In Publication |
| 6 | Learning classifiers in clustered data: BCI pattern recognition model for EEG-based human emotion recognition | Raufe Kheirabadi, Hesam Omranpour | COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING | 2023 | Article In Publication |
| 7 | Epileptic seizure classification using ConvLSTM deep classifier and rotation short-time Fourier Transform | Mona Chalaki, Hesam Omranpour | Journal of Ambient Intelligence and Humanized Computing | 2023 | Article In Publication |
| 8 | CSP-Ph-PS: Learning CSP-phase space and Poincare sections based on evolutionary algorithm for EEG signals recognition | Hadiseh Poorali aghamahally, Hesam Omranpour | EXPERT SYSTEMS WITH APPLICATIONS | 2023 | Article In Publication |
| 9 | Learning the transfer function in binary metaheuristic algorithm for feature selection in classification problems | Zahra Nassiri, Hesam Omranpour | NEURAL COMPUTING and APPLICATIONS | 2023 | Article In Publication |
| 10 | Presentation of encryption method for RGB images based on an evolutionary algorithm using chaos functions and hash tables | Hesam Omranpour, Zeynab Mohammadi Ledari, Seyedeh Masoumeh Taheri | MULTIMEDIA TOOLS AND APPLICATIONS | 2023 | Article In Publication |
| 11 | EM-CSP: An efficient multiclass common spatial pattern feature method for speech imagery EEG signals recognition | Danial Alizadeh Shoub Valukola, Hesam Omranpour | Biomedical Signal Processing and Control | 2023 | Article In Publication |
| 12 | Comprehensive Learning Polynomial Auto-Regressive Model based on Optimization with Application of Time Series Forecasting | Nastaran Darjani, Hesam Omranpour | international journal of industrial electronics, control and optimization | 2022 | Article In Publication |
| 13 | Stacking ensemble model of deep learning and its application to Persian/Arabic handwritten digits recognition | Fatemeh Eshkevarchorti, Hesam Omranpour | KNOWLEDGE-BASED SYSTEMS | 2022 | Article In Publication |
| 14 | Polar Formed Histogram of Fast Fourier Transform Feature for Time-series Classification Problems | Kiana Kiaei, Hesam Omranpour | Journal of Electrical and Computer Engineering Innovations (JECEI) | 2022 | Article In Publication |
| 15 | Random forest and rotation forest ensemble methods for classification of epileptic EEG signals based on improved 1D?LBP feature extraction | Amirreza Geran Malek kheyli, Mojtaba Mansouri, Hesam Omranpour | INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY | 2020 | Article In Publication |
| 16 | Phase space elliptic density feature for epileptic EEG signals classification using metaheuristic optimization method | Nastaran Darjani, Hesam Omranpour | KNOWLEDGE-BASED SYSTEMS | 2020 | Article In Publication |
| 17 | Providing a Method for Estimating Missing Values for Medical Data based on Neighbors in Selected feature Space | Hesam Omranpour, Fatemeh Salahshoor | 25th International Computer Conference Computer Society of Iran | 2020 | Article In Conference |
| 18 | A mobile robot mapping model inspired from the place cells functionality of hippocampus based on dimension reduction technique | Hesam Omranpour, saeed shiry | JOURNAL OF EXPERIMENTAL and THEORETICAL ARTIFICIAL INTELLIGENCE | 2020 | Article In Publication |
| 19 | Intrusion Detection systems using Real-Valued Negative Selection Algorithm with Optimized Detectors | Fatemeh Salahshoor, Hamid Jazayeri, Hesam Omranpour | 5th Conference on Signal Processing and Intelligent Systems | 2019 | Article In Conference |
| 20 | A Particle Representation Based on Considering Adaptive Particle Swarm Optimizations Parameters in Search Space | Hesam Omranpour, Seyed Saber Ziaei, Mohsen Morshedi | 4th International Conference on Knowledge-Based Engineering and Innovation (KBEI-2017) | 2017 | Article In Conference |
Showing 1-20 of 21 items.