Jafar Sleman Majidpour
Lecturer
College: University Presidency
Department: Software and Informatics Engineering
Email: jafar.majidpoor@uor.edu.krd
Biography
Jafar Majidpour was born in Mahabad, West Azerbaijan, Iran in 1982. He received his bachelor’s degree in Computer Software from Omid Nahavand Institute of Higher Education, Nahavand, Hamadan, Iran in 2009. He received a master's degree in Software Engineering-Software from East Azarbaijan Science Research Branch, Tabriz, Iran in 2013. He has joined the university of Raparin from Iraq as an Assistant lecturer in the Basic Education Department since 2013 and he has got lecturer degree in 2019. His primary research interests are Computer Vision, Deep learning, Image Processing.
https://sites.google.com/uor.edu.krd/lecturerjafarsleman
Academic Titles
| Academic title | Place | Country | Year granted |
|---|---|---|---|
| Lecturer | University of Raparin | Iraq | 2025-06-16 |
| Assistant Lecturer | کۆلێژی پەروەردەی بنەرەت بەشی کۆمپیوتەر | هەرێمی کوردستان زانکۆی ڕاپەرین | 2021-07-11 |
Languages
| Language | Language Quality |
|---|---|
| English | Good |
Conferences
| Name of Conference | Title of Paper | Type of Presentation | Place | Country | Date |
|---|---|---|---|---|---|
| Artificial Intelligence for modern Education and scietific Research | The impact of AI Tools on Modern Research | Seminar | زانکۆی راپەرین | Iraq | 2026-05-10 |
| 2025 32nd National and 10th International Iranian Conference on Biomedical Engineering (ICBME) | TransFuse++: A Hybrid CNN-Transformer Architecture with Cross-Attention, Temporal Modeling, and Uncertainty Estimation for Medical Image Segmentation | Seminar | university of Tabriz | Iran | 2025-11-19 |
| 2025 32nd National and 10th International Iranian Conference on Biomedical Engineering (ICBME) | Benchmarking nnU-Net vs. Custom 3D U-Net for Kidney Tumor Segmentation: A Controlled Study on KiTS19 Dataset | Seminar | university of Tabriz | Iran | 2025-11-19 |
| 2025 32nd National and 10th International Iranian Conference on Biomedical Engineering (ICBME) | Investigating the Self-Optimizing Nnu-Netv2 for Kidney Tumor Segmentation: Application to the Kits23 Dataset | Seminar | university of Tabriz | Iran | 2025-11-19 |
| زیرەکیی دەستکرد لە سەردەمی نوێدا: کاریگەری لەسەر ژیانی رۆژانە لە کەرتە جیاوازەکاند | How AI-Powered Large Language Models will Transform Society, Work, and Human Interaction | Seminar | پەیمانگای پیشەیی و تەکنیکی فام | Iraq | 2025-05-31 |
| AI in Action: Building Real-World Solutions | HER2GAN: Overcome the Scarcity of HER2 Breast Cancer Dataset Based on Transfer Learning and GAN Model | Seminar | هۆلی چالاکێکانی زانکۆی ڕاپاەرین | Iraq | 2024-05-15 |
| International Conference on Applied Mathematics and Computer sciences (ISAMCS-22) | Opinions for Receiving COVID-19 Vaccines Based on Sentiment Analysis | Seminar | NIER | India | 2022-09-03 |
| 2021 International Conference on Communication & Information Technology ( ICIC'21) | Covid-19 Detection and Overcome the Scarcity of Chest X-Ray Datasets Based on Transfer Learning and GAN Model | Seminar | Iraq University College | Iraq | 2021-06-27 |
| 2019 5th Conference on Knowledge Based Engineering and Innovation (KBEI) | Automatic image annotation base on Naïve Bayes and Decision Tree classifiers using MPEG-7 | Seminar | Iran University of Science and Technology | Iran | 2019-02-28 |
| IKT2015 7th International Conference on Information and Knowledge Technology | Interactive tool to improve the automatic image annotation using MPEG-7 and multi-class SVM | Seminar | Urmia University | Iran | 2015-05-26 |
Workshops and Trainings
| Event Type | Title | Place | Date | Level |
|---|---|---|---|---|
| Workshop | Multidisciplinary Research in Computer Science | هۆلی چالاکێکانی زانکۆ | 2021-12-22 | Local |
| Workshop | Algorithmic Thinking | هۆلی چالاکێکانی زانکۆ | 2021-06-09 | Local |
Undergraduate Teaching
| Subject | Department | Stage | Academic Year |
|---|---|---|---|
| Compiling Technique | computer science | Third Stage | 2023-2024 |
| Advance Network II | computer science | Second Stage | 2023-2024 |
| Network I | computer science | Second Stage | 2023-2024 |
| IT skills | Civil Engineering | First Stage | 2023-2024 |
| IT skills | Civil Engineering | First Stage | 2022-2023 |
| Advance Network II | computer science | Second Stage | 2022-2023 |
| Compiler | computer science | Third Stage | 2022-2023 |
| Mobile Programming | computer science | Fourth Stage | 2022-2023 |
| Network I | computer science | Second Stage | 2022-2023 |
| Compiler | کۆمپیوتەر | Third Stage | 2021-2022 |
| Mobile Programming | کۆمپیوتەر | Fourth Stage | 2021-2022 |
| Advance Network II | کۆمپیوتەر | Second Stage | 2021-2022 |
| Advance Network II | کۆمپیوتەر | Third Stage | 2021-2022 |
| Network I | کۆمپیوتەر | Second Stage | 2021-2022 |
| Network+ | Computer Science | Second Stage | 2020-2021 |
| Compiler | Computer Science | Third Stage | 2020-2021 |
| Mobile Programminig | Computer Science | Fourth Stage | 2020-2021 |
Journal Papers
- Metaheuristic-driven feature selection in radiomics: improving time-to-event survival prediction in glioblastoma. Neural Computing and Applications - 2026
- Enhancing prostate cancer diagnosis using 99mTc-PSMA SPECT: PCA-based feature extraction and neural network classification for Gleason score analysis. Neural Computing and Applications - 2026
- Explainable Artificial Intelligence in Nuclear Medicine: Advancing Transparency in PET and SPECT Imaging and Radiation Therapy. Frontiers in Biomedical Technologies - 2026
- Applications of GAN models in breast cancer detection: a comprehensive review. Archives of Computational Methods in Engineering - 2025
- Enhanced child face anonymization using YOLO framework for real-time privacy protection in videos. Neural Computing and Applications - 2025
- The value of artificial intelligence in PSMA PET: a pathway to improved efficiency and results. The quarterly journal of nuclear medicine and molecular - 2025
- Video Forgery Detection for Surveillance Cameras: A Review. arXiv journal - 2025
- Reducing Formal Context Extraction: A Newly Proposed Framework from Big Corpora. arXiv journal - 2025
- Optimizing auditory brainstem response detection through NSGA-II guided feature selection. Neural Computing and Applications - 2025
- Towards load frequency management in thermal power systems using an improved open-source development model algorithm. Evolutionary Intelligence - 2025
- Predicting Neoadjuvant Therapy Response in Breast Cancer Patients via Radiomics Analysis of Dynamic Contrast-Enhanced MRI Imaging Features. 2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD) - 2024
- NSGA-II-DL: Metaheuristic optimal feature selection with Deep Learning Framework for HER2 classification in Breast Cancer. IEEE Access - 2024
- Discovering the Power of Artificial Cardiac Conduction System (ACCS): Harmony in Bio-inspired Metaheuristic. arXiv journal - 2024
- Balancing exploration and exploitation phases in whale optimization algorithm: an insightful and empirical analysis. Handbook of Whale Optimization Algorithm - 2024
- Chapter 12 - Equitable and fair performance evaluation of whale optimization algorithm. Handbook of Whale Optimization Algorithm - 2024
- Offline Handwriting Signature Verification: A Transfer Learning and Feature Selection Approach. Traitement du Signal - 2023
- Sentiment Analysis Based on Hybrid Neural Network Techniques Using Binary Coordinate Ascent Algorithm. IEEE Access - 2023
- Enhancing Auditory Brainstem Response Classification Based On Vision Transformer. The Computer Journal - 2023
- HER2GAN: Overcome the scarcity of HER2 breast cancer dataset based on transfer learning and GAN model. Clinical Breast Cancer - 2023
- BCS-AE: Integrated Image Compression-Encryption Model Based on AE and Block-CS. International Journal of Image and Graphics - 2023
- Detection of auditory brainstem response peaks using image processing techniques in infants with normal hearing sensitivity. Biomedical Signal Processing and Control - 2023
- Multi-transfer learning techniques for detecting auditory brainstem response. Applied Acoustics - 2023
- Unreadable offline handwriting signature verification based on Generative Adversarial Network using Lightweight Deep Learning Architectures. Fractals - 2023
- Perspectives on the Impact of E-Learning Pre-and Post-COVID-19 Pandemic—The Case of the Kurdistan Region of Iraq. Sustainability - 2023
- Exploiting the Generative Adversarial Network Approach to Create a Synthetic Topography Corneal Image. Biomolecules - 2022
- BCS-AE: Integrated Image Compression-Encryption Model Based on AE and Block-CS. International Journal of Image and Graphics - 2022
- Opinions for Receiving COVID-19 Vaccines Based on Sentiment Analysis. Journal of Pharmaceutical Negative Results - 2022
- Face Identification Using Conditional Generative Adversarial Network. The Computer Journal - 2022
- Covid-19 detection and overcome the scarcity of chest X-Ray datasets based on transfer learning and GAN model. IEEE Xplore - 2021
- Face Identification System Based on Synthesizing Realistic Image using Edge-Aided GANs. The Computer Journal - 2021
- Generating Spectrum Images from Different Types—Visible, Thermal, and Infrared Based on Autoencoder Architecture (GVTI-AE). International Journal of Image and Graphics - 2021
- Application of fuzzy logic in order to plan and create software for converting sound to text. Bulletin of Electrical Engineering and Informatics - 2020
- Application of deep learning to enhance the accuracy of intrusion detection in modern computer networks. Bulletin of Electrical Engineering and Informatics - 2020
- Automatic image annotation base on Naïve Bayes and Decision Tree classifiers using MPEG-7. 2019 5th Conference on Knowledge Based Engineering and Innovation (KBEI) - 2019
- Interactive tool to improve the automatic image annotation using MPEG-7 and multi-class SVM. 2015 7th Conference on Information and Knowledge Technology (IKT) - 2015