Dr. Öğr. Üyesi HAMEED MUTLAG FARHAN FARHAN

BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ » Doktor Öğretim Üyesi

Makaleler
1Improving Oil Pipeline Surveillance with a Novel 3D Drone Simulation Using Dynamically Constrained Accumulative Membership Fuzzy Logic Algorithm (DCAMFL) for Crack Detection
Omar Saber Muhi, Hameed Mutlag Farhan, Sefer Kurnaz
International Journal of Computational Intelligence Systems, SCI-Expanded , 2025
https://dx.doi.org/10.1007/s44196-025-00818-3
2An enhanced attention and dilated convolution-based ensemble model for network intrusion detection system against adversarial evasion attacks
Omer Fawzi Awad, Mesut Çevik, Hameed Mutlag Farhan
Peer-to-Peer Networking and Applications, SCI-Expanded , 2025
https://dx.doi.org/10.1007/s12083-024-01859-9
3SCEN-SCADA Security: An Enhanced Osprey Optimization-Based Cyber Attack Detection Model in Supervisory Control and Data Acquisition System Using Serial Cascaded Ensemble Network
Fatimah Yaseen Hashim Alzubaidi, Sefer Kurnaz, Raghda Awad Shaban Naseri, Hameed Mutlag Farhan
Optimal Control Applications and Methods, SCI-Expanded , 2025
https://dx.doi.org/10.1002/oca.3316
4A Novel Pancreatic Tumor Detection and Diagnosis Using Adaptive TransResUnet Aided Segmentation and ASPP with Multi-Scale EfficientNet-Based Classification
aama Methab Athab, Abdullahi Abdu Ibrahim, Raghda Awad Shaban Naseri, Hameed Mutlag Farhan
Cybernetics and Systems, SCI-Expanded , 2025
https://dx.doi.org/10.1080/01969722.2025.2488820
5Optimal feature tuning model by variants of convolutional neural network with LSTM for driver distract detection in IoT platform
Hameed Mutlag Farhan, Ayça Kurnaz Türkben, Raghda Awad Shaban Naseri
Knowledge and Information Systems, SCI-Expanded , 2025
https://dx.doi.org/0.1007/s10115-025-02342-4
6An efficient faults and attacks categorization model in IoT-based cyber physical systems using Dilated CNN and BiLSTM with multi-scale dense Attention module
Riyam Laythkhaleel, Abdullahi Abdu Ibrahim, Raghda Awad Shaban Naseri, Hameed Mutlag Farhan
Biomedical Signal Processing and Control, SCI-Expanded , 2024
https://dx.doi.org/10.1016/j.bspc.2024.106637
7Optimized face detector-based intelligent face mask detection model in IoT using deep learning approach
Raghda Awad Shaban Naseri, Ayça Kurnaz, Hameed Mutlag Farhan
Raghda Awad Shaban Naseri, Ayça Kurnaz, Hameed Mutlag Farhan, SCI-Expanded , 2023
https://dx.doi.org/10.1016/j.asoc.2022.109933
8Speaker Identification Model Based on Deep Neural Networks
Zainab Ali Abbood, Baraa Taha Yasen, Mohammed Rashid Ahmed, Adil Deniz Duru
Iraqi Journal For Computer Science and Mathematics, Scopus , 2022
https://dx.doi.org/10.52866/ijcsm.2022.01.01.012
Bildiriler
1Enhancing Facial Recognition Accuracy and Efficiency Through Integrated CNN, PCA, and SVM Techniques
Hawraa Jaafar Murad Kashkool, Hameed Mutlag Farhan, Raghda Awad Shaban Naseri, Sefer Kurnaz
International Conference on Forthcoming Networks and Sustainability in the AIoT Era / Springer Nature Switzerland,
Uluslararası
2Data Mining Techniques for Extraction and Analysis of Covid-19 Data
Mohamed Ghanim Al-Obadi, Hameed Mutlag Farhan, Raghda Awad Shaban Naseri, Ayca Kurnaz Turkben, Ahmed Khalid Mustafa, Ahmed Raad Al-Aloosi
2022 International Conference on Artificial Intelligence of Things (ICAIoT)/ IEEE,
Ulusal
3Data Mining And Analysis For Predicting Electrical Energy Consumption
Mustafa Almohammed, Hameed Mutlag Farhan, Raghad Awad Sababan Naseri, Ayca Kurnaz Turkben
2022 International Conference on Artificial Intelligence of Things (ICAIoT)/ IEEE,
Ulusal
4Optic Disc Segmentation In Human Retina Images With Meta Heuristic Optimization
Dhirgham Atia Khalef, Ayca Kurnaz Turkben, Hameed Mutlag Farhan, Raghda Awad Shaban Naseri
2022 International Conference on Artificial Intelligence of Things (ICAIoT)/ IEEE,
Ulusal
5Face Recognition System Using Local Binary Pattern with Binary Dragonfly Algorithm to Feature Selection
Ahmed Raad Al-Aloosi, Hameed Mutlag Farhan, Raghda Awad Shaban Naseri, Ayca Kurnaz Turkben, Ahmed Khalid Mustafa, Mohammed GF Al-Obadi
2022 International Conference on Artificial Intelligence of Things (ICAIoT)/ IEEE,
Ulusal
Kitaplar
1Forthcoming Networks and Sustainability in the AIoT Era
Hawraa Jaafar Murad Kashkool, Hameed Mutlag Farhan, Raghda Awad Shaban Naseri, Sefer Kurnaz
Springer Nature Switzerland, ISBN: 978-3-031-62871-9, 2024
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