Mohamed Deriche

70 papers B 5C 1Misc 1Journal 22Unranked 41

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An explainable hybrid deep learning model for ECG classification of cardiac conditions. Biomed. Signal Process. Control. Moustafa Sadek Kahil, Sourour Maalem, Sahraoui Abdelatif, Makhlouf Derdour, Mohamed Deriche
2026	J	`jnl`	Clinically Aligned AI for Diabetic Retinopathy: Interpretable Grading Based on Lesion Segmentation. Int. J. Imaging Syst. Technol. Nabil Hezil, Ahmed Bouridane, Rifat Hamoudi, Mohamed Deriche, Fouzi Harrag
2026	J	`jnl`	Recursive and Explicit Theoretical Enclosed Forms Variable Step-Size Incremental LMS. IEEE Access Ali Almohammedi, Azzedine Zerguine, Mohamed Deriche, Sami El-Ferik
2025	—	`conf`	A Deep Learning and Transfer Learning-Based Application for Skin Cancer Classification. SSD Sabrina Karboua, Fouzi Harrag, Sarrah Karboua, Amal Boutadjine, Mohamed Deriche
2025	—	`conf`	A Hybrid Approach for Skin Lesion Classification Combining Handcrafted and Deep Learning Features. ICSPIS Soud Asaad, Mohamed Deriche
2025	—	`conf`	A Hybrid Convolutional Neural Network and Graph Convolutional Networks framework for Effective Skin Spot Classification. SSD Ouissem Touameur, Fouzi Harrag, Mohamed Deriche
2025	—	`conf`	A Personalized Smart Home Control System for the Elderly and People with Disabilities Using Arabic Voice Commands. SSD Saifeddin Alghlayini, Mohamed Deriche
2025	—	`conf`	A Real-Time Lung Tumor Detection Approach Using YOLOv11 and Vision Transformers. SSD Amira Bouamrane, Makhlouf Derdour, Abdellatif Sahraoui, Mohamed Deriche, Kouzou Abdellah
2025	—	`conf`	An Overview of Machine Learning Approaches for ECG-Based Epileptic Seizure Detection. SSD Haseebullah Jumakhan, Mohamed Deriche
2025	J	`jnl`	Birds of prey-based optimization (BPBO): a metaheuristic algorithm for optimization. Evol. Intell. Mojtaba Ghasemi, Mohammad Amin Akbari, Mohsen Zare, Seyedali Mirjalili, Mohamed Deriche, Laith Abualigah, Nima Khodadadi
2025	J	`jnl`	Comparative Analysis of Centralized and Federated Intrusion Detection in IoT-Enabled Cyber-Physical Systems Under Data and Label-Skew. IEEE Access Muhammad Ali Khan, Rao Naveed Bin Rais, Osman Khalid, Mohamed Deriche
2025	—	`conf`	Detecting Human-to-AI Author Change in Arabic Text. SSD Amal Boutadjine, Fouzi Harrag, Mouad Bensouilah, Sabrina Karboua, Mohamed Deriche
2025	—	`conf`	Gesture Segmentation and Recognition Based on Infrared Images Using Deep Neural Networks. SSD Badr Al-Etaibi, Anouar Benouda, Mohamed Deriche
2025	J	`jnl`	Iterative and Non-Iterative Theoretical Closed Forms Discrete Cosine Transform-Based Incremental LMS. IEEE Access Ali Almohammedi, Azzedine Zerguine, Mohamed Deriche
2025	—	`conf`	On Evaluating the Impact of Automatic Text Summarization on Large Document Classification: An Empirical Study. SSD Moustafa Sadek Kahil, Makhlouf Derdour, Amira Bouamrane, Kouzou Abdellah, Mohamed Deriche, Sahraoui Abdelatif
2025	J	`jnl`	X-OODM: Leveraging Explainable Object-Oriented Design Methodology for Multi-Domain Sentiment Analysis. Comput. Mater. Continua Abqa Javed, Muhammad Shoaib, Abdul Jaleel, Mohamed Deriche, Sharjeel Nawaz
2024	—	`conf`	A Framework for Segmenting and Classification of Plastic Waste using Deep Networks. SSD Abdur Rehman, Mohamed Deriche
2024	B	`conf`	A Fusion-Based Approach for Blind Contrast-Enhanced Image Ranking. ICIP Wael Suliman, Mohamed Deriche, Naoufel Werghi, Azeddine Beghdadi
2024	—	`conf`	A Novel Framework based on a Hybrid Vision Transformer and Deep Neural Network for Deepfake Detection. SSD Mohammed Shahin, Mohamed Deriche
2024	J	`jnl`	A multitask incremental least mean square algorithm using orthonormal codes. Signal Process. Ali Almohammedi, Azzedine Zerguine, Mohamed Deriche
2024	J	`jnl`	An Improved Approach for Cardiac MRI Segmentation based on 3D UNet Combined with Papillary Muscle Exclusion. CoRR Narjes Benameur, Ramzi Mahmoudi, Mohamed Deriche, Amira Fayouka, Imene Masmoudi, Nessrine Zoghlami
2024	—	`conf`	An Improved Time-Frequency Based Deep Learning Algorithm for Speech Emotion Recognition. SSD Mahra Al-Ali, Mohamed Deriche, Nabil Derbel
2024	B	`conf`	Are Objective Explanatory Evaluation Metrics Trustworthy? An Adversarial Analysis. ICIP Prithwijit Chowdhury, Mohit Prabhushankar, Ghassan AlRegib, Mohamed Deriche
2024	J	`jnl`	Are Objective Explanatory Evaluation metrics Trustworthy? An Adversarial Analysis. CoRR Prithwijit Chowdhury, Mohit Prabhushankar, Ghassan AlRegib, Mohamed Deriche
2024	J	`jnl`	Artificial Intelligence (AI) Based Prediction of Mortality, for COVID-19 Patients. CoRR Mahbubunnabi Tamal, Mohammad Marufur Rahman, Maryam Alhasim, Mobarak Al Mulhim, Mohamed Deriche
2024	—	`conf`	Automatic Deep Learning-based Myocardial Contours Segmentation from Cine MRI Images. SSD Narjes Benameur, Ramzi Mahmoudi, Mohamed Deriche, Amira Fayouka, Imene Masmoudi, Mohamed Hedi Jemaa, Nessrine Zoghlami
2024	J	`jnl`	Blind quality-based pairwise ranking of contrast changed color images using deep networks. Signal Process. Image Commun. Aladine Chetouani, Muhammad Ali Qureshi, Mohamed Deriche, Azeddine Beghdadi
2024	B	`conf`	CLIFS: Clip-Driven Few-Shot Learning for Baggage Threat Classification. ICIP Abdelfatah Hassan Ahmed, Divya Velayudhan, Mahmoud Elmezain, Muaz Al Radi, Abderrahmene Boudiaf, Taimur Hassan, Mohamed Deriche, Mohammed Bennamoun, Naoufel Werghi
2024	C	`conf`	Cardiac Segmentation: A Comparative Study Between 3D UNet and 2D UNet performances. AICCSA Amira Fayouka, Narjes Benameur, Ramzi Mahmoudi, Imene Masmoudi, Mohamed Deriche
2024	—	`conf`	Connected Graph Multitask Diffusion LMS Via Orthonormal Codes in Ad-Hoc Networks. ICSPIS Ali Almohammedi, Azzedine Zerguine, Mohamed Deriche
2024	—	`conf`	Improved WPT system using a conical coil for charging a Smart device that controls patients with Alzheimer's disease. SSD Yosra Ben Fadhel, Achraf Derbel, Hatem Garrab, Hedi Trabelsi, Mohamed Deriche, Nabil Derbel
2024	J	`jnl`	K-SAM: A Prompting Method Using Pretrained U-Net to Improve Zero Shot Performance of SAM on Lung Segmentation in CXR Images. CoRR Mohamed Deriche, Mohammad Marufur Rahman
2024	J	`jnl`	STT-Net: Simplified Temporal Transformer for Emotion Recognition. IEEE Access Mustaqeem, Abdulmotaleb El Saddik, Mohamed Deriche, Wail Gueaieb
2023	—	`conf`	A Microcontroller-based System for Lighting Control in an Office Building using IoT. SSD Besher Alluwaymi, Azzedine Yahiaoui, Mohamed Deriche
2023	—	`conf`	A Modified SAM-Based Skin Cancer Segmentation Pipeline: SKIN-SA Model. ACIT Abdulrahman Al Muaitah, Mohamed Deriche
2023	—	`conf`	A Scalable DES Based Hashing Algorithm. ACIT Shafaan Khaliq Bhatti, Khalid Mahmood Aamir, Mohamed Deriche
2023	—	`conf`	A UAV-Assisted Multirobot Network for Surveillance and Tracking Applications: Design and Implementation. ACIT Ahmed Mohamed Kamal, Mahmoud Al-Ayyoub, Mohamed Deriche
2023	—	`conf`	Blind Quality Assessment of Point Clouds Based on 3D Co-Occurrence Statistics. ICME Workshops Souheib Riache, Mohamed-Chaker Larabi, Mohamed Deriche
2023	—	`conf`	Combining CNNs for the Detection of Diabetic Retinopathy. ACIT Nabia Khalid, Mohamed Deriche
2023	—	`conf`	Cooperative PSO Heuristic for System Identification Beyond MSE Boundary in Ad-Hoc Network. SSD Ali Al-Mohammedi, Mohamed Deriche
2023	—	`conf`	Evaluation of Human Immune-Based IDPS Under DoS/DDoS Attacks. ACR Farouq Aliyu, Tarek R. Sheltami, Marwan H. Abu-Amara, Mohamed Deriche, Ashraf S. Mahmoud
2023	—	`conf`	Heartbeat Classification of Arrhythmia using Hybrid Features Extraction Techniques. SSD Fatin A. Elhaj, Mohamed Deriche, Nabia Khalid
2023	—	`conf`	Left Ventricle Wall Motion Abnormalities Detection in Cardiac MRI. SSD Narjes Benameur, Rania Awadi, Ramzi Mahmoudi, Mohamed Deriche, Mohammed Azmi Al-Betar
2023	—	`conf`	Selection of Robust Regional Computed Tomography (CT) Radiomics Features for COVID-19 for AI Based Classification. SSD Mahbubunnabi Tamal, Mohamed Deriche
2023	J	`jnl`	Size Optimization of Truss Structures Using Improved Grey Wolf Optimizer. IEEE Access Habes Al-Khraisat, Lamees Mohammad Dalbah, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Khaled Assaleh, Mohamed Deriche
2022	J	`jnl`	A Multitone Model-Based Seismic Data Compression. IEEE Trans. Syst. Man Cybern. Syst. Bo Liu, Mohamed A. Mohandes, Hilal Hudan Nuha, Mohamed Deriche, Faramarz Fekri, James H. McClellan
2022	J	`jnl`	Human Immune-Based Intrusion Detection and Prevention System for Fog Computing. J. Netw. Syst. Manag. Farouq Aliyu, Tarek R. Sheltami, Mohamed Deriche, Nidal Nasser
2022	—	`conf`	Modeling and Robust Computed Torque Control for Lower Limb Exoskeleton Contacting with Ground. SSD Mohammad A. Faraj, Boutheina Maalej, Nabil Derbel, Mohamed Deriche
2022	J	`jnl`	Robust Concurrent Detection of Salt Domes and Faults in Seismic Surveys Using an Improved UNet Architecture. IEEE Access Mustafa Alfarhan, Mohamed Deriche, Ahmed Maalej
2022	—	`conf`	Support Vector Machine for Heart Beats Classification Based on Robust Filtering. SSD Khaled Arbateni, Mohamed Deriche
2022	—	`conf`	sEMG Features Selection by a Chaotic Salp Swarm Algorithm for Hand Gestures Classification. SSD Hiba Hellara, Rim Barioul, Ayoub Choura, Salwa Fakhfakh Sahnoun, Ahmed Fakhfakh, Dhouha Bouchaala, Mohamed Deriche, Olfa Kanoun
2021	—	`conf`	An RFID-Based Monitoring and Localization System for Dementia Patients. SSD Muhammad Wasim Raad, Mohamed Deriche, Olfa Kanoun
2021	J	`jnl`	An energy efficient IoD static and dynamic collision avoidance approach based on gradient optimization. Ad Hoc Networks Gamil A. Ahmed, Tarek R. Sheltami, Mohamed Deriche, Ansar Yasar
2021	—	`conf`	On the Early Detection of COVID19 using Advanced Machine Learning Techniques: A Review. SSD Mohammed AbdulAzeem Siddiqui, Mohammed Akber Ali, Mohamed Deriche
2021	J	`jnl`	Wind Speed Forecasting Using the Stationary Wavelet Transform and Quaternion Adaptive-Gradient Methods. IEEE Access Lyes Saad Saoud, Hasan Al-Marzouqi, Mohamed Deriche
2020	J	`jnl`	An improved Weber-face-based method for face recognition under uncontrolled illumination conditions. Int. J. Biom. Abdelhalim Boualleg, Mohamed Deriche, Moussa Sedraoui
2020	B	`conf`	Multiple Events Detection In Seismic Structures Using A Novel U-Net Variant. ICIP Mustafa Alfarhan, Mohamed Deriche, Ahmed Maalej, Ghassan AlRegib, Hasan Al-Marzouqi
2020	—	`conf`	No-ReferenceColor Image Quality Assessment Using HOSVD Based Features and Neural Networks. SSD Wael Suliman, Mohamed Deriche, Mohamed A. Mohandes
2020	B	`conf`	Self-Supervised Annotation of Seismic Images Using Latent Space Factorization. ICIP Oluwaseun Joseph Aribido, Ghassan AlRegib, Mohamed Deriche
2020	J	`jnl`	Self-Supervised Annotation of Seismic Images using Latent Space Factorization. CoRR Oluwaseun Joseph Aribido, Ghassan AlRegib, Mohamed Deriche
2019	—	`conf`	An Optimal Set of Features for Multi-Class Heart Beat Abnormality Classification. SSD Mohamed Deriche, Saeed Aljabri, Mohammed Al-Akhras, Mohammed AbdulAzeem Siddiqui, Naziha Deriche
2018	—	`conf`	A Bilingual Emotion Recognition System Using Deep Learning Neural Networks. SSD Ahmed Hamdi Abo Absa, Mohamed Deriche, Mohamed A. Mohandes
2018	—	`conf`	A Multiclass Epilepsy Identification Technique Using Wavelet-Based Features. SSD Sameh A. Bellegdi, Mohamed Deriche, Samer M. A. Arafat
2018	—	`conf`	Variable Step-Size Discrete Cosine Transform Diffusion LMS over Multi-task Networks. ICFSP Ali Al-Mohammedi, Mohamed Deriche
2017	—	`conf`	A detailed analysis of photovoltaic panel hot spot phenomena based on the bishop model. SDD Chokri Ahmed Belhadj, Ibrahim H. Banat, Mohamed Deriche
2017	—	`conf`	Dual LMCs fusion for recognition of isolated Arabic sign language words. SDD Salihu O. Aliyu, Mohamed A. Mohandes, Mohamed Deriche
2016	—	`conf`	Arabie sign language recognition using the Microsoft Kinect. SSD Salihu O. Aliyu, Mohamed A. Mohandes, Mohamed Deriche, S. Badran
2015	—	`conf`	Prototype Arabic Sign language recognition using multi-sensor data fusion of two leap motion controllers. SSD Mohamed A. Mohandes, Salihu O. Aliyu, Mohamed Deriche
2012	—	`conf`	A hybrid RFID-LPR system for vehicle access control during Pilgrimage season in Saudi Arabia. SSD Mohamed Deriche, Mohamed A. Mohandes
1991	Misc	`conf`	Maximum likelihood estimation of the fractal dimensions of stochastic fractals and Cramer-Rao bounds. ICASSP Ahmed H. Tewfik, Mohamed Deriche