Perceptron nonlinear blind source separation for feature extraction and image classification. - Mohamed Rached Boussema; Mohamed Saber Naceur; Hela Elmannai (IPTA, 2012)

Nonlinear separation source and parameterized feature fusion for satelite image patch exemplars. - Hela Elmannai; Mohamed Anis Loghmari; Mohamed Saber Naceur (IGARSS, 2015)

A new classification approach based on source separation and feature extraction. - Hela Elmannai; Mohamed Anis Loghmari; Mohamed Saber Naceur (ISIVC, 2016)

Deep Learning and Uniform LBP Histograms for Position Recognition of Elderly People with Privacy Preservation. - Monia Hamdi; Heni Bouhamed; Abeer AlGarni; Hela Elmannai; Souham Meshoul (Int. J. Comput. Commun. Control, 2021)

Deep Learning Models Combining for Breast Cancer Histopathology Image Classification. - Hela Elmannai; Monia Hamdi; Abeer AlGarni (Int. J. Comput. Intell. Syst., 2021)

Lightweight AI Framework for Industry 4.0 Case Study: Water Meter Recognition. - Jalel Ktari; Tarek Frikha; Monia Hamdi; Hela Elmannai; Habib Hmam (Big Data Cogn. Comput., 2022)

Multilevel threshold image segmentation for COVID-19 chest radiography: A framework using horizontal and vertical multiverse optimization. - Hang Su; Dong Zhao; Hela Elmannai; Ali Asghar Heidari; Sami Bourouis; Zongda Wu; Zhennao Cai; Wenyong Gui; Mayun Chen (Comput. Biol. Medicine, 2022)

Feature Extraction-Based Deep Self-Organizing Map. - Mohamed Sakkari; Monia Hamdi; Hela Elmannai; Abeer AlGarni; Mourad Zaied (Circuits Syst. Signal Process., 2022)

Smart Communication Using 2D and 3D Mesh Network-on-Chip. - Arpit Jain; Adesh Kumar; Anand Prakash Shukla; Hammam A. Alshazly; Hela Elmannai; Abeer D. Algarni; Roushan Kumar; Jitendra Yadav (Intell. Autom. Soft Comput., 2022)

Developing and Comparing Data Mining Algorithms That Work Best for Predicting Student Performance. - Hoda A. Abdelhafez; Hela Elmannai (Int. J. Inf. Commun. Technol. Educ., 2022)

Directional crossover slime mould algorithm with adaptive Lévy diversity for the optimal design of real-world problems. - Ailiang Qi; Dong Zhao; Fanhua Yu; Guangjie Liu; Ali Asghar Heidari; Huiling Chen 001; Abeer D. Algarni; Hela Elmannai; Wenyong Gui (J. Comput. Des. Eng., 2022)

Advanced orthogonal learning and Gaussian barebone hunger games for engineering design. - Xinsen Zhou; Wenyong Gui; Ali Asghar Heidari; Zhennao Cai; Hela Elmannai; Monia Hamdi; Guoxi Liang; Hui-Ling Chen 001 (J. Comput. Des. Eng., 2022)

Mathematical COVID-19 model with vaccination: a case study in Saudi Arabia. - Abeer AlGarni; Aws Ben Hamed; Monia Hamdi; Hela Elmannai; Souham Meshoul (PeerJ Comput. Sci., 2022)

A Hybrid Intrusion Detection Model Using EGA-PSO and Improved Random Forest Method. - Amit Kumar Balyan; Sachin Ahuja; Umesh Kumar Lilhore; Sanjeev Kumar Sharma; Poongodi Manoharan; Abeer D. Algarni; Hela Elmannai; Kaamran Raahemifar (Sensors, 2022)

Malware Detection in Internet of Things (IoT) Devices Using Deep Learning. - Sharjeel Riaz; Shahzad Latif; Syed Muhammad Usman; Syed Sajid Ullah; Abeer D. Algarni; Amanullah Yasin; Aamir Anwar; Hela Elmannai; Saddam Hussain (Sensors, 2022)

An Ensemble Model for Consumer Emotion Prediction Using EEG Signals for Neuromarketing Applications. - Syed Mohsin Ali Shah; Syed Muhammad Usman; Shehzad Khalid; Ikram Ur Rehman; Aamir Anwar; Saddam Hussain; Syed Sajid Ullah; Hela Elmannai; Abeer D. Algarni; Waleed Manzoor (Sensors, 2022)

A Clinical Decision Support System for Edge/Cloud ICU Readmission Model Based on Particle Swarm Optimization, Ensemble Machine Learning, and Explainable Artificial Intelligence. - Maali Alabdulhafith; Hager Saleh; Hela Elmannai; Zainab Hassan Ali; Shaker H. Ali El-Sappagh; Jong Wan Hu; Nora El-Rashidy (IEEE Access, 2023)

IDriveGenes: Cancer Driver Genes Prediction Using Machine Learning. - Yasir Ali; Muhammad Sardaraz; Muhammad Tahir 004; Hela Elmannai; Monia Hamdi; Amel Ksibi (IEEE Access, 2023)

AI-Driven Counter-Terrorism: Enhancing Global Security Through Advanced Predictive Analytics. - Fahad Ali Khan; Gang Li; Anam Nawaz Khan; Qazi Waqas Khan; Myriam Hadjouni; Hela Elmannai (IEEE Access, 2023)

MaizeNet: A Deep Learning Approach for Effective Recognition of Maize Plant Leaf Diseases. - Momina Masood; Marriam Nawaz; Tahira Nazir; Ali Javed; Reem Alkanhel; Hela Elmannai; Sami Dhahbi; Sami Bourouis (IEEE Access, 2023)

Multi-level threshold segmentation framework for breast cancer images using enhanced differential evolution. - Xiao Yang; Rui Wang; Dong Zhao; Fanhua Yu; Ali Asghar Heidari; Zhangze Xu; Huiling Chen 001; Abeer D. Algarni; Hela Elmannai; Suling Xu (Biomed. Signal Process. Control., 2023)

Detecting Deepfake Images Using Deep Learning Techniques and Explainable AI Methods. - Wahidul Hasan Abir; Faria Rahman Khanam; Kazi Nabiul Alam; Myriam Hadjouni; Hela Elmannai; Sami Bourouis; Rajesh Dey; Mohammad Monirujjaman Khan (Intell. Autom. Soft Comput., 2023)

Robust ACO-Based Landmark Matching and Maxillofacial Anomalies Classification. - Dalel Ben Ismail; Hela Elmannai; Souham Meshoul; Mohamed Saber Naceur (Intell. Autom. Soft Comput., 2023)

Hybrid Deep Learning and Discrete Wavelet Transform-Based ECG Biometric Recognition for Arrhythmic Patients and Healthy Controls. - Muhammad Sheharyar Asif; Ch. Muhammad Shahzad Faisal; Muhammad Najam Dar; Monia Hamdi; Hela Elmannai; Atif Rizwan; Muhammad Abbas 005 (Sensors, 2023)

A Self-Decoupling Technique to Realize Dense Packing of Antenna Elements in MIMO Arrays for Wideband Sub-6 GHz Communication Systems. - Shahid Khan 001; Safdar Nawaz Khan Marwat; Muhammad Amir Khan; Salman Ahmed; Neelam Gohar; Mohammad Ehsanul Alim; Abeer D. Algarni; Hela Elmannai (Sensors, 2023)

Features Vectors of IDriveGenes: Cancer Driver Genes Dataset. - Yasir Ali; Muhammad Sardaraz; Muhammad Tahir 004; Hela Elmannai; Monia Hamdi; Amel Ksibi (IEEE DataPort, 2023)

Salp swarm algorithm with iterative mapping and local escaping for multi-level threshold image segmentation: a skin cancer dermoscopic case study. - Shuhui Hao; Changcheng Huang; Ali Asghar Heidari; Huiling Chen 001; Lingzhi Li 008; Abeer D. Algarni; Hela Elmannai; Suling Xu (J. Comput. Des. Eng., 2023)

Identification, 3D-Reconstruction, and Classification of Dangerous Road Cracks. - Souhir Sghaier; Moez Krichen; Imed Ben Dhaou; Hela Elmannai; Reem Alkanhel (Sensors, 2023)

Eres-UNet++: Liver CT image segmentation based on high-efficiency channel attention and Res-UNet++. - Jian Li; Kongyu Liu; Yating Hu; Hongchen Zhang; Ali Asghar Heidari; Huiling Chen 001; Weijiang Zhang; Abeer D. Algarni; Hela Elmannai (Comput. Biol. Medicine, 2023)

Pneumothorax prediction using a foraging and hunting based ant colony optimizer assisted support vector machine. - Yang Song; Lejing Lou; Wangjia Wang; Jie Li; Xiao Jin; Shijia Wang; Jihao Cai; Fangjun Kuang; Lei Liu 048; Myriam Hadjouni; Hela Elmannai; Chang Cai (Comput. Biol. Medicine, 2023)

Algorithmic Approach to Virtual Machine Migration in Cloud Computing with Updated SESA Algorithm. - Amandeep Kaur; Saurabh Kumar; Deepali Gupta; Yasir Hamid; Monia Hamdi; Amel Ksibi; Hela Elmannai; Shilpa Saini (Sensors, 2023)

Multi-threshold image segmentation using an enhanced fruit fly optimization for COVID-19 X-ray images. - Shuhui Hao; Changcheng Huang; Ali Asghar Heidari; Zhangze Xu; Huiling Chen 001; Eatedal Alabdulkreem; Hela Elmannai; Xianchuan Wang (Biomed. Signal Process. Control., 2023)

Effective healthcare service recommendation with network representation learning: A recursive neural network approach. - Mouhamed Gaith Ayadi; Haithem Mezni; Rana Alnashwan; Hela Elmannai (Data Knowl. Eng., 2023)

An Eight Element Wideband DGS MIMO Antenna System for 5G Handheld Devices. - Mujeeb Abdullah; Saad Hassan Kiani; Nosherwan Shoaib; Tanweer Ali; Hela Elmannai; Abeer D. Algarni; Umar Farooq Khattak (IEEE Access, 2024)

Spatio-Temporal Features Representation Using Recurrent Capsules for Monaural Speech Enhancement. - Jawad Ali; Nasir Saleem; Sami Bourouis; Eatedal Alabdulkreem; Hela El Mannai; Sami Dhahbi (IEEE Access, 2024)

Temporally Dynamic Spiking Transformer Network for Speech Enhancement. - Manal Abdullah Alohali; Nasir Saleem; Delel Rhouma; Mohamed Medani; Hela Elmannai; Sami Bourouis (IEEE Access, 2024)

Dual-Polarized Wideband 5G N77 Band Slotted MIMO Antenna System for Next-Generation Smartphones. - Saad Hassan Kiani; Mehr E. Munir; Hüseyin Serif Savci; Hatem Rmili; Eatedal Alabdulkreem; Hela Elmannai; Giovanni Pau 002; Mohammad Alibakhshikenari (IEEE Access, 2024)

A High Gain Array Based Millimeter Wave MIMO Antenna With Improved Isolation and Decorrelated Fields. - Daniyal Ali Sehrai; Mehr E. Munir; Saad Hassan Kiani; Nosherwan Shoaib; Abeer D. Algarni; Hela Elmannai; Moustafa M. Nasralla; Tanweer Ali (IEEE Access, 2024)

Squeeze-and-excitation 3D convolutional attention recurrent network for end-to-end speech emotion recognition. - Nasir Saleem; Hela Elmannai; Sami Bourouis; Aymen Trigui (Appl. Soft Comput., 2024)

Advanced forecasting of COVID-19 epidemic: Leveraging ensemble models, advanced optimization, and decomposition techniques. - Yingyu Yin; Iman Ahmadianfar; Faten Khalid Karim; Hela Elmannai (Comput. Biol. Medicine, 2024)

Cross-network service recommendation in smart cities. - Haithem Mezni; Mokhtar Sellami 002; Amal Al-Rasheed; Hela Elmannai (Concurr. Comput. Pract. Exp., 2024)

A Hybrid K-Means++ and Particle Swarm Optimization Approach for Enhanced Document Clustering. - Eisha Hassan; Fazila Malik; Qazi Waqas Khan; Nadeem Ahmad; Muhammad Sardaraz; Faten Khalid Karim; Hela Elmannai (IEEE Access, 2025)

Federated resource prediction in UAV networks for efficient composition of drone delivery services. - Haithem Mezni; Mokhtar Sellami 002; Hela Elmannai; Reem Alkanhel (Comput. Networks, 2025)

Privacy-preserving cross-network service recommendation via federated learning of unified user representations. - Mouhamed Gaith Ayadi; Haithem Mezni; Hela Elmannai; Reem Ibrahim Alkanhel (Data Knowl. Eng., 2025)

CTSE-Net: Resource-efficient convolutional and TF-transformer network for speech enhancement. - Nasir Saleem; Sami Bourouis; Hela Elmannai; Abeer D. Algarni (Knowl. Based Syst., 2025)

Enhancing Flood Risk Assessment Using Multisensor Remote Sensing Data and Hydraulic Modeling. - Qin Wang; Linlin Lu; Qingting Li; Muhammad Mubbin; Shaker Ul Din; Hela Elmannai; Yahia F. Said; Nazih Yacer Rebouh (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Daas composition: enhancing UAV delivery services via LSTM-based resource prediction and flight patterns mining. - Haithem Mezni; Mokhtar Sellami 002; Hela Elmannai; Reem Alkanhel (Computing, 2025)

Personalized service recommendation in smart mobility networks. - Haithem Mezni; Hiba Yahyaoui; Hela Elmannai; Reem Ibrahim Alkanhel (Clust. Comput., 2025)

Correction: Daas composition: enhancing UAV delivery services via LSTM-based resource prediction and fight patterns mining. - Haithem Mezni; Mokhtar Sellami 002; Hela Elmannai; Reem Alkanhel (Computing, 2025)

Emerging advances in deep learning and computer vision for visual data search and mining in E-commerce. - Hammam A. Alshazly; Hela Elmannai; Amir Benzaoui (Electron. Commer. Res., 2025)

Drone-as-a-Service: proximity-aware composition of UAV-based delivery services. - Mokhtar Sellami 002; Haithem Mezni; Hela Elmannai; Reem Alkanhel (Clust. Comput., 2025)