Hela Elmannai

57 papers C 1Journal 54Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Toward real-time emotion recognition in fog computing-based systems: leveraging interpretable PCA_CNN, YOLO with self-attention mechanism.
Frontiers Comput. Sci.
Nora El-Rashidy, Eman Allogmani, Esraa Hassan, Khaled Alnowaiser, Hela Elmannai, Zainab Hassan Ali
2025 J jnl
A Hybrid K-Means++ and Particle Swarm Optimization Approach for Enhanced Document Clustering.
IEEE Access
Eisha Hassan, Fazila Malik, Qazi Waqas Khan, Nadeem Ahmad, Muhammad Sardaraz, Faten Khalid Karim, Hela Elmannai
2025 J jnl
A Smart Contract-Based Authentication Scheme for Securing Metaverse Environment in Web 3.0.
IEEE Trans. Consumer Electron.
Garima Thakur, Sunil Prajapat, Deepika Gautam, Pankaj Kumar, Gyanendra Kumar, Ali Kashif Bashir, Hela Elmannai
2025 J jnl
Aczel-Alsina Shapley Choquet Integral Operators for Multi-Criteria Decision Making in Complex Intuitionistic Fuzzy Environments.
Symmetry
Ikhtesham Ullah, Muhammad Sajjad Ali Khan, Kamran, Fawad Hussain, Madad Khan, Ioan-Lucian Popa, Hela Elmannai
2025 J jnl
Attentional Multimodal Speech Enhancement for Voice User Interface in Consumer Electronics.
IEEE Trans. Consumer Electron.
Nasir Saleem, Sami Bourouis, Muhammad Irfan, Kia Dashtipour, Hela Elmannai, Ahmed Al-Dubai, Tughrul Arslan, Amir Hussain
2025 J jnl
CTSE-Net: Resource-efficient convolutional and TF-transformer network for speech enhancement.
Knowl. Based Syst.
Nasir Saleem, Sami Bourouis, Hela Elmannai, Abeer D. Algarni
2025 J jnl
Connected vehicle as a service: multi-modal selection of transportation services with composite particle swarm optimization.
Soft Comput.
Haithem Mezni, Zaki Brahmi, Hela Elmannai, Reem Alkanhel
2025 J jnl
Correction: Daas composition: enhancing UAV delivery services via LSTM-based resource prediction and fight patterns mining.
Computing
Haithem Mezni, Mokhtar Sellami, Hela Elmannai, Reem Alkanhel
2025 J jnl
Crossrecsmart: a cross-network anchor-based representation learning for the recommendation of smart services.
J. Supercomput.
Haithem Mezni, Mokhtar Sellami, Abeer D. Algarni, Hela Elmannai
2025 J jnl
Daas composition: enhancing UAV delivery services via LSTM-based resource prediction and flight patterns mining.
Computing
Haithem Mezni, Mokhtar Sellami, Hela Elmannai, Reem Alkanhel
2025 J jnl
Drone-as-a-Service: proximity-aware composition of UAV-based delivery services.
Clust. Comput.
Mokhtar Sellami, Haithem Mezni, Hela Elmannai, Reem Alkanhel
2025 J jnl
Emerging advances in deep learning and computer vision for visual data search and mining in E-commerce.
Electron. Commer. Res.
Hammam A. Alshazly, Hela Elmannai, Amir Benzaoui
2025 J jnl
Enhancing Flood Risk Assessment Using Multisensor Remote Sensing Data and Hydraulic Modeling.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Qin Wang, Linlin Lu, Qingting Li, Muhammad Mubbin, Shaker Ul Din, Hela Elmannai, Yahia F. Said, Nazih Yacer Rebouh
2025 J jnl
Federated resource prediction in UAV networks for efficient composition of drone delivery services.
Comput. Networks
Haithem Mezni, Mokhtar Sellami, Hela Elmannai, Reem Alkanhel
2025 J jnl
Multi-Modal Vaas Selection in Smart Mobility Networks via Spectral Hyper-Graph Clustering and Quantum-Driven Optimization.
Concurr. Comput. Pract. Exp.
Zaki Brahmi, Haithem Mezni, Hela Elmannai, Reem Alkanhel
2025 J jnl
Personalized service recommendation in smart mobility networks.
Clust. Comput.
Haithem Mezni, Hiba Yahyaoui, Hela Elmannai, Reem Ibrahim Alkanhel
2025 J jnl
Privacy-preserving cross-network service recommendation via federated learning of unified user representations.
Data Knowl. Eng.
Mouhamed Gaith Ayadi, Haithem Mezni, Hela Elmannai, Reem Ibrahim Alkanhel
2025 J jnl
Self-Supervised Attentive Feature Learning for Alzheimer's Disease Detection.
Int. J. Interact. Multim. Artif. Intell.
Hela Elmannai, Nasir Saleem, Sami Bourouis, Reem Ibrahim Alkanhel
2024 J jnl
A High Gain Array Based Millimeter Wave MIMO Antenna With Improved Isolation and Decorrelated Fields.
IEEE Access
Daniyal Ali Sehrai, Mehr E. Munir, Saad Hassan Kiani, Nosherwan Shoaib, Abeer D. Algarni, Hela Elmannai, Moustafa M. Nasralla, Tanweer Ali
2024 J jnl
Advanced forecasting of COVID-19 epidemic: Leveraging ensemble models, advanced optimization, and decomposition techniques.
Comput. Biol. Medicine
Yingyu Yin, Iman Ahmadianfar, Faten Khalid Karim, Hela Elmannai
2024 J jnl
An Eight Element Wideband DGS MIMO Antenna System for 5G Handheld Devices.
IEEE Access
Mujeeb Abdullah, Saad Hassan Kiani, Nosherwan Shoaib, Tanweer Ali, Hela Elmannai, Abeer D. Algarni, Umar Farooq Khattak
2024 J jnl
Cross-network service recommendation in smart cities.
Concurr. Comput. Pract. Exp.
Haithem Mezni, Mokhtar Sellami, Amal Al-Rasheed, Hela Elmannai
2024 J jnl
Dual-Polarized Wideband 5G N77 Band Slotted MIMO Antenna System for Next-Generation Smartphones.
IEEE Access
Saad Hassan Kiani, Mehr E. Munir, Hüseyin Serif Savci, Hatem Rmili, Eatedal Alabdulkreem, Hela Elmannai, Giovanni Pau, Mohammad Alibakhshikenari
2024 J jnl
Squeeze-and-excitation 3D convolutional attention recurrent network for end-to-end speech emotion recognition.
Appl. Soft Comput.
Nasir Saleem, Hela Elmannai, Sami Bourouis, Aymen Trigui
2024 J jnl
Temporally Dynamic Spiking Transformer Network for Speech Enhancement.
IEEE Access
Manal Abdullah Alohali, Nasir Saleem, Delel Rhouma, Mohamed Medani, Hela Elmannai, Sami Bourouis
2023 J jnl
A Clinical Decision Support System for Edge/Cloud ICU Readmission Model Based on Particle Swarm Optimization, Ensemble Machine Learning, and Explainable Artificial Intelligence.
IEEE Access
Maali Alabdulhafith, Hager Saleh, Hela Elmannai, Zainab Hassan Ali, Shaker H. Ali El-Sappagh, Jong Wan Hu, Nora El-Rashidy
2023 J jnl
A Self-Decoupling Technique to Realize Dense Packing of Antenna Elements in MIMO Arrays for Wideband Sub-6 GHz Communication Systems.
Sensors
Shahid Khan, Safdar Nawaz Khan Marwat, Muhammad Amir Khan, Salman Ahmed, Neelam Gohar, Mohammad Ehsanul Alim, Abeer D. Algarni, Hela Elmannai
2023 J jnl
AI-Driven Counter-Terrorism: Enhancing Global Security Through Advanced Predictive Analytics.
IEEE Access
Fahad Ali Khan, Gang Li, Anam Nawaz Khan, Qazi Waqas Khan, Myriam Hadjouni, Hela Elmannai
2023 J jnl
Algorithmic Approach to Virtual Machine Migration in Cloud Computing with Updated SESA Algorithm.
Sensors
Amandeep Kaur, Saurabh Kumar, Deepali Gupta, Yasir Hamid, Monia Hamdi, Amel Ksibi, Hela Elmannai, Shilpa Saini
2023 J jnl
Detecting Deepfake Images Using Deep Learning Techniques and Explainable AI Methods.
Intell. Autom. Soft Comput.
Wahidul Hasan Abir, Faria Rahman Khanam, Kazi Nabiul Alam, Myriam Hadjouni, Hela Elmannai, Sami Bourouis, Rajesh Dey, Mohammad Monirujjaman Khan
2023 J jnl
Effective healthcare service recommendation with network representation learning: A recursive neural network approach.
Data Knowl. Eng.
Mouhamed Gaith Ayadi, Haithem Mezni, Rana Alnashwan, Hela Elmannai
2023 J jnl
Eres-UNet++: Liver CT image segmentation based on high-efficiency channel attention and Res-UNet++.
Comput. Biol. Medicine
Jian Li, Kongyu Liu, Yating Hu, Hongchen Zhang, Ali Asghar Heidari, Huiling Chen, Weijiang Zhang, Abeer D. Algarni, Hela Elmannai
2023 J jnl
Hybrid Deep Learning and Discrete Wavelet Transform-Based ECG Biometric Recognition for Arrhythmic Patients and Healthy Controls.
Sensors
Muhammad Sheharyar Asif, Ch. Muhammad Shahzad Faisal, Muhammad Najam Dar, Monia Hamdi, Hela Elmannai, Atif Rizwan, Muhammad Abbas
2023 J jnl
IDriveGenes: Cancer Driver Genes Prediction Using Machine Learning.
IEEE Access
Yasir Ali, Muhammad Sardaraz, Muhammad Tahir, Hela Elmannai, Monia Hamdi, Amel Ksibi
2023 J jnl
Identification, 3D-Reconstruction, and Classification of Dangerous Road Cracks.
Sensors
Souhir Sghaier, Moez Krichen, Imed Ben Dhaou, Hela Elmannai, Reem Alkanhel
2023 J jnl
MaizeNet: A Deep Learning Approach for Effective Recognition of Maize Plant Leaf Diseases.
IEEE Access
Momina Masood, Marriam Nawaz, Tahira Nazir, Ali Javed, Reem Alkanhel, Hela Elmannai, Sami Dhahbi, Sami Bourouis
2023 J jnl
Multi-level threshold segmentation framework for breast cancer images using enhanced differential evolution.
Biomed. Signal Process. Control.
Xiao Yang, Rui Wang, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Zhangze Xu, Huiling Chen, Abeer D. Algarni, Hela Elmannai, Suling Xu
2023 J jnl
Multi-threshold image segmentation using an enhanced fruit fly optimization for COVID-19 X-ray images.
Biomed. Signal Process. Control.
Shuhui Hao, Changcheng Huang, Ali Asghar Heidari, Zhangze Xu, Huiling Chen, Eatedal Alabdulkreem, Hela Elmannai, Xianchuan Wang
2023 J jnl
Pneumothorax prediction using a foraging and hunting based ant colony optimizer assisted support vector machine.
Comput. Biol. Medicine
Yang Song, Lejing Lou, Wangjia Wang, Jie Li, Xiao Jin, Shijia Wang, Jihao Cai, Fangjun Kuang, Lei Liu, Myriam Hadjouni, Hela Elmannai, Chang Cai
2023 J jnl
Robust ACO-Based Landmark Matching and Maxillofacial Anomalies Classification.
Intell. Autom. Soft Comput.
Dalel Ben Ismail, Hela Elmannai, Souham Meshoul, Mohamed Saber Naceur
2023 J jnl
Salp swarm algorithm with iterative mapping and local escaping for multi-level threshold image segmentation: a skin cancer dermoscopic case study.
J. Comput. Des. Eng.
Shuhui Hao, Changcheng Huang, Ali Asghar Heidari, Huiling Chen, Lingzhi Li, Abeer D. Algarni, Hela Elmannai, Suling Xu
2022 J jnl
A Hybrid Intrusion Detection Model Using EGA-PSO and Improved Random Forest Method.
Sensors
Amit Kumar Balyan, Sachin Ahuja, Umesh Kumar Lilhore, Sanjeev Kumar Sharma, Poongodi Manoharan, Abeer D. Algarni, Hela Elmannai, Kaamran Raahemifar
2022 J jnl
Advanced orthogonal learning and Gaussian barebone hunger games for engineering design.
J. Comput. Des. Eng.
Xinsen Zhou, Wenyong Gui, Ali Asghar Heidari, Zhennao Cai, Hela Elmannai, Monia Hamdi, Guoxi Liang, Hui-Ling Chen
2022 J jnl
An Ensemble Model for Consumer Emotion Prediction Using EEG Signals for Neuromarketing Applications.
Sensors
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
2022 J jnl
Developing and Comparing Data Mining Algorithms That Work Best for Predicting Student Performance.
Int. J. Inf. Commun. Technol. Educ.
Hoda A. Abdelhafez, Hela Elmannai
2022 J jnl
Directional crossover slime mould algorithm with adaptive Lévy diversity for the optimal design of real-world problems.
J. Comput. Des. Eng.
Ailiang Qi, Dong Zhao, Fanhua Yu, Guangjie Liu, Ali Asghar Heidari, Huiling Chen, Abeer D. Algarni, Hela Elmannai, Wenyong Gui
2022 J jnl
Feature Extraction-Based Deep Self-Organizing Map.
Circuits Syst. Signal Process.
Mohamed Sakkari, Monia Hamdi, Hela Elmannai, Abeer Algarni, Mourad Zaied
2022 J jnl
Lightweight AI Framework for Industry 4.0 Case Study: Water Meter Recognition.
Big Data Cogn. Comput.
Jalel Ktari, Tarek Frikha, Monia Hamdi, Hela Elmannai, Habib Hmam
2022 J jnl
Malware Detection in Internet of Things (IoT) Devices Using Deep Learning.
Sensors
Sharjeel Riaz, Shahzad Latif, Syed Muhammad Usman, Syed Sajid Ullah, Abeer D. Algarni, Amanullah Yasin, Aamir Anwar, Hela Elmannai, Saddam Hussain
2022 J jnl
Mathematical COVID-19 model with vaccination: a case study in Saudi Arabia.
PeerJ Comput. Sci.
Abeer Algarni, Aws Ben Hamed, Monia Hamdi, Hela Elmannai, Souham Meshoul
2022 J jnl
Multilevel threshold image segmentation for COVID-19 chest radiography: A framework using horizontal and vertical multiverse optimization.
Comput. Biol. Medicine
Hang Su, Dong Zhao, Hela Elmannai, Ali Asghar Heidari, Sami Bourouis, Zongda Wu, Zhennao Cai, Wenyong Gui, Mayun Chen
2022 J jnl
Smart Communication Using 2D and 3D Mesh Network-on-Chip.
Intell. Autom. Soft Comput.
Arpit Jain, Adesh Kumar, Anand Prakash Shukla, Hammam A. Alshazly, Hela Elmannai, Abeer D. Algarni, Roushan Kumar, Jitendra Yadav
2021 J jnl
Deep Learning Models Combining for Breast Cancer Histopathology Image Classification.
Int. J. Comput. Intell. Syst.
Hela Elmannai, Monia Hamdi, Abeer Algarni
2021 J jnl
Deep Learning and Uniform LBP Histograms for Position Recognition of Elderly People with Privacy Preservation.
Int. J. Comput. Commun. Control
Monia Hamdi, Heni Bouhamed, Abeer Algarni, Hela Elmannai, Souham Meshoul
2016 — conf
A new classification approach based on source separation and feature extraction.
ISIVC
Hela Elmannai, Mohamed Anis Loghmari, Mohamed Saber Naceur
2015 C conf
Nonlinear separation source and parameterized feature fusion for satelite image patch exemplars.
IGARSS
Hela Elmannai, Mohamed Anis Loghmari, Mohamed Saber Naceur
2012 — conf
Perceptron nonlinear blind source separation for feature extraction and image classification.
IPTA
Mohamed Rached Boussema, Mohamed Saber Naceur, Hela Elmannai