A Discrete-Events Simulation Approach for Evaluation of Service-Based Applications. - Maha Driss; Yassine Jamoussi; Jean-Marc Jézéquel; Henda Hajjami Ben Ghézala (ECOWS, 2008)

A Requirement-Centric Approach to Web Service Modeling, Discovery, and Selection. - Maha Driss; Naouel Moha; Yassine Jamoussi; Jean-Marc Jézéquel; Henda Hajjami Ben Ghézala (ICSOC, 2010)

Analytical Quality Assurance. - Andreas Metzger; Salima Benbernou; Manuel Carro; Maha Driss; Gabor Kecskemeti; Raman Kazhamiakin; Kyriakos Kritikos; Andrea Mocci; Elisabetta Di Nitto; Branimir Wetzstein; Fabrizio Silvestri (S-CUBE Book, 2010)

Selection of Composable Web Services Driven by User Requirements. - Zeina Azmeh; Maha Driss; Fady Hamoui; Marianne Huchard; Naouel Moha; Chouki Tibermacine (ICWS, 2011)

A multi-perspective approach for web service composition. - Maha Driss; Yassine Jamoussi; Jean-Marc Jézéquel; Henda Hajjami Ben Ghézala (iiWAS, 2011)

Une approche centrée exigences pour la composition de services web. - Maha Driss; Yassine Jamoussi; Naouel Moha; Jean-Marc Jézéquel; Henda Ben Ghézala (Ingénierie des Systèmes d Inf., 2011)

Approche multi-perspective centrée exigences de composition de services Web. (A multi-perspective requirement centric approach for Web service composition). - Maha Driss (2011)

Servicing Your Requirements: An FCA and RCA-Driven Approach for Semantic Web Services Composition. - Maha Driss; Amani Aljehani; Wadii Boulila; Hamza Ghandorh; Mohammed Al-Sarem (IEEE Access, 2020)

Leveraging Deep Learning and IoT big data analytics to support the smart cities development: Review and future directions. - Safa Ben Atitallah; Maha Driss; Wadii Boulila; Henda Ben Ghézala (Comput. Sci. Rev., 2020)

Standalone noise and anomaly detection in wireless sensor networks: A novel time-series and adaptive Bayesian-network-based approach. - Mahmood Safaei; Abul Samad Ismail; Hassan Chizari; Maha Driss; Wadii Boulila; Shahla Asadi; Mitra Safaei (Softw. Pract. Exp., 2020)

A Systematic Literature Review on Outlier Detection in Wireless Sensor Networks. - Mahmood Safaei; Shahla Asadi; Maha Driss; Wadii Boulila; Abdullah Alsaeedi; Hassan Chizari; Rusli Abdullah 001; Mitra Safaei (Symmetry, 2020)

SUBLμME: Secure Blockchain as a Service and Microservices-based Framework for IoT Environments. - Daniah Hasan; Maha Driss (AICCSA, 2021)

A Deep Learning-based Approach for Real-time Facemask Detection. - Wadii Boulila; Ayyub Alzahem; Aseel Almoudi; Muhanad Afifi; Ibrahim Alturki; Maha Driss (ICMLA, 2021)

An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle imagery. - Safa Ben Atitallah; Maha Driss; Wadii Boulila; Anis Koubaa; Nesrine Atitallah; Henda Ben Ghézala (KES, 2021)

Microservices in IoT Security: Current Solutions, Research Challenges, and Future Directions. - Maha Driss; Daniah Hasan; Wadii Boulila; Jawad Ahmad 001 (KES, 2021)

A systematic literature review on obesity: Understanding the causes & consequences of obesity and reviewing various machine learning approaches used to predict obesity. - Mahmood Safaei; Elankovan A. Sundararajan; Maha Driss; Wadii Boulila; Azrulhizam Shapi'i (Comput. Biol. Medicine, 2021)

RS-DCNN: A novel distributed convolutional-neural-networks based-approach for big remote-sensing image classification. - Wadii Boulila; Mokhtar Sellami 002; Maha Driss; Mohammed Al-Sarem; Mahmood Safaei; Fuad A. Ghaleb (Comput. Electron. Agric., 2021)

Weight Initialization Techniques for Deep Learning Algorithms in Remote Sensing: Recent Trends and Future Perspectives. - Wadii Boulila; Maha Driss; Mohammed Al-Sarem; Faisal Saeed; Moez Krichen (CoRR, 2021)

Voting Classifier-based Intrusion Detection for IoT Networks. - Muhammad Almas Khan; Muazzam Ali Khan; Shahid Latif; Awais Aziz Shah; Mujeeb Ur Rehman; Wadii Boulila; Maha Driss; Jawad Ahmad 001 (CoRR, 2021)

GuideMe: A Mobile Application based on Global Positioning System and Object Recognition Towards a Smart Tourist Guide. - Wadii Boulila; Anmar Abuhamdah; Maha Driss; Slim Kammoun; Jawad Ahmad 001 (CoRR, 2021)

Evolution of Target Localization in Wireless Sensor Network (WSN): A Review. - Muneeb Ahmed Khan; Muazzam Ali Khan; Maha Driss; Wadii Boulila; Jawad Ahmad 001 (CoRR, 2021)

An Efficient Approach Based on Privacy-Preserving Deep Learning for Satellite Image Classification. - Munirah Alkhelaiwi; Wadii Boulila; Jawad Ahmad 001; Anis Koubaa; Maha Driss (Remote. Sens., 2021)

Deep Learning for the Industrial Internet of Things (IIoT): A Comprehensive Survey of Techniques, Implementation Frameworks, Potential Applications, and Future Directions. - Shahid Latif; Maha Driss; Wadii Boulila; Zil E. Huma; Sajjad Shaukat Jamal; Zeba Idrees; Jawad Ahmad 001 (Sensors, 2021)

Future Forecasting of COVID-19: A Supervised Learning Approach. - Mujeeb Ur Rehman; Arslan Shafique; Sohail Khalid; Maha Driss; Saeed Rubaiee (Sensors, 2021)

Towards Optimizing Malware Detection: An Approach Based on Generative Adversarial Networks and Transformers. - Ayyub Alzahem; Wadii Boulila; Maha Driss; Anis Koubaa; Iman M. Almomani (ICCCI, 2022)

An Effective Detection and Classification Approach for DoS Attacks in Wireless Sensor Networks Using Deep Transfer Learning Models and Majority Voting. - Safa Ben Atitallah; Maha Driss; Wadii Boulila; Iman M. Almomani (ICCCI (CCIS Volume), 2022)

Microservices for Data Analytics in IoT Applications: Current Solutions, Open Challenges, and Future Research Directions. - Safa Ben Atitallah; Maha Driss; Henda Ben Ghzela (KES, 2022)

CBiLSTM: A Hybrid Deep Learning Model for Efficient Reputation Assessment of Cloud Services. - Reem Al Saleh; Maha Driss; Iman M. Almomani (IEEE Access, 2022)

COVIBOT: A Smart Chatbot for Assistance and E-Awareness during COVID-19 Pandemic. - Maha Driss; Iman M. Almomani; Leen Alahmadi; Linah Alhajjam; Raghad Alharbi; Shahad Alanazi (CoRR, 2022)

Randomly initialized convolutional neural network for the recognition of COVID-19 using X-ray images. - Safa Ben Atitallah; Maha Driss; Wadii Boulila; Henda Ben Ghézala (Int. J. Imaging Syst. Technol., 2022)

Fusion of convolutional neural networks based on Dempster-Shafer theory for automatic pneumonia detection from chest X-ray images. - Safa Ben Atitallah; Maha Driss; Wadii Boulila; Anis Koubaa; Henda Ben Ghézala (Int. J. Imaging Syst. Technol., 2022)

WS-ADVISING: a Reusable and reconfigurable microservices-based platform for effective academic advising. - Maha Driss (J. Ambient Intell. Humaniz. Comput., 2022)

Req-WSComposer: a novel platform for requirements-driven composition of semantic web services. - Maha Driss; Safa Ben Atitallah; Amal Albalawi; Wadii Boulila (J. Ambient Intell. Humaniz. Comput., 2022)

SmartWater: A Service-Oriented and Sensor Cloud-Based Framework for Smart Monitoring of Water Environments. - Haithem Mezni; Maha Driss; Wadii Boulila; Safa Ben Atitallah; Mokhtar Sellami 002; Nouf Alharbi (Remote. Sens., 2022)

A Novel Detection and Multi-Classification Approach for IoT-Malware Using Random Forest Voting of Fine-Tuning Convolutional Neural Networks. - Safa Ben Atitallah; Maha Driss; Iman M. Almomani (Sensors, 2022)

Information Fusion in Autonomous Vehicle Using Artificial Neural Group Key Synchronization. - Mohammad Zubair Khan; Arindam Sarkar; Hamza Ghandorh; Maha Driss; Wadii Boulila (Sensors, 2022)

Global outliers detection in wireless sensor networks: A novel approach integrating time-series analysis, entropy, and random forest-based classification. - Mahmood Safaei; Maha Driss; Wadii Boulila; Elankovan A. Sundararajan; Mitra Safaei (Softw. Pract. Exp., 2022)

A Novel Chaos-Based Privacy-Preserving Deep Learning Model for Cancer Diagnosis. - Mujeeb Ur Rehman; Arslan Shafique; Yazeed Yasin Ghadi; Wadii Boulila; Sana Ullah Jan; Thippa Reddy Gadekallu; Maha Driss; Jawad Ahmad 001 (IEEE Trans. Netw. Sci. Eng., 2022)

A Lightweight Chaos-Based Medical Image Encryption Scheme Using Random Shuffling and XOR Operations. - Fawad Masood; Maha Driss; Wadii Boulila; Jawad Ahmad 001; Sadaqat ur Rehman; Sana Ullah Jan; Abdullah Qayyum; William J. Buchanan (Wirel. Pers. Commun., 2022)

LSTM-Based QoE Evaluation for Web Microservices' Reputation Scoring. - Maha Driss (ICCCI (CCIS Volume), 2023)

Distributed Twins in Edge Computing: Blockchain and IOTA. - Anwar Sadad; Muazzam Ali Khan; Baraq Ghaleb; Fadia Ali Khan; Maha Driss; Wadii Boulila; Jawad Ahmad 001 (IWCMC, 2023)

Revolutionizing Disease Diagnosis: A Microservices-Based Architecture for Privacy-Preserving and Efficient IoT Data Analytics Using Federated Learning. - Safa Ben Atitallah; Maha Driss; Henda Ben Ghézala (KES, 2023)

CellSecure: Securing Image Data in Industrial Internet-of-Things via Cellular Automata and Chaos-Based Encryption. - Hassan Ali; Muhammad Shahbaz Khan; Maha Driss; Jawad Ahmad 001; William J. Buchanan; Nikolaos Pitropakis (VTC Fall, 2023)

Efficient Storage Approach for Big Data Analytics: An Iterative-Probabilistic Method for Dynamic Resource Allocation of Big Satellite Images. - Mahdi Jemmali; Wadii Boulila; Asma Cherif 001; Maha Driss (IEEE Access, 2023)

An Evidence Theory Based Embedding Model for the Management of Smart Water Environments. - Maha Driss; Wadii Boulila; Haithem Mezni; Mokhtar Sellami 002; Safa Ben Atitallah; Nouf Alharbi (Sensors, 2023)

FedMicro-IDA: A federated learning and microservices-based framework for IoT data analytics. - Safa Ben Atitallah; Maha Driss; Henda Ben Ghézala (Internet Things, 2023)

Deep Neural Decision Forest (DNDF): A Novel Approach for Enhancing Intrusion Detection Systems in Network Traffic Analysis. - Fatma S. Alrayes; Mohammed Zakariah; Maha Driss; Wadii Boulila (Sensors, 2023)

Feature Fusion for Improved Classification: Combining Dempster-Shafer Theory and Multiple CNN Architectures. - Ayyub Alzahem; Wadii Boulila; Maha Driss; Anis Koubaa (ICCCI (2), 2024)

Strengthening Network Intrusion Detection in IoT Environments with Self-supervised Learning and Few Shot Learning. - Safa Ben Atitallah; Maha Driss; Wadii Boulila; Anis Koubaa (ICCCI (2), 2024)

A Novel Cosine-Modulated-Polynomial Chaotic Map to Strengthen Image Encryption Algorithms in IoT Environments. - Muhammad Shahbaz Khan; Jawad Ahmad 001; Ahmed Al-Dubai 001; Nikolaos Pitropakis; Maha Driss; William J. Buchanan (KES, 2024)

On Similarity Measures of Complex Picture Fuzzy Sets With Applications in the Field of Pattern Recognition. - Himanshu Dhumras; Varun Shukla; Rakesh Kumar Bajaj; Maha Driss; Wadii Boulila (IEEE Access, 2024)

A novel medical image data protection scheme for smart healthcare system. - Mujeeb Ur Rehman; Arslan Shafique; Muhammad Shahbaz Khan; Maha Driss; Wadii Boulila; Yazeed Yasin Ghadi; Suresh Babu Changalasetty; Majed Alhaisoni; Jawad Ahmad 001 (CAAI Trans. Intell. Technol., 2024)

A Novel Speech Analysis and Correction Tool for Arabic-Speaking Children. - Lamia Berriche; Maha Driss; Areej Ahmed Almuntashri; Asma Mufreh Lghabi; Heba Saleh Almudhi; Munerah Abdul-Aziz Almansour (CoRR, 2024)

Enhancing Internet of Things Security throughSelf-Supervised Graph Neural Networks. - Safa Ben Atitallah; Maha Driss; Wadii Boulila; Anis Koubaa (CoRR, 2024)

Exploring Graph Mamba: A Comprehensive Survey on State-Space Models for Graph Learning. - Safa Ben Atitallah; Chaima Ben Rabah; Maha Driss; Wadii Boulila; Anis Koubaa (CoRR, 2024)

Finger pinching and imagination classification: A fusion of CNN architectures for IoMT-enabled BCI applications. - Giuseppe Varone; Wadii Boulila; Maha Driss; Saru Kumari; Muhammad Khurram Khan; Thippa Reddy Gadekallu; Amir Hussain 001 (Inf. Fusion, 2024)

Active Learning Empowered Sentiment Analysis: An Approach for Optimizing Smartphone Customer's Review Sentiment Classification. - Sidra Abbas; Wadii Boulila; Maha Driss; Gabriel Avelino R. Sampedro; Mideth B. Abisado; Ahmad S. Almadhor (IEEE Trans. Consumer Electron., 2024)

Aspect Category Detection of Mobile Edge Customer Reviews: A Distributed and Trustworthy Restaurant Recommendation System. - Sidra Abbas; Wadii Boulila; Maha Driss; Nancy Victor; Gabriel Avelino R. Sampedro; Mideth B. Abisado; Thippa Reddy Gadekallu (IEEE Trans. Consumer Electron., 2024)

Privacy Preserved and Decentralized Smartphone Recommendation System. - Arfat Ahmad Khan; Maha Driss; Wadii Boulila; Gabriel Avelino R. Sampedro; Sidra Abbas; Chitapong Wechtaisong (IEEE Trans. Consumer Electron., 2024)

Sustainable collaboration: Federated learning for environmentally conscious forest fire classification in Green Internet of Things (IoT). - Ali Akbar Siddique; Nada Alasbali; Maha Driss; Wadii Boulila; Mohammed S. Alshehri; Jawad Ahmad 001 (Internet Things, 2024)

Steganography in IoT: A Comprehensive Survey on Approaches, Challenges, and Future Directions. - Maha Driss; Lamia Berriche; Safa Ben Atitallah; Siwar Rekik (IEEE Access, 2025)

Self-supervised learning for graph-structured data in healthcare applications: A comprehensive review. - Safa Ben Atitallah; Chaima Ben Rabah; Maha Driss; Wadii Boulila; Anis Koubaa (Comput. Biol. Medicine, 2025)

Advances in natural language processing for healthcare: A comprehensive review of techniques, applications, and future directions. - Fatmah Alafari; Maha Driss; Asma Cherif 001 (Comput. Sci. Rev., 2025)

Securing Industrial IoT Environments: A Fuzzy Graph Attention Network for Robust Intrusion Detection. - Safa Ben Atitallah; Maha Driss; Wadii Boulila; Anis Koubaa (IEEE Open J. Comput. Soc., 2025)

SeqNovo: De Novo Peptide Sequencing Prediction in IoMT via Seq2Seq. - Eric Ke Wang; Mingjia Zhu; Wadii Boulila; Maha Driss; Thippa Reddy Gadekallu; Chien-Ming Chen 001; Lei Wang 005; Saru Kumari; Siu-Ming Yiu (IEEE J. Biomed. Health Informatics, 2025)