Maha Driss - researchr alias

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Viewing Publication 1 - 56 from 56

2025

Advances in natural language processing for healthcare: A comprehensive review of techniques, applications, and future directionsFatmah Alafari, Maha Driss, Asma Cherif 0001. csr, 56:100725, 2025. [doi]

Self-supervised learning for graph-structured data in healthcare applications: A comprehensive reviewSafa Ben Atitallah, Chaima Ben Rabah, Maha Driss, Wadii Boulila, Anis Koubaa. cbm, 188:109874, 2025. [doi]

Steganography in IoT: A Comprehensive Survey on Approaches, Challenges, and Future DirectionsMaha Driss, Lamia Berriche, Safa Ben Atitallah, Siwar Rekik. access, 13:74840-74871, 2025. [doi]

SeqNovo: De Novo Peptide Sequencing Prediction in IoMT via Seq2SeqEric Ke Wang, Mingjia Zhu, Wadii Boulila, Maha Driss, Thippa Reddy Gadekallu, Chien-Ming Chen 0001, Lei Wang, Saru Kumari, Siu-Ming Yiu. titb, 29(4):2377-2387, April 2025. [doi]

2024

Active Learning Empowered Sentiment Analysis: An Approach for Optimizing Smartphone Customer's Review Sentiment ClassificationSidra Abbas, Wadii Boulila, Maha Driss, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Ahmad S. Almadhor. tce, 70(1):4470-4477, February 2024. [doi]

Aspect Category Detection of Mobile Edge Customer Reviews: A Distributed and Trustworthy Restaurant Recommendation SystemSidra Abbas, Wadii Boulila, Maha Driss, Nancy Victor, Gabriel Avelino R. Sampedro, Mideth B. Abisado, Thippa Reddy Gadekallu. tce, 70(1):2170-2177, February 2024. [doi]

Feature Fusion for Improved Classification: Combining Dempster-Shafer Theory and Multiple CNN ArchitecturesAyyub Alzahem, Wadii Boulila, Maha Driss, Anis Koubaa. iccci 2024: 280-292 [doi]

Strengthening Network Intrusion Detection in IoT Environments with Self-supervised Learning and Few Shot LearningSafa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa. iccci 2024: 83-96 [doi]

On Similarity Measures of Complex Picture Fuzzy Sets With Applications in the Field of Pattern RecognitionHimanshu Dhumras, Varun Shukla, Rakesh Kumar Bajaj, Maha Driss, Wadii Boulila. access, 12:83104-83117, 2024. [doi]

Privacy Preserved and Decentralized Smartphone Recommendation SystemArfat Ahmad Khan, Maha Driss, Wadii Boulila, Gabriel Avelino R. Sampedro, Sidra Abbas, Chitapong Wechtaisong. tce, 70(1):4617-4624, February 2024. [doi]

A Novel Cosine-Modulated-Polynomial Chaotic Map to Strengthen Image Encryption Algorithms in IoT EnvironmentsMuhammad Shahbaz Khan, Jawad Ahmad 0001, Ahmed Al-Dubai 0001, Nikolaos Pitropakis, Maha Driss, William J. Buchanan. kes 2024: 4214-4223 [doi]

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 0001. iot, 25:101013, April 2024. [doi]

A novel medical image data protection scheme for smart healthcare systemMujeeb ur Rehman, Arslan Shafique, Muhammad Shahbaz Khan, Maha Driss, Wadii Boulila, Yazeed Yasin Ghadi, Suresh Babu Changalasetty, Majed Alhaisoni, Jawad Ahmad 0001. caaitrit, 9(4):821-836, 2024. [doi]

Finger pinching and imagination classification: A fusion of CNN architectures for IoMT-enabled BCI applicationsGiuseppe Varone, Wadii Boulila, Maha Driss, Saru Kumari, Muhammad Khurram Khan, Thippa Reddy Gadekallu, Amir Hussain 0001. inffus, 101:102006, January 2024. [doi]

2023

CellSecure: Securing Image Data in Industrial Internet-of-Things via Cellular Automata and Chaos-Based EncryptionHassan Ali, Muhammad Shahbaz Khan, Maha Driss, Jawad Ahmad 0001, William J. Buchanan, Nikolaos Pitropakis. vtc 2023: 1-6 [doi]

Deep Neural Decision Forest (DNDF): A Novel Approach for Enhancing Intrusion Detection Systems in Network Traffic AnalysisFatma S. Alrayes, Mohammed Zakariah, Maha Driss, Wadii Boulila. sensors, 23(20):8362, October 2023. [doi]

Revolutionizing Disease Diagnosis: A Microservices-Based Architecture for Privacy-Preserving and Efficient IoT Data Analytics Using Federated LearningSafa Ben Atitallah, Maha Driss, Henda Ben Ghézala. kes 2023: 3322-3331 [doi]

FedMicro-IDA: A federated learning and microservices-based framework for IoT data analyticsSafa Ben Atitallah, Maha Driss, Henda Ben Ghézala. iot, 23:100845, October 2023. [doi]

LSTM-Based QoE Evaluation for Web Microservices' Reputation ScoringMaha Driss. iccci 2023: 44-56 [doi]

An Evidence Theory Based Embedding Model for the Management of Smart Water EnvironmentsMaha Driss, Wadii Boulila, Haithem Mezni, Mokhtar Sellami 0002, Safa Ben Atitallah, Nouf Alharbi. sensors, 23(10):4672, 2023. [doi]

Efficient Storage Approach for Big Data Analytics: An Iterative-Probabilistic Method for Dynamic Resource Allocation of Big Satellite ImagesMahdi Jemmali, Wadii Boulila, Asma Cherif 0001, Maha Driss. access, 11:91526-91538, 2023. [doi]

Distributed Twins in Edge Computing: Blockchain and IOTAAnwar Sadad, Muazzam Ali Khan, Baraq Ghaleb, Fadia Ali Khan, Maha Driss, Wadii Boulila, Jawad Ahmad 0001. iwcmc 2023: 327-332 [doi]

2022

Towards Optimizing Malware Detection: An Approach Based on Generative Adversarial Networks and TransformersAyyub Alzahem, Wadii Boulila, Maha Driss, Anis Koubaa, Iman M. Almomani. iccci 2022: 598-610 [doi]

Microservices for Data Analytics in IoT Applications: Current Solutions, Open Challenges, and Future Research DirectionsSafa Ben Atitallah, Maha Driss, Henda Ben Ghzela. kes 2022: 3938-3947 [doi]

A Novel Detection and Multi-Classification Approach for IoT-Malware Using Random Forest Voting of Fine-Tuning Convolutional Neural NetworksSafa Ben Atitallah, Maha Driss, Iman M. Almomani. sensors, 22(11):4302, 2022. [doi]

An Effective Detection and Classification Approach for DoS Attacks in Wireless Sensor Networks Using Deep Transfer Learning Models and Majority VotingSafa Ben Atitallah, Maha Driss, Wadii Boulila, Iman M. Almomani. iccci 2022: 180-192 [doi]

Randomly initialized convolutional neural network for the recognition of COVID-19 using X-ray imagesSafa Ben Atitallah, Maha Driss, Wadii Boulila, Henda Ben Ghézala. imst, 32(1):55-73, 2022. [doi]

Fusion of convolutional neural networks based on Dempster-Shafer theory for automatic pneumonia detection from chest X-ray imagesSafa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa, Henda Ben Ghézala. imst, 32(2):658-672, 2022. [doi]

WS-ADVISING: a Reusable and reconfigurable microservices-based platform for effective academic advisingMaha Driss. jaihc, 13(1):283-294, 2022. [doi]

Req-WSComposer: a novel platform for requirements-driven composition of semantic web servicesMaha Driss, Safa Ben Atitallah, Amal Albalawi, Wadii Boulila. jaihc, 13(2):849-865, 2022. [doi]

Information Fusion in Autonomous Vehicle Using Artificial Neural Group Key SynchronizationMohammad Zubair Khan, Arindam Sarkar, Hamza Ghandorh, Maha Driss, Wadii Boulila. sensors, 22(4):1652, 2022. [doi]

A Lightweight Chaos-Based Medical Image Encryption Scheme Using Random Shuffling and XOR OperationsFawad Masood, Maha Driss, Wadii Boulila, Jawad Ahmad 0001, Sadaqat ur Rehman, Sana Ullah Jan, Abdullah Qayyum, William J. Buchanan. wpc, 127(2):1405-1432, 2022. [doi]

SmartWater: A Service-Oriented and Sensor Cloud-Based Framework for Smart Monitoring of Water EnvironmentsHaithem Mezni, Maha Driss, Wadii Boulila, Safa Ben Atitallah, Mokhtar Sellami 0002, Nouf Alharbi. remotesensing, 14(4):922, 2022. [doi]

Global outliers detection in wireless sensor networks: A novel approach integrating time-series analysis, entropy, and random forest-based classificationMahmood Safaei, Maha Driss, Wadii Boulila, Elankovan A. Sundararajan, Mitra Safaei. SPE, 52(1):277-295, 2022. [doi]

CBiLSTM: A Hybrid Deep Learning Model for Efficient Reputation Assessment of Cloud ServicesReem Al Saleh, Maha Driss, Iman M. Almomani. access, 10:35321-35335, 2022. [doi]

A Novel Chaos-Based Privacy-Preserving Deep Learning Model for Cancer DiagnosisMujeeb ur Rehman, Arslan Shafique, Yazeed Yasin Ghadi, Wadii Boulila, Sana Ullah Jan, Thippa Reddy Gadekallu, Maha Driss, Jawad Ahmad 0001. tnse, 9(6):4322-4337, 2022. [doi]

2021

An Efficient Approach Based on Privacy-Preserving Deep Learning for Satellite Image ClassificationMunirah Alkhelaiwi, Wadii Boulila, Jawad Ahmad 0001, Anis Koubaa, Maha Driss. remotesensing, 13(11):2221, 2021. [doi]

An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle imagerySafa Ben Atitallah, Maha Driss, Wadii Boulila, Anis Koubaa, Nesrine Atitallah, Henda Ben Ghézala. kes 2021: 573-581 [doi]

A Deep Learning-based Approach for Real-time Facemask DetectionWadii Boulila, Ayyub Alzahem, Aseel Almoudi, Muhanad Afifi, Ibrahim Alturki, Maha Driss. icmla 2021: 1478-1481 [doi]

RS-DCNN: A novel distributed convolutional-neural-networks based-approach for big remote-sensing image classificationWadii Boulila, Mokhtar Sellami, Maha Driss, Mohammed Al-Sarem, Mahmood Safaei, Fuad A. Ghaleb. cea, 182:106014, 2021. [doi]

Microservices in IoT Security: Current Solutions, Research Challenges, and Future DirectionsMaha Driss, Daniah Hasan, Wadii Boulila, Jawad Ahmad 0001. kes 2021: 2385-2395 [doi]

SUBLμME: Secure Blockchain as a Service and Microservices-based Framework for IoT EnvironmentsDaniah Hasan, Maha Driss. aiccsa 2021: 1-9 [doi]

Deep Learning for the Industrial Internet of Things (IIoT): A Comprehensive Survey of Techniques, Implementation Frameworks, Potential Applications, and Future DirectionsShahid Latif, Maha Driss, Wadii Boulila, Zil E. Huma, Sajjad Shaukat Jamal, Zeba Idrees, Jawad Ahmad 0001. sensors, 21(22):7518, 2021. [doi]

A systematic literature review on obesity: Understanding the causes & consequences of obesity and reviewing various machine learning approaches used to predict obesityMahmood Safaei, Elankovan A. Sundararajan, Maha Driss, Wadii Boulila, Azrulhizam Shapi'i. cbm, 136:104754, 2021. [doi]

Future Forecasting of COVID-19: A Supervised Learning ApproachMujeeb ur Rehman, Arslan Shafique, Sohail Khalid, Maha Driss, Saeed Rubaiee. sensors, 21(10):3322, 2021. [doi]

2020

Leveraging Deep Learning and IoT big data analytics to support the smart cities development: Review and future directionsSafa Ben Atitallah, Maha Driss, Wadii Boulila, Henda Ben Ghézala. csr, 38:100303, 2020. [doi]

Servicing Your Requirements: An FCA and RCA-Driven Approach for Semantic Web Services CompositionMaha Driss, Amani Aljehani, Wadii Boulila, Hamza Ghandorh, Mohammed Al-Sarem. access, 8:59326-59339, 2020. [doi]

A Systematic Literature Review on Outlier Detection in Wireless Sensor NetworksMahmood Safaei, Shahla Asadi, Maha Driss, Wadii Boulila, Abdullah Alsaeedi, Hassan Chizari, Rusli Abdullah, Mitra Safaei. symmetry, 12(3):328, 2020. [doi]

Standalone noise and anomaly detection in wireless sensor networks: A novel time-series and adaptive Bayesian-network-based approachMahmood Safaei, Abul Samad Ismail, Hassan Chizari, Maha Driss, Wadii Boulila, Shahla Asadi, Mitra Safaei. SPE, 50(4):428-446, 2020. [doi]

2011

2010

2008

A Discrete-Events Simulation Approach for Evaluation of Service-Based ApplicationsMaha Driss, Yassine Jamoussi, Jean-Marc JÃ©zÃ©quel, Henda Hajjami Ben GhÃ©zala. ecows 2008: 73-78 [doi]

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