A neural network based on an inexpensive eight-bit microcontroller. - Lyes Saad Saoud; Abdelhafid Khellaf (Neural Comput. Appl., 2011)

Erratum to: Nonlinear dynamic systems identification based on dynamic wavelet neural units. - Lyes Saad Saoud; Abdelhafid Khellaf (Neural Comput. Appl., 2012)

Generalized dynamical fuzzy model for identification and prediction. - Lyes Saad Saoud; Fayçal Rahmoune; Victor Tourtchine; Kamel Baddari (J. Intell. Fuzzy Syst., 2014)

Cognitive Quaternion Valued Neural Network and some applications. - Lyes Saad Saoud; Reza Ghorbani; Fayçal Rahmoune (Neurocomputing, 2017)

Fully Complex Valued Wavelet Network for Forecasting the Global Solar Irradiation. - Lyes Saad Saoud; Fayçal Rahmoune; Victor Tourtchine; Kamel Baddari (Neural Process. Lett., 2017)

Metacognitive Sedenion-Valued Neural Network and its Learning Algorithm. - Lyes Saad Saoud; Hasan Al-Marzouqi (IEEE Access, 2020)

Metacognitive Octonion-Valued Neural Networks as They Relate to Time Series Analysis. - Lyes Saad Saoud; Reza Ghorbani (IEEE Trans. Neural Networks Learn. Syst., 2020)

Wind Speed Forecasting Using the Stationary Wavelet Transform and Quaternion Adaptive-Gradient Methods. - Lyes Saad Saoud; Hasan Al-Marzouqi; Mohamed Deriche 001 (IEEE Access, 2021)

Household Energy Consumption Prediction Using the Stationary Wavelet Transform and Transformers. - Lyes Saad Saoud; Hasan Al-Marzouqi; Ramy Hussein (IEEE Access, 2022)

Cascaded Deep Hybrid Models for Multistep Household Energy Consumption Forecasting. - Lyes Saad Saoud; Hasan Al-Marzouqi; Ramy Hussein (CoRR, 2022)

TempoNet: Empowering Long-Term Knee Joint Angle Prediction with Dynamic Temporal Attention in Exoskeleton Control. - Lyes Saad Saoud; Irfan Hussain (Humanoids, 2023)

Marine $ mathcal{X}$: Design and Implementation of Unmanned Surface Vessel for Vision Guided Navigation. - Muhayy Ud Din; Ahmed Humais; Waseem Akram 001; Mohamed Alblooshi; Lyes Saad Saoud; Abdelrahman Alblooshi; Lakmal D. Seneviratne; Irfan Hussain (ICAR, 2023)

ADOD: Adaptive Domain-Aware Object Detection with Residual Attention for Underwater Environments. - Lyes Saad Saoud; Zhenwei Niu; Atif Sultan; Lakmal D. Seneviratne; Irfan Hussain (ICAR, 2023)

FocalGatedNet: A Novel Deep Learning Model for Accurate Knee Joint Angle Prediction. - Humaid Ibrahim; Lyes Saad Saoud; Ahmad Aljarah; Irfan Hussain (CoRR, 2023)

Autonomous Underwater Robotic System for Aquaculture Applications. - Waseem Akram 001; Muhayyuddin Ahmed; Lyes Saad Saoud; Lakmal D. Seneviratne; Irfan Hussain (CoRR, 2023)

Robust Collision Detection for Robots with Variable Stiffness Actuation by Using MAD-CNN: Modularized-Attention-Dilated Convolutional Neural Network. - Zhenwei Niu; Lyes Saad Saoud; Irfan Hussain (CoRR, 2023)

MarineX: Design and Implementation of Unmanned Surface Vessel for Vision Guided Navigation. - Muhayy Ud Din; Ahmed Humais; Waseem Akram 001; Mohamed Alblooshi; Lyes Saad Saoud; Abdelrahman Alblooshi; Lakmal D. Seneviratne; Irfan Hussain (CoRR, 2023)

MARS: Multi-Scale Adaptive Robotics Vision for Underwater Object Detection and Domain Generalization. - Lyes Saad Saoud; Lakmal D. Seneviratne; Irfan Hussain (CoRR, 2023)

Semantic Labeling of High-Resolution Images Using EfficientUNets and Transformers. - Hasan Al-Marzouqi; Lyes Saad Saoud (IEEE Trans. Geosci. Remote. Sens., 2023)

Real-Time and Resource-Efficient Multi-Scale Adaptive Robotics Vision for Underwater Object Detection and Domain Generalization. - Lyes Saad Saoud; Zhenwei Niu; Lakmal D. Seneviratne; Irfan Hussain (ICIP, 2024)

Seeing Through the Haze: A Comprehensive Review of Underwater Image Enhancement Techniques. - Lyes Saad Saoud; Mahmoud Elmezain; Atif Sultan; Mohamed Heshmat; Lakmal D. Seneviratne; Irfan Hussain (IEEE Access, 2024)

MuLA-GAN: Multi-Level Attention GAN for Enhanced Underwater Visibility. - Ahsan Baidar Bakht; Zikai Jia; Muhayy Ud Din; Waseem Akram 001; Lyes Saad Saoud; Lakmal D. Seneviratne; Defu Lin; Shaoming He; Irfan Hussain (Ecol. Informatics, 2024)

Beyond observation: Deep learning for animal behavior and ecological conservation. - Lyes Saad Saoud; Atif Sultan; Mahmoud Elmezain; Mohamed Heshmat; Lakmal D. Seneviratne; Irfan Hussain (Ecol. Informatics, 2024)

Advancing Underwater Vision: A Survey of Deep Learning Models for Underwater Object Recognition and Tracking. - Mahmoud Elmezain; Lyes Saad Saoud; Atif Sultan; Mohamed Heshmat; Lakmal D. Seneviratne; Irfan Hussain (IEEE Access, 2025)

Kinematic Integration Network With Enhanced Temporal Intelligence and Quality-Driven Attention for Precise Joint Angle Prediction in Exoskeleton-Based Gait Analysis. - Lyes Saad Saoud; Irfan Hussain (IEEE Access, 2025)

HuBot: A biomimicking mobile robot for non-disruptive bird behavior study. - Lyes Saad Saoud; Loïc Lesobre; Enrico Sorato; Saud Al Qaydi; Yves Hingrat; Lakmal D. Seneviratne; Irfan Hussain (Ecol. Informatics, 2025)

Vision Language Action Models in Robotic Manipulation: A Systematic Review. - Muhayy Ud Din; Waseem Akram 001; Lyes Saad Saoud; Jan Rosell; Irfan Hussain (CoRR, 2025)

EBA-AI: Ethics-Guided Bias-Aware AI for Efficient Underwater Image Enhancement and Coral Reef Monitoring. - Lyes Saad Saoud; Irfan Hussain (CoRR, 2025)

FishDet-M: A Unified Large-Scale Benchmark for Robust Fish Detection and CLIP-Guided Model Selection in Diverse Aquatic Visual Domains. - Muayad Abujabal; Lyes Saad Saoud; Irfan Hussain (CoRR, 2025)