Faculty Research Portal

20 results

• Enhancing Gold Price Forecast Accuracy through Feature Engineering and Financial News Sentiment Integration Public
  Rosalinda Abou Mrad; Khalil Chtaiwy; Yaacoub Khalil; Michel Owayjan +1 more Conference Paper Computer Science · Mechatronics Engineering
• Explainable Reinforcement Learning-based Adaptive PID Control for Servo Motor Positioning Public
  Katia Hamdan; Hassan Diab; Michel Owayjan Conference Paper Mechatronics Engineering
• DeltaVisionX: A Low-Cost Vision-Guided Automation System Using YOLOv11 and PLC-Based Actuation Public
  Lara Sobh; Marc Nahhas; Francisco Katach El Halabi; Michel Owayjan +1 more Conference Paper Computer and Communications Engineering · Mechatronics Engineering
• Flat filtering model-free control of floating offshore wind turbine above rated wind speed with radial basis function neural network Public
  Michel Owayjan; Azeddine Houari; Roger Achkar; Mourad Ait-Ahmed +1 more Journal Article Mechatronics Engineering
• Reinforcement Learning-Based PID Tuning for a Mass-Spring-Damper System Public
  Abbas Toufaily; Michel Owayjan; Roger Achkar; Azeddine Houari +1 more Conference Paper Mechatronics Engineering

• Driver Drowsiness Detection Using CNN Public
  Maya Ghezzawi; Pio Jighalian; Sarah Khalil; Gaby Abou Haidar +2 more Conference Paper Computer and Communications Engineering · Mechatronics Engineering
• Exploring Distance Metrics for Early RUL Estimation: a Liquid Neural Network Approach Public
  Haidar Damen; Sara Abou Chaar; Michel Owayjan; Gaby Abou Haidar +1 more Conference Paper Computer and Communications Engineering · Mechatronics Engineering
• Physics Informed Neural Networks to Solve the 2-D Heat Diffusion Equation Public
  Hassan Ozeir; Ali Bazzi; Michel Owayjan; Rida Nuwayhid Conference Paper Mechatronics Engineering
• Symbiotic Fossil Fuel/RDF Gas Turbine Power Plants For Lebanon – A Reexamination Public
  Rida Nuwayhid; Michel Owayjan; Abbas Toufaily; Maroun Attieh +1 more Conference Paper Mechatronics Engineering
• Enhancing Reliability of Lightpath QoT Estimation Models using Bias Mitigation Techniques Public
  Hussein Jammal; Omran Ayoub; Andrea Bianco; Michel Owayjan +1 more Conference Paper Mechatronics Engineering
• Real-Time Drone System for Detecting, Tracking, and Following of a Mobile Robot in ROS/Gazebo Public
  Ali Salman; Mohammad Dika; Hassan Diab; Michel Owayjan +1 more Conference Paper Mechatronics Engineering
• Formula 1 Race Winner Prediction Using Random Forest and SHAP Analysis Public
  Elias El Haber; Elie Sawaya; Maroun Attieh; Aldo Tannous +2 more Conference Paper Computer and Communications Engineering · Mechatronics Engineering
• Used Car Prices Prediction using RNN Public
  Sara Abou Chaar; Manuel Aouad; George Chamoun; Gaby Abou Haidar +2 more Conference Paper Computer and Communications Engineering
• Exploring the Potential of AI in Network Slicing for 5G Networks: An Optimisation Framework Public
  Zeina Boufakhreddine; Alain Nohra; Gaby Abou Haidar; Roger Achkar +1 more Journal Article Computer and Communications Engineering
• Optimized Car Cooling System Using Solar Energy Public
  Elie Bassil; Gaby Abou Haidar; Michel Owayjan; Roger Achkar Journal Article Computer and Communications Engineering · Mechatronics Engineering

• Robust Model-Free Control of a Floating Offshore Wind Turbine under High Wind & Wave Conditions Public
  Michel Owayjan; Azeddine Houari; Roger Achkar; Mourad Ait-Ahmed +2 more Conference Paper Mechatronics Engineering
• Human Activity Recognition Using Feedforward Backpropagation Neural Network Public
  Fadi Al Debs; Makram El Jurdy; Elias Fares; Gaby Abou Haidar +2 more Conference Paper Computer and Communications Engineering · Mechatronics Engineering

• Steering Control of Self-Driving Car Using Super-Twisting Sliding Mode Control Public
  Mohammad Dika; Michel Owayjan; Roger Achkar Conference Paper Mechatronics Engineering

• ERP Neural Network Inventory Control Public
  Jad Farhat; Michel Owayjan Journal Article Computer and Communications Engineering · Mechatronics Engineering

• The design and development of a Lie Detection System using facial micro-expressions Public
  Michel Owayjan; Ahmad Kashour; Nancy Al Haddad; Mohamad Fadel +1 more Conference Paper Computer and Communications Engineering