Publications/travaux
Onglets principaux
2021
Communications avec actes
(2021). Gene expression RNA-sequencing survival analysis of high-grade serous ovarian carcinoma: a comparative study.
Dans 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (p. 3414-3419). IEEE. 10.1109/BIBM52615.2021.9669562.
2021
Communications avec actes
(2021). Predicting Clinical Outcomes of Ovarian Cancer Patients: Deep Survival Models and Transfer Learning.
Dans Proceedings of the 31st European Safety and Reliability Conference : 31st European Safety and Reliability Conference - ESREL 2021 (p. 371 - 375)
2021
Article
(2021). A Mixed Predictive Approach to Weather Forecasting Applied To Small Areas.
International Journal of Scientific & Technology Research, 10 (4) p. 164-178.
2020
Article
(2020). A Hybrid Methodology for Short Term Temperature Forecasting.
International Journal of Intelligence Science, 10 (3) 10.4236/ijis.2020.103005.
2020
Article
(2020). A vector autoregressive methodology for short-term weather forecasting: tests for Lebanon.
SN Applied Sciences, 2 (9) p. 1555. 10.1007/s42452-020-03292-y.
2020
Communications avec actes
(2020). A Survey of Methods for the Construction of an Intrusion Detection System.
Dans D. Hemanth, J. et Kose U.(Dirs.)Artificial Intelligence and Applied Mathematics in Engineering Problems : International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2019) (p. 211 - 225). Springer International Publishing. 10.1007/978-3-030-36178-5_18.
2018
Article
(2018). A Proposed Methodology on Predicting Visitor’s Behavior based on Web Mining Technique.
International Journal of Advanced Computer Science and Applications, 9 (12) 10.14569/IJACSA.2018.091236.
2018
Article
(2018). Automatic Abnormal Electroencephalograms Detection of Preterm Infants.
Journal of Data Analysis and Information Processing, 6 (04) p. 141.
2018
Communications avec actes
(2018). A Proposed Methodology for Cyber Security Mechanism According to the Most Popular Detected Attacks for University Web Application.
Dans Second World Conference on Smart Trends in Systems, Security and Sustainability (WorldS4) (p. 215-219)10.1109/WorldS4.2018.8611626.
2018
Communications avec actes
(2018). Optimized Brain Computer Interface System for Unspoken Speech Recognition: Role of Wernicke Area.
Dans World Academy of Science, Engineering and Technology International Journal of Biomedical and Biological Engineering : ICBCIB 2018 : 20th International Conference on Brain-Computer Interfaces in Biomedicine . World Academy of Science, Engineering and Technology. 
fichier-96-2765-946-.pdf (1.7 Mo)
fichier-96-2765-946-.pdf (1.7 Mo) 2018
Communications avec actes
(2018). Automatic Detector of Abnormal EEG for Preterm Infants.
Dans Ahmed, M. Uddin, Begum S. et Fasquel J-B.(Dirs.)Internet of Things (IoT) Technologies for HealthCare (p. 82–87). Springer International Publishing.
2018
Article
(2018). Determinant characteristics in EEG signal based on bursts amplitude segmentation for predicting pathological outcomes of a premature newborn, with validation using ANN.
Analog Integrated Circuits and Signal Processing, 10.1007/s10470-018-1129-1.
2017
Article
(2017). Intelligent Models to Predict the Prognosis of Premature Neonates According to Their EEG Signals.
International Journal of Biomedical and Clinical Engineering, 6 p. 57 - 66.
2017
Communications avec actes
(2017). A survey of methods for the construction of a Brain Computer Interface.
Dans 2017 Sensors Networks Smart and Emerging Technologies (SENSET) (p. 1 - 4)
2017
Communications avec actes
(2017). Electroencephalographic based brain computer interface for unspoken speech.
Dans 2017 Sensors Networks Smart and Emerging Technologies (SENSET) (p. 1 - 4)
2017
Communications avec actes
(2017). Automatic Detector of Abnormal EEG for Preterm Infants.
Dans International Conference on IoT Technologies for HealthCare . Springer.
2017
Article
(2017). Using correlative data analysis to develop weather index that estimates the risk of forest fires in Lebanon & Mediterranean: Assessment versus prevalent meteorological indices.
Case Studies in Fire Safety, 7 p. 8 - 22. https://doi.org/10.1016/j.csfs.2016.12.001.
2016
Communications avec actes
(2016). Comparative Study of Different Data Mining Techniques in Predicting Forest Fire in Lebanon and Mediterranean.
Dans Bi, Y., Kapoor S. et Bhatia R.(Dirs.)Lecture Notes in Networks and Systems : Proceedings of SAI Intelligent Systems Conference (IntelliSys) (p. 747 - 762). Springer International Publishing. 10.1007/978-3-319-56994-9_51.
2015
Communications avec actes
(2015). Predication of premature neonates prognosis based on their electroencephalogram using artificial neural network.
Dans 2015 SAI Intelligent Systems Conference (IntelliSys) (p. 527 - 531)
2015
Communications avec actes
(2015). Plateforme de Simulation Virtuelle pour la formation et la recherche en Physiologie.
Dans {4ème colloque francophone de simulation en santé (p. 3)
2015
Article
(2015). Predictors of Walking impairment in Patients With Claudication Using Linear & Non-Linear Models.
The FASEB Journal, 29 (1\_supplement) p. 1055.1. 10.1096/fasebj.29.1\_supplement.1055.1.
2014
Article
(2014). Reference Curves Estimation Using Conditional Quantile and Radial Basis Function Network with Mass Constraint.
Neural Processing Letters, 10.1007/s11063-014-9399-9.
2014
Communications avec actes
(2014). Reducing the Risk of Fire Danger in Lebanon Based on Predictive Analysis and Preliminary-Proactive Actions.
Dans 5th International Conference on Environmental Science and Technology IPCBEE (p. 125-128). IACSIT Press. 10.7763/IPCBEE.2014.V69.24.
2014
Article
(2014). Applying Decision Tree Algorithm and Neural Networks to Predict Forest Fires in Lebanon.
Journal of Theoretical and Applied Information Technology, 63 p. 282-291.
2014
Article
(2014). Evaluation of Automatic Feature Detection Algorithms in EEG.
Computers in Biology and Medicine, 54 (C) p. 61–71. 10.1016/j.compbiomed.2014.08.011.
2014
Article
(2014). Applying decision tree algorithm and neural networks to predict forest fires in Lebanon.
Journal of Theoretical and Applied Information Technology, 63 p. 282-291.
2014
Article
(2014). A Simplified Mathematical Model for Fire Spread Predictions in Wildland Fires Combining between the Models of Anderson and Rothermel.
International Journal of Modeling and Optimization, 4 p. 197-200.
2014
Article
(2014). A 1d-MODEL for the simulation of the arterial wall displacement.
Artery Research, 8 p. 161.
2013
Communications avec actes
(2013). Forest Fires Prediction: A Proposal for a new hybrid index.
Dans The 3rd International Conference on Computer Science and Logistics Engineering (ICCSLE2013)-Hong Kong Conference
2013
Communications avec actes
(2013). EEGDiag, une application d’analyse de l’EEG pour la plateforme de télésanté BBEEG.
Dans 4ièmes Journées Démonstrateurs 2013
2012
Article
(2012). Real Time Recognition of Elderly Daily Activity using Fuzzy Logic through Fusion of Motion and Location Data.
International Journal of Computer Applications, 54 (3) p. 55-60. 10.5120/8549-2109.
2012
Communications avec actes
(2012). Integrated monitoring system for fall detection in elderly.
Dans International Conference on Audio, Language and Image Processing (ICALIP 2012) (p. 62-67). IEEE. 10.1109/ICALIP.2012.6376585.
2012
Communications avec actes
(2012). Estimation du Quantile conditionnel par les Réseaux de neurones à fonction radiale de base.
Dans 44èmes Journées de Statistique, JdS 2012
2012
Communications avec actes
(2012). Analyse multifractale de signaux laser Doppler acquis au repos et après stimulation par nitroglycérine.
Dans 8ème colloque national, OPT-DIAG 2012 : Diagnostic et Imagerie Optique en Médecine et Biologie Biophotonique
2012
Communications avec actes
(2012). A new method to determine arterial distensibility in small arteries.
Dans 2012 20th Mediterranean Conference on Control Automation (MED) 10.1109/MED.2012.6265842.
2011
Communications avec actes
(2011). Mesures et analyses biomécaniques des interactions macrocirculation/microcirculation sanguines.
Dans 20ème congrès fran{\c c}ais de mécanique
2011
Communications avec actes
(2011). Intérêt de l’analyse non linéaire pour l’analyse de l’EEG du nouveau Né.
Dans Etudes de l’EEG au cours du développement par Traitement du Signal et Modélisation Intégrative : Journée CNRS-INSERM GdR STIC-SANTE
2011
Article
(2011). Implementation of Intelligent Monitoring System for year Elderly.
Journal of Theoretical and Applied Information Technology, 34 (1) p. 65 - 70.
2011
Communications avec actes
(2011). Implementation of a monitoring system for fall detection in elderly healthcare.
Dans World Congress on Information and Technology, WCIT 2010 (p. 216 - 220)10.1016/j.procs.2010.12.036.
2011
Article
(2011). Automated Monitoring System for Fall Detection in the Elderly.
International Journal of Image Processing (IJIP), 4 (5) p. 476 - 483.
2010
Communications avec actes
2010
Article
(2010). Two Neural Networks for License Number Plates Recognition.
Journal of Theoretical and Applied Information Technology, 12 (1) p. 25 - 32.
2010
Article
(2010). A New Algorithmic Approach for Detection and Identification of Vehicle Plate Numbers.
Journal Software Engineering and Applications, 3 p. 99 - 108. 10.4236/jsea.2010.32013.
2010
Communications avec actes
(2010). Neural Network System for Inverse Kinematics Problem in 3 DOF Robotics.
Dans IEEE Fifth International Conference on Bio-Inspired Computing: Theories and Applications, BIC-TA 2010 (p. 1550-1557)
2010
Communications avec actes
(2010). Neural Network Approach for the Identification System of the Type of Vehicle.
Dans International Conference on Computational Intelligence and Communication Networks, CICN2010 (p. 162-166). IEEE Computer Society. 10.1109/CICN.2010.42.
2010
Communications avec actes
(2010). The Mathematical Theory of Integrative Physiology: Application to hippocampus for drug discovery.
Dans IEEE Fifth International Conference on Bio-Inspired Computing: Theories and Applications, BIC-TA 2010 (p. 1406-1416)10.1109/BICTA.2010.5645287.
2010
Communications avec actes
(2010). Identification system of the type of vehicle.
Dans IEEE Fifth International Conference on Bio-Inspired Computing: Theories and Applications, BIC-TA 2010 (p. 1607-1612)10.1109/BICTA.2010.5645260.
2010
Communications avec actes
(2010). Automatic system recognition of Lebanese license plates.
Dans IEEE Fifth International Conference on Bio-Inspired Computing: Theories and Applications, BIC-TA (p. 1399-1405)10.1109/BICTA.2010.5645286.
2010
Article
(2010). Automated Monitoring System for Fall Detection in the Elderly.
International Journal of Image Processing, 4
2009
Communications avec actes
2009
Communications avec actes
(2009). A Mobile Agent Framework to Support Parallel Computing: Application to Multi-product Planning and Scheduling Problems.
Dans Second International Conference on Developments in eSystems Engineering, DESE 2009 (p. 335 - 342)10.1109/DeSE.2009.58.
2009
Communications avec actes
(2009). Fusion of basic algorithms for detection and localization of vehicle plate numbers.
Dans International Conference on Information Systems, Architecture, and Technology, ISAT’09 (p. 119 - 128)
2009
Communications avec actes
(2009). How In-Silico Experiments Can Help Drug-Discovery: The Glutamatergic Synapse as an Example of Application.
Dans 2009 Second International Conference on Developments in eSystems Engineering 10.1109/DeSE.2009.49.
2009
Chapitre d'ouvrage
(2009). Chapter 14 : Cooperation Control in Distributed Population-based Algorithms using a Multi-agent Approach Application to a real-life Vehicle Routing Problem.
Dans Rodic, AD. D.(Dirs.)Contemporary Robotics - Challenges and Solutions (p. 249-274). InTech.
2009
Article
(2009). A hierarchical modeling approach of Hippocampus local circuit.
{Journal of Integrative Neuroscience}, 8 p. 49-76.
2008
Communications avec actes
(2008). Modeling complex systems with Cellular Automata.
Dans 7th Congress of the UES, UES08
2008
Communications avec actes
(2008). An efficient information exchange strategy in a distributed computing system - Application to the CARP.
Dans 5th International Conference on Informatics in Control, Automation and Robotics, ICINCO’08 (p. 342 - 346)
2008
Communications avec actes
(2008). Une approche multi-agents pour l’optimisation par algorithme génétique distribué.
Dans 9ème Congrès de la Société Française de Recherche Opérationnelle et d’Aide à la décision (p. 1-16). ROADEF’08.
2008
Communications avec actes
(2008). An Agent Framework with an Efficient Information Exchange Model for Distributed Genetic Algorithms.
Dans Proceedings of the 2008 IEEE World Congress on Computational Intelligence (WCCI’08) 10.1109/CEC.2008.4630895.
