Accueil › Annuaire des chercheurs › Soheyb Ayad
Soheyb Ayad
Affiliation : University of Biskra
- 39Publications (affiliation algérienne)
- 46Publications au total
- 328Citations
- 11Indice h
Profil de recherche
Soheyb Ayad compte 39 publications référencées (2014–2026). Ses travaux paraissent principalement dans « IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET) », « Lecture notes in networks and systems » et « International Symposium on iNnovative Informatics of Biskra (ISNIB) ». Son article le plus cité, « Driver State Monitoring System » (2019), a été cité 41 fois. 10 de ces publications datent des trois dernières années d’activité. Ses travaux sont cosignés avec au moins 12 chercheurs.
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Créer mon profil gratuit Ajouter mes publicationsDomaines de recherche
- Smart Agriculture and AI
- Reliability and Maintenance Optimization
- Machine Fault Diagnosis Techniques
- Service-Oriented Architecture and Web Services
- Fault Detection and Control Systems
Publications (39)
- A Novel Deep Learning Framework Based on Heterogeneous Temporal Data Harmonization for Irrigation Water Amount Prediction
- Lightweight 2D-1D CNN for Real-Time Driver Drowsiness Detection withFederated Learning on Edge Devices
- Digital Twin-Based Smart Irrigation for Sustainable Water Management in Arid Areas
- Using BPMN to Improve Quality Insurance in Algerian High-Education Systems
- Leveraging the Power of Machine Learning Techniques for Intrusion Detection in Software-Defined Networks
- A Deep Learning Approach Based on Lstm Network for Agriculture Sensor Missing Data Prediction
- Advancing Crop Recommendation Systems Through Ensemble Learning Techniques
- Smart Waste Management System Based on IoT
- Tomato Crop Forecasting: A Comparative Analysis of Regression Models
- Water Amount Prediction for Smart Irrigation Based on Machine Learning Techniques
- Boosting RUL Prediction Using a Hybrid Deep CNN-BLSTM Architecture
- A Blockchain-based approach to securing data in smart agriculture
- Review on Reinforcement Learning-based approaches for Service Function Chain deployment in 5G networks
- Cross-Layer Routing Based on Semantic Web Services Discovery with Energy Evaluation and Optimization in MANET
- Semantic web services for ROS: a Robot as a Service approach
- Predicting COVID-19 Outbreak in Algeria Using Long Short-Term Memory Networks
- RUL Estimation Enhancement using Hybrid Deep Learning Methods
- A Survey on SDN based energy-efficiency approaches in IoT
- Towards an architecture for cloud robotic services
- Real time driver's eye state recognition based on deep mobile learning
- Leveraging the Power of the Combination of CNN and Bi-Directional LSTM Networks for Aircraft Engine RUL Estimation
- Literature Review on Driver’s Drowsiness and Fatigue Detection
- QoS of cloud prognostic system: application to aircraft engines fleet
- Unsupervised Feature Reduction Techniques with Bidirectional GRU Neural Network for Aircraft Engine RUL Estimation
- Context Aware for Internet of Things: A Survey
- Driver State Monitoring System
- Robotics based Solution for Data Center E-Monitoring
- A generic architecture for intelligent systems based on IoT technology
- An IoT approach for a smart maintenance
- An overview on the deep learning based prognostic
- Post-prognostics decision in cyber-physical systems
- An efficient cloud prognostic approach for aircraft engines fleet trending
- A web services based solution for the NAO robot in cloud robotics environment
- An optimised semantic web services discovery in MANET
- The performance measure of a data driven prognostic system: Application to an aircraft engine
- An optimised semantic web services discovery in MANET
- A post-prognostics decision framework for cell site using Cloud computing and Internet of Things
- Towards a new cloud robotics approach
- Evaluating the Energy Consumption of Web Services Protocols in Ad Hoc Networks
Revues de publication
- IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET) × 4
- Lecture notes in networks and systems × 3
- International Symposium on iNnovative Informatics of Biskra (ISNIB) × 2
- International Conference on Networking, Information Systems & Security (NISS) × 2
- International Journal of Computers and Applications × 2
- International Conference on Intelligent Systems and Computer Vision (ISCV) × 2
Publications par année
- 20262
- 20253
- 20245
- 20226
- 20214
- 20205
- 20193
- 20184
- 20174
- 20161
Collaborations
Établissements partenaires : Université Oran 1 Ahmed Ben Bella · University Center of Aflou · University of Algiers Benyoucef Benkhedda · University of Eloued
Co-auteurs
- Labib Sadek Terrissa
- Hamed Laouz
- Ikram Remadna
- Okba Kazar
- M’hamed Mancer
- Amina Guettas
- Zohra Bouzidi
- Radhia Bouziane
- Safa Meraghni
- Yousra Harabi
- Samir Merdaci
- Salsabil Meghazi Bakhouch
Données bibliographiques issues d’OpenAlex (base ouverte).
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