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Soheyb Ayad
Affiliation : University of Biskra
- 39Publications (affiliation in Algeria)
- 46Total publications
- 328Citations
- 11h-index
Research profile
Soheyb Ayad has 39 indexed publications (2014–2026). Their work appears mainly in “IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET)”, “Lecture notes in networks and systems” and “International Symposium on iNnovative Informatics of Biskra (ISNIB)”. Their most cited article, “Driver State Monitoring System” (2019), has been cited 41 times. 10 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers.
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Create my free profile Add my publicationsResearch areas
- 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
Publication venues
- 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 per year
- 20262
- 20253
- 20245
- 20226
- 20214
- 20205
- 20193
- 20184
- 20174
- 20161
Collaborations
Partner institutions : Université Oran 1 Ahmed Ben Bella · University Center of Aflou · University of Algiers Benyoucef Benkhedda · University of Eloued
Co-authors
- 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
Bibliographic data from OpenAlex (open database).
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