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Emna Ben Ayed
Affiliation : University of Sfax · University of Jendouba
- 12Publications (affiliation in Tunisia)
- 18Total publications
- 151Citations
- 7h-index
Research profile
Emna Ben Ayed has 12 indexed publications (2013–2024). Their work appears mainly in “International Conference on Advanced Logistics and Transport (ICALT)”, “Cognitive Computation” and “Applied Soft Computing”. Their most cited article, “Pruning Deep Neural Networks for Green Energy-Efficient Models: A Survey” (2024), has been cited 49 times. 6 of these publications date from the last three years of activity. Their work is co-authored with at least 5 researchers, including institutions in France, United Kingdom.
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Create my free profile Add my publicationsResearch areas
- Advanced Neural Network Applications
- Usability and User Interface Design
- Metaheuristic Optimization Algorithms Research
- Decision Support System Applications
- Machine Learning and Data Classification
Publications (12)
- Pruning Deep Neural Networks for Green Energy-Efficient Models: A Survey
- A CNN pruning approach using constrained binary particle swarm optimization with a reduced search space for image classification
- A binary particle swarm optimization-based pruning approach for environmentally sustainable and robust CNNs
- Bare‐Bones particle Swarm optimization‐based quantization for fast and energy efficient convolutional neural networks
- Automatic Quantization of Convolutional Neural Networks Based on Enhanced Bare-Bones Particle Swarm Optimization for Chest X-Ray Image Classification
- An Automatic Vision Transformer Pruning Method Based on Binary Particle Swarm Optimization
- Neural Network Pruning Based on Improved Constrained Particle Swarm Optimization
- Deep learning for internet of things in fog computing: Survey and Open Issues
- Towards a context based Evaluation Support System for Quality in Use assessment of mobile systems
- A quality model for the evaluation of decision support systems based on a knowledge discovery from data process
- Towards a quality model for the evaluation of Mobile Decision Support Systems
- Towards a quality model for the evaluation of DSS based on KDD process
Publication venues
- International Conference on Advanced Logistics and Transport (ICALT) × 2
- Cognitive Computation × 1
- Applied Soft Computing × 1
- Neurocomputing × 1
- Expert Systems × 1
- Lecture notes in computer science × 1
Publications per year
- 20243
- 20233
- 20211
- 20201
- 20162
- 20151
- 20131
Collaborations
Partner institutions : Faculty of Sciences of Sfax · Laboratoire d'Automatique, de Mécanique et d'Informatique Industrielles et Humaines · Université de Valenciennes et du Hainaut-Cambrésis · Edinburgh Napier University
Co-authors’ countries : France · United Kingdom
Co-authors
Bibliographic data from OpenAlex (open database).
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