Accueil › Annuaire des chercheurs › Imad Hafidi
Imad Hafidi
Affiliation : Université Sultan Moulay Slimane
- 74Publications (affiliation marocaine)
- 111Publications au total
- 493Citations
- 12Indice h
Profil de recherche
Imad Hafidi compte 74 publications référencées (2017–2026). Ses travaux paraissent principalement dans « Lecture notes in networks and systems », « Journal of Physics Conference Series » et « Advances in intelligent systems and computing ». Son article le plus cité, « Anomaly Detection using Machine Learning Techniques in Wireless Sensor Networks » (2021), a été cité 106 fois. 40 de ces publications datent des trois dernières années d’activité. Ses travaux sont cosignés avec au moins 12 chercheurs, notamment dans des établissements de Allemagne.
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Créer mon profil gratuit Ajouter mes publicationsDomaines de recherche
- Metaheuristic Optimization Algorithms Research
- Vehicle Routing Optimization Methods
- Data Quality and Management
- Machine Learning and Data Classification
- Network Security and Intrusion Detection
Publications (74)
- Efficient vision transformers via patch selective soft-masked attention and knowledge distillation
- Images and Captions as Windows into Personality: Exploring the Impact of Demographic Factors
- Metaheuristic-Driven Hybrid Compression for Deep Neural Networks: Balancing Pruning and Decomposition
- OnlineADS: An online active learning approach to intrusion detection for WSNs
- FN-DeepCNN: Facial Expression Recognition Using Fine-Tuned Deep Convolutional Neural Network
- Deep Learning for Algorithm Selection: 1D CNN for Meta-Heuristic Recommendation in TSP
- A Critical Survey on the Implementation of Column-Family NoSQL Data Warehouses
- Linear Time Attention with Kernels: A Comparison of Deterministic Feature Maps
- Enhancing LightLog with BERT-Based Contextual Embeddings
- Deep Embedded Clustering for TIMSS Student Profiling: Evidence from the Moroccan Dataset
- A Pipeline for Efficient Potato Disease Detection with Pruning and Distillation
- Risk-Constrained Trade Sizing via Calibrated ML Probabilities and Linear Programming on SMC/ICT-Driven Structural Signals
- Primal-dual method to solve linear exponential loss function in fuzzy soft SVM: a robust solution to imbalanced data in entity resolution
- Optimizing decision support systems with adaptive column-family schema design in NoSQL data warehouses
- Deep Neural Network Compression via Data-Driven Low-Rank Singular Value Decomposition
- Adaptive Operator Selection in ALNS Using Q-Learning: A Comparative Study of Softmax, UCB, epsilon-Greedy and QTS Strategies for CVRP
- Optimizing Semantic Blocking in Entity Resolution via Autoencoder-Based Deep Clustering
- Metaheuristic Approaches for the Satisfiability Problem (SAT): A Systematic Review and Comparative Study with Modern SAT Solvers
- Multimodal Transformer-based Fusion for Personality Prediction from Social Media: A Gender-aware Framework Integrating mBERT and DINOv2
- A New Adaptation Mechanism of the ALNS Algorithm Using Reinforcement Learning
- Enhancing Machine Learning and Deep Learning Models for Depression Detection: A Focus on SMOTE, RoBERTa, and CNN-LSTM
- HAML-IRL: Overcoming the Imbalanced Record Linkage Problem Using a Hybrid Active Machine Leaning
- DDROP: Encouraging Filter Sparsity in Convolutional Neural Networks via Dynamic Dropout for Prunable Models
- Triangle Regularization for Pruning Aware Training of Neural Networks
- Deep neural network approximation for identification of parameter in a incompressible lubricated mechanism model
- Prediction of Medical Pathologies: A Systematic Review and Proposed Approach
- Intelligent control strategies for SEIQRS epidemic models using neural networks
- Lightweight Real-Time IDS for WSNs Through Dimensionality Reduction and Ensemble Learning
- EdgeShield: a robust and agile cybersecurity architecture for the internet of medical things
- A sinc-type surface growth model converges to equilibrium
- OGA-Apriori: An Optimized Genetic Algorithm Approach for Enhanced Frequent Itemset Mining
- Automating Software Test Case Generation with Pre-trained Large Language Models
- Enhancing sentiment analysis of moroccan dialect through transformer-based language models architectures and active learning strategies
- A Novel Approach to Test Case Generation in Software Testing Using Pre-Trained Large Language Models
- Sentiment analysis dataset in Moroccan dialect: bridging the gap between Arabic and Latin scripted dialect
- Enhancing Entity Resolution with a hybrid Active Machine Learning framework: Strategies for optimal learning in sparse datasets
- Enhancing Semantic Web Entity Matching Process Using Transformer Neural Networks and Pre-Trained Language Models
- Analysis and prediction of personality traits using a self-generated database of Moroccan instagram users: impact of gender on image content and quantity on prediction accuracy
- Improved parameter estimation in epidemic modeling using continuous data assimilation methods
- “‘latex SmartEdge: A Scalable and Adaptive Framework for Cyber Resilience in IoMT
- An Online Ensemble Learning Model for Detecting Attacks in Wireless Sensor Networks
- An Online Model for Detecting Attacks in Wireless Sensor Networks
- An Improved Active Machine Learning Query Strategy for Entity Matching Problem
- Feature Selection for Text Classification Using Genetic Algorithm
- Analyzing Instagram Images to Predict Personality Traits
- Review of Heuristic Algorithms for Frequent Itemsets Mining Problem
- A New Adaptation Mechanism of the ALNS Algorithm Using Reinforcement Learning
- Advances in Machine Intelligence and Computer Science Applications
- Augmented Analytics Big Data Warehouse Based on Big Data Architecture and LOD System
- MYC: A Moroccan Corpus for Sentiment Analysis
- The Asymptotic Behavior of the Reynolds Equations’ Solution
- Analysis and Prediction of Personality Traits Using a Self-Generated Database of Moroccan Instagram Users: Impact of Gender on Image Content and Quantity on Prediction Accuracy
- Medical Pathologies Prediction : Systematic Review and Proposed Approach
- Emotion Recognition Techniques
- Meta-heuristic Algorithms for Text Feature Selection Problems
- Solution Based on Mobile Web Application to Detect and Treat Patients with Mental Disorders
- Heuristic Algorithm for Extracting Frequent Patterns in Transactional Databases
- Reactive Search strategies using Adaptive Large Neighborhood Search and Reinforcement Learning
- Anomaly Detection using Machine Learning Techniques in Wireless Sensor Networks
- A modified ALNS algorithm for vehicle routing problems with time windows
- KF-Swoosh: An Efficient Spark-Based Entity Resolution Algorithm for BigData
- IGAEM: Improved Genetic Algorithm based Entity Matching
- VRP with Flexible Time Windows Using the ALNS Metaheuristic Algorithm
- VRPTW: From Mathematical Models to Computing Science Tools
- Predicting Psychological Pathologies from Electronic Medical Records
- Multithreading Parallel Robust Approach for the VRPTW with Uncertain Service and Travel Times
- A robust approach for solving a vehicle routing problem with time windows with uncertain service and travel times
- An Efficient Distributed Frequent Itemset Mining Algorithm Based on Spark for Big Data
- Parallel Implementation of PrePost Algorithm Based on Spark for Big Data
- A Review of Scalable Algorithms for Frequent Itemset Mining for Big Data Using Hadoop and Spark
- Performance Improvement of PrePost Algorithm Based on Hadoop for Big Data
- Homomorphic Encryption for Compressed Sensing in Wireless Sensor Networks
- Entity Resolution in NoSQL Data Warehouse
- Synonym Reduction in a Comparative Study of Clustering Algorithms in Text Mining
Revues de publication
- Lecture notes in networks and systems × 21
- Journal of Physics Conference Series × 4
- Advances in intelligent systems and computing × 4
- Statistics Optimization & Information Computing × 3
- Computing and Informatics × 3
- Springer proceedings in mathematics & statistics × 3
Publications par année
- 202619
- 202515
- 20246
- 202317
- 20221
- 20217
- 20201
- 20193
- 20183
- 20172
Collaborations
Établissements partenaires : École Nationale Supérieure de l'Administration · Université Hassan 1er · Université Ibn Zohr · Cadi Ayyad University · University of Hassan II Casablanca
Pays des co-auteurs : Allemagne
Co-auteurs
- Abdelmoutalib Metrane
- Mourad Jabrane
- Noureddine Aboutabit
- Abdelfattah Toulaoui
- Yassir Rochd
- Hamza Khalfi
- Hiba Tabbaa
- Soufiane Lyaqini
- Chaimae Taoussi
- Siham El Bahy
- Aissam Hadri
- Hajar Boualamia
Données bibliographiques issues d’OpenAlex (base ouverte).
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