الرئيسية › دليل الباحثين › Imad Hafidi
Imad Hafidi
الانتماء : Université Sultan Moulay Slimane
- 74منشورات (انتماء مغربي)
- 111مجموع المنشورات
- 493الاستشهادات
- 12مؤشر h
الملف البحثي
لدى Imad Hafidi 74 منشور(ات) مفهرسة (2017–2026). تُنشر أعماله أساسًا في «Lecture notes in networks and systems»، «Journal of Physics Conference Series» و«Advances in intelligent systems and computing». أكثر مقالاته استشهادًا هو «Anomaly Detection using Machine Learning Techniques in Wireless Sensor Networks» (2021)، وقد استُشهد به 106 مرة. 40 من هذه المنشورات تعود إلى آخر ثلاث سنوات من النشاط. شارك في تأليف أعماله 12 باحثًا على الأقل، منهم باحثون من مؤسسات في ألمانيا.
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إنشاء ملفي المجاني إضافة منشوراتيمجالات البحث
- Metaheuristic Optimization Algorithms Research
- Vehicle Routing Optimization Methods
- Data Quality and Management
- Machine Learning and Data Classification
- Network Security and Intrusion Detection
المنشورات (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
مجلات النشر
- 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
المنشورات حسب السنة
- 202619
- 202515
- 20246
- 202317
- 20221
- 20217
- 20201
- 20193
- 20183
- 20172
التعاون العلمي
المؤسسات الشريكة : École Nationale Supérieure de l'Administration · Université Hassan 1er · Université Ibn Zohr · Cadi Ayyad University · University of Hassan II Casablanca
بلدان المؤلفين المشاركين : ألمانيا
المؤلفون المشاركون
- 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
البيانات البيبليوغرافية مصدرها OpenAlex (قاعدة مفتوحة).
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