Abdellatif El Afia

70 papers B 1Journal 26Unranked 42

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AI-Assisted Metasurface Antennas Design/Optimization and Performance Enhancement Techniques: A Comprehensive Survey. IEEE Access Mohamed Hamza Boulaich, Said Ohamouddou, Mohammed Ali Ennasar, Abdellatif El Afia
2026	J	`jnl`	Introducing the short-time fourier Kolmogorov Arnold network: A dynamic graph CNN approach for tree species classification in 3D point clouds. Pattern Recognit. Said Ohamouddou, Abdellatif El Afia, Mohamed Ohamouddou, Rafik Lasri, Hanaa El Afia, Raddouane Chiheb
2025	J	`jnl`	ATMS-KD: Adaptive Temperature and Mixed Sample Knowledge Distillation for a Lightweight Residual CNN in Agricultural Embedded Systems. CoRR Mohamed Ohamouddou, Said Ohamouddou, Abdellatif El Afia, Rafik Lasri
2025	J	`jnl`	Dynamic Graph CNN with Jacobi Kolmogorov-Arnold Networks for 3D Classification of Point Sets. CoRR Hanaa El Afia, Said Ohamouddou, Raddouane Chiheb, Abdellatif El Afia
2025	J	`jnl`	HPAC-IDS: A Hierarchical Packet Attention Convolution for Intrusion Detection System. CoRR Anass Grini, Btissam El Khamlichi, Abdellatif El Afia, Amal El Fallah Seghrouchni
2025	J	`jnl`	Introducing the Short-Time Fourier Kolmogorov Arnold Network: A Dynamic Graph CNN Approach for Tree Species Classification in 3D Point Clouds. CoRR Said Ohamouddou, Mohamed Ohamouddou, Hanaa El Afia, Abdellatif El Afia, Rafik Lasri, Raddouane Chiheb
2025	J	`jnl`	MS-DGCNN++: A Multi-Scale Fusion Dynamic Graph Neural Network with Biological Knowledge Integration for LiDAR Tree Species Classification. CoRR Said Ohamouddou, Abdellatif El Afia, Hanaa El Afia, Raddouane Chiheb
2025	J	`jnl`	Random Normed k-Means: A Paradigm-Shift in Clustering within Probabilistic Metric Spaces. CoRR Abderrafik Laakel Hemdanou, Youssef Achtoun, Mohammed Lamarti Sefian, Ismail Tahiri, Abdellatif El Afia
2025	J	`jnl`	Sentiment Analysis in SemEval: A Review of Sentiment Identification Approaches. CoRR Bousselham El Haddaoui, Raddouane Chiheb, Rdouan Faizi, Abdellatif El Afia
2024	B	`conf`	HPAC-IDS: A Hierarchical Packet Attention Convolution for Intrusion Detection System. WCNC Anass Grini, Btissam El Khamlichi, Abdellatif El Afia, Amal El Fallah Seghrouchni
2023	J	`jnl`	What is the best RNN-cell structure to forecast each time series behavior? Expert Syst. Appl. Rohaifa Khaldi, Abdellatif El Afia, Raddouane Chiheb, Siham Tabik
2022	J	`jnl`	LSTM based models stability in the context of Sentiment Analysis for social media. CoRR Bousselham El Haddaoui, Raddouane Chiheb, Rdouan Faizi, Abdellatif El Afia
2022	J	`jnl`	What is the best RNN-cell structure for forecasting each time series behavior? CoRR Rohaifa Khaldi, Abdellatif El Afia, Raddouane Chiheb, Siham Tabik
2021	—	`conf`	A Fuzzy Meta Model for Adjusting Ant Colony System Parameters. BDIoT Safae Bouzbita, Abdellatif El Afia
2021	—	`conf`	A Systematic Literature Review of Machine Learning Applications in Software Engineering. BDIoT Houda Mezouar, Abdellatif El Afia
2021	—	`conf`	On the Sensitivity of LSTMs to Hyperparameters and Word Embeddings in the Context of Sentiment Analysis. BDIoT Bousselham El Haddaoui, Raddouane Chiheb, Rdouan Faizi, Abdellatif El Afia
2021	J	`jnl`	Sentiment analysis: a review and framework foundations. Int. J. Data Anal. Tech. Strateg. Bousselham El Haddaoui, Raddouane Chiheb, Rdouan Faizi, Abdellatif El Afia
2021	—	`conf`	The Retirement Supply Chain Improvement Using L-SCOR. BDIoT Houda Mezouar, Abdellatif El Afia
2021	—	`conf`	Toward a Self-adaptive Supply Chains: L-SCOR Implementation Proposal, and Case Studies Methodology Proposal. BDIoT Houda Mezouar, Abdellatif El Afia
2020	—	`conf`	Truss Optimization using the Simulated Annealing Algorithm. ICIST Zineb Biallaten, Raddouane Chiheb, Abdellatif El Afia
2019	—	`conf`	A 4-level reference for self-adaptive processes based on SCOR and integrating Q-Learning. BDIoT Houda Mezouar, Abdellatif El Afia
2019	J	`jnl`	Adaptive cooperation of multi-swarm particle swarm optimizer-based hidden Markov model. Prog. Artif. Intell. Abdellatif El Afia, Oussama Aoun, Salvador García
2019	—	`conf`	Adjusting Population Size of Ant Colony System Using Fuzzy Logic Controller. ICCCI (2) Safae Bouzbita, Abdellatif El Afia, Rdouan Faizi
2019	J	`jnl`	An approach by human and material resources combination to reduce hospitals crowding. Int. J. Pervasive Comput. Commun. Sara Jebbor, Abdellatif El Afia, Raddouane Chiheb
2019	J	`jnl`	Forecasting of BTC volatility: comparative study between parametric and nonparametric models. Prog. Artif. Intell. Rohaifa Khaldi, Abdellatif El Afia, Raddouane Chiheb
2019	—	`conf`	Impact of Multistep Forecasting Strategies on Recurrent Neural Networks Performance for Short and Long Horizons. BDIoT Rohaifa Khaldi, Abdellatif El Afia, Raddouane Chiheb
2019	J	`jnl`	Performance prediction of pharmaceutical suppliers: comparative study between DEA-ANFIS-PSO and DEA-ANFIS-GA. Int. J. Comput. Appl. Technol. Rohaifa Khaldi, Abdellatif El Afia, Raddouane Chiheb
2018	—	`conf`	Arabic Diacritization with Gated Recurrent Unit. LOPAL Rajae Moumen, Raddouane Chiheb, Rdouan Faizi, Abdellatif El Afia
2018	—	`conf`	Feedforward and Recurrent Neural Networks for Time Series Forecasting: Comparative Study. LOPAL Rohaifa Khaldi, Raddouane Chiheb, Abdellatif El Afia
2018	—	`conf`	Forecasting of Bitcoin Daily Returns with EEMD-ELMAN based Model. LOPAL Rohaifa Khaldi, Abdellatif El Afia, Raddouane Chiheb, Rdouan Faizi
2018	—	`conf`	Generalization enhancement of support vector regression in electric load forecasting with model selection. LOPAL Malek Sarhani, Abdellatif El Afia
2018	—	`conf`	MOOCs' Recommendation Based on Forum Latent Dirichlet Allocation. ICSDE Taoufiq Zarra, Raddouane Chiheb, Rdouan Faizi, Abdellatif El Afia
2018	—	`conf`	Model selection for learning Branch-and-cut strategies. LOPAL Mohamed Mustapha Kabbaj, Abdellatif El Afia
2018	—	`conf`	Overview on last advances of feature selection. LOPAL Saâd Nouinou, Abdellatif El Afia, Sanaa El Fkihi
2018	—	`conf`	Parameter Adaptation for Ant Colony System Algorithm using Hidden Markov Model for TSP Problems. LOPAL Safae Bouzbita, Abdellatif El Afia, Rdouan Faizi
2018	J	`jnl`	Particle swarm optimisation with population size and acceleration coefficients adaptation using hidden Markov model state classification. Int. J. Metaheuristics Oussama Aoun, Malek Sarhani, Abdellatif El Afia
2018	—	`ed.`	Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications, LOPAL 2018, Rabat, Morocco, May 2-5, 2018. LOPAL Saaid Amzazi, Abdellatif El Afia, Mohammed Essaaidi
2018	—	`conf`	Self Inertia Weight Adaptation for the Particle Swarm Optimization. LOPAL Oussama Aoun, Abdellatif El Afia, Salvador García
2018	—	`conf`	Simulated Annealing with Adaptive Neighborhood using Fuzzy Logic Controller. LOPAL Mohamed Lalaoui, Abdellatif El Afia, Raddouane Chiheb
2018	—	`conf`	Student Interactions in Online Discussion Forums: Visual Analysis with LDA Topic Models. LOPAL Taoufiq Zarra, Raddouane Chiheb, Rdouan Faizi, Abdellatif El Afia
2018	—	`conf`	Toward a Sentiment Analysis Framework for Social Media. LOPAL Bousselham El Haddaoui, Raddouane Chiheb, Rdouan Faizi, Abdellatif El Afia
2017	—	`conf`	A global mapping of the Moroccan supply chain of hospital drugs, and a simulation of the dispensation process. BDCA Abdellatif El Afia, Houda Mezouar
2017	—	`conf`	Artificial Neural Network Based Approach for Blood Demand Forecasting: Fez Transfusion Blood Center Case Study. BDCA Rohaifa Khaldi, Abdellatif El Afia, Raddouane Chiheb, Rdouan Faizi
2017	—	`conf`	Data-driven based aircraft maintenance routing by markov decision process model. BDCA Abdellatif El Afia, Oussama Aoun
2017	—	`conf`	Fuzzy logic controller for an adaptive Huang cooling of simulated annealing. BDCA Abdellatif El Afia, Mohamed Lalaoui, Raddouane Chiheb
2017	J	`jnl`	Hybrid approach-based support vector machine for electric load forecasting incorporating feature selection. Int. J. Big Data Intell. Malek Sarhani, Abdellatif El Afia, Rdouan Faizi
2017	—	`conf`	Particle Swarm Optimization for Model Selection of Aircraft Maintenance Predictive Models. BDCA Abdellatif El Afia, Malek Sarhani
2017	—	`conf`	Prediction of Supplier Performance: A Novel Dea-Anfis Based Approach. BDCA Rohaifa Khaldi, Raddouane Chiheb, Abdellatif El Afia, Adil Akaaboune, Rdouan Faizi
2017	—	`conf`	Supervised learning in Branch-and-cut strategies. BDCA Abdellatif El Afia, Mohamed Mustapha Kabbaj
2017	—	`conf`	Topic and sentiment model applied to the colloquial Arabic: a case study of Maghrebi Arabic. ICSDE Taoufiq Zarra, Raddouane Chiheb, Rajae Moumen, Rdouan Faizi, Abdellatif El Afia
2016	—	`conf`	A novel based Hidden Markov Model approach for controlling the ACS-TSP evaporation parameter. ICMCS Safae Bouzbita, Abdellatif El Afia, Rdouan Faizi
2016	—	`conf`	Comparative analysis of drug supply and inventory management methods literature review. CIST Sara Jebbor, Abdellatif El Afia, Raddouane Chiheb, Fatima Ouzayd
2016	—	`conf`	Hidden Markov Model for a self-learning of Simulated Annealing cooling law. ICMCS Mohamed Lalaoui, Abdellatif El Afia, Raddouane Chiheb
2016	—	`conf`	Management and control of stochastic drug supply chain by KANBAN and Petri Net. GOL Sara Jebbor, Abdellatif El Afia, Raddouane Chiheb, Fatima Ouzayd
2016	—	`conf`	Particle swarm optimization with a mutation operator for solving the preventive aircraft maintenance routing problem. GOL Malek Sarhani, Omar Ezzinbi, Abdellatif El Afia, Youssef Benadada
2016	—	`conf`	Proposal of a modeling approach and a set of KPI to the drug supply chain within the hospital. GOL Houda Mezouar, Abdellatif El Afia, Raddouane Chiheb, Fatima Ouzayd
2016	J	`jnl`	Simultaneous feature selection and parameter optimisation of support vector machine using adaptive particle swarm gravitational search algorithm. Int. J. Metaheuristics Malek Sarhani, Abdellatif El Afia
2016	—	`conf`	Towards learning integral strategy of branch and bound. ICMCS Mohamed Mustapha Kabbaj, Abdellatif El Afia
2015	—	`conf`	Electric Load Forecasting Using Hybrid Machine Learning Approach Incorporating Feature Selection. BDCA Malek Sarhani, Abdellatif El Afia
2015	J	`jnl`	Students' Perceptions Towards Using Web 2.0 Technologies in Education. Int. J. Emerg. Technol. Learn. Rdouan Faizi, Raddouane Chiheb, Abdellatif El Afia
2014	—	`conf`	A metaheuristic approach for solving the airline maintenance routing with aircraft on ground problem. GOL Omar Ezzinbi, Malek Sarhani, Abdellatif El Afia, Youssef Benadada
2014	—	`conf`	An extension of X13-ARIMA-SEATS to forecast islamic holidays effect on logistic activities. GOL Malek Sarhani, Abdellatif El Afia
2014	—	`conf`	Application of multi-agent Markov decision processes to gate assignment problem. CIST Oussama Aoun, Abdellatif El Afia
2014	J	`jnl`	Forecasting Demand with Support Vector Regression Technique Combined with X13-ARIMA-SEATS Method in the Presence of Calendar Effect. Int. J. Appl. Logist. Malek Sarhani, Abdellatif El Afia
2014	—	`conf`	Particle swarm optimization algorithm for solving airline crew scheduling problem. GOL Omar Ezzinbi, Malek Sarhani, Abdellatif El Afia, Youssef Benadada
2014	J	`jnl`	Preventive Maintenance with Aircraft on Ground Case Consideration, and Airline Crew Scheduling Problem: A Meta-Heuristics Approaches. Int. J. Appl. Logist. Omar Ezzinbi, Malek Sarhani, Abdellatif El Afia, Youssef Benadada
2014	J	`jnl`	Social Media: An Optimal Virtual Environment for Learning Foreign Languages. Int. J. Emerg. Technol. Learn. Rdouan Faizi, Abdellatif El Afia, Raddouane Chiheb
2014	—	`conf`	Using Markov decision processes to solve stochastic gate assignment problem. GOL Oussama Aoun, Abdellatif El Afia
2013	J	`jnl`	Exploring the Potential Benefits of Using Social Media in Education. Int. J. Eng. Pedagog. Rdouan Faizi, Abdellatif El Afia, Raddouane Chiheb
2008	J	`jnl`	Asymptotic analysis of the trajectories of the logarithmic barrier algorithm without constraint qualifications. RAIRO Oper. Res. Abdellatif El Afia, Abdelhamid Benchakroun, Jean-Pierre Dussault, Khalid El Yassini