Abdellatif El Afia

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 48

Top Topics

Fuzzy Logic Controller

Model Selection

Top Venues

Publications

Anass Grini, Btissam El Khamlichi, Abdellatif El Afia, Amal El Fallah Seghrouchni
HPAC-IDS: A Hierarchical Packet Attention Convolution for Intrusion Detection System. WCNC (2024)
Rohaifa Khaldi, Abdellatif El Afia, Raddouane Chiheb, Siham Tabik
What is the best RNN-cell structure to forecast each time series behavior? Expert Syst. Appl. 215 (2023)
Bousselham El Haddaoui, Raddouane Chiheb, Rdouan Faizi, Abdellatif El Afia
LSTM based models stability in the context of Sentiment Analysis for social media. CoRR (2022)
Rohaifa Khaldi, Abdellatif El Afia, Raddouane Chiheb, Siham Tabik
What is the best RNN-cell structure for forecasting each time series behavior? CoRR (2022)
Bousselham El Haddaoui, Raddouane Chiheb, Rdouan Faizi, Abdellatif El Afia
Sentiment analysis: a review and framework foundations. Int. J. Data Anal. Tech. Strateg. 13 (4) (2021)
Safae Bouzbita, Abdellatif El Afia
A Fuzzy Meta Model for Adjusting Ant Colony System Parameters. BDIoT (2021)
Bousselham El Haddaoui, Raddouane Chiheb, Rdouan Faizi, Abdellatif El Afia
On the Sensitivity of LSTMs to Hyperparameters and Word Embeddings in the Context of Sentiment Analysis. BDIoT (2021)
Houda Mezouar, Abdellatif El Afia
The Retirement Supply Chain Improvement Using L-SCOR. BDIoT (2021)
Houda Mezouar, Abdellatif El Afia
A Systematic Literature Review of Machine Learning Applications in Software Engineering. BDIoT (2021)
Houda Mezouar, Abdellatif El Afia
Toward a Self-adaptive Supply Chains: L-SCOR Implementation Proposal, and Case Studies Methodology Proposal. BDIoT (2021)
Zineb Biallaten, Raddouane Chiheb, Abdellatif El Afia
Truss Optimization using the Simulated Annealing Algorithm. ICIST (2020)
Houda Mezouar, Abdellatif El Afia
A 4-level reference for self-adaptive processes based on SCOR and integrating Q-Learning. BDIoT (2019)
Rohaifa Khaldi, Abdellatif El Afia, Raddouane Chiheb
Forecasting of BTC volatility: comparative study between parametric and nonparametric models. Prog. Artif. Intell. 8 (4) (2019)
Safae Bouzbita, Abdellatif El Afia, Rdouan Faizi
Adjusting Population Size of Ant Colony System Using Fuzzy Logic Controller. ICCCI (2) (2019)
Rohaifa Khaldi, Abdellatif El Afia, Raddouane Chiheb
Impact of Multistep Forecasting Strategies on Recurrent Neural Networks Performance for Short and Long Horizons. BDIoT (2019)
Rohaifa Khaldi, Abdellatif El Afia, Raddouane Chiheb
Performance prediction of pharmaceutical suppliers: comparative study between DEA-ANFIS-PSO and DEA-ANFIS-GA. Int. J. Comput. Appl. Technol. 60 (4) (2019)
Sara Jebbor, Abdellatif El Afia, Raddouane Chiheb
An approach by human and material resources combination to reduce hospitals crowding. Int. J. Pervasive Comput. Commun. 15 (2) (2019)
Abdellatif El Afia, Oussama Aoun, Salvador García
Adaptive cooperation of multi-swarm particle swarm optimizer-based hidden Markov model. Prog. Artif. Intell. 8 (4) (2019)
Saâd Nouinou, Abdellatif El Afia, Sanaa El Fkihi
Overview on last advances of feature selection. LOPAL (2018)
Safae Bouzbita, Abdellatif El Afia, Rdouan Faizi
Parameter Adaptation for Ant Colony System Algorithm using Hidden Markov Model for TSP Problems. LOPAL (2018)
Bousselham El Haddaoui, Raddouane Chiheb, Rdouan Faizi, Abdellatif El Afia
Toward a Sentiment Analysis Framework for Social Media. LOPAL (2018)
Oussama Aoun, Abdellatif El Afia, Salvador García
Self Inertia Weight Adaptation for the Particle Swarm Optimization. LOPAL (2018)
Taoufiq Zarra, Raddouane Chiheb, Rdouan Faizi, Abdellatif El Afia
Student Interactions in Online Discussion Forums: Visual Analysis with LDA Topic Models. LOPAL (2018)
Rohaifa Khaldi, Abdellatif El Afia, Raddouane Chiheb, Rdouan Faizi
Forecasting of Bitcoin Daily Returns with EEMD-ELMAN based Model. LOPAL (2018)
Rohaifa Khaldi, Raddouane Chiheb, Abdellatif El Afia
Feedforward and Recurrent Neural Networks for Time Series Forecasting: Comparative Study. LOPAL (2018)
Oussama Aoun, Malek Sarhani, Abdellatif El Afia
Particle swarm optimisation with population size and acceleration coefficients adaptation using hidden Markov model state classification. Int. J. Metaheuristics 7 (1) (2018)
Malek Sarhani, Abdellatif El Afia
Generalization enhancement of support vector regression in electric load forecasting with model selection. LOPAL (2018)
Taoufiq Zarra, Raddouane Chiheb, Rdouan Faizi, Abdellatif El Afia
MOOCs' Recommendation Based on Forum Latent Dirichlet Allocation. ICSDE (2018)
Mohamed Mustapha Kabbaj, Abdellatif El Afia
Model selection for learning Branch-and-cut strategies. LOPAL (2018)
Rajae Moumen, Raddouane Chiheb, Rdouan Faizi, Abdellatif El Afia
Arabic Diacritization with Gated Recurrent Unit. LOPAL (2018)
Mohamed Lalaoui, Abdellatif El Afia, Raddouane Chiheb
Simulated Annealing with Adaptive Neighborhood using Fuzzy Logic Controller. LOPAL (2018)
Abdellatif El Afia, Oussama Aoun
Data-driven based aircraft maintenance routing by markov decision process model. BDCA (2017)
Rohaifa Khaldi, Raddouane Chiheb, Abdellatif El Afia, Adil Akaaboune, Rdouan Faizi
Prediction of Supplier Performance: A Novel Dea-Anfis Based Approach. BDCA (2017)
Abdellatif El Afia, Mohamed Lalaoui, Raddouane Chiheb
Fuzzy logic controller for an adaptive Huang cooling of simulated annealing. BDCA (2017)
Rohaifa Khaldi, Abdellatif El Afia, Raddouane Chiheb, Rdouan Faizi
Artificial Neural Network Based Approach for Blood Demand Forecasting: Fez Transfusion Blood Center Case Study. BDCA (2017)
Abdellatif El Afia, Mohamed Mustapha Kabbaj
Supervised learning in Branch-and-cut strategies. BDCA (2017)
Abdellatif El Afia, Malek Sarhani
Particle Swarm Optimization for Model Selection of Aircraft Maintenance Predictive Models. BDCA (2017)
Malek Sarhani, Abdellatif El Afia, Rdouan Faizi
Hybrid approach-based support vector machine for electric load forecasting incorporating feature selection. Int. J. Big Data Intell. 4 (3) (2017)
Abdellatif El Afia, Houda Mezouar
A global mapping of the Moroccan supply chain of hospital drugs, and a simulation of the dispensation process. BDCA (2017)
Taoufiq Zarra, Raddouane Chiheb, Rajae Moumen, Rdouan Faizi, Abdellatif El Afia
Topic and sentiment model applied to the colloquial Arabic: a case study of Maghrebi Arabic. ICSDE (2017)
Malek Sarhani, Omar Ezzinbi, Abdellatif El Afia, Youssef Benadada
Particle swarm optimization with a mutation operator for solving the preventive aircraft maintenance routing problem. GOL (2016)
Mohamed Mustapha Kabbaj, Abdellatif El Afia
Towards learning integral strategy of branch and bound. ICMCS (2016)
Mohamed Lalaoui, Abdellatif El Afia, Raddouane Chiheb
Hidden Markov Model for a self-learning of Simulated Annealing cooling law. ICMCS (2016)
Sara Jebbor, Abdellatif El Afia, Raddouane Chiheb, Fatima Ouzayd
Management and control of stochastic drug supply chain by KANBAN and Petri Net. GOL (2016)
Sara Jebbor, Abdellatif El Afia, Raddouane Chiheb, Fatima Ouzayd
Comparative analysis of drug supply and inventory management methods literature review. CIST (2016)
Malek Sarhani, Abdellatif El Afia
Simultaneous feature selection and parameter optimisation of support vector machine using adaptive particle swarm gravitational search algorithm. Int. J. Metaheuristics 5 (1) (2016)
Safae Bouzbita, Abdellatif El Afia, Rdouan Faizi
A novel based Hidden Markov Model approach for controlling the ACS-TSP evaporation parameter. ICMCS (2016)
Houda Mezouar, Abdellatif El Afia, Raddouane Chiheb, Fatima Ouzayd
Proposal of a modeling approach and a set of KPI to the drug supply chain within the hospital. GOL (2016)
Malek Sarhani, Abdellatif El Afia
Electric Load Forecasting Using Hybrid Machine Learning Approach Incorporating Feature Selection. BDCA (2015)
Rdouan Faizi, Raddouane Chiheb, Abdellatif El Afia
Students' Perceptions Towards Using Web 2.0 Technologies in Education. iJET 10 (6) (2015)
Oussama Aoun, Abdellatif El Afia
Using Markov decision processes to solve stochastic gate assignment problem. GOL (2014)
Malek Sarhani, Abdellatif El Afia
An extension of X13-ARIMA-SEATS to forecast islamic holidays effect on logistic activities. GOL (2014)
Malek Sarhani, Abdellatif El Afia
Forecasting Demand with Support Vector Regression Technique Combined with X13-ARIMA-SEATS Method in the Presence of Calendar Effect. Int. J. Appl. Logist. 5 (2) (2014)
Omar Ezzinbi, Malek Sarhani, Abdellatif El Afia, Youssef Benadada
Preventive Maintenance with Aircraft on Ground Case Consideration, and Airline Crew Scheduling Problem: A Meta-Heuristics Approaches. Int. J. Appl. Logist. 5 (2) (2014)
Rdouan Faizi, Abdellatif El Afia, Raddouane Chiheb
Social Media: An Optimal Virtual Environment for Learning Foreign Languages. iJET 9 (5) (2014)
Omar Ezzinbi, Malek Sarhani, Abdellatif El Afia, Youssef Benadada
Particle swarm optimization algorithm for solving airline crew scheduling problem. GOL (2014)
Omar Ezzinbi, Malek Sarhani, Abdellatif El Afia, Youssef Benadada
A metaheuristic approach for solving the airline maintenance routing with aircraft on ground problem. GOL (2014)
Oussama Aoun, Abdellatif El Afia
Application of multi-agent Markov decision processes to gate assignment problem. CIST (2014)
Rdouan Faizi, Abdellatif El Afia, Raddouane Chiheb
Exploring the Potential Benefits of Using Social Media in Education. Int. J. Eng. Pedagog. 3 (4) (2013)
Abdellatif El Afia, Abdelhamid Benchakroun, Jean-Pierre Dussault, K. El Yassini
Asymptotic analysis of the trajectories of the logarithmic barrier algorithm without constraint qualifications. RAIRO Oper. Res. 42 (2) (2008)