Abdellatif El Afia

Amal El Fallah Seghrouchni

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

2023

What is the best RNN-cell structure to forecast each time series behavior?

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[DOI]

Expert Syst. Appl., April, 2023

2022

LSTM based models stability in the context of Sentiment Analysis for social media.

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CoRR, 2022

What is the best RNN-cell structure for forecasting each time series behavior?

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CoRR, 2022

2021

Sentiment analysis: a review and framework foundations.

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[DOI]

Int. J. Data Anal. Tech. Strateg., 2021

The Retirement Supply Chain Improvement Using L-SCOR.

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Proceedings of the BDIoT'21: Proceedings of the 5th International Conference on Big Data and Internet of Things, 2021

Toward a Self-adaptive Supply Chains: L-SCOR Implementation Proposal, and Case Studies Methodology Proposal.

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Proceedings of the BDIoT'21: Proceedings of the 5th International Conference on Big Data and Internet of Things, 2021

A Systematic Literature Review of Machine Learning Applications in Software Engineering.

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[DOI]

Proceedings of the BDIoT'21: Proceedings of the 5th International Conference on Big Data and Internet of Things, 2021

On the Sensitivity of LSTMs to Hyperparameters and Word Embeddings in the Context of Sentiment Analysis.

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Proceedings of the BDIoT'21: Proceedings of the 5th International Conference on Big Data and Internet of Things, 2021

A Fuzzy Meta Model for Adjusting Ant Colony System Parameters.

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Proceedings of the BDIoT'21: Proceedings of the 5th International Conference on Big Data and Internet of Things, 2021

2020

Truss Optimization using the Simulated Annealing Algorithm.

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[DOI]

Zineb Biallaten

Proceedings of the ICIST '20: 10th International Conference on Information Systems and Technologies, 2020

2019

Forecasting of BTC volatility: comparative study between parametric and nonparametric models.

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[DOI]

Prog. Artif. Intell., 2019

Adaptive cooperation of multi-swarm particle swarm optimizer-based hidden Markov model.

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[DOI]

Salvador García

Prog. Artif. Intell., 2019

An approach by human and material resources combination to reduce hospitals crowding.

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[DOI]

Sara Jebbor

Int. J. Pervasive Comput. Commun., 2019

Performance prediction of pharmaceutical suppliers: comparative study between DEA-ANFIS-PSO and DEA-ANFIS-GA.

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[DOI]

Int. J. Comput. Appl. Technol., 2019

Adjusting Population Size of Ant Colony System Using Fuzzy Logic Controller.

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[DOI]

Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019

A 4-level reference for self-adaptive processes based on SCOR and integrating Q-Learning.

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[DOI]

Proceedings of the BDIoT'19: The 4th International Conference On Big Data and Internet of Things, 2019

Impact of Multistep Forecasting Strategies on Recurrent Neural Networks Performance for Short and Long Horizons.

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[DOI]

Proceedings of the BDIoT'19: The 4th International Conference On Big Data and Internet of Things, 2019

2018

Particle swarm optimisation with population size and acceleration coefficients adaptation using hidden Markov model state classification.

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[DOI]

Int. J. Metaheuristics, 2018

Student Interactions in Online Discussion Forums: Visual Analysis with LDA Topic Models.

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[DOI]

Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications, 2018

Generalization enhancement of support vector regression in electric load forecasting with model selection.

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[DOI]

Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications, 2018

Overview on last advances of feature selection.

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[DOI]

Saâd Nouinou

Sanaa El Fkihi

Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications, 2018

Arabic Diacritization with Gated Recurrent Unit.

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[DOI]

Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications, 2018

Simulated Annealing with Adaptive Neighborhood using Fuzzy Logic Controller.

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[DOI]

Mohamed Lalaoui

Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications, 2018

Feedforward and Recurrent Neural Networks for Time Series Forecasting: Comparative Study.

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[DOI]

Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications, 2018

Forecasting of Bitcoin Daily Returns with EEMD-ELMAN based Model.

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[DOI]

Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications, 2018

Model selection for learning Branch-and-cut strategies.

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[DOI]

Mohamed Mustapha Kabbaj

Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications, 2018

Toward a Sentiment Analysis Framework for Social Media.

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[DOI]

Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications, 2018

Parameter Adaptation for Ant Colony System Algorithm using Hidden Markov Model for TSP Problems.

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[DOI]

Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications, 2018

Self Inertia Weight Adaptation for the Particle Swarm Optimization.

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[DOI]

Salvador García

Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications, 2018

MOOCs' Recommendation Based on Forum Latent Dirichlet Allocation.

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Proceedings of the 2nd International Conference on Smart Digital Environment, 2018

2017

Hybrid approach-based support vector machine for electric load forecasting incorporating feature selection.

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Int. J. Big Data Intell., 2017

Topic and sentiment model applied to the colloquial Arabic: a case study of Maghrebi Arabic.

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Proceedings of the 2017 International Conference on Smart Digital Environment, 2017

Prediction of Supplier Performance: A Novel Dea-Anfis Based Approach.

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[DOI]

Proceedings of the 2nd international Conference on Big Data, Cloud and Applications, 2017

Artificial Neural Network Based Approach for Blood Demand Forecasting: Fez Transfusion Blood Center Case Study.

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[DOI]

Proceedings of the 2nd international Conference on Big Data, Cloud and Applications, 2017

Particle Swarm Optimization for Model Selection of Aircraft Maintenance Predictive Models.

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Proceedings of the 2nd international Conference on Big Data, Cloud and Applications, 2017

A global mapping of the Moroccan supply chain of hospital drugs, and a simulation of the dispensation process.

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[DOI]

Proceedings of the 2nd international Conference on Big Data, Cloud and Applications, 2017

Fuzzy logic controller for an adaptive Huang cooling of simulated annealing.

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[DOI]

Mohamed Lalaoui

Proceedings of the 2nd international Conference on Big Data, Cloud and Applications, 2017

Supervised learning in Branch-and-cut strategies.

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[DOI]

Mohamed Mustapha Kabbaj

Proceedings of the 2nd international Conference on Big Data, Cloud and Applications, 2017

Data-driven based aircraft maintenance routing by markov decision process model.

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[DOI]

Proceedings of the 2nd international Conference on Big Data, Cloud and Applications, 2017

2016

Simultaneous feature selection and parameter optimisation of support vector machine using adaptive particle swarm gravitational search algorithm.

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[DOI]

Int. J. Metaheuristics, 2016

Hidden Markov Model for a self-learning of Simulated Annealing cooling law.

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[DOI]

Mohamed Lalaoui

Proceedings of the 5th International Conference on Multimedia Computing and Systems, 2016

Towards learning integral strategy of branch and bound.

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[DOI]

Mohamed Mustapha Kabbaj

Proceedings of the 5th International Conference on Multimedia Computing and Systems, 2016

A novel based Hidden Markov Model approach for controlling the ACS-TSP evaporation parameter.

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[DOI]

Proceedings of the 5th International Conference on Multimedia Computing and Systems, 2016

Particle swarm optimization with a mutation operator for solving the preventive aircraft maintenance routing problem.

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Proceedings of the 3rd International Conference on Logistics Operations Management, 2016

Proposal of a modeling approach and a set of KPI to the drug supply chain within the hospital.

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Proceedings of the 3rd International Conference on Logistics Operations Management, 2016

Management and control of stochastic drug supply chain by KANBAN and Petri Net.

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Proceedings of the 3rd International Conference on Logistics Operations Management, 2016

Comparative analysis of drug supply and inventory management methods literature review.

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Proceedings of the 4th IEEE International Colloquium on Information Science and Technology, 2016

2015

Students' Perceptions Towards Using Web 2.0 Technologies in Education.

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[DOI]

Int. J. Emerg. Technol. Learn., 2015

Electric Load Forecasting Using Hybrid Machine Learning Approach Incorporating Feature Selection.

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Proceedings of the International Conference on Big Data, 2015

2014

Social Media: An Optimal Virtual Environment for Learning Foreign Languages.

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[DOI]

Int. J. Emerg. Technol. Learn., 2014

Forecasting Demand with Support Vector Regression Technique Combined with X13-ARIMA-SEATS Method in the Presence of Calendar Effect.

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[DOI]

Int. J. Appl. Logist., 2014

Preventive Maintenance with Aircraft on Ground Case Consideration, and Airline Crew Scheduling Problem: A Meta-Heuristics Approaches.

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[DOI]

Int. J. Appl. Logist., 2014

An extension of X13-ARIMA-SEATS to forecast islamic holidays effect on logistic activities.

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Proceedings of the 2nd International Conference on Logistics Operations Management, 2014

Particle swarm optimization algorithm for solving airline crew scheduling problem.

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Proceedings of the 2nd International Conference on Logistics Operations Management, 2014

A metaheuristic approach for solving the airline maintenance routing with aircraft on ground problem.

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Proceedings of the 2nd International Conference on Logistics Operations Management, 2014

Using Markov decision processes to solve stochastic gate assignment problem.

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Proceedings of the 2nd International Conference on Logistics Operations Management, 2014

Application of multi-agent Markov decision processes to gate assignment problem.

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Proceedings of the Third IEEE International Colloquium in Information Science and Technology, 2014

2013

Exploring the Potential Benefits of Using Social Media in Education.

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Int. J. Eng. Pedagog., 2013

2008

Asymptotic analysis of the trajectories of the logarithmic barrier algorithm without constraint qualifications.

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