Lhassane Idoumghar

Proceedings of the Artificial Evolution, 2022

Data Augmentation for Time Series Classification with Deep Learning Models.

[BibT_eX]

[DOI]

Proceedings of the Advanced Analytics and Learning on Temporal Data, 2022

2021

On the computational cost of the set cover approach for the optimal camera placement problem and possible set-cover-inspired trade-offs for surveillance infrastructure design.

[BibT_eX]

[DOI]

RAIRO Oper. Res., 2021

On the performance of deep learning for numerical optimization: An application to protein structure prediction.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2021

Novel Differential Evolutionary Optimization Approach for an Integrated Motor-Magnetic Gear Used for Propulsion Systems.

[BibT_eX]

[DOI]

IEEE Access, 2021

Coverage Maximization in WSN Deployment Using Particle Swarm Optimization with Voronoi Diagram.

[BibT_eX]

[DOI]

Khaoula Zaimen

Laurent Moalic

Abdelhafid Abouaissa

Proceedings of the Advances in Model and Data Engineering in the Digitalization Era, 2021

Ensemble classification of video-recorded crowd movements.

[BibT_eX]

[DOI]

Mounir Bendali-Braham

Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis, 2021

RPL-OC: Extension of RPL Protocol for LLN Networks Based on the Operator Calculus Approach.

[BibT_eX]

[DOI]

Abdusy Syarif

Abdelhafid Abouaissa

Proceedings of Sixth International Congress on Information and Communication Technology, 2021

Hybrid Heuristic and Metaheuristic for Solving Electric Vehicle Charging Scheduling Problem.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2021

2020

InceptionTime: Finding AlexNet for time series classification.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2020

A novel harmony search algorithm and its application to data clustering.

[BibT_eX]

[DOI]

Kazem Talaei

Amin Rahati

Appl. Soft Comput., 2020

UAV path planning in the presence of static and dynamic obstacles.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

A Memetic Approach for the Unicost Set Covering Problem.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 14th International Conference, 2020

An Efficient Hadoop-Based Framework for Data Storage and Fault Recovering in Large-Scale Multimedia Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020

A Overview on WSN Deployment and a Novel Conceptual BIM-based Approach in Smart Buildings.

[BibT_eX]

[DOI]

Khaoula Zaimen

Laurent Moalic

Abdelhafid Abouaissa

Proceedings of the 7th International Conference on Internet of Things: Systems, 2020

Performance Analysis of RPL Protocols in LLN Network Using Friedman's Test.

[BibT_eX]

[DOI]

Novi Azman

Abdusy Syarif

Samir Ouchani

Proceedings of the 7th International Conference on Internet of Things: Systems, 2020

Neural Architecture Search for Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Optimization by Hybridization of Algorithms RGA and ILS to Solve the Container Stacking Problem at Tripoli-Lebanon Seaport.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2020

An Enhanced NSGA-II for Multiobjective UAV Path Planning in Urban Environments.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Optimal Online Electric Vehicle Charging Scheduling in Unbalanced Three-Phase Power System.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

On the use of human-assisted optimisation for the optimal camera placement problem and the surveillance of urban events.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Control, 2020

Automated Machine Learning for Information Retrieval in Scientific Articles.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Bypassing or flying above the obstacles? A novel multi-objective UAV path planning problem.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

New Path Centrality Based on Operator Calculus Approach for Wireless Sensor Network Deployment.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput., 2019

Speed up differential evolution for computationally expensive protein structure prediction problems.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2019

GPU parallelization strategies for metaheuristics: a survey.

[BibT_eX]

[DOI]

Int. J. Parallel Emergent Distributed Syst., 2019

Deep learning for time series classification: a review.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2019

From feature selection to continues optimization.

[BibT_eX]

[DOI]

CoRR, 2019

Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks.

[BibT_eX]

[DOI]

Int. J. Comput. Assist. Radiol. Surg., 2019

On the optimal placement of cameras for surveillance and the underlying set cover problem.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2019

An Improved TLBO Algorithm for Solving UAV Path Planning Problem.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Transfer learning for the classification of video-recorded crowd movements.

[BibT_eX]

[DOI]

Mounir Bendali-Braham

Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019

Adversarial Attacks on Deep Neural Networks for Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Deep Neural Network Ensembles for Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

An Eigenvector-Enhanced Parallel Adaptive Differential Evolution for Electric Motor Design.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Augmentation de données pour la classification de séries temporelles par réseaux de neurones profonds résiduels.

[BibT_eX]

[DOI]

Proceedings of the Extraction et Gestion des connaissances, 2019

MAC: Many-objective Automatic Algorithm Configuration.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

On the real-world applicability of state-of-the-art algorithms for the optimal camera placement problem.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Control, 2019

Hybrid parameter adaptation strategy for differential evolution to solve real-world problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Automatic Alignment of Surgical Videos Using Kinematic Data.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Medicine, 2019

From Feature Selection to Continuous Optimization.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, 2019

A Hybrid Evolutionary Algorithm for Offline UAV Path Planning.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, 2019

2018

Hybrid differential evolution algorithms for the optimal camera placement problem.

[BibT_eX]

[DOI]

J. Syst. Inf. Technol., 2018

Data augmentation using synthetic data for time series classification with deep residual networks.

[BibT_eX]

[DOI]

CoRR, 2018

Surgical motion analysis using discriminative interpretable patterns.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2018

A comparative study of meta-heuristic algorithms for solving UAV path planning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

A Novel Population Initialization Method Based on Support Vector Machine.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Evaluating Surgical Skills from Kinematic Data Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Optimization Design of the BLDC Motor using Success-History based Adaptive Differential Evolution Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Electronics, 2018

A Hybrid Optimization Algorithm for Electric Motor Design.

[BibT_eX]

[DOI]

Proceedings of the Computational Science - ICCS 2018, 2018

Accelerating Protein Structure Prediction Using Active Learning and Surrogate-Based Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

A Hybrid Differential Evolution Algorithm for Real World Problems.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Transfer learning for time series classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Automatic hyperparameter selection in Autodock.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Optimal Economic Dispatch with Valve-Point Effect and Multiple Fuel Option via L-Shade Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 15th International Multi-Conference on Systems, Signals & Devices, 2018

2017

Hybrid Differential Evolution Algorithm Employed for the Optimum Design of a High-Speed PMSM Used for EV Propulsion.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2017

Using a novel parallel genetic hybrid algorithm to generate and determine new zeolite frameworks.

[BibT_eX]

[DOI]

Comput. Chem. Eng., 2017

MEmory Genetic Algorithm Hybridized for Zeolites.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

A New High-Level Relay Hybrid Metaheuristic for Black-Box Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, 2017

Improved Hybrid Iterative Tabu Search for QAP Using Distance Cooperation.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, 2017

2016

A Survey on the Metaheuristics Applied to QAP for the Graphics Processing Units.

[BibT_eX]

[DOI]

Nik Noordini Nik Abdul Malik

Parallel Process. Lett., 2016

Fast Hybrid BSA-DE-SA Algorithm on GPU.

[BibT_eX]

[DOI]

Proceedings of the Swarm Intelligence Based Optimization - Second International Conference, 2016

Data Exchange Topologies for the DISCO-HITS Algorithm to Solve the QAP.

[BibT_eX]

[DOI]

Proceedings of the Swarm Intelligence Based Optimization - Second International Conference, 2016

Search based software engineering on evolutionary multi-objective approach.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Hybrid Backtracking Search Optimization Algorithm and K-Means for Clustering in Wireless Sensor Networks.

[BibT_eX]

[DOI]

N. M. Abdul Latiff

Proceedings of the 2016 IEEE 14th Intl Conf on Dependable, 2016

2015

Distributed Multistart Hybrid Iterative Tabu Search.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Comparison of Two Diversification Methods to Solve the Quadratic Assignment Problem.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science, 2015

2014

An Efficient Study of Scheduling Algorithms with Friedman Test in WiMAX Networks.

[BibT_eX]

[DOI]

Netw. Protoc. Algorithms, 2014

Steps toward the design of hybrid metaheuristics for the multi-objective frequency assignment problem in broadcasting.

[BibT_eX]

[DOI]

Proceedings of the IEEE 2nd International Symposium on Telecommunication Technologies, 2014

Multi-level Parallelization for Hybrid ACO.

[BibT_eX]

[DOI]

Proceedings of the Swarm Intelligence Based Optimization - First International Conference, 2014

Evolutionary multi-objective based approach for wireless sensor network deployment.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2014

Performance analysis of evolutionary multi-objective based approach for deployment of wireless sensor network with the presence of fixed obstacles.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

2013

Motorization for an Electric Scooter by Using Permanent-Magnet Machines Optimized Based on a Hybrid Metaheuristic Algorithm.

[BibT_eX]

[DOI]

Daniel Fodorean

Loránd Szabó

IEEE Trans. Veh. Technol., 2013

Hybrid ICA-PSO algorithm for continuous optimization.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2013

Hybrid Imperialist Competitive Algorithm with Simplex Approach: Application to Electric Motor Design.

[BibT_eX]

[DOI]

Daniel Fodorean

Proceedings of the IEEE International Conference on Systems, 2013

2011

Hybrid PSO-SA Type Algorithms for Multimodal Function Optimization and Reducing Energy Consumption in Embedded Systems.

[BibT_eX]

[DOI]

Appl. Comput. Intell. Soft Comput., 2011

Optimized fuel cell array energy management using multi-agent systems.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Industry Applications Society Annual Meeting, 2011

Imperialist Competitive Algorithm for Dynamic Optimization of Economic Dispatch in Power Systems.

[BibT_eX]

[DOI]

Proceedings of the Artificial Evolution, 2011

2010

Metropolis Particle Swarm Optimization Algorithm with Mutation Operator for Global Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010

A Geometric Data Structure Applicable to Image Mining and Retrieval.

[BibT_eX]

[DOI]

Thomas Iwaszko

Mahmoud Melkemi

Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010

2009

Two Distributed Algorithms for the Frequency Assignment Problem in the Field of Radio Broadcasting.

[BibT_eX]

[DOI]

IEEE Trans. Broadcast., 2009

2007

Voronoi diagram based on a non-convex pattern: an application to extract patterns from a cloud of points.

[BibT_eX]

[DOI]

Mahmoud Melkemi

Proceedings of the 4th International Symposium on Voronoi Diagrams in Science and Engineering, 2007

Pattern Retrieval from a Cloud of Points Using Geometric Concepts.

[BibT_eX]

[DOI]

Mahmoud Melkemi

Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

2006

A New Hybrid GA-MDP Algorithm For The Frequency Assignment Problem.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

2004

Application Of Markov Decision Processes To The Frequency Assignment Problem.

[BibT_eX]

[DOI]

Jean-Yves Greff

Appl. Artif. Intell., 2004

2002

Méthodes algorithmiques pour l'allocation de fréquences. (Algorithmic Methods for Frequency Assignment).

[BibT_eX]

[DOI]

PhD thesis, 2002

New modeling approach to the frequency assignment problem in broadcasting.

[BibT_eX]

[DOI]

Philippe Debreux

IEEE Trans. Broadcast., 2002

New hybrid genetic algorithms for the frequency assignment problem.

[BibT_eX]

[DOI]

Miguel Alabau