Lhassane Idoumghar

Orcid: 0000-0001-8853-3968

According to our database1, Lhassane Idoumghar authored at least 120 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

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Bibliography

2024
Minimizing grid capacity in preemptive electric vehicle charging orchestration: Complexity, exact and heuristic approaches.
Eur. J. Oper. Res., January, 2024

Robust Neural Architecture Search Using Differential Evolution for Medical Images.
Proceedings of the Applications of Evolutionary Computation - 27th European Conference, 2024

2023
HSGS: A hybrid of harmony search algorithm and golden section for data clustering.
Expert Syst. Appl., August, 2023

Electric Vehicle Charging Scheduling Problem: Heuristics and Metaheuristic Approaches.
SN Comput. Sci., May, 2023

A sensing-based patient classification framework for efficient patient-nurse scheduling.
Sustain. Comput. Informatics Syst., April, 2023

Multimodal and Multitemporal Land Use/Land Cover Semantic Segmentation on Sentinel-1 and Sentinel-2 Imagery: An Application on a MultiSenGE Dataset.
Remote. Sens., January, 2023

DeepChain: A Deep Learning and Blockchain Based Framework for Detecting Risky Transactions on HIE System.
Proceedings of the IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2023

Exploring inference of a land use and land cover model trained on MultiSenGE dataset.
Proceedings of the Joint Urban Remote Sensing Event, 2023

Octa Pillars-based Approach to Select the Best Blockchain-based Solutions in Healthcare Information Exchange.
Proceedings of the International Wireless Communications and Mobile Computing, 2023

LSTM Networks for Cyber-physical Attack Diagnoses in Microgrids.
Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

Random Forest Assisted Differential Evolution for Multi-server Congested p-median Problem.
Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

Solving Highly Constrained 3D Heterogeneous Truck Loading Problems: A Contribution to the 2022 EURO/ROADEF Challenge.
Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

Comparative Study of Meta-heuristic Algorithms for Damage Detection Problem.
Proceedings of the Computational Science - ICCS 2023, 2023

Connectivity Repair Heuristics for Stationary Wireless Sensor Networks.
Proceedings of the IEEE International Conference on Communications, 2023

Designing Convolutional Neural Networks using Surrogate assisted Genetic Algorithm for Medical Image Classification.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

A Multi-Period Goal Programming Model for Healthy Menus: A Tunisian Case Study.
Proceedings of the 9th International Conference on Control, 2023

A Comparative Study of Meta-Heuristic Algorithms for WSN Deployment Problem in Indoor Environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023

Extreme Learning Machine-based Genetic Algorithm for the facility location problem with distributed demands on network edges.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023

2022
A congested capacitated location problem with continuous network demand.
RAIRO Oper. Res., September, 2022

Unbalanced budget distribution for automatic algorithm configuration.
Soft Comput., 2022

Ensembles strategies for backtracking search algorithm with application to engineering design optimization problems.
Appl. Soft Comput., 2022

A Survey of Artificial Intelligence Based WSNs Deployment Techniques and Related Objectives Modeling.
IEEE Access, 2022

A Reinforcement Learning-Based Node Selection for PBFT Consensus.
Proceedings of the Ninth International Conference on Software Defined Systems, 2022

Smooth Perturbations for Time Series Adversarial Attacks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

Recent Advances of Patient Monitoring in Internet of Healthcare Things : A Comparative Study.
Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022

Adaptive Collaborative Beamforming in Wireless Sensor Network Based on Modified Backtracking Search Algorithm.
Proceedings of the 6th IEEE International Symposium on Telecommunication Technologies, 2022

FPBFT: A Fast PBFT Protocol for Private Blockchains.
Proceedings of the 9th International Conference on Internet of Things: Systems, 2022

APBFT: An Adaptive PBFT Consensus for Private Blockchains.
Proceedings of the IEEE Global Communications Conference, 2022

A comparative study of newly developed metaheuristics for the discrete uncapacitated $p$-median problem.
Proceedings of the 8th International Conference on Control, 2022

A bi-objective single-server congested edge-based facility location problem under disruption.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022

Maximizing the Number of Satisfied Charging Demands in Electric Vehicle Charging Scheduling Problem.
Proceedings of the Artificial Evolution, 2022

A Multi-objective 3D Offline UAV Path Planning Problem with Variable Flying Altitude.
Proceedings of the Artificial Evolution, 2022

Designing Attention Based Convolutional Neural Network (CNN) Architectures for Medical Image Classification Using Genetic Algorithm Based on Variable Length-Encoding Scheme.
Proceedings of the Artificial Evolution, 2022

Data Augmentation for Time Series Classification with Deep Learning Models.
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.
RAIRO Oper. Res., 2021

On the performance of deep learning for numerical optimization: An application to protein structure prediction.
Appl. Soft Comput., 2021

Novel Differential Evolutionary Optimization Approach for an Integrated Motor-Magnetic Gear Used for Propulsion Systems.
IEEE Access, 2021

Coverage Maximization in WSN Deployment Using Particle Swarm Optimization with Voronoi Diagram.
Proceedings of the Advances in Model and Data Engineering in the Digitalization Era, 2021

Ensemble classification of video-recorded crowd movements.
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.
Proceedings of Sixth International Congress on Information and Communication Technology, 2021

Hybrid Heuristic and Metaheuristic for Solving Electric Vehicle Charging Scheduling Problem.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2021

2020
InceptionTime: Finding AlexNet for time series classification.
Data Min. Knowl. Discov., 2020

A novel harmony search algorithm and its application to data clustering.
Appl. Soft Comput., 2020

UAV path planning in the presence of static and dynamic obstacles.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

A Memetic Approach for the Unicost Set Covering Problem.
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.
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.
Proceedings of the 7th International Conference on Internet of Things: Systems, 2020

Performance Analysis of RPL Protocols in LLN Network Using Friedman's Test.
Proceedings of the 7th International Conference on Internet of Things: Systems, 2020

Neural Architecture Search for Time Series Classification.
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.
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.
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.
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.
Proceedings of the 7th International Conference on Control, 2020

Automated Machine Learning for Information Retrieval in Scientific Articles.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Bypassing or flying above the obstacles? A novel multi-objective UAV path planning problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
New Path Centrality Based on Operator Calculus Approach for Wireless Sensor Network Deployment.
IEEE Trans. Emerg. Top. Comput., 2019

Speed up differential evolution for computationally expensive protein structure prediction problems.
Swarm Evol. Comput., 2019

GPU parallelization strategies for metaheuristics: a survey.
Int. J. Parallel Emergent Distributed Syst., 2019

Deep learning for time series classification: a review.
Data Min. Knowl. Discov., 2019

From feature selection to continues optimization.
CoRR, 2019

Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks.
Int. J. Comput. Assist. Radiol. Surg., 2019

On the optimal placement of cameras for surveillance and the underlying set cover problem.
Appl. Soft Comput., 2019

An Improved TLBO Algorithm for Solving UAV Path Planning Problem.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Transfer learning for the classification of video-recorded crowd movements.
Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019

Adversarial Attacks on Deep Neural Networks for Time Series Classification.
Proceedings of the International Joint Conference on Neural Networks, 2019

Deep Neural Network Ensembles for Time Series Classification.
Proceedings of the International Joint Conference on Neural Networks, 2019

An Eigenvector-Enhanced Parallel Adaptive Differential Evolution for Electric Motor Design.
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.
Proceedings of the Extraction et Gestion des connaissances, 2019

MAC: Many-objective Automatic Algorithm Configuration.
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.
Proceedings of the 6th International Conference on Control, 2019

Hybrid parameter adaptation strategy for differential evolution to solve real-world problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Automatic Alignment of Surgical Videos Using Kinematic Data.
Proceedings of the Artificial Intelligence in Medicine, 2019

From Feature Selection to Continuous Optimization.
Proceedings of the Artificial Evolution, 2019

A Hybrid Evolutionary Algorithm for Offline UAV Path Planning.
Proceedings of the Artificial Evolution, 2019

2018
Hybrid differential evolution algorithms for the optimal camera placement problem.
J. Syst. Inf. Technol., 2018

Data augmentation using synthetic data for time series classification with deep residual networks.
CoRR, 2018

Surgical motion analysis using discriminative interpretable patterns.
Artif. Intell. Medicine, 2018

A comparative study of meta-heuristic algorithms for solving UAV path planning.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

A Novel Population Initialization Method Based on Support Vector Machine.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Evaluating Surgical Skills from Kinematic Data Using Convolutional Neural Networks.
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.
Proceedings of the 2018 International Conference on Electronics, 2018

A Hybrid Optimization Algorithm for Electric Motor Design.
Proceedings of the Computational Science - ICCS 2018, 2018

Accelerating Protein Structure Prediction Using Active Learning and Surrogate-Based Optimization.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

A Hybrid Differential Evolution Algorithm for Real World Problems.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Transfer learning for time series classification.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Automatic hyperparameter selection in Autodock.
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.
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.
IEEE Trans. Ind. Electron., 2017

Using a novel parallel genetic hybrid algorithm to generate and determine new zeolite frameworks.
Comput. Chem. Eng., 2017

MEmory Genetic Algorithm Hybridized for Zeolites.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

A New High-Level Relay Hybrid Metaheuristic for Black-Box Optimization Problems.
Proceedings of the Artificial Evolution, 2017

Improved Hybrid Iterative Tabu Search for QAP Using Distance Cooperation.
Proceedings of the Artificial Evolution, 2017

2016
A Survey on the Metaheuristics Applied to QAP for the Graphics Processing Units.
Parallel Process. Lett., 2016

Fast Hybrid BSA-DE-SA Algorithm on GPU.
Proceedings of the Swarm Intelligence Based Optimization - Second International Conference, 2016

Data Exchange Topologies for the DISCO-HITS Algorithm to Solve the QAP.
Proceedings of the Swarm Intelligence Based Optimization - Second International Conference, 2016

Search based software engineering on evolutionary multi-objective approach.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Hybrid Backtracking Search Optimization Algorithm and K-Means for Clustering in Wireless Sensor Networks.
Proceedings of the 2016 IEEE 14th Intl Conf on Dependable, 2016

2015
Distributed Multistart Hybrid Iterative Tabu Search.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Comparison of Two Diversification Methods to Solve the Quadratic Assignment Problem.
Proceedings of the International Conference on Computational Science, 2015

2014
An Efficient Study of Scheduling Algorithms with Friedman Test in WiMAX Networks.
Netw. Protoc. Algorithms, 2014

Steps toward the design of hybrid metaheuristics for the multi-objective frequency assignment problem in broadcasting.
Proceedings of the IEEE 2nd International Symposium on Telecommunication Technologies, 2014

Multi-level Parallelization for Hybrid ACO.
Proceedings of the Swarm Intelligence Based Optimization - First International Conference, 2014

Evolutionary multi-objective based approach for wireless sensor network deployment.
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.
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.
IEEE Trans. Veh. Technol., 2013

Hybrid ICA-PSO algorithm for continuous optimization.
Appl. Math. Comput., 2013

Hybrid Imperialist Competitive Algorithm with Simplex Approach: Application to Electric Motor Design.
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.
Appl. Comput. Intell. Soft Comput., 2011

Optimized fuel cell array energy management using multi-agent systems.
Proceedings of the 2011 IEEE Industry Applications Society Annual Meeting, 2011

Imperialist Competitive Algorithm for Dynamic Optimization of Economic Dispatch in Power Systems.
Proceedings of the Artificial Evolution, 2011

2010
Metropolis Particle Swarm Optimization Algorithm with Mutation Operator for Global Optimization Problems.
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010

A Geometric Data Structure Applicable to Image Mining and Retrieval.
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.
IEEE Trans. Broadcast., 2009

2007
Voronoi diagram based on a non-convex pattern: an application to extract patterns from a cloud of points.
Proceedings of the 4th International Symposium on Voronoi Diagrams in Science and Engineering, 2007

Pattern Retrieval from a Cloud of Points Using Geometric Concepts.
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

2006
A New Hybrid GA-MDP Algorithm For The Frequency Assignment Problem.
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.
Appl. Artif. Intell., 2004

2002
Méthodes algorithmiques pour l'allocation de fréquences. (Algorithmic Methods for Frequency Assignment).
PhD thesis, 2002

New modeling approach to the frequency assignment problem in broadcasting.
IEEE Trans. Broadcast., 2002

New hybrid genetic algorithms for the frequency assignment problem.
IEEE Trans. Broadcast., 2002


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