Lhassane Idoumghar

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 113

Top Venues

CoRR

CEC

CoDIT

Publications

Muhammad Sulaman, Mahmoud Golabi, Mokhtar Essaid, Julien Lepagnot, Mathieu Brévilliers, Lhassane Idoumghar
Surrogate-assisted metaheuristics for the facility location problem with distributed demands on network edges. Comput. Ind. Eng. 188 (2024)
Abdennour Azerine, Mahmoud Golabi, Ammar Oulamara, Lhassane Idoumghar
Enhancing Electric Vehicle Charging Schedules: A Surrogate-Assisted Approach. GECCO Companion (2024)
Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar
Robust Neural Architecture Search Using Differential Evolution for Medical Images. EvoApplications@EvoStar (2024)
Imene Zaidi, Ammar Oulamara, Lhassane Idoumghar, Michel Basset
Minimizing grid capacity in preemptive electric vehicle charging orchestration: Complexity, exact and heuristic approaches. Eur. J. Oper. Res. 312 (1) (2024)
Abdennour Azerine, Ammar Oulamara, Michel Basset, Lhassane Idoumghar
Improved Methods for Solving the Electric Vehicle Charging Scheduling Problem to Maximize the Delive. CEC (2024)
Khaoula Zaimen, Laurent Moalic, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar
A Hybrid Binary Grey Wolf Optimiser for WSN Deployment in Indoor Environments Based on BIM Database. WCNC (2024)
Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar
Evolutionary Neural Architecture Search for 2D and 3D Medical Image Classification. ICCS (2) (2024)
Kenza Riahi, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar
A Comparative Study of Blockchain Development Platforms. ICCIP (2023)
Romain Wenger, Anne Puissant, Jonathan Weber, Lhassane Idoumghar, Germain Forestier
Exploring inference of a land use and land cover model trained on MultiSenGE dataset. JURSE (2023)
Imene Zaidi, Ammar Oulamara, Lhassane Idoumghar, Michel Basset
Electric Vehicle Charging Scheduling Problem: Heuristics and Metaheuristic Approaches. SN Comput. Sci. 4 (3) (2023)
Joseph Merhej, Hassan Harb, Abdelhafid Abouaissa, Lhassane Idoumghar, Samir Ouchani
Octa Pillars-based Approach to Select the Best Blockchain-based Solutions in Healthcare Information Exchange. IWCMC (2023)
Romain Wenger, Anne Puissant, Jonathan Weber, Lhassane Idoumghar, Germain Forestier
Multimodal and Multitemporal Land Use/Land Cover Semantic Segmentation on Sentinel-1 and Sentinel-2 Imagery: An Application on a MultiSenGE Dataset. Remote. Sens. 15 (1) (2023)
Dorra Kallel, Ines Kanoun, Mahmoud Golabi, Diala Dhouib, Lhassane Idoumghar
A Multi-Period Goal Programming Model for Healthy Menus: A Tunisian Case Study. CoDIT (2023)
Kamel Belhadj, Najeh Ben Guedria, Ali Helali, Omar Anis Harzallah, Chokri Bouraoui, Lhassane Idoumghar
Comparative Study of Meta-heuristic Algorithms for Damage Detection Problem. ICCS (3) (2023)
Mokhtar Essaid, Abdennour Azerine, Mahmoud Golabi, Julien Lepagnot, Lhassane Idoumghar
Solving Highly Constrained 3D Heterogeneous Truck Loading Problems: A Contribution to the 2022 EURO/ROADEF Challenge. ICTAI (2023)
Ghina Saad, Hassan Harb, Abdelhafid Abouaissa, Lhassane Idoumghar, Nour Charara
A sensing-based patient classification framework for efficient patient-nurse scheduling. Sustain. Comput. Informatics Syst. 38 (2023)
Bushra Canaan, Bruno Colicchio, Djaffar Ould Abdeslam, Lhassane Idoumghar
LSTM Networks for Cyber-physical Attack Diagnoses in Microgrids. ISIE (2023)
Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar
Designing Convolutional Neural Networks using Surrogate assisted Genetic Algorithm for Medical Image Classification. GECCO Companion (2023)
Khaoula Zaimen, Mohamed-el-Amine Brahmia, Laurent Moalic, Abdelhafid Abouaissa, Lhassane Idoumghar
A Comparative Study of Meta-Heuristic Algorithms for WSN Deployment Problem in Indoor Environments. CEC (2023)
Muhammad Sulaman, Mahmoud Golabi, Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
Random Forest Assisted Differential Evolution for Multi-server Congested p-median Problem. ICTAI (2023)
Khaoula Zaimen, Laurent Moalic, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar
Connectivity Repair Heuristics for Stationary Wireless Sensor Networks. ICC (2023)
Mahmoud Golabi, Mokhtar Essaid, Muhammad Sulaman, Lhassane Idoumghar
Extreme Learning Machine-based Genetic Algorithm for the facility location problem with distributed demands on network edges. CEC (2023)
Joseph Merhej, Hassan Harb, Abdelhafid Abouaissa, Lhassane Idoumghar
DeepChain: A Deep Learning and Blockchain Based Framework for Detecting Risky Transactions on HIE System. WETICE (2023)
Kazem Talaei, Amin Rahati, Lhassane Idoumghar
HSGS: A hybrid of harmony search algorithm and golden section for data clustering. Expert Syst. Appl. 224 (2023)
Kenza Riahi, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar
FPBFT: A Fast PBFT Protocol for Private Blockchains. IOTSMS (2022)
Muhammad Sulaman, Mahmoud Golabi, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
A comparative study of newly developed metaheuristics for the discrete uncapacitated $p$-median problem. CoDIT (2022)
Imene Zaidi, Ammar Oulamara, Lhassane Idoumghar, Michel Basset
Maximizing the Number of Satisfied Charging Demands in Electric Vehicle Charging Scheduling Problem. EA (2022)
Gautier Pialla, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Germain Forestier
Data Augmentation for Time Series Classification with Deep Learning Models. AALTD@ECML/PKDD (2022)
J. J. Chew, Nik Noordini Nik Abdul Malik, Lhassane Idoumghar, Nurul Muazzah Abdul Latiff, Najla Ilyana Ab Majid
Adaptive Collaborative Beamforming in Wireless Sensor Network Based on Modified Backtracking Search Algorithm. ISTT (2022)
Mahmoud Golabi, Soheila Ghambari, Shilan Amir Ashayeri, Laetitia Jourdan, Lhassane Idoumghar
A Multi-objective 3D Offline UAV Path Planning Problem with Variable Flying Altitude. EA (2022)
Amin Rahati, Esmaeil Mirkazehi Rigi, Lhassane Idoumghar, Mathieu Brévilliers
Ensembles strategies for backtracking search algorithm with application to engineering design optimization problems. Appl. Soft Comput. 121 (2022)
Khaoula Zaimen, Mohamed-el-Amine Brahmia, Laurent Moalic, Abdelhafid Abouaissa, Lhassane Idoumghar
A Survey of Artificial Intelligence Based WSNs Deployment Techniques and Related Objectives Modeling. IEEE Access 10 (2022)
Kenza Riahi, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar
APBFT: An Adaptive PBFT Consensus for Private Blockchains. GLOBECOM (2022)
Kenza Riahi, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar
A Reinforcement Learning-Based Node Selection for PBFT Consensus. SDS (2022)
Mahmoud Golabi, Lhassane Idoumghar, Jamal Arkat
A bi-objective single-server congested edge-based facility location problem under disruption. CEC (2022)
Soheila Ghambari, Hojjat Rakhshani, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar
Unbalanced budget distribution for automatic algorithm configuration. Soft Comput. 26 (3) (2022)
Mahmoud Golabi, Seyed Mahdi Shavarani, Lhassane Idoumghar
A congested capacitated location problem with continuous network demand. RAIRO Oper. Res. 56 (5) (2022)
Gautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Christoph Bergmeir, Daniel F. Schmidt, Geoffrey I. Webb, Germain Forestier
Smooth Perturbations for Time Series Adversarial Attacks. PAKDD (1) (2022)
Ghina Saad, Hassan Harb, Abdelhafid Abouaissa, Nour Charara, Lhassane Idoumghar
Recent Advances of Patient Monitoring in Internet of Healthcare Things : A Comparative Study. IWCMC (2022)
Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar
Designing Attention Based Convolutional Neural Network (CNN) Architectures for Medical Image Classification Using Genetic Algorithm Based on Variable Length-Encoding Scheme. EA (2022)
Julien Kritter, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
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. 55 (4) (2021)
Abdusy Syarif, Mohamed-el-Amine Brahmia, Jean-François Dollinger, Abdelhafid Abouaissa, Lhassane Idoumghar
RPL-OC: Extension of RPL Protocol for LLN Networks Based on the Operator Calculus Approach. ICICT (1) (2021)
Khaoula Zaimen, Mohamed-el-Amine Brahmia, Jean-François Dollinger, Laurent Moalic, Abdelhafid Abouaissa, Lhassane Idoumghar
Coverage Maximization in WSN Deployment Using Particle Swarm Optimization with Voronoi Diagram. MEDI Workshops (2021)
Imene Zaidi, Ammar Oulamara, Lhassane Idoumghar, Michel Basset
Hybrid Heuristic and Metaheuristic for Solving Electric Vehicle Charging Scheduling Problem. EvoCOP (2021)
Mounir Bendali-Braham, Jonathan Weber, Germain Forestier, Lhassane Idoumghar, Pierre-Alain Muller
Ensemble classification of video-recorded crowd movements. ISPA (2021)
Hojjat Rakhshani, Lhassane Idoumghar, Soheila Ghambari, Julien Lepagnot, Mathieu Brévilliers
On the performance of deep learning for numerical optimization: An application to protein structure prediction. Appl. Soft Comput. 110 (2021)
Claudia-Violeta Pop, Mokhtar Essaid, Lhassane Idoumghar, Daniel Fodorean
Novel Differential Evolutionary Optimization Approach for an Integrated Motor-Magnetic Gear Used for Propulsion Systems. IEEE Access 9 (2021)
Julien Kritter, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
On the use of human-assisted optimisation for the optimal camera placement problem and the surveillance of urban events. CoDIT (2020)
Soheila Ghambari, Mahmoud Golabi, Julien Lepagnot, Mathieu Brévilliers, Laetitia Jourdan, Lhassane Idoumghar
An Enhanced NSGA-II for Multiobjective UAV Path Planning in Urban Environments. ICTAI (2020)
Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
InceptionTime: Finding AlexNet for time series classification. Data Min. Knowl. Discov. 34 (6) (2020)
Kazem Talaei, Amin Rahati, Lhassane Idoumghar
A novel harmony search algorithm and its application to data clustering. Appl. Soft Comput. 92 (2020)
Novi Azman, Abdusy Syarif, Mohamed-el-Amine Brahmia, Jean-François Dollinger, Samir Ouchani, Lhassane Idoumghar
Performance Analysis of RPL Protocols in LLN Network Using Friedman's Test. IoTSMS (2020)
Mahmoud Golabi, Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Mathieu Brévilliers, Lhassane Idoumghar
Bypassing or flying above the obstacles? A novel multi-objective UAV path planning problem. CoRR (2020)
Hojjat Rakhshani, Bastien Latard, Mathieu Brévilliers, Jonathan Weber, Julien Lepagnot, Germain Forestier, Michel Hassenforder, Lhassane Idoumghar
Automated Machine Learning for Information Retrieval in Scientific Articles. CEC (2020)
Khaoula Zaimen, Mohamed-el-Amine Brahmia, Jean-François Dollinger, Laurent Moalic, Abdelhafid Abouaissa, Lhassane Idoumghar
A Overview on WSN Deployment and a Novel Conceptual BIM-based Approach in Smart Buildings. IoTSMS (2020)
Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar
UAV path planning in the presence of static and dynamic obstacles. SSCI (2020)
Hojjat Rakhshani, Lhassane Idoumghar, Soheila Ghambari, Julien Lepagnot, Mathieu Brévilliers
On the performance of deep learning for numerical optimization: an application to protein structure prediction. CoRR (2020)
Mahmoud Golabi, Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Mathieu Brévilliers, Lhassane Idoumghar
Bypassing or flying above the obstacles? A novel multi-objective UAV path planning problem. CEC (2020)
Nobar Kassabian, Zakaria Hammoudan, Olivier Grunder, Lhassane Idoumghar
Optimization by Hybridization of Algorithms RGA and ILS to Solve the Container Stacking Problem at Tripoli-Lebanon Seaport. IEEM (2020)
Maxime Pinard, Laurent Moalic, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
A Memetic Approach for the Unicost Set Covering Problem. LION (2020)
Hojjat Rakhshani, Hassan Ismail Fawaz, Lhassane Idoumghar, Germain Forestier, Julien Lepagnot, Jonathan Weber, Mathieu Brévilliers, Pierre-Alain Muller
Neural Architecture Search for Time Series Classification. IJCNN (2020)
Imene Zaidi, Ammar Oulamara, Lhassane Idoumghar, Michel Basset
Optimal Online Electric Vehicle Charging Scheduling in Unbalanced Three-Phase Power System. ICCSA (1) (2020)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Deep Neural Network Ensembles for Time Series Classification. IJCNN (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks. CoRR (2019)
Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
From feature selection to continues optimization. CoRR (2019)
Mounir Bendali-Braham, Jonathan Weber, Germain Forestier, Lhassane Idoumghar, Pierre-Alain Muller
Transfer learning for the classification of video-recorded crowd movements. ISPA (2019)
Julien Kritter, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
On the real-world applicability of state-of-the-art algorithms for the optimal camera placement problem. CoDIT (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Augmentation de données pour la classification de séries temporelles par réseaux de neurones profonds résiduels. EGC (2019)
Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean
An Eigenvector-Enhanced Parallel Adaptive Differential Evolution for Electric Motor Design. ICTAI (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Adversarial Attacks on Deep Neural Networks for Time Series Classification. CoRR (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Deep Neural Network Ensembles for Time Series Classification. CoRR (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks. Int. J. Comput. Assist. Radiol. Surg. 14 (9) (2019)
Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
Speed up differential evolution for computationally expensive protein structure prediction problems. Swarm Evol. Comput. 50 (2019)
Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
InceptionTime: Finding AlexNet for Time Series Classification. CoRR (2019)
Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
GPU parallelization strategies for metaheuristics: a survey. Int. J. Parallel Emergent Distributed Syst. 34 (5) (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller
Automatic Alignment of Surgical Videos Using Kinematic Data. AIME (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Deep learning for time series classification: a review. Data Min. Knowl. Discov. 33 (4) (2019)
Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean
Hybrid parameter adaptation strategy for differential evolution to solve real-world problems. CEC (2019)
Abdusy Syarif, Abdelhafid Abouaissa, Lhassane Idoumghar, Pascal Lorenz, René Schott, G. Stacey Staples
New Path Centrality Based on Operator Calculus Approach for Wireless Sensor Network Deployment. IEEE Trans. Emerg. Top. Comput. 7 (1) (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller
Automatic alignment of surgical videos using kinematic data. CoRR (2019)
Soheila Ghambari, Lhassane Idoumghar, Laetitia Jourdan, Julien Lepagnot
An Improved TLBO Algorithm for Solving UAV Path Planning Problem. SSCI (2019)
Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
MAC: Many-objective Automatic Algorithm Configuration. EMO (2019)
Julien Kritter, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
On the optimal placement of cameras for surveillance and the underlying set cover problem. Appl. Soft Comput. 74 (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Adversarial Attacks on Deep Neural Networks for Time Series Classification. IJCNN (2019)
Soheila Ghambari, Lhassane Idoumghar, Laetitia Jourdan, Julien Lepagnot
A Hybrid Evolutionary Algorithm for Offline UAV Path Planning. EA (2019)
Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
From Feature Selection to Continuous Optimization. EA (2019)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Evaluating Surgical Skills from Kinematic Data Using Convolutional Neural Networks. MICCAI (4) (2018)
Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Daniel Fodorean
A Hybrid Differential Evolution Algorithm for Real World Problems. CEC (2018)
Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar
A comparative study of meta-heuristic algorithms for solving UAV path planning. SSCI (2018)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Transfer learning for time series classification. CoRR (2018)
Mounira Hamdi, Lhassane Idoumghar, Mondher Chaoui, Abdennaceur Kachouri
Optimal Economic Dispatch with Valve-Point Effect and Multiple Fuel Option via L-Shade Algorithm. SSD (2018)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Data augmentation using synthetic data for time series classification with deep residual networks. CoRR (2018)
Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Daniel Fodorean
A Hybrid Optimization Algorithm for Electric Motor Design. ICCS (2) (2018)
Germain Forestier, François Petitjean, Pavel Senin, Fabien Despinoy, Arnaud Huaulmé, Hassan Ismail Fawaz, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Pierre Jannin
Surgical motion analysis using discriminative interpretable patterns. Artif. Intell. Medicine 91 (2018)
Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Amin Rahati
Accelerating Protein Structure Prediction Using Active Learning and Surrogate-Based Optimization. CEC (2018)
Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Edward C. Keedwell
Automatic hyperparameter selection in Autodock. BIBM (2018)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Deep learning for time series classification: a review. CoRR (2018)
Edward C. Keedwell, Mathieu Brévilliers, Lhassane Idoumghar, Julien Lepagnot, Hojjat Rakhshani
A Novel Population Initialization Method Based on Support Vector Machine. SMC (2018)
Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Edward C. Keedwell
Automatic hyperparameter selection in Autodock. CoRR (2018)
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Evaluating surgical skills from kinematic data using convolutional neural networks. CoRR (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lhassane Idoumghar