Lhassane Idoumghar

169 papers B 35C 17Misc 1Journal 56Unranked 54

Year	Rank	Type	Title / Venue / Authors
2026	—	`ed.`	Artificial Evolution - 16th International Conference, Évolution Artificielle, EA 2024, Bordeaux, France, October 29-31, 2024, Revised Selected Papers EA Pierrick Legrand, Arnaud Liefooghe, Julien Lepagnot, Nicolas Monmarché, Lhassane Idoumghar, Denis Pallez, Patrick Siarry, Evelyne Lutton
2026	C	`conf`	Bi-Objective Electric Vehicle Charging Scheduling with Stochastic Vehicle Arrivals. ICORES Aimen Khiar, Mohamed-el-Amine Brahmia, Lhassane Idoumghar
2025	B	`conf`	A Multi-station Electric Vehicle Charging Scheduling Problem with Non-identical Chargers. CEC Abdennour Azerine, Mahmoud Golabi, Ammar Oulamara, Lhassane Idoumghar
2025	C	`conf`	A Novel Approach to Enhance LoRaWAN Performances Based on Optimization Algorithms. CoDIT Yassine Latreche, Mokhtar Essaid, Mahmoud Golabi, Ismail Bennis, Lhassane Idoumghar
2025	—	`conf`	Advanced Techniques for Maximizing Demand Satisfaction in EV Charging Scheduling. GECCO Companion Abdennour Azerine, Mahmoud Golabi, Ammar Oulamara, Lhassane Idoumghar
2025	J	`jnl`	Advanced models and a hybrid method for electric vehicle charging scheduling with diverse charger characteristics. RAIRO Oper. Res. Mahmoud Golabi, Abdennour Azerine, Ammar Oulamara, Lhassane Idoumghar
2025	—	`conf`	Bi-Level Hybrid Genetic Algorithm Enhanced with Multiple Reinforcement Learning Methods for EV Charging Scheduling. GECCO Companion Abdennour Azerine, Mahmoud Golabi, Lhassane Idoumghar
2025	B	`conf`	Bi-Level Optimization of Electric Vehicle Charging Scheduling Using Hybrid Genetic Algorithm and Reinforcement Learning. CEC Abdennour Azerine, Mahmoud Golabi, Lhassane Idoumghar
2025	J	`jnl`	BlockAI: An Intelligent Framework for Securing Information Exchange in Health Systems. SN Comput. Sci. Joseph Merhej, Hassan Harb, Abdelhafid Abouaissa, Lhassane Idoumghar
2025	C	`conf`	Detecting Critical Infrastructures in Disaster Images by Combining PSPNet and Genetic Algorithm-driven Hyperparameter Optimization. CoDIT Iyed Dhahri, Mahmoud Golabi, Karim Hammoudi, Lhassane Idoumghar
2025	C	`conf`	Efficient Scheduling of Electric Vehicle Charging via Tabu Search and Exact Optimization Techniques. CoDIT Abdennour Azerine, Mahmoud Golabi, Ammar Oulamara, Lhassane Idoumghar
2025	J	`jnl`	Efficient convolutional neural architecture for Arabic Sign Alphabet Classification. Signal Image Video Process. Sarra Rouabhi, Abdennour Azerine, Redouane Tlemsani, Lhassane Idoumghar
2025	J	`jnl`	Enhancing IoT intrusion detection with genetic algorithm-optimized convolutional neural networks. J. Supercomput. Racha Ikram Hakiki, Abdennour Azerine, Redouane Tlemsani, Mahmoud Golabi, Lhassane Idoumghar
2025	B	`conf`	Graph Convolutional Network-Guided Optimization for Electric Vehicle Charging Scheduling. ICTAI Abdennour Azerine, Mahmoud Golabi, Lhassane Idoumghar
2025	B	`conf`	Integrating Active Learning for Improved Preference Modeling in Tree-Based Interactive Evolutionary Multi-Objective Algorithms. CEC Seyed Mahdi Shavarani, Mahmoud Golabi, Lhassane Idoumghar
2025	B	`conf`	Learning-Driven Optimization with Integrated Multi-Model Approaches for Efficient Electric Vehicle Charging Scheduling. CEC Mahmoud Golabi, Abdennour Azerine, Ammar Oulamara, Lhassane Idoumghar
2025	C	`conf`	Optimized Scheduling for Electric Vehicle Charging: A Multi-Objective Approach to Grid Stability and User Satisfaction. ICORES Aimen Khiar, Mohamed-el-Amine Brahmia, Ammar Oulamara, Lhassane Idoumghar
2025	J	`jnl`	Time series adversarial attacks: an investigation of smooth perturbations and defense approaches. Int. J. Data Sci. Anal. Gautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Christoph Bergmeir, Daniel F. Schmidt, Geoffrey I. Webb, Germain Forestier
2024	B	`conf`	A Hybrid Binary Grey Wolf Optimiser for WSN Deployment in Indoor Environments Based on BIM Database. WCNC Khaoula Zaimen, Laurent Moalic, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar
2024	J	`jnl`	A review of AutoML optimization techniques for medical image applications. Comput. Medical Imaging Graph. Muhammad Junaid Ali, Mokhtar Essaid, Laurent Moalic, Lhassane Idoumghar
2024	—	`conf`	Classification vs Regression Models in a Decision Tree-Based Interactive Evolutionary Multi-objective Optimization Algorithm. EA Mahmoud Golabi, Seyed Mahdi Shavarani, Lhassane Idoumghar
2024	J	`jnl`	Conv-ViT fusion for improved handwritten Arabic character classification. Signal Image Video Process. Sarra Rouabhi, Abdennour Azerine, Redouane Tlemsani, Mokhtar Essaid, Lhassane Idoumghar
2024	C	`conf`	Distributed State Variables Estimation Algorithm for Large Scale Power Systems. CoDIT Mounira Hamdi, Lhassane Idoumghar, Mondher Chaoui, Abdennaceur Kachouri
2024	J	`jnl`	Dynamic Detection of Relevant Objectives and Adaptation to Preference Drifts in Interactive Evolutionary Multi-Objective Optimization. CoRR Seyed Mahdi Shavarani, Mahmoud Golabi, Richard Allmendinger, Lhassane Idoumghar
2024	C	`conf`	Energy Maximization for Electric Vehicle Charging Scheduling: Meta-heuristic Approaches. CoDIT Abdennour Azerine, Ammar Oulamara, Imene Zaidi, Michel Basset, Lhassane Idoumghar
2024	—	`conf`	Enhancing Electric Vehicle Charging Schedules: A Surrogate-Assisted Approach. GECCO Companion Abdennour Azerine, Mahmoud Golabi, Ammar Oulamara, Lhassane Idoumghar
2024	—	`conf`	Evolutionary Neural Architecture Search for 2D and 3D Medical Image Classification. ICCS (2) Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar
2024	B	`conf`	Improved Methods for Solving the Electric Vehicle Charging Scheduling Problem to Maximize the Delive. CEC Abdennour Azerine, Ammar Oulamara, Michel Basset, Lhassane Idoumghar
2024	J	`jnl`	Minimizing grid capacity in preemptive electric vehicle charging orchestration: Complexity, exact and heuristic approaches. Eur. J. Oper. Res. Imene Zaidi, Ammar Oulamara, Lhassane Idoumghar, Michel Basset
2024	C	`conf`	Multi-surrogate assisted differential evolution for edge-based facility location problem. CoDIT Muhammad Sulaman, Mahmoud Golabi, Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
2024	—	`conf`	Optimizing Scheduling for Energy Sales in Public Stations: A Revenue Management Perspective. EA Abdennour Azerine, Mahmoud Golabi, Ammar Oulamara, Lhassane Idoumghar
2024	—	`conf`	Robust Neural Architecture Search Using Differential Evolution for Medical Images. EvoApplications@EvoStar Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar
2024	J	`jnl`	Surrogate-assisted metaheuristics for the facility location problem with distributed demands on network edges. Comput. Ind. Eng. Muhammad Sulaman, Mahmoud Golabi, Mokhtar Essaid, Julien Lepagnot, Mathieu Brévilliers, Lhassane Idoumghar
2024	J	`jnl`	UAV path planning techniques: a survey. RAIRO Oper. Res. Soheila Ghambari, Mahmoud Golabi, Laetitia Jourdan, Julien Lepagnot, Lhassane Idoumghar
2023	—	`conf`	A Comparative Study of Blockchain Development Platforms. ICCIP Kenza Riahi, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar
2023	B	`conf`	A Comparative Study of Meta-Heuristic Algorithms for WSN Deployment Problem in Indoor Environments. CEC Khaoula Zaimen, Mohamed-el-Amine Brahmia, Laurent Moalic, Abdelhafid Abouaissa, Lhassane Idoumghar
2023	C	`conf`	A Multi-Period Goal Programming Model for Healthy Menus: A Tunisian Case Study. CoDIT Dorra Kallel, Ines Kanoun, Mahmoud Golabi, Diala Dhouib, Lhassane Idoumghar
2023	J	`jnl`	A sensing-based patient classification framework for efficient patient-nurse scheduling. Sustain. Comput. Informatics Syst. Ghina Saad, Hassan Harb, Abdelhafid Abouaissa, Lhassane Idoumghar, Nour Charara
2023	—	`ed.`	Artificial Evolution - 15th International Conference, Évolution Artificielle, EA 2022, Exeter, UK, October 31 - November 2, 2022, Revised Selected Papers EA Pierrick Legrand, Arnaud Liefooghe, Edward C. Keedwell, Julien Lepagnot, Lhassane Idoumghar, Nicolas Monmarché, Evelyne Lutton
2023	—	`conf`	Comparative Study of Meta-heuristic Algorithms for Damage Detection Problem. ICCS (3) Kamel Belhadj, Najeh Ben Guedria, Ali Helali, Omar Anis Harzallah, Chokri Bouraoui, Lhassane Idoumghar
2023	—	`conf`	Connectivity Repair Heuristics for Stationary Wireless Sensor Networks. ICC Khaoula Zaimen, Laurent Moalic, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar
2023	C	`conf`	DeepChain: A Deep Learning and Blockchain Based Framework for Detecting Risky Transactions on HIE System. WETICE Joseph Merhej, Hassan Harb, Abdelhafid Abouaissa, Lhassane Idoumghar
2023	—	`conf`	Designing Convolutional Neural Networks using Surrogate assisted Genetic Algorithm for Medical Image Classification. GECCO Companion Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar
2023	J	`jnl`	Electric Vehicle Charging Scheduling Problem: Heuristics and Metaheuristic Approaches. SN Comput. Sci. Imene Zaidi, Ammar Oulamara, Lhassane Idoumghar, Michel Basset
2023	—	`conf`	Exploring inference of a land use and land cover model trained on MultiSenGE dataset. JURSE Romain Wenger, Anne Puissant, Jonathan Weber, Lhassane Idoumghar, Germain Forestier
2023	B	`conf`	Extreme Learning Machine-based Genetic Algorithm for the facility location problem with distributed demands on network edges. CEC Mahmoud Golabi, Mokhtar Essaid, Muhammad Sulaman, Lhassane Idoumghar
2023	J	`jnl`	HSGS: A hybrid of harmony search algorithm and golden section for data clustering. Expert Syst. Appl. Kazem Talaei, Amin Rahati, Lhassane Idoumghar
2023	—	`conf`	LSTM Networks for Cyber-physical Attack Diagnoses in Microgrids. ISIE Bushra Canaan, Bruno Colicchio, Djaffar Ould Abdeslam, Lhassane Idoumghar
2023	J	`jnl`	Multimodal and Multitemporal Land Use/Land Cover Semantic Segmentation on Sentinel-1 and Sentinel-2 Imagery: An Application on a MultiSenGE Dataset. Remote. Sens. Romain Wenger, Anne Puissant, Jonathan Weber, Lhassane Idoumghar, Germain Forestier
2023	B	`conf`	Octa Pillars-based Approach to Select the Best Blockchain-based Solutions in Healthcare Information Exchange. IWCMC Joseph Merhej, Hassan Harb, Abdelhafid Abouaissa, Lhassane Idoumghar, Samir Ouchani
2023	B	`conf`	Random Forest Assisted Differential Evolution for Multi-server Congested p-median Problem. ICTAI Muhammad Sulaman, Mahmoud Golabi, Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
2023	B	`conf`	Solving Highly Constrained 3D Heterogeneous Truck Loading Problems: A Contribution to the 2022 EURO/ROADEF Challenge. ICTAI Mokhtar Essaid, Abdennour Azerine, Mahmoud Golabi, Julien Lepagnot, Lhassane Idoumghar
2022	—	`conf`	A Multi-objective 3D Offline UAV Path Planning Problem with Variable Flying Altitude. EA Mahmoud Golabi, Soheila Ghambari, Shilan Amir Ashayeri, Laetitia Jourdan, Lhassane Idoumghar
2022	—	`conf`	A Reinforcement Learning-Based Node Selection for PBFT Consensus. SDS Kenza Riahi, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar
2022	J	`jnl`	A Survey of Artificial Intelligence Based WSNs Deployment Techniques and Related Objectives Modeling. IEEE Access Khaoula Zaimen, Mohamed-el-Amine Brahmia, Laurent Moalic, Abdelhafid Abouaissa, Lhassane Idoumghar
2022	B	`conf`	A bi-objective single-server congested edge-based facility location problem under disruption. CEC Mahmoud Golabi, Lhassane Idoumghar, Jamal Arkat
2022	C	`conf`	A comparative study of newly developed metaheuristics for the discrete uncapacitated $p$-median problem. CoDIT Muhammad Sulaman, Mahmoud Golabi, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
2022	J	`jnl`	A congested capacitated location problem with continuous network demand. RAIRO Oper. Res. Mahmoud Golabi, Seyed Mahdi Shavarani, Lhassane Idoumghar
2022	B	`conf`	APBFT: An Adaptive PBFT Consensus for Private Blockchains. GLOBECOM Kenza Riahi, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar
2022	—	`conf`	Adaptive Collaborative Beamforming in Wireless Sensor Network Based on Modified Backtracking Search Algorithm. ISTT J. J. Chew, Nik Noordini Nik Abdul Malik, Lhassane Idoumghar, Nurul Muazzah Abdul Latiff, Najla Ilyana Ab Majid
2022	—	`conf`	Data Augmentation for Time Series Classification with Deep Learning Models. AALTD@ECML/PKDD Gautier Pialla, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Germain Forestier
2022	—	`conf`	Designing Attention Based Convolutional Neural Network (CNN) Architectures for Medical Image Classification Using Genetic Algorithm Based on Variable Length-Encoding Scheme. EA Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar
2022	J	`jnl`	Ensembles strategies for backtracking search algorithm with application to engineering design optimization problems. Appl. Soft Comput. Amin Rahati, Esmaeil Mirkazehi Rigi, Lhassane Idoumghar, Mathieu Brévilliers
2022	—	`conf`	FPBFT: A Fast PBFT Protocol for Private Blockchains. IOTSMS Kenza Riahi, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar
2022	—	`conf`	Maximizing the Number of Satisfied Charging Demands in Electric Vehicle Charging Scheduling Problem. EA Imene Zaidi, Ammar Oulamara, Lhassane Idoumghar, Michel Basset
2022	B	`conf`	Recent Advances of Patient Monitoring in Internet of Healthcare Things : A Comparative Study. IWCMC Ghina Saad, Hassan Harb, Abdelhafid Abouaissa, Nour Charara, Lhassane Idoumghar
2022	—	`conf`	Smooth Perturbations for Time Series Adversarial Attacks. PAKDD (1) Gautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Christoph Bergmeir, Daniel F. Schmidt, Geoffrey I. Webb, Germain Forestier
2022	J	`jnl`	Unbalanced budget distribution for automatic algorithm configuration. Soft Comput. Soheila Ghambari, Hojjat Rakhshani, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar
2021	—	`conf`	Coverage Maximization in WSN Deployment Using Particle Swarm Optimization with Voronoi Diagram. MEDI Workshops Khaoula Zaimen, Mohamed-el-Amine Brahmia, Jean-François Dollinger, Laurent Moalic, Abdelhafid Abouaissa, Lhassane Idoumghar
2021	C	`conf`	Ensemble classification of video-recorded crowd movements. ISPA Mounir Bendali-Braham, Jonathan Weber, Germain Forestier, Lhassane Idoumghar, Pierre-Alain Muller
2021	B	`conf`	Hybrid Heuristic and Metaheuristic for Solving Electric Vehicle Charging Scheduling Problem. EvoCOP Imene Zaidi, Ammar Oulamara, Lhassane Idoumghar, Michel Basset
2021	J	`jnl`	Novel Differential Evolutionary Optimization Approach for an Integrated Motor-Magnetic Gear Used for Propulsion Systems. IEEE Access Claudia-Violeta Pop, Mokhtar Essaid, Lhassane Idoumghar, Daniel Fodorean
2021	J	`jnl`	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. Julien Kritter, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
2021	J	`jnl`	On the performance of deep learning for numerical optimization: An application to protein structure prediction. Appl. Soft Comput. Hojjat Rakhshani, Lhassane Idoumghar, Soheila Ghambari, Julien Lepagnot, Mathieu Brévilliers
2021	—	`conf`	RPL-OC: Extension of RPL Protocol for LLN Networks Based on the Operator Calculus Approach. ICICT (1) Abdusy Syarif, Mohamed-el-Amine Brahmia, Jean-François Dollinger, Abdelhafid Abouaissa, Lhassane Idoumghar
2020	—	`conf`	A Memetic Approach for the Unicost Set Covering Problem. LION Maxime Pinard, Laurent Moalic, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
2020	—	`conf`	A Overview on WSN Deployment and a Novel Conceptual BIM-based Approach in Smart Buildings. IoTSMS Khaoula Zaimen, Mohamed-el-Amine Brahmia, Jean-François Dollinger, Laurent Moalic, Abdelhafid Abouaissa, Lhassane Idoumghar
2020	J	`jnl`	A novel harmony search algorithm and its application to data clustering. Appl. Soft Comput. Kazem Talaei, Amin Rahati, Lhassane Idoumghar
2020	B	`conf`	An Efficient Hadoop-Based Framework for Data Storage and Fault Recovering in Large-Scale Multimedia Sensor Networks. IWCMC Ghina Saad, Hassan Harb, Abdelhafid Abouaissa, Lhassane Idoumghar, Nour Charara
2020	B	`conf`	An Enhanced NSGA-II for Multiobjective UAV Path Planning in Urban Environments. ICTAI Soheila Ghambari, Mahmoud Golabi, Julien Lepagnot, Mathieu Brévilliers, Laetitia Jourdan, Lhassane Idoumghar
2020	—	`ed.`	Artificial Evolution - 14th International Conference, Évolution Artificielle, EA 2019, Mulhouse, France, October 29-30, 2019, Revised Selected Papers EA Lhassane Idoumghar, Pierrick Legrand, Arnaud Liefooghe, Evelyne Lutton, Nicolas Monmarché, Marc Schoenauer
2020	B	`conf`	Automated Machine Learning for Information Retrieval in Scientific Articles. CEC Hojjat Rakhshani, Bastien Latard, Mathieu Brévilliers, Jonathan Weber, Julien Lepagnot, Germain Forestier, Michel Hassenforder, Lhassane Idoumghar
2020	B	`conf`	Bypassing or flying above the obstacles? A novel multi-objective UAV path planning problem. CEC Mahmoud Golabi, Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Mathieu Brévilliers, Lhassane Idoumghar
2020	J	`jnl`	Bypassing or flying above the obstacles? A novel multi-objective UAV path planning problem. CoRR Mahmoud Golabi, Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Mathieu Brévilliers, Lhassane Idoumghar
2020	J	`jnl`	InceptionTime: Finding AlexNet for time series classification. Data Min. Knowl. Discov. Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
2020	B	`conf`	Neural Architecture Search for Time Series Classification. IJCNN Hojjat Rakhshani, Hassan Ismail Fawaz, Lhassane Idoumghar, Germain Forestier, Julien Lepagnot, Jonathan Weber, Mathieu Brévilliers, Pierre-Alain Muller
2020	J	`jnl`	On the performance of deep learning for numerical optimization: an application to protein structure prediction. CoRR Hojjat Rakhshani, Lhassane Idoumghar, Soheila Ghambari, Julien Lepagnot, Mathieu Brévilliers
2020	C	`conf`	On the use of human-assisted optimisation for the optimal camera placement problem and the surveillance of urban events. CoDIT Julien Kritter, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
2020	—	`conf`	Optimal Online Electric Vehicle Charging Scheduling in Unbalanced Three-Phase Power System. ICCSA (1) Imene Zaidi, Ammar Oulamara, Lhassane Idoumghar, Michel Basset
2020	—	`conf`	Optimization by Hybridization of Algorithms RGA and ILS to Solve the Container Stacking Problem at Tripoli-Lebanon Seaport. IEEM Nobar Kassabian, Zakaria Hammoudan, Olivier Grunder, Lhassane Idoumghar
2020	—	`conf`	Performance Analysis of RPL Protocols in LLN Network Using Friedman's Test. IoTSMS Novi Azman, Abdusy Syarif, Mohamed-el-Amine Brahmia, Jean-François Dollinger, Samir Ouchani, Lhassane Idoumghar
2020	—	`conf`	UAV path planning in the presence of static and dynamic obstacles. SSCI Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar
2019	—	`conf`	A Hybrid Evolutionary Algorithm for Offline UAV Path Planning. EA Soheila Ghambari, Lhassane Idoumghar, Laetitia Jourdan, Julien Lepagnot
2019	J	`jnl`	Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks. Int. J. Comput. Assist. Radiol. Surg. Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	J	`jnl`	Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	B	`conf`	Adversarial Attacks on Deep Neural Networks for Time Series Classification. IJCNN Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	J	`jnl`	Adversarial Attacks on Deep Neural Networks for Time Series Classification. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	B	`conf`	An Eigenvector-Enhanced Parallel Adaptive Differential Evolution for Electric Motor Design. ICTAI Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean
2019	—	`conf`	An Improved TLBO Algorithm for Solving UAV Path Planning Problem. SSCI Soheila Ghambari, Lhassane Idoumghar, Laetitia Jourdan, Julien Lepagnot
2019	—	`conf`	Augmentation de données pour la classification de séries temporelles par réseaux de neurones profonds résiduels. EGC Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	B	`conf`	Automatic Alignment of Surgical Videos Using Kinematic Data. AIME Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller
2019	J	`jnl`	Automatic alignment of surgical videos using kinematic data. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller
2019	B	`conf`	Deep Neural Network Ensembles for Time Series Classification. IJCNN Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	J	`jnl`	Deep Neural Network Ensembles for Time Series Classification. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	J	`jnl`	Deep learning for time series classification: a review. Data Min. Knowl. Discov. Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2019	—	`conf`	From Feature Selection to Continuous Optimization. EA Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
2019	J	`jnl`	From feature selection to continues optimization. CoRR Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
2019	J	`jnl`	GPU parallelization strategies for metaheuristics: a survey. Int. J. Parallel Emergent Distributed Syst. Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
2019	B	`conf`	Hybrid parameter adaptation strategy for differential evolution to solve real-world problems. CEC Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean
2019	J	`jnl`	InceptionTime: Finding AlexNet for Time Series Classification. CoRR Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
2019	C	`conf`	MAC: Many-objective Automatic Algorithm Configuration. EMO Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
2019	J	`jnl`	New Path Centrality Based on Operator Calculus Approach for Wireless Sensor Network Deployment. IEEE Trans. Emerg. Top. Comput. Abdusy Syarif, Abdelhafid Abouaissa, Lhassane Idoumghar, Pascal Lorenz, René Schott, G. Stacey Staples
2019	J	`jnl`	On the optimal placement of cameras for surveillance and the underlying set cover problem. Appl. Soft Comput. Julien Kritter, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
2019	C	`conf`	On the real-world applicability of state-of-the-art algorithms for the optimal camera placement problem. CoDIT Julien Kritter, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar
2019	J	`jnl`	Speed up differential evolution for computationally expensive protein structure prediction problems. Swarm Evol. Comput. Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
2019	C	`conf`	Transfer learning for the classification of video-recorded crowd movements. ISPA Mounir Bendali-Braham, Jonathan Weber, Germain Forestier, Lhassane Idoumghar, Pierre-Alain Muller
2018	B	`conf`	A Hybrid Differential Evolution Algorithm for Real World Problems. CEC Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Daniel Fodorean
2018	—	`conf`	A Hybrid Optimization Algorithm for Electric Motor Design. ICCS (2) Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Daniel Fodorean
2018	B	`conf`	A Novel Population Initialization Method Based on Support Vector Machine. SMC Edward C. Keedwell, Mathieu Brévilliers, Lhassane Idoumghar, Julien Lepagnot, Hojjat Rakhshani
2018	—	`conf`	A comparative study of meta-heuristic algorithms for solving UAV path planning. SSCI Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar
2018	B	`conf`	Accelerating Protein Structure Prediction Using Active Learning and Surrogate-Based Optimization. CEC Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Amin Rahati
2018	—	`conf`	Automatic hyperparameter selection in Autodock. BIBM Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Edward C. Keedwell
2018	J	`jnl`	Automatic hyperparameter selection in Autodock. CoRR Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Edward C. Keedwell
2018	J	`jnl`	Data augmentation using synthetic data for time series classification with deep residual networks. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2018	J	`jnl`	Deep learning for time series classification: a review. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2018	—	`conf`	Evaluating Surgical Skills from Kinematic Data Using Convolutional Neural Networks. MICCAI (4) Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2018	J	`jnl`	Evaluating surgical skills from kinematic data using convolutional neural networks. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2018	J	`jnl`	Hybrid differential evolution algorithms for the optimal camera placement problem. J. Syst. Inf. Technol. Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar, Maher Rebai, Julien Kritter
2018	—	`conf`	Optimal Economic Dispatch with Valve-Point Effect and Multiple Fuel Option via L-Shade Algorithm. SSD Mounira Hamdi, Lhassane Idoumghar, Mondher Chaoui, Abdennaceur Kachouri
2018	—	`conf`	Optimization Design of the BLDC Motor using Success-History based Adaptive Differential Evolution Algorithm. ICECOCS Imad Elomary, Ahmed Abbou, Lhassane Idoumghar, Bader Kassame
2018	J	`jnl`	Surgical motion analysis using discriminative interpretable patterns. Artif. Intell. Medicine Germain Forestier, François Petitjean, Pavel Senin, Fabien Despinoy, Arnaud Huaulmé, Hassan Ismail Fawaz, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Pierre Jannin
2018	—	`conf`	Transfer learning for time series classification. IEEE BigData Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2018	J	`jnl`	Transfer learning for time series classification. CoRR Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
2017	—	`conf`	A New High-Level Relay Hybrid Metaheuristic for Black-Box Optimization Problems. Artificial Evolution Julien Lepagnot, Lhassane Idoumghar, Mathieu Brévilliers, Maha Idrissi-Aouad
2017	J	`jnl`	Hybrid Differential Evolution Algorithm Employed for the Optimum Design of a High-Speed PMSM Used for EV Propulsion. IEEE Trans. Ind. Electron. Daniel Fodorean, Lhassane Idoumghar, Mathieu Brévilliers, Paul Minciunescu, Cristi Irimia
2017	—	`conf`	Improved Hybrid Iterative Tabu Search for QAP Using Distance Cooperation. Artificial Evolution Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot
2017	B	`conf`	MEmory Genetic Algorithm Hybridized for Zeolites. CEC Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot, Jean-Louis Paillaud
2017	J	`jnl`	Using a novel parallel genetic hybrid algorithm to generate and determine new zeolite frameworks. Comput. Chem. Eng. Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot, Jean-Louis Paillaud, Irena Deroche, Laurent A. Baumes, Pierre Collet
2016	J	`jnl`	A Survey on the Metaheuristics Applied to QAP for the Graphics Processing Units. Parallel Process. Lett. Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot
2016	—	`conf`	Data Exchange Topologies for the DISCO-HITS Algorithm to Solve the QAP. ICSIBO Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers
2016	—	`conf`	Fast Hybrid BSA-DE-SA Algorithm on GPU. ICSIBO Mathieu Brévilliers, Omar Abdelkafi, Julien Lepagnot, Lhassane Idoumghar
2016	—	`conf`	Hybrid Backtracking Search Optimization Algorithm and K-Means for Clustering in Wireless Sensor Networks. DASC/PiCom/DataCom/CyberSciTech N. M. Abdul Latiff, Nik Noordini Nik Abdul Malik, Lhassane Idoumghar
2016	—	`conf`	Search based software engineering on evolutionary multi-objective approach. ICC Abdusy Syarif, Abdelhafid Abouaissa, Lhassane Idoumghar, Achmad Kodar, Pascal Lorenz
2016	—	`ed.`	Swarm Intelligence Based Optimization - Second International Conference, ICSIBO 2016, Mulhouse, France, June 13-14, 2016, Revised Selected Papers ICSIBO Patrick Siarry, Lhassane Idoumghar, Julien Lepagnot
2015	Misc	`conf`	Comparison of Two Diversification Methods to Solve the Quadratic Assignment Problem. ICCS Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot
2015	B	`conf`	Distributed Multistart Hybrid Iterative Tabu Search. SMC Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot
2014	J	`jnl`	An Efficient Study of Scheduling Algorithms with Friedman Test in WiMAX Networks. Netw. Protoc. Algorithms Mohamed-el-Amine Brahmia, Abdusy Syarif, Abdelhafid Abouaissa, Lhassane Idoumghar, Pascal Lorenz
2014	—	`conf`	Evolutionary multi-objective based approach for wireless sensor network deployment. ICC Abdusy Syarif, Imene Benyahia, Abdelhafid Abouaissa, Lhassane Idoumghar, Riri Fitri Sari, Pascal Lorenz
2014	—	`conf`	Multi-level Parallelization for Hybrid ACO. ICSIBO Omar Abdelkafi, Julien Lepagnot, Lhassane Idoumghar
2014	B	`conf`	Performance analysis of evolutionary multi-objective based approach for deployment of wireless sensor network with the presence of fixed obstacles. GLOBECOM Abdusy Syarif, Abdelhafid Abouaissa, Lhassane Idoumghar, Riri Fitri Sari, Pascal Lorenz
2014	—	`conf`	Steps toward the design of hybrid metaheuristics for the multi-objective frequency assignment problem in broadcasting. ISTT Akram Bedoui, Philippe Debreux, Lhassane Idoumghar, René Schott, Thierry Schott
2014	—	`ed.`	Swarm Intelligence Based Optimization - First International Conference, ICSIBO 2014, Mulhouse, France, May 13-14, 2014. Revised Selected Papers ICSIBO Patrick Siarry, Lhassane Idoumghar, Julien Lepagnot
2013	J	`jnl`	Hybrid ICA-PSO algorithm for continuous optimization. Appl. Math. Comput. Lhassane Idoumghar, Nicolas Chérin, Patrick Siarry, Robin Roche, Abdellatif Miraoui
2013	B	`conf`	Hybrid Imperialist Competitive Algorithm with Simplex Approach: Application to Electric Motor Design. SMC Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean
2013	J	`jnl`	Motorization for an Electric Scooter by Using Permanent-Magnet Machines Optimized Based on a Hybrid Metaheuristic Algorithm. IEEE Trans. Veh. Technol. Daniel Fodorean, Lhassane Idoumghar, Loránd Szabó
2011	J	`jnl`	Hybrid PSO-SA Type Algorithms for Multimodal Function Optimization and Reducing Energy Consumption in Embedded Systems. Appl. Comput. Intell. Soft Comput. Lhassane Idoumghar, Mahmoud Melkemi, René Schott, Maha Idrissi-Aouad
2011	—	`conf`	Imperialist Competitive Algorithm for Dynamic Optimization of Economic Dispatch in Power Systems. Artificial Evolution Robin Roche, Lhassane Idoumghar, Benjamin Blunier, Abdellatif Miraoui
2011	C	`conf`	Optimized fuel cell array energy management using multi-agent systems. IAS Robin Roche, Lhassane Idoumghar, Benjamin Blunier, Abdellatif Miraoui
2010	—	`conf`	A Geometric Data Structure Applicable to Image Mining and Retrieval. ICIAR (1) Thomas Iwaszko, Mahmoud Melkemi, Lhassane Idoumghar
2010	—	`conf`	Metropolis Particle Swarm Optimization Algorithm with Mutation Operator for Global Optimization Problems. ICTAI (1) Lhassane Idoumghar, Maha Idrissi-Aouad, Mahmoud Melkemi, René Schott
2009	J	`jnl`	Two Distributed Algorithms for the Frequency Assignment Problem in the Field of Radio Broadcasting. IEEE Trans. Broadcast. Lhassane Idoumghar, René Schott
2007	—	`conf`	Pattern Retrieval from a Cloud of Points Using Geometric Concepts. ICIAR Lhassane Idoumghar, Mahmoud Melkemi
2007	—	`conf`	Voronoi diagram based on a non-convex pattern: an application to extract patterns from a cloud of points. ISVD Lhassane Idoumghar, Mahmoud Melkemi
2006	B	`conf`	A New Hybrid GA-MDP Algorithm For The Frequency Assignment Problem. ICTAI Lhassane Idoumghar, René Schott
2004	J	`jnl`	Application Of Markov Decision Processes To The Frequency Assignment Problem. Appl. Artif. Intell. Jean-Yves Greff, Lhassane Idoumghar, René Schott
2002	—	`—`	Méthodes algorithmiques pour l'allocation de fréquences. (Algorithmic Methods for Frequency Assignment). Lhassane Idoumghar
2002	J	`jnl`	New hybrid genetic algorithms for the frequency assignment problem. IEEE Trans. Broadcast. Miguel Alabau, Lhassane Idoumghar, René Schott
2002	J	`jnl`	New modeling approach to the frequency assignment problem in broadcasting. IEEE Trans. Broadcast. Lhassane Idoumghar, Philippe Debreux
2001	B	`conf`	New Hybrid Genetic Algorithms for the Frequency Assignment Problem. ICTAI Miguel Alabau, Lhassane Idoumghar, René Schott