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ORCIDLhassane Idoumghar
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2020 – today
- 2024
[j35]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: 109931 (2024)- [j34]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): 22-37 (2024) - [j33]Sarra Rouabhi, Abdennour Azerine, Redouane Tlemsani, Mokhtar Essaid, Lhassane Idoumghar:
Conv-ViT fusion for improved handwritten Arabic character classification. Signal Image Video Process. 18(S1): S355-S372 (2024) - [c93]Abdennour Azerine, Ammar Oulamara, Michel Basset, Lhassane Idoumghar:
Improved Methods for Solving the Electric Vehicle Charging Scheduling Problem to Maximize the Delive. CEC 2024: 1-8 - [c92]Abdennour Azerine, Ammar Oulamara, Imene Zaidi, Michel Basset, Lhassane Idoumghar:
Energy Maximization for Electric Vehicle Charging Scheduling: Meta-heuristic Approaches. CoDIT 2024: 1-6 - [c91]Mounira Hamdi, Lhassane Idoumghar, Mondher Chaoui, Abdennaceur Kachouri:
Distributed State Variables Estimation Algorithm for Large Scale Power Systems. CoDIT 2024: 1703-1708 - [c90]Muhammad Sulaman, Mahmoud Golabi, Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar:
Multi-surrogate assisted differential evolution for edge-based facility location problem. CoDIT 2024: 2301-2306 - [c89]Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar:
Robust Neural Architecture Search Using Differential Evolution for Medical Images. EvoApplications@EvoStar 2024: 163-179 - [c88]Abdennour Azerine, Mahmoud Golabi, Ammar Oulamara, Lhassane Idoumghar:
Enhancing Electric Vehicle Charging Schedules: A Surrogate-Assisted Approach. GECCO Companion 2024: 183-186 - [c87]Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar:
Evolutionary Neural Architecture Search for 2D and 3D Medical Image Classification. ICCS (2) 2024: 131-146 - [c86]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: 1-6 - 2023
- [j32]Kazem Talaei, Amin Rahati, Lhassane Idoumghar:
HSGS: A hybrid of harmony search algorithm and golden section for data clustering. Expert Syst. Appl. 224: 119954 (2023) - [j31]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): 151 (2023) - [j30]Imene Zaidi, Ammar Oulamara, Lhassane Idoumghar, Michel Basset:
Electric Vehicle Charging Scheduling Problem: Heuristics and Metaheuristic Approaches. SN Comput. Sci. 4(3): 283 (2023) - [j29]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: 100855 (2023) - [c85]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: 1-8 - [c84]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: 1-8 - [c83]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: 525-530 - [c82]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: 263-266 - [c81]Khaoula Zaimen, Laurent Moalic, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar:
Connectivity Repair Heuristics for Stationary Wireless Sensor Networks. ICC 2023: 4804-4809 - [c80]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: 123-137 - [c79]Kenza Riahi, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar:
A Comparative Study of Blockchain Development Platforms. ICCIP 2023: 555-561 - [c78]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: 377-384 - [c77]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: 404-409 - [c76]Bushra Canaan, Bruno Colicchio, Djaffar Ould Abdeslam, Lhassane Idoumghar:
LSTM Networks for Cyber-physical Attack Diagnoses in Microgrids. ISIE 2023: 1-6 - [c75]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: 1124-1129 - [c74]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: 1-4 - [c73]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: 1-6 - [e4]Pierrick Legrand, Arnaud Liefooghe, Edward C. Keedwell, Julien Lepagnot, Lhassane Idoumghar, Nicolas Monmarché, Evelyne Lutton:
Artificial Evolution - 15th International Conference, Évolution Artificielle, EA 2022, Exeter, UK, October 31 - November 2, 2022, Revised Selected Papers. Lecture Notes in Computer Science 14091, Springer 2023, ISBN 978-3-031-42615-5 [contents] - 2022
- [j28]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: 113294-113329 (2022) - [j27]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: 108717 (2022) - [j26]Mahmoud Golabi, Seyed Mahdi Shavarani, Lhassane Idoumghar:
A congested capacitated location problem with continuous network demand. RAIRO Oper. Res. 56(5): 3561-3579 (2022) - [j25]Soheila Ghambari, Hojjat Rakhshani, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar:
Unbalanced budget distribution for automatic algorithm configuration. Soft Comput. 26(3): 1315-1330 (2022) - [c72]Gautier Pialla, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Germain Forestier:
Data Augmentation for Time Series Classification with Deep Learning Models. AALTD@ECML/PKDD 2022: 117-132 - [c71]Imene Zaidi, Ammar Oulamara, Lhassane Idoumghar, Michel Basset:
Maximizing the Number of Satisfied Charging Demands in Electric Vehicle Charging Scheduling Problem. EA 2022: 89-102 - [c70]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: 173-186 - [c69]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: 187-200 - [c68]Mahmoud Golabi, Lhassane Idoumghar, Jamal Arkat:
A bi-objective single-server congested edge-based facility location problem under disruption. CEC 2022: 1-8 - [c67]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: 872-877 - [c66]Kenza Riahi, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar:
APBFT: An Adaptive PBFT Consensus for Private Blockchains. GLOBECOM 2022: 1788-1793 - [c65]Kenza Riahi, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar:
FPBFT: A Fast PBFT Protocol for Private Blockchains. IOTSMS 2022: 1-8 - [c64]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: 28-32 - [c63]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: 493-499 - [c62]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: 485-496 - [c61]Kenza Riahi, Mohamed-el-Amine Brahmia, Abdelhafid Abouaissa, Lhassane Idoumghar:
A Reinforcement Learning-Based Node Selection for PBFT Consensus. SDS 2022: 1-3 - 2021
- [j24]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: 142114-142128 (2021) - [j23]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: 107596 (2021) - [j22]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): 2069-2091 (2021) - [c60]Imene Zaidi, Ammar Oulamara, Lhassane Idoumghar, Michel Basset:
Hybrid Heuristic and Metaheuristic for Solving Electric Vehicle Charging Scheduling Problem. EvoCOP 2021: 219-235 - [c59]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: 47-58 - [c58]Mounir Bendali-Braham, Jonathan Weber, Germain Forestier, Lhassane Idoumghar, Pierre-Alain Muller:
Ensemble classification of video-recorded crowd movements. ISPA 2021: 152-158 - [c57]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: 88-100 - 2020
- [j21]Kazem Talaei, Amin Rahati, Lhassane Idoumghar:
A novel harmony search algorithm and its application to data clustering. Appl. Soft Comput. 92: 106273 (2020) - [j20]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): 1936-1962 (2020) - [c56]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: 1-8 - [c55]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: 1-7 - [c54]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: 1000-1005 - [c53]Imene Zaidi, Ammar Oulamara, Lhassane Idoumghar, Michel Basset:
Optimal Online Electric Vehicle Charging Scheduling in Unbalanced Three-Phase Power System. ICCSA (1) 2020: 90-106 - [c52]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: 106-111 - [c51]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: 48-53 - [c50]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: 1-8 - [c49]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: 1-6 - [c48]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: 1-6 - [c47]Ghina Saad, Hassan Harb, Abdelhafid Abouaissa, Lhassane Idoumghar, Nour Charara:
An Efficient Hadoop-Based Framework for Data Storage and Fault Recovering in Large-Scale Multimedia Sensor Networks. IWCMC 2020: 316-321 - [c46]Maxime Pinard, Laurent Moalic, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar:
A Memetic Approach for the Unicost Set Covering Problem. LION 2020: 233-248 - [c45]Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar:
UAV path planning in the presence of static and dynamic obstacles. SSCI 2020: 465-472 - [e3]Lhassane Idoumghar, Pierrick Legrand, Arnaud Liefooghe, Evelyne Lutton, Nicolas Monmarché, Marc Schoenauer:
Artificial Evolution - 14th International Conference, Évolution Artificielle, EA 2019, Mulhouse, France, October 29-30, 2019, Revised Selected Papers. Lecture Notes in Computer Science 12052, Springer 2020, ISBN 978-3-030-45714-3 [contents] - [i13]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 abs/2004.08279 (2020) - [i12]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 abs/2012.09741 (2020)
2010 – 2019
- 2019
- [j19]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: 133-153 (2019) - [j18]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): 1611-1617 (2019) - [j17]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): 917-963 (2019) - [j16]Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers:
GPU parallelization strategies for metaheuristics: a survey. Int. J. Parallel Emergent Distributed Syst. 34(5): 497-522 (2019) - [j15]Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers:
Speed up differential evolution for computationally expensive protein structure prediction problems. Swarm Evol. Comput. 50 (2019) - [j14]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): 162-173 (2019) - [c44]Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers:
From Feature Selection to Continuous Optimization. EA 2019: 1-12 - [c43]Soheila Ghambari, Lhassane Idoumghar, Laetitia Jourdan, Julien Lepagnot:
A Hybrid Evolutionary Algorithm for Offline UAV Path Planning. EA 2019: 205-218 - [c42]Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller:
Automatic Alignment of Surgical Videos Using Kinematic Data. AIME 2019: 104-113 - [c41]Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean:
Hybrid parameter adaptation strategy for differential evolution to solve real-world problems. CEC 2019: 3030-3036 - [c40]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: 1103-1108 - [c39]Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers:
MAC: Many-objective Automatic Algorithm Configuration. EMO 2019: 241-253 - [c38]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: 375-376 - [c37]Mokhtar Essaid, Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean:
An Eigenvector-Enhanced Parallel Adaptive Differential Evolution for Electric Motor Design. ICTAI 2019: 713-720 - [c36]Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller:
Deep Neural Network Ensembles for Time Series Classification. IJCNN 2019: 1-6 - [c35]Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller:
Adversarial Attacks on Deep Neural Networks for Time Series Classification. IJCNN 2019: 1-8 - [c34]Mounir Bendali-Braham, Jonathan Weber, Germain Forestier, Lhassane Idoumghar, Pierre-Alain Muller:
Transfer learning for the classification of video-recorded crowd movements. ISPA 2019: 271-276 - [c33]Soheila Ghambari, Lhassane Idoumghar, Laetitia Jourdan, Julien Lepagnot:
An Improved TLBO Algorithm for Solving UAV Path Planning Problem. SSCI 2019: 2261-2268 - [i11]Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller:
Deep Neural Network Ensembles for Time Series Classification. CoRR abs/1903.06602 (2019) - [i10]Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller:
Adversarial Attacks on Deep Neural Networks for Time Series Classification. CoRR abs/1903.07054 (2019) - [i9]Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, François Petitjean, Lhassane Idoumghar, Pierre-Alain Muller:
Automatic alignment of surgical videos using kinematic data. CoRR abs/1904.07302 (2019) - [i8]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 abs/1908.07319 (2019) - [i7]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 abs/1909.04939 (2019) - [i6]Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers:
From feature selection to continues optimization. CoRR abs/1909.09444 (2019) - 2018
- [j13]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: 3-11 (2018) - [j12]Mathieu Brévilliers, Julien Lepagnot, Lhassane Idoumghar, Maher Rebai, Julien Kritter:
Hybrid differential evolution algorithms for the optimal camera placement problem. J. Syst. Inf. Technol. 20(4): 446-467 (2018) - [c32]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: 537-542 - [c31]Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Edward C. Keedwell:
Automatic hyperparameter selection in Autodock. BIBM 2018: 734-738 - [c30]Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller:
Transfer learning for time series classification. IEEE BigData 2018: 1367-1376 - [c29]Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Daniel Fodorean:
A Hybrid Differential Evolution Algorithm for Real World Problems. CEC 2018: 1-7 - [c28]Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Amin Rahati:
Accelerating Protein Structure Prediction Using Active Learning and Surrogate-Based Optimization. CEC 2018: 1-6 - [c27]Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Daniel Fodorean:
A Hybrid Optimization Algorithm for Electric Motor Design. ICCS (2) 2018: 501-517 - [c26]Imad Elomary, Ahmed Abbou, Lhassane Idoumghar, Bader Kassame:
Optimization Design of the BLDC Motor using Success-History based Adaptive Differential Evolution Algorithm. ICECOCS 2018: 1-5 - [c25]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: 214-221 - [c24]Edward C. Keedwell, Mathieu Brévilliers, Lhassane Idoumghar, Julien Lepagnot, Hojjat Rakhshani:
A Novel Population Initialization Method Based on Support Vector Machine. SMC 2018: 751-756 - [c23]Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar:
A comparative study of meta-heuristic algorithms for solving UAV path planning. SSCI 2018: 174-181 - [i5]Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller:
Evaluating surgical skills from kinematic data using convolutional neural networks. CoRR abs/1806.02750 (2018) - [i4]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 abs/1808.02455 (2018) - [i3]Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller:
Deep learning for time series classification: a review. CoRR abs/1809.04356 (2018) - [i2]Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller:
Transfer learning for time series classification. CoRR abs/1811.01533 (2018) - [i1]Hojjat Rakhshani, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Edward C. Keedwell:
Automatic hyperparameter selection in Autodock. CoRR abs/1812.02618 (2018) - 2017
- [j11]Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot, Jean-Louis Paillaud, Irena Deroche, Laurent A. Baumes, Pierre Collet:
Using a novel parallel genetic hybrid algorithm to generate and determine new zeolite frameworks. Comput. Chem. Eng. 98: 50-60 (2017) - [j10]Daniel Fodorean, Lhassane Idoumghar, Mathieu Brévilliers, Paul Minciunescu, Cristi Irimia:
Hybrid Differential Evolution Algorithm Employed for the Optimum Design of a High-Speed PMSM Used for EV Propulsion. IEEE Trans. Ind. Electron. 64(12): 9824-9833 (2017) - [c22]Julien Lepagnot, Lhassane Idoumghar, Mathieu Brévilliers, Maha Idrissi-Aouad:
A New High-Level Relay Hybrid Metaheuristic for Black-Box Optimization Problems. Artificial Evolution 2017: 115-128 - [c21]Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot:
Improved Hybrid Iterative Tabu Search for QAP Using Distance Cooperation. Artificial Evolution 2017: 129-143 - [c20]Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot, Jean-Louis Paillaud:
MEmory Genetic Algorithm Hybridized for Zeolites. CEC 2017: 233-240 - 2016
- [j9]Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot:
A Survey on the Metaheuristics Applied to QAP for the Graphics Processing Units. Parallel Process. Lett. 26(3): 1650013:1-1650013:20 (2016) - [c19]N. M. Abdul Latiff, Nik Noordini Nik Abdul Malik, Lhassane Idoumghar:
Hybrid Backtracking Search Optimization Algorithm and K-Means for Clustering in Wireless Sensor Networks. DASC/PiCom/DataCom/CyberSciTech 2016: 558-564 - [c18]Abdusy Syarif, Abdelhafid Abouaissa, Lhassane Idoumghar, Achmad Kodar, Pascal Lorenz:
Search based software engineering on evolutionary multi-objective approach. ICC 2016: 1-6 - [c17]Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers:
Data Exchange Topologies for the DISCO-HITS Algorithm to Solve the QAP. ICSIBO 2016: 57-64 - [c16]Mathieu Brévilliers, Omar Abdelkafi, Julien Lepagnot, Lhassane Idoumghar:
Fast Hybrid BSA-DE-SA Algorithm on GPU. ICSIBO 2016: 75-86 - [e2]Patrick Siarry, Lhassane Idoumghar, Julien Lepagnot:
Swarm Intelligence Based Optimization - Second International Conference, ICSIBO 2016, Mulhouse, France, June 13-14, 2016, Revised Selected Papers. Lecture Notes in Computer Science 10103, Springer 2016, ISBN 978-3-319-50306-6 [contents] - 2015
- [c15]Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot:
Comparison of Two Diversification Methods to Solve the Quadratic Assignment Problem. ICCS 2015: 2703-2707 - [c14]Omar Abdelkafi, Lhassane Idoumghar, Julien Lepagnot:
Distributed Multistart Hybrid Iterative Tabu Search. SMC 2015: 1962-1967 - 2014
- [j8]Mohamed-el-Amine Brahmia, Abdusy Syarif, Abdelhafid Abouaissa, Lhassane Idoumghar, Pascal Lorenz:
An Efficient Study of Scheduling Algorithms with Friedman Test in WiMAX Networks. Netw. Protoc. Algorithms 6(4): 41-59 (2014) - [c13]Abdusy Syarif, Abdelhafid Abouaissa, Lhassane Idoumghar, Riri Fitri Sari, Pascal Lorenz:
Performance analysis of evolutionary multi-objective based approach for deployment of wireless sensor network with the presence of fixed obstacles. GLOBECOM 2014: 1-6 - [c12]Abdusy Syarif, Imene Benyahia, Abdelhafid Abouaissa, Lhassane Idoumghar, Riri Fitri Sari, Pascal Lorenz:
Evolutionary multi-objective based approach for wireless sensor network deployment. ICC 2014: 1831-1836 - [c11]Omar Abdelkafi, Julien Lepagnot, Lhassane Idoumghar:
Multi-level Parallelization for Hybrid ACO. ICSIBO 2014: 60-67 - [c10]Akram Bedoui, Philippe Debreux, Lhassane Idoumghar, René Schott, Thierry Schott:
Steps toward the design of hybrid metaheuristics for the multi-objective frequency assignment problem in broadcasting. ISTT 2014: 208-213 - [e1]Patrick Siarry, Lhassane Idoumghar, Julien Lepagnot:
Swarm Intelligence Based Optimization - First International Conference, ICSIBO 2014, Mulhouse, France, May 13-14, 2014. Revised Selected Papers. Lecture Notes in Computer Science 8472, Springer 2014, ISBN 978-3-319-12969-3 [contents] - 2013
- [j7]Lhassane Idoumghar, Nicolas Chérin, Patrick Siarry, Robin Roche, Abdellatif Miraoui:
Hybrid ICA-PSO algorithm for continuous optimization. Appl. Math. Comput. 219(24): 11149-11170 (2013) - [j6]Daniel Fodorean, Lhassane Idoumghar, Loránd Szabó:
Motorization for an Electric Scooter by Using Permanent-Magnet Machines Optimized Based on a Hybrid Metaheuristic Algorithm. IEEE Trans. Veh. Technol. 62(1): 39-49 (2013) - [c9]Julien Lepagnot, Lhassane Idoumghar, Daniel Fodorean:
Hybrid Imperialist Competitive Algorithm with Simplex Approach: Application to Electric Motor Design. SMC 2013: 2454-2459 - 2011
- [j5]Lhassane Idoumghar, Mahmoud Melkemi, René Schott, Maha Idrissi-Aouad:
Hybrid PSO-SA Type Algorithms for Multimodal Function Optimization and Reducing Energy Consumption in Embedded Systems. Appl. Comput. Intell. Soft Comput. 2011: 138078:1-138078:12 (2011) - [c8]Robin Roche, Lhassane Idoumghar, Benjamin Blunier, Abdellatif Miraoui:
Imperialist Competitive Algorithm for Dynamic Optimization of Economic Dispatch in Power Systems. Artificial Evolution 2011: 217-228 - [c7]Robin Roche, Lhassane Idoumghar, Benjamin Blunier, Abdellatif Miraoui:
Optimized fuel cell array energy management using multi-agent systems. IAS 2011: 1-8 - 2010
- [c6]Thomas Iwaszko, Mahmoud Melkemi, Lhassane Idoumghar:
A Geometric Data Structure Applicable to Image Mining and Retrieval. ICIAR (1) 2010: 364-373 - [c5]Lhassane Idoumghar, Maha Idrissi-Aouad, Mahmoud Melkemi, René Schott:
Metropolis Particle Swarm Optimization Algorithm with Mutation Operator for Global Optimization Problems. ICTAI (1) 2010: 35-42
2000 – 2009
- 2009
- [j4]Lhassane Idoumghar, René Schott:
Two Distributed Algorithms for the Frequency Assignment Problem in the Field of Radio Broadcasting. IEEE Trans. Broadcast. 55(2): 223-229 (2009) - 2007
- [c4]Lhassane Idoumghar, Mahmoud Melkemi:
Pattern Retrieval from a Cloud of Points Using Geometric Concepts. ICIAR 2007: 460-468 - [c3]Lhassane Idoumghar, Mahmoud Melkemi:
Voronoi diagram based on a non-convex pattern: an application to extract patterns from a cloud of points. ISVD 2007: 282-287 - 2006
- [c2]Lhassane Idoumghar, René Schott:
A New Hybrid GA-MDP Algorithm For The Frequency Assignment Problem. ICTAI 2006: 18-25 - 2004
- [j3]Jean-Yves Greff, Lhassane Idoumghar, René Schott:
Application Of Markov Decision Processes To The Frequency Assignment Problem. Appl. Artif. Intell. 18(8): 761-773 (2004) - 2002
- [b1]Lhassane Idoumghar:
Méthodes algorithmiques pour l'allocation de fréquences. (Algorithmic Methods for Frequency Assignment). Henri Poincaré University, Nancy, France, 2002 - [j2]Miguel Alabau, Lhassane Idoumghar, René Schott:
New hybrid genetic algorithms for the frequency assignment problem. IEEE Trans. Broadcast. 48(1): 27-34 (2002) - [j1]Lhassane Idoumghar, Philippe Debreux:
New modeling approach to the frequency assignment problem in broadcasting. IEEE Trans. Broadcast. 48(4): 293-298 (2002) - 2001
- [c1]Miguel Alabau, Lhassane Idoumghar, René Schott:
New Hybrid Genetic Algorithms for the Frequency Assignment Problem. ICTAI 2001: 136-
Coauthor Index
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