Publications

2023 (6)

  • inproceedings - ADS-B anomaly detection in the surveillance of low-altitude aircrafts
    11th OpenSky Symposium (2023) / Toulouse, France (Publisher : TU Delft, Delft University of Technology, Volume 1, Issue 2, 2023, Pages pages 5)
    Pirolley, Melvyn | Couturier, Raphael | Salomon, Michel | Ambert, Fabrice
    pdf | doi | bibtex
  • inproceedings - Noise Analysis to Guide Denoising of Scanning Electron Microscopy Images
    9th IEEE International Conference on Control, Decision and Information Technologies (CoDIT 2023) / Roma, Italy (2023, Pages pages 6)
    Rahman, Sheikh Shah Mohammad Motiur | Salomon, Michel | Dembele, Sounkalo
    pdf | bibtex
  • inproceedings - Correlation between types of obstacles and stress level of blind people in outdoor navigation
    19th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC 2023) / Marrakech, Morocco (2023, Pages pages 6)
    Keryakos, Youssef | Bou Issa, Youssef | Salomon, Michel | Makhoul, Abdallah
    pdf | doi | bibtex
  • article - Deep learning and gradient boosting for urban environmental noise monitoring in smart cities
    Expert Systems with Applications (Volume 218, may 2023, Pages :119568 (12))
    Renaud, Jérémy | Karam, Ralph | Salomon, Michel | Couturier, Raphael
  • article - Automatic classification of patients with myocardial infarction or myocarditis based only on clinical data: A quick response
    Plos One (Volume 18, Issue (), may 2023, Pages :18)
    Rahman, Sheikh Shah Mohammad Motiur | Chen, Zhihao | Lalande, Alain | Decourselle, Thomas | Cochet, Alexandre | Pommier, Thibaut | Cottin, Yves | Salomon, Michel | Couturier, Raphael
  • inproceedings - Machine Learning Aided Classification of Noise Distribution in Scanning Electron Microscopy Images
    3rd IEEE International Conference on Computer, Control and Robotics (ICCCR 2023) / Shanghai, China (2023, Pages pages 5)
    Rahman, Sheikh Shah Mohammad Motiur | Salomon, Michel | Dembele, Sounkalo
    pdf | doi | bibtex

2022 (5)

  • inproceedings - MAPFASTER: A Faster and Simpler Take on Multi-Agent Path Finding Algorithm Selection
    IEEE RSJ International Conference on Intelligent Robots and Systems (IROS 2022) / Kyoto, Japan (2022)
    Alkazzi, Jean-Marc | Rizk, Anthony | Salomon, Michel | Makhoul, Abdallah
    pdf | bibtex
  • article - Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge
    Medical Image Analysis (Volume 79, jul 2022, Pages :102428 (12))
    Lalande, Alain | Chen, Zhihao | Pommier, Thibaut | Decourselle, Thomas | Qayyum, Abdul | Salomon, Michel | Ginhac, Dominique | Skandarani, Nadia | Boucher, Arnaud | Brahim, Khawla | de Bruijne, Marleen | Camarasa, Robin | Correia, Teresa | Feng, Xue | Girum, Kibrom B. | Hennemuth, Anja | Huellebrand, Markus | Hussain, Raabid | Ivanstits, Matthias | Ma, Jun | Meyer, Craig | Sharma, Rishabh | Shi, Jixi | Tsekos, Nikolaos V. | Varela, Marta | Wang, Xiyue | Yang, Sen | Zhang, Hannu | Zhang, Yichi | Zhou, Yuncheng | Zhuang, Xiahai | Couturier, Raphael | Meriaudeau, Fabrice
  • article - Prediction of Myocardial Infarction From Patient Features With Machine Learning
    Frontiers in Cardiovascular Medicine (Volume 9, mar 2022, Pages :754609 (13))
    Chen, Zhihao | Shi, Jixi | Pommier, Thibaut | Cottin, Yves | Salomon, Michel | Decourselle, Thomas | Lalande, Alain | Couturier, Raphael
  • inproceedings - Supervised ADS-B Anomaly Detection Using A False Data Generator
    IEEE International Conference on Computer, Control and Robotics (ICCCR 2022) / Shanghai, China (2022, Pages pages 218 - 223)
    Karam, Ralph | Salomon, Michel | Couturier, Raphael
    pdf | doi | bibtex
  • article - Automatic deep learning-based myocardial infarction segmentation from delayed enhancement MRI
    Computerized Medical Imaging and Graphics (Volume 95, jan 2022, Pages :102014 (9))
    Chen, Zhihao | Lalande, Alain | Salomon, Michel | Decourselle, Thomas | Pommier, Thibaut | Qayyum, Abdul | Shi, Jixi | Perrot, Gilles | Couturier, Raphael

2021 (2)

  • misc - Some applications of deep learning from image security, to medical image, through IoT physiological signal
    (apr 2021)
    Couturier, Raphael | Salomon, Michel
    bibtex
  • inproceedings - Using Deep Learning for Object Distance Prediction in Digital Holography
    IEEE International Conference on Computer, Control and Robotics (ICCCR 2021) / Shanghaï, China (2021, Pages pages 231 - 235)
    Couturier, Raphael | Salomon, Michel | Abou Jaoude, Chady | Abou Zeid, Elie
    pdf | doi | bibtex

2020 (3)

  • article - Emidec: A Database Usable for the Automatic Evaluation of Myocardial Infarction from Delayed-Enhancement Cardiac MRI
    Data (Volume 5, Issue (4), dec 2020, Pages :89 (8))
    Lalande, Alain | Chen, Zhihao | Decourselle, Thomas | Qayyum, Abdul | Pommier, Thibaut | Lorgis, Luc | de la Rosa, Ezequiel | Cochet, Alexandre | Cottin, Yves | Ginhac, Dominique | Salomon, Michel | Couturier, Raphael | Meriaudeau, Fabrice
  • inproceedings - Myocardial Infarction Segmentation From Late Gadolinium Enhancement MRI By Neural Networks and Prior Information
    International Join Conference on Neural Network (IJCNN 2020) / Glasgow, United Kingdom (2020, Pages pages 8)
    Chen, Zhihao | Lalande, Alain | Salomon, Michel | Decourselle, Thomas | Pommier, Thibaut | Perrot, Gilles | Couturier, Raphael
    pdf | doi | bibtex
  • inproceedings - A Comparative Study of Deep Learning Architectures for Detection of Anomalous ADS-B Messages
    7th IEEE International Conference on Control, Decision and Information Technologies (CoDIT 2020) / Prague, Czech Republic (2020, Pages pages 241 - 246)
    Karam, Ralph | Salomon, Michel | Couturier, Raphael
    pdf | doi | bibtex

2019 (2)

  • article - Ancestral Reconstruction and Investigations of Genomic Recombination on some Pentapetalae Chloroplasts
    Journal of Integrative Bioinformatics (Volume 16, Issue (4), dec 2019, Pages :20180057 (15))
    Guyeux, Christophe | Salomon, Michel | Al-Nuaimi, Bashar | Alkindy, Bassam | Couchot, Jean-François
  • inproceedings - Analyzing stress situations for blind people
    15th International Conference on Signal image technology & internet based systems (SITIS 2019) / Sorrento, Italy (2019, Pages pages 454 - 461)
    Keryakos, Youssef | Bou Issa, Youssef | Makhoul, Abdallah | Salomon, Michel
    pdf | doi | bibtex

2018 (5)

  • inproceedings - Image Denoising Using a Deep Encoder-Decoder Network with Skip Connections
    25th International Conference on Neural Information Processing (2018) / Siem Reap, Cambodia (Volume 11306, Series Lecture Notes in Computer Science (LNCS), 2018, Pages pages 554 - 565)
    Couturier, Raphael | Perrot, Gilles | Salomon, Michel
    pdf | doi | bibtex
  • phdthesis - On the use of neural networks to solve problems. From multilayer perceptron to deep learning and reservoir computing
    (oct 2018)
    Salomon, Michel
    pdf | bibtex
  • article - Comparison of metaheuristics to measure gene effects on phylogenetic supports and topologies
    BMC Bioinformatics (Volume 19, Issue (suppl 7), jul 2018, Pages :89 - 107)
    Garnier, Régis | Guyeux, Christophe | Couchot, Jean-François | Salomon, Michel | Al-Nuaimi, Bashar | Alkindy, Bassam
  • article - Multiround Distributed Lifetime Coverage Optimization protocol in wireless sensor networks
    The Journal of Supercomputing (Volume 74, Issue (5), may 2018, Pages :1949 - 1972)
    Idrees, Ali Kadhum | Deschinkel, Karine | Salomon, Michel | Couturier, Raphael
  • article - On the reconstruction of the ancestral bacterial genomes in genus Mycobacterium and Brucella
    BMC Systems Biology (Volume 12, Issue (5), 2018, Pages :100 - 121)
    Guyeux, Christophe | Al-Nuaimi, Bashar | Alkindy, Bassam | Couchot, Jean-François | Salomon, Michel

2017 (3)

  • article - Steganalysis via a convolutional neural network using large convolution filters for embedding process with same stego key: A deep learning approach for telemedicine
    European Research in Telemedicine / La Recherche Européenne en Télémédecine (Volume 6, Issue (2), jul 2017, Pages :79 - 92)
    Salomon, Michel | Couturier, Raphael | Guyeux, Christophe | Couchot, Jean-François | Bahi, Jacques
  • inproceedings - Improving Blind Steganalysis in Spatial Domain using a Criterion to Choose the Appropriate Steganalyzer between CNN and SRM+EC
    32nd International Conference on ICT Systems Security and Privacy Protection (IFIP SEC 2017) / Roma, Italy (Volume 502, Series IFIP Advances in Information and Communication Technology (IFIP AICT), 2017, Pages pages 327 - 340)
    Couchot, Jean-François | Couturier, Raphael | Salomon, Michel
    pdf | doi | bibtex
  • inproceedings - On the Ability to Reconstruct Ancestral Genomes from Mycobacterium Genus
    5th International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO 2017) / Granada, Spain (2017, Pages pages 12)
    Guyeux, Christophe | Al-Nuaimi, Bashar | Alkindy, Bassam | Couchot, Jean-François | Salomon, Michel
    pdf | bibtex

2016 (4)

  • inproceedings - Relation between Gene Content and Taxonomy in Chloroplasts
    1st Internaitonal Conference on Biomedical Signal and Bioinformatics (ICBSB 2016) / Auckland, New Zealand (Volume 7, Issue 1, 2016, Pages pages 41 - 50)
    Al-Nuaimi, Bashar | Guyeux, Christophe | Alkindy, Bassam | Couchot, Jean-François | Salomon, Michel
    pdf | doi | bibtex
  • inproceedings - Echo State Networks-based Reservoir Computing for MNIST Handwritten Digits Recognition
    19th International Conference on Computational Science and Engineering (CSE 2016) - IEEE / Paris, France (Publisher : IEEE, 2016, Pages pages 484 - 491)
    Schaetti, Nils | Salomon, Michel | Couturier, Raphael
    pdf | doi | bibtex
  • article - Development of a 4D numerical chest phantom with customizable breathing
    Physica Medica: European Journal of Medical Physics (Volume 32, Issue (6), jun 2016, Pages :795 - 800)
    Leni, Pierre-Emmanuel | Laurent, Rémy | Salomon, Michel | Gschwind, Régine | Makovicka, Libor | Henriet, Julien
  • article - Perimeter-based coverage optimization to improve lifetime in wireless sensor networks
    Engineering Optimization (Volume 48, Issue (11), mar 2016, Pages :1951 - 1972)
    Idrees, Ali Kadhum | Deschinkel, Karine | Salomon, Michel | Couturier, Raphael

2015 (6)

  • article - Distributed lifetime coverage optimization protocol in wireless sensor networks
    The Journal of Supercomputing (Volume 71, Issue (12), dec 2015, Pages :4578 - 4593)
    Idrees, Ali Kadhum | Deschinkel, Karine | Salomon, Michel | Couturier, Raphael
  • inproceedings - Binary Particle Swarm Optimization versus Hybrid Genetic Algorithm for Inferring Well Supported Phylogenetic Trees
    Computational Intelligence Methods for Bioinformatics and Biostatistics (CIBB 2015) / Naples, Italy (Publisher : Springer, Volume 9874, Series Lecture Notes in Computer Science (LNCS), 2015, Pages pages 165 - 179)
    Alkindy, Bassam | Al-Nuaimi, Bashar | Guyeux, Christophe | Couchot, Jean-François | Salomon, Michel | Alsrraj, Reem | Philippe, Laurent
    pdf | doi | bibtex
  • inproceedings - Hybrid Genetic Algorithm and Lasso Test Approach for Inferring Well Supported Phylogenetic Trees based on Subsets of Chloroplastic Core Genes
    2nd International Conference on Algorithms for Computational Biology (AlCoB 2015) / Mexico, Mexico (Publisher : Springer, Volume 9199, Series Lecture Notes in Computer Science (LNCS), 2015, Pages pages 83 - 96)
    Alkindy, Bassam | Guyeux, Christophe | Couchot, Jean-François | Salomon, Michel | Parisod, Christian | Bahi, Jacques
    pdf | doi | bibtex
  • inproceedings - Using Genetic Algorithm for Optimizing Phylogenetic Tree Inference in Plant Species
    7th Mathematical and Computational Evolutionary Biology (MCEB 2015) / Porquerolles, France (2015)
    Alkindy, Bassam | Guyeux, Christophe | Couchot, Jean-François | Salomon, Michel | Bahi, Jacques
    bibtex
  • inproceedings - Improved Core Genes Prediction for Constructing well-supported Phylogenetic Trees in large sets of Plant Species
    International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO 2015) / Granada, Spain (Publisher : Springer, Volume 9043, Series Lecture Notes in Computer Science (LNCS), 2015, Pages pages 379 - 390)
    Alkindy, Bassam | Al-Nayyef, Huda | Guyeux, Christophe | Couchot, Jean-François | Salomon, Michel | Bahi, Jacques
    pdf | doi | bibtex
  • techreport - Distributed Lifetime Coverage Optimization Protocol in Wireless Sensor Networks
    FEMTO-ST (mar 2015, Research Report)
    Idrees, Ali Kadhum | Deschinkel, Karine | Salomon, Michel | Couturier, Raphael
    bibtex

2014 (5)

  • inproceedings - Gene Similarity-based Approaches for Determining Core-Genes of Chloroplasts
    BIBM14, IEEE Int. Conf. on Bioinformatics and Biomedicine / Belfast, United Kingdom (2014)
    Alkindy, Bassam | Guyeux, Christophe | Couchot, Jean-François | Salomon, Michel | Bahi, Jacques
    bibtex
  • article - Finding the Core-Genes of Chloroplasts
    International Journal of Bioscience, Biochemistry and Bioinformatics (IJBBB) (Volume 4, Issue (5), sep 2014, Pages :361 - 368)
    Alkindy, Bassam | Couchot, Jean-François | Guyeux, Christophe | Mouly, Arnaud | Salomon, Michel | Bahi, Jacques
  • inproceedings - Finding the Core-Genes of Chloroplasts
    ICBBS 2014, 3rd Int. Conf. on Bioinformatics and Biomedical Science / Copenhagen, Denmark (Volume 4, Issue 5, 2014, Pages pages 357--364)
    Alkindy, Bassam | Couchot, Jean-François | Guyeux, Christophe | Mouly, Arnaud | Salomon, Michel | Bahi, Jacques
    pdf | bibtex
  • article - Case-Based Reasoning adaptation of numerical representations of human organs by interpolation
    Expert Systems with Applications (Volume 41, Issue (2), feb 2014, Pages :260 - 266)
    Henriet, Julien | Leni, Pierre-Emmanuel | Laurent, Rémy | Salomon, Michel
  • inproceedings - Coverage and Lifetime Optimization in Heterogeneous Energy Wireless Sensor Networks
    ICN 2014, 13-th Int. Conf. on Networks / Nice, France (2014, Pages pages 49--54)
    Idrees, Ali Kadhum | Deschinkel, Karine | Salomon, Michel | Couturier, Raphael
    bibtex

2013 (4)

  • misc - Finding the core-genes of Chloroplast Species
    Journées SeqBio 2013, Montpellier (nov 2013)
    Alkindy, Bassam | Couchot, Jean-François | Guyeux, Christophe | Salomon, Michel
    bibtex
  • article - Active MEMS-based flow control using artificial neural network
    Mechatronics (Volume 23, Issue (7), oct 2013, Pages :898 - 905)
    Couchot, Jean-François | Deschinkel, Karine | Salomon, Michel
  • inproceedings - Integration of the lung motion into 3D phantoms
    / Nice, France (2013)
    Laurent, Rémy | Leni, Pierre-Emmanuel | Salomon, Michel | Henriet, Julien | Gschwind, Régine
    pdf | doi | bibtex
  • article - EQUIVOX: an example of adaptation using an artificial neural network on a case-based reasoning platform
    Biomedical Engineering: Applications, Basis and Communications (Volume 25, Issue (02), apr 2013, Pages :1350027: 13 pages)
    Henriet, Julien | Morello, Brigitte | Salomon, Michel | Farah, Jad | Laurent, Rémy | Sauget, Marc | Broggio, David | Franck, Didier | Makovicka, Libor

2012 (9)

  • article - Data Processing using Artificial Neural Networks to Improve the Simulation of Lung Motion
    Biomedical Engineering: Applications, Basis and Communications (Volume 24, Issue (06), oct 2012, Pages :563 - 571)
    Laurent, Rémy | Salomon, Michel | Henriet, Julien | Sauget, Marc | Gschwind, Régine | Makovicka, Libor
  • article - Perspective of the NEMOSIS platform in the context of dose reduction in imaging
    Radioprotection (Volume 47, Issue (4), oct 2012, Pages :599 - 617)
    Laurent, Rémy | Gschwind, Régine | Salomon, Michel | Henriet, Julien | Makovicka, Libor
  • inproceedings - Adapting numerical representations of lung contours using Case-Based Reasoning and Artificial Neural Networks
    20th International conference on Case-based reasoning (ICCBR 2012) / Lyon, France (Volume 7466, Series Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence (LNAI), 2012, Pages pages 137 - 151)
    Henriet, Julien | Leni, Pierre-Emmanuel | Laurent, Rémy | Roxin, Ana | Morello, Brigitte | Salomon, Michel | Farah, Jad | Broggio, David | Franck, Didier | Makovicka, Libor
    pdf | doi | bibtex
  • article - Respiratory lung motion using an artificial neural network
    Neural Computing & Applications (Volume 21, Issue (5), jul 2012, Pages :929 - 934)
    Laurent, Rémy | Henriet, Julien | Salomon, Michel | Sauget, Marc | Gschwind, Régine | Makovicka, Libor
  • inproceedings - Suitability of Artificial Neural Network for MEMS-based Flow Control
    dMEMS 2012, Workshop on design, control and software implementation for distributed MEMS / Besançon, France (2012, Pages pages 1--6)
    Couchot, Jean-François | Deschinkel, Karine | Salomon, Michel
    bibtex
  • misc - NEMOSIS V1.0 du 21/09/11
    (apr 2012)
    Bosset, Jean-François | Henriet, Julien | Laurent, Rémy | Makovicka, Libor | Salomon, Michel
    bibtex
  • article - Neural Networks and Chaos: Construction, Evaluation of Chaotic Networks, and Prediction of Chaos with MultiLayer Feedforward Network
    Chaos (Volume 22, Issue (1), mar 2012, Pages :013122-1 -- 013122-9)
    Bahi, Jacques | Couchot, Jean-François | Guyeux, Christophe | Salomon, Michel
  • article - Protein Folding in the 2D Hydrophobic-Hydrophilic (HP) Square Lattice Model is Chaotic
    Cognitive Computation (Volume 4, Issue (1), mar 2012, Pages :98 - 114)
    Bahi, Jacques | Côté, Nathalie M.-L. | Guyeux, Christophe | Salomon, Michel
  • incollection - Parallelization of neural network building and training: an original decomposition method
    Advances in Mathematics Research (Publisher : Innovative Computing and Applications, Volume 17, 2012, Pages 193 - 223)
    Sauget, Marc | Contassot-Vivier, Sylvain | Salomon, Michel
    pdf | bibtex

2011 (5)

  • inproceedings - Large Datasets: A Mixed Method to Adapt and Improve Their Learning by Neural Networks Used in Regression Contexts
    EANN/AIAI 2011, Engineering Applications of Neural Networks / Corfu, Greece (Volume 363, Issue 1, Series IFIP Advances in Information and Communication Technology (IFIP AICT), 2011, Pages pages 182 - 191)
    Sauget, Marc | Henriet, Julien | Salomon, Michel | Contassot-Vivier, Sylvain
    pdf | doi | bibtex
  • inproceedings - Building a Chaotic Proven Neural Network
    ICCANS 2011, IEEE Int. Conf. on Computer Applications and Network Security / Maldives, Maldives (2011)
    Bahi, Jacques | Guyeux, Christophe | Salomon, Michel
    pdf | bibtex
  • misc - EquiVox, projet T2IRM, Techniques Informatique Innovantes en Radiophysique Médicale
    (may 2011)
    Henriet, Julien | Makovicka, Libor | Sauget, Marc | Salomon, Michel | Broggio, David | Morello, Brigitte
    bibtex
  • article - Utilisation d'un réseau de neurones artificiels pour la simulation des mouvements pulmonaires
    Cancer Radiothérapie (Volume 15, Issue (2), apr 2011, Pages :123 - 129)
    Laurent, Rémy | Henriet, Julien | Salomon, Michel | Sauget, Marc | Nguyen, France | Gschwind, Régine | Makovicka, Libor
  • article - Development of a New CBR-Based Platform for Human Contamination Emergency Situations
    Radiation Protection Dosimetry (Volume 144, Issue (1-4), mar 2011, Pages :564 - 570)
    Farah, Jad | Laurent, Rémy | Fontaine, E. | Henriet, Julien | Morello, Brigitte | Sauget, Marc | Salomon, Michel | Makovicka, Libor | Franck, Didier

2010 (2)

  • article - A Decentralized Energy-based Diffusion Algorithm to Increase the Lifetime of MANETs
    Computer Networks (Volume 54, Issue (16), nov 2010, Pages :2887 - 2898)
    Bahi, Jacques | Salomon, Michel
  • inproceedings - Efficient domain decomposition for a neural network learning algorithm
    20th International Conference on Artificial Neural Networks (ICANN 2010) / Munich, Germany (Volume 6352, Issue Part I, Series Lecture Notes in Computer Science (LNCS), 2010, Pages pages 261 - 266)
    Sauget, Marc | Laurent, Rémy | Henriet, Julien | Salomon, Michel | Gschwind, Régine | Contassot-Vivier, Sylvain | Makovicka, Libor | Soussen, Charles
    pdf | doi | bibtex

2009 (1)

  • article - Avenir des nouveaux concepts des calculs dosimétriques basés sur les méthodes de Monte Carlo
    Radioprotection (Volume 44, Issue (1), jan 2009, Pages :77 - 88)
    Makovicka, Libor | Vasseur, Aurélien | Sauget, Marc | Martin, Éric | Gschwind, Régine | Henriet, Julien | Salomon, Michel

2008 (1)

  • techreport - La Technologie Java : une Solution Stratégique pour les Applications Distribuées Interactives
    (oct 2008, Research Report)
    Bahi, Jacques | Mostefaoui, Ahmed | Alustwani, Husam | Salomon, Michel
    bibtex

2006 (3)

  • inproceedings - A Local-Control Algorithm to Prolong the Lifetime of Wireless Ad Hoc Networks
    MSN'06, 2-nd int. conf. on Mobile Ad-hoc and Sensor Networks / Hong Kong, China (Volume 4325, Series Lecture Notes in Computer Science (LNCS), 2006, Pages pages 555--566)
    Bahi, Jacques | Mostefaoui, Ahmed | Salomon, Michel
    pdf | doi | bibtex
  • inproceedings - Increasing Lifetime of Wireless Ad Hoc Networks Using a Decentralized Algorithmic Approach
    ICON 2006, 14th IEEE Int. Conf. on Networks / Singapore, Singapore (2006)
    Bahi, Jacques | Mostefaoui, Ahmed | Salomon, Michel
    bibtex
  • article - Synchronous and asynchronous solution of a 3D transport model in a grid computing environment
    Applied Mathematical Modelling (Volume 30, Issue (7), jul 2006, Pages :616--628)
    Bahi, Jacques | Couturier, Raphael | Salomon, Michel | Mazouzi, Kamel