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Journal articles12 documents

  • Clément Pealat, Guillaume Bouleux, Vincent Cheutet. Improved time series clustering based on new geometric frameworks. Pattern Recognition, Elsevier, 2022, 124, pp.108423. ⟨10.1016/j.patcog.2021.108423⟩. ⟨hal-03457460⟩
  • Benoit Morel, Guillaume Bouleux, Alain Viallon, Maxime Maignan, Luc Provoost, et al.. Evaluating the Increased Burden of Cardiorespiratory Illness Visits to Adult Emergency Departments During Flu and Bronchiolitis Outbreaks in the Pediatric Population: Retrospective Multicentric Time Series Analysis. JMIR Public Health and Surveillance, JMIR Publications, 2022, 8 (3), pp.e25532. ⟨10.2196/25532⟩. ⟨hal-03607529⟩
  • Aurelie Charles, Guillaume Bouleux, Chantal Cherifi. Understanding the situation at a glance : the powerful value added of complex networks to analyse humanitarian operations. International Journal of Disaster Risk Reduction, Elsevier, In press. ⟨hal-03623244⟩
  • Guillaume Bouleux, Maël Dugast, Eric Marcon. Information Topological Characterization of Periodically Correlated Processes by Dilation Operators. IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2019, 65 (10), pp.6484-6495. ⟨10.1109/TIT.2019.2923217⟩. ⟨hal-02152069⟩
  • Maël Dugast, Guillaume Bouleux, Eric Marcon. Representation and Characterization of Nonstationary Processes by Dilation Operators and Induced Shape Space Manifolds. Entropy, MDPI, 2018, 20 (9), pp.717. ⟨10.3390/e20090717⟩. ⟨hal-02166149⟩
  • Maël Dugast, Guillaume Bouleux, Olivier Mory, Eric Marcon. Improving Health Care Management Through Persistent Homology of Time-Varying Variability of Emergency Department Patient Flow. IEEE Journal of Biomedical and Health Informatics, Institute of Electrical and Electronics Engineers, 2018, 23 (5), pp.2174--2181. ⟨10.1109/JBHI.2018.2882748⟩. ⟨hal-01927284⟩
  • Guillaume Bouleux, Remy Boyer. Sparse-based estimation performance for partially known overcomplete large-systems. Signal Processing, Elsevier, 2017, 139, pp.70-74. ⟨10.1016/j.sigpro.2017.04.010⟩. ⟨hal-01514154⟩
  • Guillaume Bouleux, Eric Marcon, Olivier Mory. Early Index for Detection of Pediatric Emergency Department Crowding. IEEE Journal of Biomedical and Health Informatics, Institute of Electrical and Electronics Engineers, 2015, 19 (6), pp.1929-1936. ⟨10.1109/JBHI.2014.2350996⟩. ⟨hal-01359977⟩
  • Guillaume Bouleux. Prior Knowledge Optimum Understanding by Means of Oblique Projectors and Their First Order Derivatives. IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2013, 20, pp.205 - 208. ⟨10.1109/LSP.2013.2238928⟩. ⟨hal-01508680⟩
  • Guillaume Bouleux. Oblique projection pre-processing and TLS application for diagnosing rotor bar defects by improving power spectrum estimation. Mechanical Systems and Signal Processing, Elsevier, 2013, 41, pp.301 - 312. ⟨10.1016/j.ymssp.2013.06.018⟩. ⟨hal-01508672⟩
  • Petter Wirfält, Guillaume Bouleux, Magnus Jansson, Petre Stoica. Optimal prior knowledge-based direction of arrival estimation. IET Signal Processing, Institution of Engineering and Technology, 2012, 6, pp.731 - 742. ⟨10.1049/iet-spr.2011.0453⟩. ⟨hal-01555277⟩
  • Remy Boyer, Guillaume Bouleux. Oblique projections for direction-of-arrival estimation with prior knowledge. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2008, 56 (4), 14 p. ⟨hal-00575873⟩

Conference papers19 documents

  • Guillaume Bouleux. Résolution de problèmes de recherche opérationnelle par l'approche des flots sur les variétés. 23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France. ⟨hal-03595403⟩
  • Aurelie Charles, Chantal Cherifi, Guillaume Bouleux. A multi-layer network approach to model the situation before and after the occurrence of humanitarian crisis. EURO-Hope 2021, Nov 2021, Helsinki, France. ⟨hal-03579441⟩
  • Chantal Cherifi, Guillaume Bouleux, Aurélie Charles. Towards a holistic modeling of the humanitarian crisis complex relief system. French Regional Conference on Complex Systems (FRCCS), May 2021, Dijon, France. ⟨hal-03355075⟩
  • Clément Pealat, Guillaume Bouleux, Vincent Cheutet. Improved Time-Series Clustering with UMAP dimension reduction method. ICPR 2020 - 25th Internation conference in Pattern Recognition, Jan 2021, Milano (virtual), Italy. ⟨hal-03188503⟩
  • Clément Pealat, Guillaume Bouleux, Vincent Cheutet. Extracting Most Impacting Emergency Department Patient Flow By Embedding Laboratory-confirmed and Clinical Diagnosis on The Stiefel Manifold. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI 2019), May 2019, Chicago, United States. 4 p. ⟨hal-02141166⟩
  • Gregory Soler, Guillaume Bouleux, Eric Marcon, Aymeric Cantais, Sylvie Pillet, et al.. Emergency Department Admissions Overflow Modeling by a Clustering of Time Evolving Clinical Diagnoses. 14th IEEE International Conference on Automation Science and Engineering (CASE 2018), Aug 2018, Munich, Germany. ⟨hal-01885975⟩
  • Sid'Ahmed Emine, Guillaume Bouleux, H Haouba, Eric Marcon. Emergency Department Overcrowding Detection by a Multifractal Analysis. 10th IFAC Symposium on Biological and Medical Systems (IFACBMS 2018), Sep 2018, Sao Paulo, Brazil. ⟨hal-01876444⟩
  • Maël Dugast, Guillaume Bouleux, Eric Marcon. Information topological characterization for non-stationary random processes. International conference Entropy 2018: From Physics to Information Sciences and Geometry, May 2018, Barcelone, Spain. ⟨hal-02008129⟩
  • Maël Dugast, Guillaume Bouleux, Eric Marcon. Geometry of Stochastic Processes induced by the Dilation. International conference on Topological and Geometric Structures of Information (TGSI 2017), Aug 2017, Marseille, France. ⟨hal-02008121⟩
  • Guillaume Bouleux, Remy Boyer. Acquisition Comprimée intégrant une Connaissance Partielle du Modèle d'Observation: Analyse Asymptotique. 25eme Colloque GRETSI 2015, Sep 2015, Lyon, France. ⟨hal-01178326⟩
  • Vincent V. Choqueuse, A Belouchrani, Guillaume Bouleux, Mohamed Benbouzid. Voltage Sags Estimation in Three-Phase Systems using Unconditional Maximum Likelihood Estimation. 40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), IEEE, Apr 2015, Brisbane, Australia. pp.2869 - 2873, ⟨10.1109/ICASSP.2015.7178495⟩. ⟨hal-01146218⟩
  • Mohammed Nabil El Korso, Guillaume Bouleux, Remy Boyer, Sylvie Marcos. Sequential estimation of the range and the bearing using the zero-forcing MUSIC approach. The 17th European Signal Processing Conference, (EUSIPCO'09), 2009, Glasgow, European Union. pp.1-5. ⟨inria-00445463⟩
  • Guillaume Bouleux, Petre Stoica, Remy Boyer. AN OPTIMAL PRIOR KNOWLEDGE-BASED DOA ESTIMATION METHOD. 17th Europeen Signal Processing Conference, EUSIPCO, Aug 2009, Glasgow, United Kingdom. pp.117. ⟨hal-00456900⟩
  • Mohammed Nabil El Korso, Guillaume Bouleux, Remy Boyer, Sylvie Marcos. Estimation séquentielle des paramètres de localisation en champ proche à l'aide de l'approche zero-forcing. 22ème édition du colloque GRETSI, 2009, Dijon, France. pp.264-267. ⟨inria-00445465⟩
  • Guillaume Bouleux, Petre Stoica, Remy Boyer. Une méthode Optimale pour l'estimation des directions d'arrivées basée sur des connaissances a priori. XXII Colloque GRETSI, Sep 2009, Dijon, France. pp.120. ⟨hal-00456929⟩
  • Remy Boyer, Guillaume Bouleux, Karim Abed-Meraim. COMMON POLE ESTIMATION WITH AN ORTHOGONAL VECTOR METHOD. European Signal Processing Conference (EUSIPCO 2006), 2006, Florence, Italy. ⟨hal-00577275⟩
  • Guillaume Bouleux, Remy Boyer. Analysis of prior-subspace estimation schemes. IEEE Sensor Array and Multichannel Processing, Jul 2006, Waltham, United States. ⟨hal-01251669⟩
  • Guillaume Bouleux, Remy Boyer. Subspace-based estimation of direction-of-arrival with known directions. European Signal Processing Conference (EUSIPCO), Sep 2006, Florence, Italy. ⟨hal-01251684⟩
  • Remy Boyer, Guillaume Bouleux. Cramér-Rao lower bound for prior-subspace estimation. IEEE Sensor Array and Multichannel Processing, Jul 2006, Waltham, United States. ⟨hal-01251664⟩

Poster communications1 document

  • Chantal Cherifi, Aurélie Charles, Guillaume Bouleux. Modelling the complex system of the response to a natural disaster by a multilayer network approach. Conference on Complex Systems, Oct 2021, LYON, France. ⟨hal-03410528⟩

Preprints, Working Papers, ...1 document

  • Yinling Liu, Thierry Moyaux, Guillaume Bouleux, Vincent Cheutet. An agent-based architecture of the Digital Twin for an Emergency Department. 2022. ⟨hal-03607543⟩

Theses1 document

  • Guillaume Bouleux. Traitement d'antenne adapté aux modèles linéaires intégrant une interférence structurée. Application aux signaux mécaniques.. Traitement du signal et de l'image [eess.SP]. Université Jean Monnet - Saint-Etienne, 2007. Français. ⟨tel-00368248⟩

Habilitation à diriger des recherches1 document

  • Guillaume Bouleux. Pilotage des urgences par analyse et exploitation géométrique et topologique des flux de patients. Géométrie différentielle [math.DG]. INSA Lyon; Université Claude Bernard Lyon 1, 2022. ⟨tel-03621471⟩