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26

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Journal articles8 documents

  • Kelly Grassi, Émilie Poisson Caillault, André Bigand, Alain Lefebvre. Comparative Study of Clustering Approaches Applied to Spatial or Temporal Pattern Discovery. Journal of Marine Science and Engineering, MDPI, 2020, 8 (9), pp.713. ⟨10.3390/jmse8090713⟩. ⟨hal-03079917⟩
  • A. Lefebvre, Emilie Poisson Caillault. High resolution overview of phytoplankton spectral groups and hydrological conditions in the eastern English Channel using unsupervised clustering. Marine Ecology Progress Series, Inter Research, 2019, 608, pp.73-92. ⟨10.3354/meps12781⟩. ⟨hal-01977101⟩
  • Thi-Thu-Hong Phan, André Bigand, Émilie Poisson Caillault. A New Fuzzy Logic-Based Similarity Measure Applied to Large Gap Imputation for Uncorrelated Multivariate Time Series. Applied Computational Intelligence and Soft Computing, Hindawi, 2018, 2018, pp.1-15. ⟨hal-01977108⟩
  • Thi-Thu-Hong Phan, Emilie Poisson Caillault, Alain Lefebvre, André Bigand. Dynamic time warping-based imputation for univariate time series data. Pattern Recognition Letters, Elsevier, 2017, ⟨10.1016/j.patrec.2017.08.019⟩. ⟨hal-01609256⟩
  • Kévin Rousseeuw, Emilie Poisson Caillault, Alain Lefebvre, Denis Hamad. Hybrid Hidden Markov Model for Marine Environment Monitoring. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE, 2015, 8 (1), pp.204-213. ⟨10.1109/JSTARS.2014.2341219⟩. ⟨hal-01442974⟩
  • Guillaume Wacquet, Emilie Poisson Caillault, Denis Hamad, Pierre-Alexandre Hébert. Constrained spectral embedding for K-way data clustering. Pattern Recognition Letters, Elsevier, 2013, 34 (9), pp.1009-1017. ⟨10.1016/j.patrec.2013.02.003⟩. ⟨hal-01536663⟩
  • Émilie Poisson Caillault, Christian Viard-Gaudin. Mixed Discriminant Training of Hybrid and ANN/HMM systems for online handwritten word recognition. International Journal of Pattern Recognition and Artificial Intelligence, World Scientific Publishing, 2007, 21 (1), pp.117-134. ⟨10.1142/S0218001407005338⟩. ⟨hal-00322867⟩
  • Patrick Le Callet, Christian Viard-Gaudin, Stéphane Péchard, Émilie Poisson Caillault. No reference and reduced reference video quality metrics for end to end QoS monitoring. IEICE Transactions on Communications, Institute of Electronics, Information and Communication Engineers, 2006, E89-B (2), pp.289-296. ⟨10.1093/ietcom/e89-b.2.289⟩. ⟨hal-00300143⟩

Conference papers14 documents

  • Nicolas Andrialovanirina, Alizée Hache, Kélig Mahé, Émilie Poisson Caillault. New method to transform routine otolith images for a standardized otolith database. 8eme Rencontres de l’Ichtyologie en France (RIF), Mar 2022, Paris, France. ⟨hal-03551966⟩
  • Andrialovanirina Nicolas, David S Roos, Solène Tellier, Claire Gentil, Antoine Dussuel, et al.. Structuration spatiale des principaux poissons démersaux autour de l’île de la Réunion à partir de la forme externe de leurs otolithes. 8eme Rencontres de l’Ichtyologie en France (RIF), Mar 2022, Paris, France. ⟨hal-03551713⟩
  • Siegfried Delannoy, Émilie Poisson Caillault, André Bigand, Kevin Rousseeuw. Symbolic Translation of Time Series using Piecewise N-gram Similarity Voting. ICEPRAM 2021 - 10th International Conference on Pattern Recognition Applications and Methods, Feb 2021, Online Streaming, France. pp.327-333, ⟨10.5220/0010317603270333⟩. ⟨hal-03480963⟩
  • Alain Lefebvre, Kelly Grassi, André Bigand, P Chatelain, E Vincent, et al.. Caractérisation de la dynamique du phytoplancton, des événements récurrents aux événements extrêmes, grâce au Machine Learning. Colloque EVOLECO - Evolution à Long terme des Ecosystèmes Côtiers, Nov 2021, La Rochelle, France. ⟨hal-03444190⟩
  • Kelly Grassi, Émilie Poisson Caillault, Alain Lefebvre. Multilevel Spectral Clustering for extreme event characterization. OCEANS 2019 - Marseille, Jun 2019, Marseille, France. pp.1-7, ⟨10.1109/OCEANSE.2019.8867261⟩. ⟨hal-03081909⟩
  • Thi-Thu-Hong Phan, Émilie Poisson Caillault, André Bigand. Comparative Study on Univariate Forecasting Methods for Meteorological Time Series. 2018 26th European Signal Processing Conference (EUSIPCO), Sep 2018, Rome, France. pp.2380-2384, ⟨10.23919/EUSIPCO.2018.8553576⟩. ⟨hal-02068778⟩
  • Thi-Thu-Hong Phan, Emilie Poisson Caillault, André Bigand, Alain Lefebvre. DTW-APPROACH FOR UNCORRELATED MULTIVARIATE TIME SERIES IMPUTATION. IEEE International Workshop on Machine Learning for Signal Processing, Sep 2017, Tokyo, Japan. ⟨hal-01609267⟩
  • Emilie Poisson Caillault, Alain Lefebvre. Towards Chl-a Bloom Understanding by EM-based Unsupervised Event Detection. MTS/IEEE Oceans Conférence 2017, Jun 2017, Aberdeen, United Kingdom. ⟨hal-01609271⟩
  • Thi-Thu-Hong Phan, Émilie Poisson Caillault, Alain Lefebvre, André Bigand. Which DTW Method Applied to Marine Univariate Time Series Imputation. MTS/IEEE Oceans Conference 2017, Jun 2017, Aberdeen, United Kingdom. ⟨hal-01609268⟩
  • Thi-Thu-Hong Phan, Emilie Poisson Caillault, André Bigand. Comparative study on supervised learning methods for identifying phytoplankton species. 2016 IEEE Sixth International Conference on Communications and Electronics (ICCE), Jul 2016, Ha Long, Vietnam. pp.283 - 288, ⟨10.1109/CCE.2016.7562650⟩. ⟨hal-01442916⟩
  • Émilie Poisson Caillault, Christian Viard-Gaudin. Using Segmentation Constraints in an Implicit Segmentation Scheme for On-line Word Recognition. Tenth International Workshop on Frontiers in Handwriting Recognition, Université de Rennes 1, Oct 2006, La Baule (France). ⟨inria-00108320⟩
  • Émilie Poisson Caillault, Christian Viard-Gaudin, Abdul Rahim Ahmad. MS-TDNN with Global Discriminant Trainings. Eight International Conference on Document Analysis and Recognition, ICDAR, Aug 2005, South Korea. pp.856-860. ⟨hal-00337743⟩
  • Emilie Poisson, Christian Viard-Gaudin, Pierre-Michel Lallican. Système TDNN / HMM de reconnaissance de mots cursifs en ligne à apprentissage simplifié. Jun 2004. ⟨sic_00001177⟩
  • Christian Viard-Gaudin, Abdul Rahim Ahmad, Bin Khalid Marzuki, Emilie Poisson. Online Handwriting Recognition Using Support Vector Machine. TENCON 2004, 2004, Chiangmai, Thailand. pp.311- 314. ⟨hal-00337741⟩

Poster communications1 document

  • Émilie Poisson Caillault, Florentin Vanhelst, Charlet Bastian, Kélig Mahé. Otolith age estimation by machine learning approaches. IOS2018 - 6th International Otolith Symposium 2018, Apr 2018, Keelung, Taiwan. ⟨hal-03444225⟩

Book sections1 document

  • Thi-Thu-Hong Phan, Émilie Poisson Caillault, André Bigand. eDTWBI: Effective Imputation Method for Univariate Time Series. Le Thi, Hoai An; Pham Dinh, Tao; Nguyen, Ngọc Thanh. Advanced Computational Methods for Knowledge Engineering. Proceedings of the 6th International Conference on Computer Science, Applied Mathematics and Applications, ICCSAMA 2019, 1121, Springer, pp.121-132, 2019, Advances in Intelligent Systems and Computing, 9783030383640. ⟨10.1007/978-3-030-38364-0_11⟩. ⟨hal-03081903⟩

Theses1 document

  • Emilie Caillault. Architecture et Apprentissage d'un Système Hybride Neuro-Markovien pour la Reconnaissance de l'Écriture Manuscrite En-Ligne. Traitement du signal et de l'image [eess.SP]. Université de Nantes, 2005. Français. ⟨tel-00084061⟩

Habilitation à diriger des recherches1 document

  • Émilie Poisson Caillault. Contributions à la classification et segmentation de séries temporelles par apprentissage statistique non supervisé ou guidé.. Intelligence artificielle [cs.AI]. Université du Littoral Côte d'Opale, 2020. ⟨tel-03059280⟩