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inria-00440669v3  Conference papers
Daniil Ryabko. Sequence prediction in realizable and non-realizable cases
Conference on Learning Theory, 2010, Haifa, Israel. pp.119-131
inria-00352834v1  Conference papers
Michel FliessCédric Join. A mathematical proof of the existence of trends in financial time series
Systems Theory: Modelling, Analysis and Control, May 2009, Fes, Morocco. pp.43-62
inria-00100167v1  Conference papers
Georges SchutzSerge GilléFrédéric Alexandre. Unsupervised extraction of temporal evolution patterns on an electric arc furnace process
11th IFAC Symposium on Automation in Mining, Mineral and Metal processing - IFAC-MMM 2004, Société de l'Electricité, de l'Electronique, et des Technologies de l'Information et de la Communication - France, Sep 2004, Nancy, France, 6 p
inria-00100657v1  Conference papers
Georges SchutzFrédéric AlexandreSerge Gillé. Neural Networks in Dynamic Process Analysis
16th IAR - Annual Meeting - IAR/ICD Workshop, ENSPS (Ecole Nationale Supérieure de Physique de Strasbourg / ULP (Université Louis Pasteur Strasbourg), 2001, Strasbourg, France, pp.105-110
inria-00319076v7  Conference papers
Daniil Ryabko. An impossibility result for process discrimination
International Symposium on Information Theory, IEEE, 2009, Seoul, South Korea. pp.1734-1738
hal-00705373v1  Conference papers
Michel FliessCédric Join. Preliminary remarks on option pricing and dynamic hedging
1st International Conference on Systems and Computer Science, Aug 2012, Villeneuve d'Ascq, France. pp.CDROM
halshs-01357973v1  Conference papers
Arthur Le GuennecSimon MalinowskiRomain Tavenard. Data Augmentation for Time Series Classification using Convolutional Neural Networks
ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2016, Riva Del Garda, Italy
hal-01208171v1  Conference papers
Michel FliessCédric Join. Seasonalities and cycles in time series: A fresh look with computer experiments
2015 Paris Financial Management Conference (PFMC 2015), Dec 2015, Paris, France
tel-01394280v2  Theses
Soheily-Khah Saeid. Generalized k-means based clustering for temporal data under time warp
Artificial Intelligence [cs.AI]. Universite Grenoble Alpes, 2016. English
hal-01219123v1  Conference papers
Marc DupontPierre-François Marteau. Contrôle gestuel d'un robot en mobilité
27ème conférence francophone sur l'Interaction Homme-Machine., Oct 2015, Toulouse, France. pp.w20, ⟨10.1145/2820619.2825022⟩
hal-01798550v1  Conference papers
João Pinto NetoNathalie MittonMiguel Elias M. CampistaLuís Henrique M. K. Costa. Dead Reckoning Using Time Series Regression Models
MobiHoc 2018 - 4th ACM MobiHoc Workshop on Experiences with the Design and Implementation of Smart Objects, Jun 2018, Los Angeles, United States. ⟨10.1145/3213299.3213305⟩
hal-01401072v4  Journal articles
Pierre-François Marteau. Times series averaging and denoising from a probabilistic perspective on time-elastic kernels
International Journal of Applied Mathematics and Computer Science, University of Zielona Góra 2019, 29 (2), pp.375-392
hal-01901251v1  Conference papers
Brieuc Conan-GuezAlain GélyLydia BoudjeloudAlexandre Blansché. K-spectral centroid: extension and optimizations
ESANN 2018 - 26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2018, Bruges, Belgium. pp.603-608
halshs-01561461v1  Conference papers
Romain TavenardSimon MalinowskiLaetitia ChapelAdeline BaillyHeider Sanchez et al.  Efficient Temporal Kernels between Feature Sets for Time Series Classification
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery, Sep 2017, Skopje, Macedonia
hal-01093635v2  Conference papers
Cyril VoyantCédric JoinMichel FliessMarie-Laure NivetMarc Muselli et al.  On meteorological forecasts for energy management and large historical data: A first look
International Conference on Renewable Energies and Power Quality (ICREPQ'15), Mar 2015, La Coruña, Spain
hal-01275311v2  Conference papers
Hassane AbouaïssaMichel FliessCédric Join. On short-term traffic flow forecasting and its reliability
8th IFAC Conference on Manufacturing Modelling, Management & Control (MIM 2016), IFAC, Jun 2016, Troyes, France
hal-01272152v3  Conference papers
Cédric JoinMichel FliessCyril VoyantFrédéric Chaxel. Solar energy production: Short-term forecasting and risk management
8th IFAC Conference on Manufacturing Modelling, Management & Control (MIM 2016), Jun 2016, Troyes, France. ⟨10.1016/j.ifacol.2016.07.790⟩
hal-00562488v1  Conference papers
Michel FliessCédric JoinFrédéric Hatt. Volatility made observable at last
3èmes Journées Identification et Modélisation Expérimentale, JIME'2011, Apr 2011, Douai, France. pp.CDROM
inria-00613089v2  Conference papers
Adrien GaidonZaid HarchaouiCordelia Schmid. A time series kernel for action recognition
BMVC 2011 - British Machine Vision Conference, Aug 2011, Dundee, United Kingdom. pp.63.1-63.11, ⟨10.5244/C.25.63⟩
hal-01912002v1  Conference papers
Colin LevergerVincent LemaireSimon MalinowskiThomas GuyetLaurence Rozé. Day-ahead time series forecasting: application to capacity planning
AALTD'18 - 3nd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2018, Dublin, Ireland
hal-02293239v1  Conference papers
Edouard PineauSebastien RazakarivonyThomas Bonald. Seq2VAR: multivariate time series representation with relational neural networks and linear autoregressive model
AALTD workshop, ECML/PKDD : 4th Workshop on Advanced Analytics and Learning on Temporal Data, 2019, Wurzburg, Germany