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hal-01354770v1  Journal articles
Randal DoucElisabeth Gassiat-GranierBenoit LandelleÉric Moulines. Forgetting of the initial distribution for nonergodic Hidden Markov Chains
Annals of Applied Probability, Institute of Mathematical Statistics (IMS), 2010, 20 (5), pp.1638 - 1662
hal-01354693v1  Conference papers
Mohamed El Yazid BoudarenWojciech PieczynskiEmmanuel Monfrini. Unsupervised segmentation of non stationary data hidden with non stationary noise
WoSSPA 2011 : 7th International Workshop on Systems, Signal Processing and their Applications, May 2011, Tipaza, Algeria. pp.255 - 258, ⟨10.1109/WOSSPA.2011.5931466⟩
hal-00765497v1  Conference papers
Yohan PetetinFrançois Desbouvries. Multi-object filtering for pairwise Markov chains
ISSPA '12 : The 11th International Conference on Information Sciences, Signal Processing and their Applications, Jul 2012, Montreal, Canada. pp.348 -353, ⟨10.1109/ISSPA.2012.6310573⟩
hal-00765899v1  Conference papers
Yohan PetetinFrançois Desbouvries. A semi-exact sequential Monte Carlo filtering algorithm in hidden Markov chains
ISSPA '12 : The 11th International Conference on Information Sciences, Signal Processing and their Applications, Jul 2012, Montreal, Canada. pp.595-600, ⟨10.1109/ISSPA.2012.6310621⟩
hal-01348048v1  Journal articles
Wojciech Pieczynski. Exact smoothing in hidden conditionally Markov switching linear models
Communications in Statistics - Theory and Methods, Taylor & Francis, 2011, 40 (16), pp.2823 - 2829. ⟨10.1080/03610926.2011.562761⟩
hal-01262461v1  Journal articles
Mohamed El Yazid BoudarenEmmanuel MonfriniWojciech PieczynskiAmar Assani. Phasic triplet Markov chains
IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2014, 36 (11), pp.2310 - 2316. ⟨10.1109/TPAMI.2014.2327974⟩
hal-01346587v1  Journal articles
Wojciech Pieczynski. Modèles de Markov en traitement d'images
Traitement du Signal, Lavoisier, 2003, 20 (3-NS), pp.255 - 277
hal-01347787v1  Journal articles
Pierre LanchantinWojciech Pieczynski. Unsupervised restoration of hidden nonstationary Markov chains using evidential priors
IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2005, 53 (8), pp.3091 - 3098. ⟨10.1109/TSP.2005.851131⟩
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hal-00608574v1  Journal articles
Gersende FortEric MoulinesPierre PriouretPierre Vandekerkhove. A simple variance inequality for U-statistics of a Markov chain with applications
Statistics and Probability Letters, Elsevier, 2012, 82 (6), pp.1193--1201
hal-01393479v1  Conference papers
Boujemaa Ait-El-FquihFrançois Desbouvries. A new particle filtering algorithm with structurally optimal importance function
ICASSP 2008 : IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2008, Las Vegas, United States. pp.3413 - 3416, ⟨10.1109/ICASSP.2008.4518384⟩
hal-01263305v1  Conference papers
Farah Ait SalahtHind Castel-Taleb. Stochastic bounding models for performance analysis of clouds
CIT 2015 : 15th IEEE International Conference on Computer and Information Technology, Oct 2015, Liverpool, United Kingdom. pp.603 - 610, ⟨10.1109/CIT/IUCC/DASC/PICOM.2015.86⟩
hal-00807469v1  Conference papers
Idriss Ismael-AouledHind Castel-Taleb. Combined CAC and forced handoff for mobile network performability
ASMTA '12 : 19th International Conference on Analytic and Stochastic Modelling Techniques and Applications, Jun 2012, Grenoble, France. pp.76-90, ⟨10.1007/978-3-642-30782-9_6⟩
hal-00738142v1  Journal articles
Mohamed El Yazid BoudarenEmmanuel MonfriniWojciech Pieczynski. Unsupervised segmentation of random discrete data hidden with switching noise distributions
IEEE Signal Processing Letters, Institute of Electrical and Electronics Engineers, 2012, 19 (10), pp.619-622. ⟨10.1109/LSP.2012.2209639⟩
hal-00778813v1  Conference papers
Mohamed El Yazid BoudarenEmmanuel MonfriniWojciech Pieczynski. Unsupervised segmentation of nonstationary pairwise Markov chains using evidential priors
EUSIPCO '12 : 20th European Signal Processing Conference, Aug 2012, Bucharest, Romania. pp.2243-2247
hal-01263075v1  Journal articles
Yohan PetetinFrançois Desbouvries. Bayesian multi-object filtering for pairwise Markov chains
IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2013, 61 (18), pp.4481 - 4490. ⟨10.1109/TSP.2013.2271751⟩
hal-01354810v1  Conference papers
Noufel AbbassiWojciech Pieczynski. Long memory based approximation of filtering in non linear switching systems
SMTDA 2010 : Stochastic Modeling Techniques and Data Analysis International Conference, Jun 2010, Chania, Greece
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hal-01245736v1  Conference papers
Jean-Baptiste CourbotEdmond RustEmmanuel MonfriniChristophe Collet. 2-Step Robust Vertebra Segmentation
International Conference on Image Processing Theory, Tools and Applications, IEEE, Nov 2015, Orléans, France. ⟨10.1109/IPTA.2015.7367118⟩
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tel-01591556v1  Theses
Meriem Yahiaoui. Modèles statistiques avancés pour la segmentation non supervisée des images dégradées de l'iris
Traitement du signal et de l'image [eess.SP]. Université Paris-Saclay, 2017. Français. ⟨NNT : 2017SACLL006⟩
hal-01548177v1  Conference papers
Mohamed El Yazid BoudarenEmmanuel MonfriniKadda Beghdad BeyAhmed HabbouchiWojciech Pieczynski. Unsupervised segmentation of nonstationary data using triplet Markov chains
ICEIS 2017 : 19th International Conference on Enterprise Information Systems, Apr 2017, Porto, Portugal. pp.405 - 414, ⟨10.5220/0006276704050414⟩
hal-01300452v1  Journal articles
Mohamed El Yazid BoudarenWojciech Pieczynski. Unified representation of sets of heterogeneous Markov transition matrices
IEEE Transactions on Fuzzy Systems, Institute of Electrical and Electronics Engineers, 2016, 24 (2), pp.497 - 503. ⟨10.1109/TFUZZ.2015.2460740⟩
hal-01426916v1  Journal articles
Mohamed El Yazid BoudarenWojciech Pieczynski. Dempster-Shafer fusion of evidential pairwise Markov chains
IEEE Transactions on Fuzzy Systems, Institute of Electrical and Electronics Engineers, 2016, 24 (6), pp.1598 - 1610. ⟨10.1109/TFUZZ.2016.2543750⟩
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tel-02109693v1  Theses
Hamza Ben Ammar. On models for performance evaluation and cache resources placement in multi-cache networks
Networking and Internet Architecture [cs.NI]. Université Rennes 1, 2019. English. ⟨NNT : 2019REN1S006⟩