Skip to Main content
Number of documents

156

Pr. Lionel Fillatre's Publications


Welcome

Please, find below my list of publications.


Journal articles32 documents

  • Cyprien Gilet, Susana Barbosa, Lionel Fillatre. Discrete Box-Constrained Minimax Classifier for Uncertain and Imbalanced Class Proportions. IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, In press, ⟨10.1109/TPAMI.2020.3046439⟩. ⟨hal-02296592v3⟩
  • Cyprien Gilet, Susana Barbosa, Lionel Fillatre. Box-constrained optimization for minimax supervised learning. ESAIM: Proceedings and Surveys, EDP Sciences, 2021, 71, pp.101-113. ⟨10.1051/proc/202171109⟩. ⟨hal-03624051⟩
  • Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Panagiotis Tsakalides. Dynamic Image Quantization Using Leaky Integrate-and-Fire Neurons. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2021, 30, pp.4305-4315. ⟨10.1109/TIP.2021.3070193⟩. ⟨hal-03624111⟩
  • Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Panagiotis Tsakalides. Dynamic Image Quantization using Leaky Integrate-and-Fire Neurons. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2021. ⟨hal-02351180v2⟩
  • Igor V. Nikiforov, Fouzi Harrou, Rémi Cogranne, Pierre Beauseroy, Edith Grall-Maës, et al.. Sequential detection of a total instantaneous blockage occurred in a single subassembly of a sodium-cooled fast reactor. Nuclear Engineering and Design, Elsevier, 2020, 366, pp.110733. ⟨10.1016/j.nucengdes.2020.110733⟩. ⟨hal-02906760⟩
  • Emanuela Martinuzzi, Susana Barbosa, Douglas Daoudlarian, Wafa Bel Haj Ali, Cyprien Gilet, et al.. Stratification and prediction of remission in first-episode psychosis patients: the OPTiMiSE cohort study. Translational Psychiatry, Nature Pub. Group, 2019, 9 (1), ⟨10.1038/s41398-018-0366-5⟩. ⟨hal-02409227⟩
  • Emanuela Martinuzzi, Susana Barbosa, Douglas Daoudlarian, Wafa Bel Haj Ali, Cyprien Gilet, et al.. Correction: Stratification and prediction of remission in first-episode psychosis patients: the OPTiMiSE cohort study. Translational Psychiatry, Nature Pub. Group, 2019, 9 (1), ⟨10.1038/s41398-019-0505-7⟩. ⟨hal-02473662⟩
  • Guillaume Perez, Michel Barlaud, Lionel Fillatre, Jean-Charles Régin. A filtered bucket-clustering method for projection onto the simplex and the $$\ell _1$$ ℓ 1 ball. Mathematical Programming, Springer Verlag, 2019, ⟨10.1007/s10107-019-01401-3⟩. ⟨hal-02131738⟩
  • Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin. Retina-inspired Filter. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2018, 27 (7), pp.3484 - 3499. ⟨10.1109/TIP.2018.2812079⟩. ⟨hal-01350686⟩
  • Michel Barlaud, Wafa Belhajali, Patrick Louis Combettes, Lionel Fillatre. Classification and regression using a constrained convex splitting method. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2017. ⟨hal-01367108⟩
  • Blaise Kévin Guépié, Lionel Fillatre, Igor V. Nikiforov. Detecting a Suddenly Arriving Dynamic Profile of Finite Duration. IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2017, 63 (5), ⟨10.1109/TIT.2017.2679057⟩. ⟨hal-01543571⟩
  • Jian Zhang, Lionel Fillatre, Igor V. Nikiforov. Bayesian localization of anomaly in distributed networks with quadratic criterion. Journal of Intelligent and Fuzzy Systems, IOS Press, 2017, 32 (5), ⟨10.3233/JIFS-169295⟩. ⟨hal-01562634⟩
  • Lionel Fillatre. Constructive Minimax Classification of Discrete Observations with Arbitrary Loss Function. Signal Processing, Elsevier, 2017, ⟨10.1016/j.sigpro.2017.06.020⟩. ⟨hal-01543555⟩
  • van Long Do, Lionel Fillatre, Igor V. Nikiforov, Peter Willet. Security of SCADA Systems Against Cyber-Physical Attacks. IEEE Aerospace and Electronic Systems Magazine, Institute of Electrical and Electronics Engineers, 2017, ⟨10.1109/MAES.2017.160047⟩. ⟨hal-01544580⟩
  • Lionel Fillatre, Igor V. Nikiforov, van Long Do. Sequential detection of transient changes in stochastic-dynamical systems. Journal de la Société Française de Statistique, Société Française de Statistique et Société Mathématique de France, 2015, 156 (4), pp.60-97. ⟨hal-01303040⟩
  • Rémi Cogranne, Florent Retraint, Cathel Zitzmann, Igor V. Nikiforov, Lionel Fillatre, et al.. Hidden information detection using decision theory and quantized samples: Methodology, difficulties and results. Digital Signal Processing, Elsevier, 2014, ⟨10.1016/j.dsp.2013.09.012⟩. ⟨hal-01303012⟩
  • Fouzi Harrou, Lionel Fillatre, Igor V. Nikiforov. Anomaly detection/detectability for a linear model with a bounded nuisance parameter. Annual Reviews in Control, Elsevier, 2014, ⟨10.1016/j.arcontrol.2014.03.003⟩. ⟨hal-01303011⟩
  • Lionel Fillatre. On the Epsilon Most Stringent Test Between Two Vector Lines in Gaussian Noise. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2014, 62 (19), pp. 5196-5207. ⟨hal-01303019⟩
  • Rémi Cogranne, Cathel Zitzmann, Florent Retraint, Igor V. Nikiforov, Philippe Cornu, et al.. A local adaptive model of natural images for almost optimal detection of hidden data. Signal Processing, Elsevier, 2014, ⟨10.1016/j.sigpro.2014.01.027⟩. ⟨hal-01303044⟩
  • Jian Zhang, Lionel Fillatre, Igor V. Nikiforov. Bayesian Test for Multiple Hypothesis Testing Problem with Quadratic Loss. IFAC Proceedings Volumes, Elsevier, 2013, 46 (11), pp.506-511. ⟨10.3182/20130703-3-FR-4038.00038⟩. ⟨hal-02304209⟩
  • Blaise Kévin Guépié, Lionel Fillatre, Igor V. Nikiforov. Sequential detection of transient changes. Sequential Analysis, Taylor & Francis, 2012, ⟨10.1080/07474946.2012.719443⟩. ⟨hal-01303042⟩
  • Lionel Fillatre. Adaptive Steganalysis of Least Significant Bit Replacement in Grayscale Natural Images. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2012, 60 (2), pp.556-569. ⟨10.1109/TSP.2011.2174231⟩. ⟨hal-00923527⟩
  • Lionel Fillatre, Igor V. Nikiforov. Asymptotically Uniformly Minimax Detection and Isolation in Network Monitoring. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2012, 60 (7), pp.3357-3371. ⟨10.1109/TSP.2012.2194286⟩. ⟨hal-00923523⟩
  • Fouzi Harrou, Lionel Fillatre, Igor V. Nikiforov. Détection statistique d'anomalies d'ozone au moyen d'un réseau de capteur. Revue Internationale sur l'Ingénierie des Risques Industriels, 2011, 3 (2), pp.47-69. ⟨hal-02881302⟩
  • Lionel Fillatre. Constrained Epsilon-Minimax Test for Simultaneous Detection and Classification. IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2011, 57 (12), pp.8055-8071. ⟨10.1109/TIT.2011.2170114⟩. ⟨hal-00749180⟩
  • Pedro Casas Hernandez, Sandrine Vaton, Lionel Fillatre, Igor V. Nikiforov. Optimal volume anomaly detection and isolation in large-scale IP networks using coarse-grained measurements. Computer Networks, Elsevier, 2010, ⟨10.1016/j.comnet.2010.01.013⟩. ⟨hal-00724659⟩
  • Pedro Casas Hernandez, Lionel Fillatre, Sandrine Vaton, Igor V. Nikiforov. Reactive robust routing: anomaly localization and routing reconfiguration for dynamic networks. Journal of Network and Systems Management, Springer Verlag, 2010, 19 (1), pp.58-83. ⟨10.1007/s10922-010-9182-9⟩. ⟨hal-00565752⟩
  • Lionel Fillatre, Igor V. Nikiforov. A Fixed Size Sample Strategy for the Sequential Detection and Isolation of Non-Orthogonal Alternatives. Sequential Analysis, Taylor & Francis, 2010, 29 (2), pp.176-192. ⟨10.1080/07474941003741144⟩. ⟨hal-01564573⟩
  • Lionel Fillatre, Igor V. Nikiforov, Florent Retraint. Epsilon-Optimal Non-Bayesian Anomaly Detection for Parametric Tomography. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2008, 17 (11), pp.1985-2000. ⟨10.1109/TIP.2008.2004431⟩. ⟨hal-01564572⟩
  • Lionel Fillatre, Igor V. Nikiforov. Non-Bayesian detection and detectability of anomalies from a few noisy tomographic projections. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2007, 55 (2), pp.401-413. ⟨10.1109/TSP.2006.885693⟩. ⟨hal-01564569⟩
  • Lionel Fillatre, Igor V. Nikiforov, Florent Retraint. A simple Algorithm for Defect Detection From a Few Radiographies. Journal of Computers (JCP), Academy Publisher, 2007, 2 (6), pp.26-34. ⟨hal-01564570⟩
  • Lionel Fillatre, Igor V. Nikiforov. A statistical detection of an anomaly from a few noisy tomographic projections. Eurasip Journal on Applied Signal Processing, Hindawi Publishing Corporation, 2005, Advances in Intelligent Vision Systems: Methods and Applications - Part II, 14, pp.2215-2228. ⟨10.1155/ASP.2005.2215⟩. ⟨hal-01562647⟩

Conference papers116 documents

  • Diana Resmerita, Rodrigo Cabral Farias, Lionel Fillatre. Classification Error Approximation of a Compressed Linear Softmax Layer. 2021 29th European Signal Processing Conference (EUSIPCO), Aug 2021, Dublin, Ireland. pp.1446-1450, ⟨10.23919/EUSIPCO54536.2021.9616015⟩. ⟨hal-03624036⟩
  • Mahiout Thomas, Lionel Fillatre, Deruaz-Pepin Laurent. Explainable Deep Learning Detection of Gaussian Propeller Noise with Unknown Signal-to-Noise Ratio. 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), Oct 2021, Gold Coast, France. pp.1-6, ⟨10.1109/MLSP52302.2021.9596566⟩. ⟨hal-03624031⟩
  • Marie Guyomard, Cyprien Gilet, Susana Barbosa, Lionel Fillatre. Réseaux de Neurones Convolutifs avec Apprentissage Minimax pour des Proportions par classe incertaines et déséquilibrées. ORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France. ⟨hal-03339661⟩
  • Marie Guyomard, Cyprien Gilet, Susana Barbosa, Lionel Fillatre. Sur l'équivalence entre la régression logistique à base de splines et l'apprentissage profond. Congrès des Jeunes Chercheuses et Chercheurs en Mathématiques Appliquées, Oct 2021, Palaiseau, France. ⟨hal-03624278⟩
  • Diana Resmerita, Rodrigo Cabral Farias, Benoit Dupont de Dinechin, Lionel Fillatre. Distortion Approximation of a Compressed Softmax Layer. 2021 IEEE Statistical Signal Processing Workshop (SSP), Jul 2021, Rio de Janeiro, Brazil. pp.491-495, ⟨10.1109/SSP49050.2021.9513733⟩. ⟨hal-03624052⟩
  • Mahiout Thomas, Lionel Fillatre, Deruaz-Pepin Laurent. Propeller Noise Detection with Deep Learning. ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. pp.306-310, ⟨10.1109/ICASSP40776.2020.9054024⟩. ⟨hal-02906778⟩
  • Marie Guyomard, Dann Ouizeman, Renaud Schiappa, Cyprien Gilet, Jocelyn Gal, et al.. Diagnostic non invasif de la NASH fibrosante à l’aide de l’intelligence artificielle. 87e Journées Scientifiques de l'AFEF, Oct 2020, Paris, France. ⟨hal-03628932⟩
  • Cyprien Gilet, Susana Barbosa, Lionel Fillatre. Apprentissage d’un classifieur Minimax-Regret pour données hétérogènes et priors incertains. 52emes Journées de Statistiques, Jun 2020, Nice, France. ⟨hal-03624269⟩
  • Diana Resmerita, Rodrigo Cabral Farias, Benoît Dupont de Dinechin, Lionel Fillatre. Benchmarking Alternative Floating-Point Formats for Deep Learning Inference. COMPAS, 2020, Lyon, France. ⟨hal-03625485⟩
  • Cyprien Gilet, Marie Guyomard, Susana Barbosa, Lionel Fillatre. Adjusting Decision Trees for Uncertain Class Proportions. ECML/PKDD 2020 Tutorial and Workshop on Uncertainty in Machine Learning, Sep 2020, Ghent, Belgium. ⟨hal-03624100⟩
  • Diana Resmerita, Rodrigo Cabral Farias, Benoît Dupont de Dinechin, Lionel Fillatre. Compression des réseaux de neurones profonds à base de quantification uniforme et non-uniforme. Colloque GRETSI, Aug 2019, Lille, France. ⟨hal-02906788⟩
  • Cyprien Gilet, Susana Barbosa, Lionel Fillatre. Apprentissage d'un classificateur minimax pour données discrètes. 51èmes Journées de Statistique, Jun 2019, Vandœuvre-lès-Nancy, France. ⟨hal-02906849⟩
  • Cyprien Gilet, Lionel Fillatre. Anomaly Detection with Discrete Minimax Classifier for Imbalanced dataset or Uncertain Class Proportions. 2nd World Congress on Condition Monitoring 2019, Dec 2019, Singapore, Singapore. ⟨hal-02906773⟩
  • Cyprien Gilet, Susana Barbosa, Lionel Fillatre. Apprentissage d’un classifieur minimax pour données discrètes. 51emes Journées de Statistiques, Jun 2019, Nancy, France. ⟨hal-03624259⟩
  • Cyprien Gilet, Susana Barbosa, Lionel Fillatre. Box-Constrained Optimization for Minimax Supervised Learning. 19th French-German-Swiss conference on Optimization, Sep 2019, Nice, France. ⟨hal-02906851⟩
  • Diana Resmerita, Rodrigo Cabral Farias, Benoît Dupont de Dinechin, Lionel Fillatre. Compression des réseaux de neurones profonds à base de quantification uniforme et non-uniforme. Orasis 2019, May 2019, Saint-Dié-des-Vosges, France. ⟨hal-02906786⟩
  • Cyprien Gilet, Susana Barbosa, Lionel Fillatre. Minimax Classifier with Box Constraint on the Priors. Machine Learning for Health (ML4H) at NeurIPS 2019, Dec 2019, Vancouver, Canada. ⟨hal-02906763⟩
  • Effrosyni Doutsi, Lionel Fillatre, Marc Antonini. Efficiency of the Bio-Inspired Leaky Integrate-and-Fire Neuron for Signal Coding. EUSIPCO (27th European Signal Processing Conference), Sep 2019, Coruña, Spain. ⟨hal-02146548⟩
  • Cyprien Gilet, Susana Barbosa, Lionel Fillatre. Apprentissage d’un classifieur minimax pour données discrètes. Colloque GRETSI, Aug 2019, Lille, France. ⟨hal-02906850⟩
  • Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin. NEURO-INSPIRED QUANTIZATION. 25th IEEE International Conference on Image Processing (ICIP 2018), Oct 2018, Athènes, Greece. pp.689-693, ⟨10.1109/ICIP.2018.8451793⟩. ⟨hal-02144872⟩
  • Danny Schmitt, Lionel Fillatre. Apprentissage Paramétrique d'un Classifieur de Neyman-Pearson. 50èmes Journées de Statistique, May 2018, Paris Saclay, France. ⟨hal-02906817⟩
  • Danny Schmitt, Lionel Fillatre, Michel Barlaud. Apprentissage Statistique Optimal d'un Classifieur de Neyman-Pearson Paramétrique. Colloque GRETSI, Sep 2017, Juan-les-Pins, France. ⟨hal-01562643⟩
  • Jian Zhang, Lionel Fillatre, Igor V. Nikiforov. Bayesian Test with Quadratic Criterion for Multiple Hypothesis Testing Problem. 2017 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration (ICIICII), Dec 2017, Wuhan, China. pp.294-300, ⟨10.1109/ICIICII.2017.77⟩. ⟨hal-03323258⟩
  • Blaise Kévin Guépié, Lionel Fillatre, Igor V. Nikiforov. Sequential detection of transient changes (the case of dynamic profile). 6th International Workshop in Sequential Methodologies, 2017, Rouen, France. ⟨hal-02632339⟩
  • Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin. Bio-inspired quantization. XXVIeme Colloque GRETSI, Sep 2017, Juan-les-Pins, France. ⟨hal-01562644⟩
  • Lionel Fillatre. Détection et Classification Minimax d'Observations Discrètes. 49ème Journées de Statistique, May 2017, Avignon, France. ⟨hal-01543558⟩
  • Guillaume Perez, Michel Barlaud, Lionel Fillatre, Jean-Charles Régin. A filtered bucket-clustering method for Projection onto the Simplex and the l1 ball. Colloque GRETSI, Sep 2017, Juan-les-Pins, France. ⟨hal-01562642⟩
  • Lionel Fillatre, Igor V. Nikiforov. Learning-Based Epsilon Most Stringent Test for Gaussian Samples Classification. IEEE International Symposium on Information Theory (ISIT), Jun 2017, Aachen, Germany. ⟨hal-01562638⟩
  • van Long Do, Lionel Fillatre, Igor V. Nikiforov. Sequential detection of cyber-physical attacks on industrial systems. JSM 2016 (Joint Statistical Meeting), Jul 2016, Chicago, United States. ⟨hal-02884669⟩
  • Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin. Retina inspired Video Codec. Picture Coding Symposium, Dec 2016, Nuremberg, Germany. ⟨10.1109/PCS.2016.7906309⟩. ⟨hal-01510010⟩
  • Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin. Video analysis and synthesis based on a retinal-inspired frame. 23rd European Signal Processing Conference (EUSIPCO), 2015, Nice, France. pp.2226 - 2230, ⟨10.1109/EUSIPCO.2015.7362780⟩. ⟨hal-01303089⟩
  • Jian Zhang, Lionel Fillatre, Igor V. Nikiforov. Better Bounds for Bayesian Multiple Test with Quadratic Loss Function. International Conference on Industrial Informatics-Computing Technology, Intelligent Technology, Industrial Information Integration (ICIICII), 2015, Wuhan, China. ⟨hal-01303099⟩
  • Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin. Retinal-inspired filtering for dynamic image coding. IEEE International Conference on Image Processing (ICIP), 2015, Québec City, Canada. pp.3505 - 3509, ⟨10.1109/ICIP.2015.7351456⟩. ⟨hal-01303088⟩
  • van Long Do, Lionel Fillatre, Igor V. Nikiforov. Sensitivity analysis of the sequential test for detecting cyber-physical attacks. 23rd European Signal Processing Conference (EUSIPCO), 2015, Nice, France. pp.2261-2265, ⟨10.1109/EUSIPCO.2015.7362787⟩. ⟨hal-01303085⟩
  • Lionel Fillatre. Bayes classification for asynchronous event-based cameras. 23rd European Signal Processing Conference (EUSIPCO), 2015, Nice, France. ⟨hal-01303096⟩
  • Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin. Signal reconstruction from a bio-inspired event-based code. Colloque GRETSI, 2015, Lyon, France. ⟨hal-01303087⟩
  • Van Long Do, van Long Do, Lionel Fillatre, Igor V. Nikiforov. Two sub-optimal algorithms for detecting cyber/physical attacks on SCADA systems. Xth International Conference System Identification and Control Problems, SICPRO’15, Jan 2015, Moscow, Russia. pp.1144-1156. ⟨hal-02884129⟩
  • van Long Do, Lionel Fillatre, Igor V. Nikiforov. Sequential monitoring of SCADA systems against cyber/physical attacks. 9th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes SAFEPROCESS, 2015, Paris, France. ⟨hal-01303098⟩
  • Effrosyni Doutsi, Lionel Fillatre, Marc Antonini, Julien Gaulmin. Event-based coding of still images using a bio-inspired frame. International Conference on Event-based Control, Communication, and Signal Processing (EBCCSP), 2015, Krakow, Poland. ⟨hal-01303086⟩
  • Abdourrahmane Atto, Lionel Fillatre, Marc Antonini, Igor V. Nikiforov. Simulation of Image Time Series from Dynamical Fractional Brownian Fields. IEEE International Conference on Image Processing (ICIP), Oct 2014, Paris, France. pp.6086-6090, ⟨10.1109/ICIP.2014.7026228⟩. ⟨hal-01018847⟩
  • Lionel Fillatre, Igor V. Nikiforov, Marc Antonini, Abdourrahmane Atto. Uniformly most powerful detection for integrate and fire time encoding. European Signal Processing Conference (EUSIPCO), Sep 2014, Lisbon, Portugal. ⟨hal-01099477⟩
  • van Long Do, Lionel Fillatre, Igor V. Nikiforov. A statistical method for detecting cyber/physical attacks on SCADA systems. IEEE Conference on Control Applications (CCA), Oct 2014, Juan Les Pins, France. ⟨10.1109/CCA.2014.6981373⟩. ⟨hal-01303083⟩
  • Lionel Fillatre, Muriel Dumontet, Wafa Bel Haj Ali, Marc Antonini, Michel Barlaud. Hybrid weighted-stego detection using machine learning. IEEE International Conference on Image Processing (ICIP), 2014, Paris, France. ⟨hal-01303095⟩
  • Lionel Fillatre, Marc Antonini. Uniformly minimum variance unbiased estimation for asynchronous event-based cameras. IEEE International Conference on Image Processing (ICIP), 2014, Paris, France. ⟨hal-01303104⟩
  • Jian Zhang, Lionel Fillatre, Igor V. Nikiforov. Test Bayésien entre hypothèses multiples avec critère quadratique. GRETSI 2013, Sep 2013, Brest, France. ⟨hal-00923522⟩
  • Francis Campan, van Long Do, Patrick Nader, Paul Honeine, Pierre Beauseroy, et al.. Surveillance Continue d’Activité et Localisation d’Agressions. Workshop Interdisciplinaire sur la Sécurité Globale (WISG), 2013, Troyes, France. ⟨hal-01303127⟩
  • Blaise Kévin Guépié, Lionel Fillatre, Igor V. Nikiforov. Détection séquentielle d’un signal transitoire dynamique dans les systèmes à sécurité critique. Colloque GRETSI, 2013, Brest, France. ⟨hal-01303097⟩
  • Guoliang Zhu, Lionel Fillatre, Igor V. Nikiforov. Impact of the data uncertainties on the regression model: application to the trajectory-aided surface GNSS navigation. GRETSI 2013, Sep 2013, Brest, France. ⟨hal-00923223⟩
  • Guoliang Zhu, Lionel Fillatre, Igor V. Nikiforov. Estimation of the train travelled distance, velocity and acceleration by using GPS signals. European Navigation Conference 2013, Apr 2013, Vienna, Austria. ⟨hal-00923214⟩
  • Jian Zhang, Lionel Fillatre, Igor V. Nikiforov. Bayesian Test for Multiple Hypothesis Testing Problem with Quadratic Loss. 11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing, Jul 2013, Caen, France. ⟨hal-00923521⟩
  • Blaise Kévin Guépié, Lionel Fillatre, Igor V. Nikiforov. Sequential detection of transient changes. The 4th International Workshop in Sequential Methodologies, Jul 2013, Athens, United States. ⟨hal-02632099⟩
  • Guoliang Zhu, Lionel Fillatre, Igor V. Nikiforov. Impact of the Railway Centerline Geometry Uncertainties on the Train Velocity Estimation by GPS. 5th International Conference on Personal Satellite Services, Jun 2013, Toulouse, France. pp.156-161. ⟨hal-00923230⟩
  • Fouzi Harrou, Lionel Fillatre, Michel Bobbia, Igor V. Nikiforov. Statistical detection of abnormal ozone measurements based on Constrained Generalized Likelihood Ratio test. IEEE 52nd Annual Conference on Decision and Control (CDC), Dec 2013, Firenze, Italy. pp.4997-5002, ⟨10.1109/CDC.2013.6760673⟩. ⟨hal-01303116⟩
  • Guoliang Zhu, Lionel Fillatre, Igor V. Nikiforov. Improvement of trajectory-aided GNSS land navigation: precision and integrity of train positioning. The 7th International satellite navigation Forum, Apr 2013, Moscow, Russia. ⟨hal-00923226⟩
  • Asmaa Amehraye, Lionel Fillatre, Nicholas Evans. Voice activity detection based on a statistical semiparametric test. IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, Canada. pp.6367-6371. ⟨hal-00923235⟩
  • Rémi Cogranne, Cathel Zitzmann, Florent Retraint, Igor V. Nikiforov, Lionel Fillatre, et al.. Statistical detection of LSB matching in the presence of nuisance parameters. Statistical Signal Processing Workshop, 2012, Ann Arbor, United States. pp.912-915, ⟨10.1109/SSP.2012.6319857⟩. ⟨hal-01303081⟩
  • Zineb Noumir, Blaise Kévin Guépié, Lionel Fillatre, Paul Honeine, Igor V. Nikiforov, et al.. Detection of contamination in water distribution network. Advances in Hydroinformatics, 2012, Nice, France. ⟨10.1007/978-981-4451-42-0_12⟩. ⟨hal-01303112⟩
  • Blaise Kévin Guépié, Lionel Fillatre, Igor V. Nikiforov. Detecting an abrupt change of finite duration. Conference Record of the Forty Sixth Asilomar Conference on Signals, Systems and Computers (ASILOMAR), 2012, Pacific Grove, United States. ⟨hal-01303125⟩
  • Blaise Kévin Guépié, Lionel Fillatre, Igor V. Nikiforov. Sequential Monitoring of Water Distribution Network. 16th IFAC Symposium on System Identification, Oct 2012, Brussels, Belgium. pp.392-397, ⟨10.3182/20120711-3-BE-2027.00114⟩. ⟨hal-02632118v2⟩
  • Huan Yin, Francis Campan, Blaise Kévin Guépié, Zineb Noumir, Lionel Fillatre, et al.. VigiRes'Eau : Surveiller un réseau de distribution d'eau potable. Workshop Interdisciplinaire sur la Sécurité Globale (WISG 2012), Jan 2012, Troyes, France. ⟨hal-02632233⟩
  • Asmaa Amehraye, Lionel Fillatre. A new approach for semiparametric detection. IEEE International Conference on Acoustics, Speech and Signal Processing, Mar 2012, Kyoto, Japan. pp.3949-3952, ⟨10.1109/ICASSP.2012.6288782⟩. ⟨hal-00923525⟩
  • Cathel Zitzmann, Rémi Cogranne, Lionel Fillatre, Igor V. Nikiforov, Florent Retraint, et al.. Hidden information detection based on quantized Laplacian distribution. IEEE International Conference On Acoustics, Speech and Signal Processing (ICASSP), 2012, Kyoto, Japan. ⟨10.1109/ICASSP.2012.6288248⟩. ⟨hal-01303103⟩
  • Stéphane Deveughèle, Charles Perez, Marc Lemercier, Huan Yin, B. Birregah, et al.. VigiRes'Eau. Proc. 10th International Conference on Hydroinformatics, 2012, Hamburg, Germany. ⟨hal-01966013⟩
  • Rémi Cogranne, Cathel Zitzmann, Florent Retraint, Igor V. Nikiforov, Philippe Cornu, et al.. Statistical detection of information hiding based on adjacent pixels difference. European Signal Processing Conference (EUSIPCO-2012), Aug 2012, Bucharest, Romania. pp.1737-1741. ⟨hal-02573455⟩
  • Zineb Noumir, Blaise Kévin Guépié, Lionel Fillatre, Paul Honeiné, Igor V. Nikiforov, et al.. Detection of contamination in water distribution network. 2nd International Conference SimHydro: New trends in simulation hydroinformatics and 3D modeling, 2012, Sophia-Antipolis, France. ⟨hal-02870498⟩
  • Rémi Cogranne, Cathel Zitzmann, Florent Retraint, Igor V. Nikiforov, Lionel Fillatre, et al.. Statistical Detection of LSB Matching Using Hypothesis Testing Theory. 14th International Conference, IH 2012, May 2012, Berkeley, United States. pp.46-62, ⟨10.1007/978-3-642-36373-3_4⟩. ⟨hal-02573451⟩
  • Rémi Cogranne, Cathel Zitzmann, Lionel Fillatre, Florent Retraint, Igor V. Nikiforov, et al.. A Cover Image Model For Reliable Steganalysis. 13th International Conference, IH 2011, May 2011, Prague, Czech Republic. pp.163-177, ⟨10.1007/978-3-642-24178-9_13⟩. ⟨hal-02573461⟩
  • Lionel Fillatre. Constrained epsilon-equalizer test for multiple hypothesis testing. IEEE International Symposium on Information Theory Proceedings (ISIT), Jul 2011, St. Petersburg, Russia. pp.2994-2998. ⟨hal-00923526⟩
  • Lionel Fillatre, Paul Honeine, Igor V. Nikiforov, Cédric Richard, Hichem Snoussi, et al.. VigiRes'Eau : Surveillance en temps réel de la qualité de l'eau potable d'un réseau de distribution en vue de la détection d'intrusions. Workshop Interdisciplinaire sur la Sécurité Globale (WISG 2013), Jan 2011, Troyes, France. ⟨hal-02632317⟩
  • Blaise Kévin Guépié, Lionel Fillatre, Igor V. Nikiforov. Sequential monitoring of water distribution network. International Workshop in Sequential Methodologies, Jun 2011, Stanford, United States. ⟨hal-02632360⟩
  • Rémi Cogranne, Cathel Zitzmann, Lionel Fillatre, Florent Retraint, Igor V. Nikiforov, et al.. Détection quasi-optimale d'informations cachées basée sur un modèle local non-linéaire. XXIIIième colloque GRETSI, Sep 2011, Bordeaux, France. pp.4. ⟨hal-00640668⟩
  • Rémi Cogranne, Lionel Fillatre, Florent Retraint, Cathel Zitzmann. Détection Optimale d'Information Cachées Indépendante du Contenu des Images. Journées codes et stéganographie, Jan 2011, Saint Cyr - Coëtquidan, France. pp.6. ⟨hal-00640667⟩
  • Lionel Fillatre, Igor V. Nikiforov. Fault Detection and Isolation in Large-Scale IP Network. IFAC World Congress, 2011, Milano, Italy. ⟨hal-01303124⟩
  • Lionel Fillatre, Igor V. Nikiforov. A new criterion for optimal constrained minimax detection and classification. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011, Prague, Czech Republic. ⟨hal-01303123⟩
  • Rémi Cogranne, Cathel Zitzmann, Lionel Fillatre, Florent Retraint, Igor V. Nikiforov, et al.. Statistical decision by using quantized observations. 2011 IEEE International Symposium on Information Theory - ISIT, Jul 2011, St. Petersburg, Russia. pp.1210-1214, ⟨10.1109/ISIT.2011.6033727⟩. ⟨hal-02362342⟩
  • Fouzi Harrou, Lionel Fillatre, Igor V. Nikiforov. Détection statistique d'anomalies et surveillance électronique mobile. Surveillance, Sureté, Sécurité des Grands Systèmes, GIS-3SGS'11, Oct 2011, Valenciennes, France. ⟨hal-02884150⟩
  • Diana Resmerita, Rodrigo Cabral Farias, Benoît Dupont de Dinechin, Lionel Fillatre. Hypothesis testing by using quantized observations. 2011 IEEE Statistical Signal Processing Workshop (SSP), Jun 2011, Nice, France. pp.501-504, ⟨10.1109/SSP.2011.5967743⟩. ⟨hal-03624147⟩
  • Asmaa Amehraye, Lionel Fillatre, Dominique Pastor. An optimal filtering for unmasked noise prevention. ICASSP: 36th international conference on acoustics speech and signal processing, May 2011, Prague, Czech Republic. ⟨hal-00609540⟩
  • Rémi Cogranne, Philippe Cornu, Lionel Fillatre, Igor V. Nikiforov, Florent Retraint, et al.. Méthodes statistiques de détection d'informations cachées. Workshop Interdisciplinaire sur la sécurité Globale, Jan 2011, Troyes, France. ⟨hal-02573464⟩
  • Cathel Zitzmann, Rémi Cogranne, Florent Retraint, Igor V. Nikiforov, Lionel Fillatre, et al.. Détection Optimale à base de Laplacienne quantifiée. XXIIIième colloque GRETSI, Sep 2011, Bordeaux, France. ⟨hal-02573466⟩
  • Grégory Bonnet, Ihsan Ullah, Guillaume Doyen, Lionel Fillatre, Dominique Gaïti, et al.. A Semi-Markovian Individual Model of Users for P2P Video Streaming Applications. Proceedings of the 4th International Conference on New Technologies, Mobility and Security, Feb 2011, paris, France. pp.1-5. ⟨hal-00952019⟩
  • Cathel Zitzmann, Rémi Cogranne, Florent Retraint, Igor V. Nikiforov, Lionel Fillatre, et al.. Hypothesis testing by using quantized observations. 2011 IEEE Statistical Signal Processing Workshop (SSP), Jun 2011, Nice, France. pp.501-504, ⟨10.1109/SSP.2011.5967743⟩. ⟨hal-02319139⟩
  • Rémi Cogranne, Cathel Zitzmann, Lionel Fillatre, Igor V. Nikiforov, Florent Retraint, et al.. Reliable detection of hidden information based on a non-linear local model. 2011 IEEE Statistical Signal Processing Workshop (SSP), Jun 2011, Nice, France. pp.493-496, ⟨10.1109/SSP.2011.5967740⟩. ⟨hal-02359577⟩
  • Cathel Zitzmann, Rémi Cogranne, Florent Retraint, Igor V. Nikiforov, Lionel Fillatre, et al.. Statistical Decision Methods in Hidden Information Detection. 13th International Conference, IH 2011, May 2011, Prague, Czech Republic. pp.163-177, ⟨10.1007/978-3-642-24178-9_12⟩. ⟨hal-02573459⟩
  • Rémi Cogranne, Florent Retraint, Lionel Fillatre, Cathel Zitzmann. Modélisation des images naturelles pour la criminalistique numérique. Workshop 3SGS, Sep 2010, Reims, France. ⟨hal-02573471⟩
  • Lionel Fillatre, Igor V. Nikiforov, Guillaume Doyen, Grégory Bonnet. Sequential decision procedures in networks. Fifth International Workshop in Applied Probability, Jul 2010, Colmenarejo, Spain. ⟨hal-02611017⟩
  • Rémi Cogranne, Philippe Cornu, Lionel Fillatre, Igor V. Nikiforov, Florent Retraint, et al.. Recherche d'Informations Cachées : la deuxième année. WISG'10, Jan 2010, Troyes, France. ⟨hal-02573468⟩
  • Lionel Fillatre, Igor V. Nikiforov. Sequential detection and isolation of non-orthogonal alternatives. International Workshop in Sequential Methodologies (IWSM) 2009, Jun 2009, Troyes, France. ⟨hal-02883356⟩
  • Rémi Cogranne, Philippe Cornu, Lionel Fillatre, Igor V. Nikiforov, Florent Retraint. Recherche d'Informations Cachées : la première année. WISG'09, Jan 2009, Troyes, France. ⟨hal-02573474⟩
  • Pedro Casas Hernandez, Sandrine Vaton, Lionel Fillatre, Thierry Chonavel. Efficient methods for traffic matrix modeling and on-line estimation in large-scale IP networks. ITC'21 : 21st conference on International Teletraffic Congress, Sep 2009, Paris, France. pp.1-8. ⟨hal-00527606⟩
  • Lionel Fillatre, Igor V. Nikiforov. Fixed Size Sample Strategy for Change Detection and Isolation of Non-Orthogonal Faults. 7th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes : SAFEPROCESS'09, Jun 2009, Barcelona, Spain. pp.283-288, ⟨10.3182/20090630-4-ES-2003.00047⟩. ⟨hal-02883359⟩
  • Fouzi Harrou, Lionel Fillatre, Igor V. Nikiforov. Détection statistique de pics de pollution d'ozone au moyen d'un réseau de capteur. CIRI 2009, May 2009, Reims, France. ⟨hal-02883361⟩
  • Lionel Fillatre, Igor V. Nikiforov. Détection et localisation séquentielle d'anomalies non-orthogonales. GRETSI 2009, Sep 2009, Dijon, France. ⟨hal-02884154⟩
  • Fouzi Harrou, Lionel Fillatre, Igor V. Nikiforov. Algorithms of real time automatic processing of three component seismograms. 8th International Conference on System Identification and Control Problems, Jan 2009, Moscow, Russia. pp.1019-1034. ⟨hal-02883367⟩
  • Fouzi Harrou, Lionel Fillatre, Igor V. Nikiforov. Détection statistique dans un système linéaire avec des paramètres de nuisance bornés. Qualita 2009, Mar 2009, Besançon, France. ⟨hal-02883362⟩
  • Fouzi Harrou, Lionel Fillatre, Igor V. Nikiforov. Bounded nuisance rejection and redundant sensor network. 8th International Conference on System Identification and Control Problems, Jan 2009, Moscow, Russia. pp.786-795. ⟨hal-02883365⟩
  • Philippe Cornu, Lionel Fillatre, Igor V. Nikiforov, Florent Retraint. Recherche d'informations cachées. Workshop interdisciplinaire sur la securité globale, WISG'08, Jan 2008, Troyes, France. ⟨hal-02884156⟩
  • Fouzi Harrou, Lionel Fillatre, Igor V. Nikiforov. Détection d'anomalies en présence de paramètres de nuisance bornés. 1er Workshop du Groupement d'Intérêt Scientifique « Surveillance, Sûreté, Sécurité des Grands Systèmes, 3SGS'08, Jun 2008, Troyes, France. ⟨hal-02884160⟩
  • Lionel Fillatre, Igor V. Nikiforov, Pedro Casas Hernandez, Sandrine Vaton. Optimal volume anomaly detection in network traffic flows. EUSIPCO'08 : 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. ⟨hal-00540901⟩
  • Fouzi Harrou, Lionel Fillatre, Igor V. Nikiforov. Anomaly detection with bounded nuisance parameters and safe train navigation. 2008 10th International Conference on Control, Automation, Robotics and Vision (ICARCV), Dec 2008, Hanoi, Vietnam. pp.1021-1026, ⟨10.1109/ICARCV.2008.4795659⟩. ⟨hal-02883375⟩
  • Lionel Fillatre, Igor V. Nikiforov, Sandrine Vaton, Pedro Casas Hernandez. Sequential non Bayesian network traffic flows anomaly detection and isolation. IWAP 2008: International Workshop on Applied Probability, Jul 2008, Compiègne, France. ⟨hal-00540885⟩
  • Pedro Casas Hernandez, Lionel Fillatre, Sandrine Vaton. Multi hour robust routing and fast load change detection. ICC 2008 : IEEE International Conference on Communications, May 2008, Beijing, China. pp.5777-5782, ⟨10.1109/ICC.2008.1081⟩. ⟨hal-00540896⟩
  • Pedro Casas Hernandez, Lionel Fillatre, Sandrine Vaton, Igor V. Nikiforov. Volume anomaly detection in data networks : an optimal detection algorithm vs the PCA approach. FITraMEn 2008, 2008, Porto, Portugal. pp.113, ⟨10.1007/978-3-642-04576-9⟩. ⟨hal-00486765v2⟩
  • Pedro Casas Hernandez, Lionel Fillatre, Sandrine Vaton. Robust and reactive traffic engineering for dynamic traffic demands. NGI 2008: 4th EuroNGI Conference on Next Generation Internet Networks, May 2008, Krakow, Poland. pp.69-76, ⟨10.1109/NGI.2008.16⟩. ⟨hal-00540898⟩
  • Lionel Fillatre, Igor V. Nikiforov, Sandrine Vaton. Détection-localisation séquentielle d'anomalies volumiques dans un réseau. GRETSI 2007 : 21ème collloque sur le traitement du signal et des images, 11-14 septembre, Troyes, France, Sep 2007, Troyes, France. ⟨hal-00504290⟩
  • Lionel Fillatre, Igor V. Nikiforov, Sandrine Vaton. Sequential Non-Bayesian Change Detection-Isolation and Its Application to the Network Traffic Flows Anomaly Detection. 56th Session of the ISI, INTERNATIONAL STATISTICAL INSTITUTE, Aug 2007, Lisboa, Portugal. ⟨hal-02883377⟩
  • Lionel Fillatre, Florent Retraint, Igor V. Nikiforov. A statistical detection scheme for radiographic inspection. European Conference on Non-Destructive Testing 2006, Sep 2006, Berlin, Germany. ⟨hal-02883968⟩
  • Lionel Fillatre, Igor V. Nikiforov, Florent Retraint. ε-Optimal Anomaly Detection in Parametric Tomography. 2006 IEEE International Conference on Acoustics Speed and Signal Processing, May 2006, Toulouse, France. pp.III-277-III-280, ⟨10.1109/ICASSP.2006.1660644⟩. ⟨hal-02366204⟩
  • Lionel Fillatre, Florent Retraint, Igor V. Nikiforov. Epsilon-optimal anomaly detection in parametric tomography. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2006, May 2006, Toulouse, France. ⟨hal-02883958⟩
  • Christophe Macabiau, Bertrand Gerfault, Igor V. Nikiforov, Lionel Fillatre, Benoit Roturier, et al.. RAIM performance in presence of multiple range failures. ION NTM 2005, National Technical Meeting of The Institute of Navigation, Jan 2005, San Diego, United States. pp 779 - 791. ⟨hal-01021739⟩
  • Lionel Fillatre, Florent Retraint, Igor V. Nikiforov. Detectability of anomalies from a few noisy tomographic projections. 16th IFAC World Congress, Jul 2005, Prague, Czech Republic. pp.1029-1034, ⟨10.3182/20050703-6-CZ-1902.00173⟩. ⟨hal-02883993⟩
  • Lionel Fillatre, Igor V. Nikiforov. Detection and localization of an anomaly from noisy projections. International Symposium onInformation Theory, 2004. ISIT 2004, Jun 2004, Chicago, United States. pp.550-550, ⟨10.1109/ISIT.2004.1365587⟩. ⟨hal-02884036⟩
  • Lionel Fillatre, Igor V. Nikiforov. Une approche asymptotique pour localiser une anomalie à partir d'un nombre limité de projections. XXXVIèmes Journées de Statistique, May 2004, Montpellier, France. ⟨hal-02884019⟩
  • Lionel Fillatre, Florent Retraint, Igor V. Nikiforov. Détection statistique d'une anomalie à partir de projections tomographiques. GRETSI'03, Sep 2003, Paris, France. ⟨hal-02884162⟩
  • Lionel Fillatre, Igor V. Nikiforov. A statistical detection of an anomaly/target from noisy tomographic projections. CT-IP'03, Jun 2003, Berlin, Germany. pp.307-315. ⟨hal-02884094⟩
  • Lionel Fillatre, Igor V. Nikiforov. A statistical detection of an anomaly/target from noisy tomographic projections. 3rd International Symposium on Image and Signal Processing and Analysis, 2003. ISPA 2003, Sep 2003, Rome, Italy. pp.399-404, ⟨10.1109/ISPA.2003.1296930⟩. ⟨hal-02884095⟩

Poster communications1 document

  • Mahiout Thomas, Lionel Fillatre, Deruaz-Pepin Laurent. Underwater Target Classification with Explainable Deep Learning Architecture. 4ème édition du Soph.I.A. Summit, Nov 2021, Sophia Antipolis, France. ⟨hal-03624083⟩

Book sections2 documents

  • Cyprien Gilet, Lionel Fillatre. Anomaly Detection with Discrete Minimax Classifier for Imbalanced Dataset or Uncertain Class Proportions. Advances in Condition Monitoring and Structural Health Monitoring, Springer Singapore, pp.179-187, 2021, Lecture Notes in Mechanical Engineering, ⟨10.1007/978-981-15-9199-0_17⟩. ⟨hal-03624063⟩
  • Lionel Fillatre, Damien Lepiller. Processing Solutions for Big Data in Astronomy. EAS Publications Series. Mathematical Tools for Instrumentation & Signal Processing in Astronomy, 78-79, pp.179-208, 2016. ⟨hal-01562640⟩

Patents1 document

  • Wafa Bel Haj Ali, El Chérif Ibrahim, Raoul Belzeaux, Lionel Fillatre, Nicolas Glaichenhaus, et al.. A method for differentially diagnosing in vitro a bipolar disorder and a major depressive disorder. United States, Patent n° : US20210285967A1. 2021. ⟨hal-03624033⟩

Other publications1 document

  • Lionel Fillatre, Cyprien Gilet, Susana Barbosa. Box-Constrained Minimax Classifier for Personalized Medicine. 2019. ⟨hal-02906813⟩

Preprints, Working Papers, ...2 documents

  • Michel Barlaud, Patrick Louis Combettes, Lionel Fillatre. Constrained Convex Neyman-Pearson Classification Using an Outer Approximation Splitting Method. 2015. ⟨hal-01160831⟩
  • Rémi Cogranne, Cathel Zitzmann, Florent Retraint, Lionel Fillatre, Igor V. Nikiforov. Applications de la théorie de la décision statistique à l'évaluation de la sécurité de stégosystèmes. 2012. ⟨hal-00691452⟩

Reports1 document

  • Igor V. Nikiforov, Fouzi Harrou, Pierre Beauseroy, Edith Grall-Maës, Blaise Kévin Guépié, et al.. Détection statistique précoce de bouchage total d'assemblage. [Rapport Technique] GIS-CEA. 2012. ⟨hal-02518705⟩