Jean-François Bercher
Publications
Publications
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Damage detection of civil structures through machine learning approachesInternational Association for Bridge and Structural Engineering Congress Ghent 2025, The International Association for Bridge and Structural Engineering (IABSE), Aug 2025, Gand, Belgium |
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Low-Complexity Approach to Intelligent SHM by Combining Machine Learning Models Using Single-Sensor DataThe 15th International Workshop on Structural Health Monitoring (IWSHM), Chang, Fu-Kuo and Guemes, Alfredo, Sep 2025, Stanford University, Stanford, CA, United States. pp.983-990, ⟨10.12783/shm2025/37384⟩ |
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Intelligent Aggregation of Single-Sensor Classifiers for Enhanced Structural Health Monitoring Networks8th International Conference on Machine Learning for Networking (MLN'2025), Selma Boumerdassi, Nour El Houda Yellas, Éric Renault, Dec 2025, Paris, France |
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Learning Representations on the Unit Sphere: Investigating Angular Gaussian and von Mises-Fisher Distributions for Online Continual LearningThe 38th Annual AAAI Conference on Artificial Intelligence, Feb 2024, Vancouver, Canada. ⟨10.1609/aaai.v38i13.29348⟩ |
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SHM analysis for damage detection using time series analysis methodsIALCCE 2023, Eighth International Symposium on Life-Cycle Civil Engineering, Fabio Biondini, Dan M. Frangopol, Jul 2023, Milan, Italy. pp.2227-2234, ⟨10.1201/9781003323020-272⟩ |
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Analyse et prédiction de séries temporelles multivariées pour la surveillance de la santé d'ouvrages d'artGRETSI 2023, XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France |
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Domain-Aware Augmentations for Unsupervised Online General Continual LearningThe 34th British Machine Vision Conference, Nov 2023, Aberdeen, United Kingdom. ⟨10.48550/arXiv.2309.06896⟩ |
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Approche basée sur l'apprentissage automatique pour la détection d'anomalies lors de la surveillance d'ouvrages8ème congrès international francophone Diagnobéton 2023, Université Gustave Eiffel; Institut de recherche en Génie civil et Mécanique - GEM; Confédération Française pour les Essais Non Destructifs - COFREND, Oct 2023, Nantes, France. pp.169-177, ⟨10.26168/ajce.41.4.20⟩ |
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New metrics for analyzing continual learnersMIRU2023 — Symposium on Image Recognition and Understanding, Jul 2023, Hamamatsu, France. ⟨10.48550/arXiv.2309.00462⟩ |
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Contrastive Learning for Online Semi-Supervised General Continual Learning2022 IEEE International Conference on Image Processing (ICIP), Oct 2022, Bordeaux, France. pp.1896-1900, ⟨10.1109/ICIP46576.2022.9897290⟩ |
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Low Complexity Approaches for End-to-End Latency Prediction2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT), Oct 2022, Kharagpur, France. pp.1-6, ⟨10.1109/ICCCNT54827.2022.9984543⟩ |
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Low Complexity Adaptive ML Approaches for End-to-End Latency Prediction5th International Conference on Machine Learning for Networking (MLN'2022), Nov 2022, Paris, France. pp.72-87, ⟨10.1007/978-3-031-36183-8_6⟩ |
An automated machine learning-based approach for structural novelty detection based on SHMEurostruct 2021, Proceedings of the 1st Conference of the European Association on Quality Control of Bridges and Structures, Aug 2021, Padoue, Italy. pp 1180-1189, ⟨10.1007/978-3-030-91877-4_134⟩ |
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On φ-entropies derived from inverse MaxEnt problemsMini Workshop Identity in science and philosophy, Jul 2019, Paris, France |
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Properties and Inequalities for φ-entropies Derived from Inverse MaxEnt ProblemsEntropy 2018: From Physics to Information Sciences and Geometry, May 2018, Barcelone, Spain |
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Dynamique et synchronisme de réplication de l'ADN dans des cellules vivantes -- Analyse de marqueurs fluorescentsXXVe colloque GRETSI, Sep 2015, Lyon, France |
Dynamic of DNA replication in single living cells11e Colloque 3R, May 2015, Presqu’île de Giens, France |
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Sur la recherche de φ-entropie à maximisante donnéeGRETSI 2015 - XXVème Colloque francophone de traitement du signal et des images, Sep 2015, Lyon, France. pp.n/c |
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Replication synchrony of allelic loci in single living cells from early to late S-phaseCold Spring Harbor Laboratory Meeting : Eukaryotic DNA Replication & Genome Maintenance, Sep 2015, New York, United States |
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Goodness-of-fit tests based on (h, ϕ)-divergences and entropy differences34th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, A. Djafari and F. Barbaresco, Sep 2014, Amboise, France |
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On some interrelations of generalized q-entropies and a generalized Fisher information, including a Cramér-Rao inequalityApplied Stochastic Models and Data Analysis, Jun 2013, Mataro (Barcelona), Spain. pp.yet_unknown |
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À propos d’extensions de l’information de Fisher et de l’inégalité de Cramér-Rao24e colloque Gretsi, Sep 2013, Brest, France. pp.4 |
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Broadband digitization for cable tuners front-endMicrowave Conference (EuMC), 2011 41st European, Oct 2011, Manchester, United Kingdom. pp.705 - 708 |
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Quelques inégalités caractérisant les gaussiennes généralisées30th Conference Gretsi, Sep 2011, Bordeaux, France |
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Design, optimization and realization of an HFB-based ADCCircuit Theory and Design (ECCTD), 2011 20th European Conference on, Aug 2011, Linkoping, Sweden. pp.138 - 141, ⟨10.1109/ECCTD.2011.6043296⟩ |
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Design, optimization and calibration of an HFB-based ADCNew Circuits and Systems Conference (NEWCAS), 2011 IEEE 9th International, Jun 2011, Bordeaux, France. pp.317 - 320, ⟨10.1109/NEWCAS.2011.5981319⟩ |
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Gain and Delay Mismatches Cancellation in LINC and Polar TransmittersInternational Symposium on Circuits and Systems (ISCAS'10), 2010, Paris, France. pp.1017-1020, ⟨10.1109/ISCAS.2010.5537365⟩ |
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Etude d'architectures de numérisation très large bandeMajestic 2010, Oct 2010, Bordeaux, France. pp.8 |
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On escort distributions, q-gaussians and Fisher information30th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Jul 2010, Chamonix, France. pp.208-215, ⟨10.1063/1.3573618⟩ |
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Geometric aspects of the non-extensive statistical theoryMaximum Entropy and Bayesian Methods (MaxEnt'09), Jul 2009, France. 10pp |
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Utilisation de la notion de copule en tomographieXXIIe colloque GRETSI, Sep 2009, France. http://documents.irevues.inist.fr/handle/2042/28915 |
Copula and TomographyInternational Conference on Computer Vision Theory and Applications (VISAPP'09), Feb 2009, France. 10pp |
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Faisabilité de référence haute fréquence pour les architectures RF16èmes Journées Nationales Microondes,JNM 2009, May 2009, Grenoble, France. 2 p |
Digital Signal Processing techniques to compensate for RF imperfections in Advanced Transmitter ArchitecturesEuropean Wireless Technology Conference (EuWit'08), 2008, France. 10pp |
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A 2GHz 65nm CMOS digitally-tuned BAW oscillator15th IEEE International Conference on Electronics, Circuits and Systems (ICECS 2008), Aug 2008, St. Julian's, Malta. pp.722-725, ⟨10.1109/ICECS.2008.4674955⟩ |
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Some Possible rationales for Rényi-Tsallis entropy maximizationInternational Workshop on Applied Probabilities (IWAP'08), 2008, Compiègne, France. 10pp |
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An Entropic View of Pickands' TheoremInternational Symposium on Information Theory (ISIT 2008), Jul 2008, Toronto, Canada. pp.2625-2628, ⟨10.1109/ISIT.2008.4595467⟩ |
Adaptive time mismatches identification and correction in polar transmitter architectureEuropean Conference on Wireless Technologies, 2007, France. pp.78-81 |
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Envelope/phase delays correction in an EER radio architecture13th IEEE International Conference on Electronics, Circuits, and Systems, (ICECS'06), 2006, France. pp.443-446 |
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Contributions to the analysis and design of an ADPLL13th IEEE International Conference on Electronics, Circuits, and Systems (ICECS'06), 2006, France. pp.322-325 |
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Time behavioral model for phase-domain ADPLL based frequency synthesizer2006 IEEE Radio and Wireless Symposium, Oct 2006, San Diego, United States. ⟨10.1109/RWS.2006.1615121⟩ |
An amended MaxEnt formulation for deriving Tsallis factors, and associated issues26th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, 2006, France. pp.441-448 |
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Bayesian classification and entropy for promoter prediction in human DNA sequences26th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt'06), 2006, France. pp.235-242 |
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Monte-Carlo estimation of time mismatch effect in an OFDM EER architecture2004 IEEE Radio and Wireless Conference, Sep 2004, Atlanta, United States. ⟨10.1109/RAWCON.2004.1389130⟩ |
Matrix Fisher inequalities for non-invertible linear systemsIEEE International Symposium on Information Theory ISIT 2002, Lausanne, Page(s): 237 -237, 2002, France. 10pp |
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A Renyi entropy convolution inequality with applicationEUSIPCO 2002, Toulouse, 2002, France. 10pp |
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Un estimateur récursif de l'entropie17eme Groupe de recherche et d'études du traitement du signal et des images (GRETSI'99), Sep 1999, Vannes, France. pp.701-704 |
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Estimating the entropy of a signal with applicationsIEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings ICASSP99, 1999, France. pp.1705 |
Bayesian Inference and maximum Entropy Methods in Science and EngineeringAmerican Institute of Physics, pp.499, 2010 |
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Radiocommunications Numériques - Principe, Modélisation et Simulation. Tome 1Dunod, 2002, Radiocommunications Numériques, ISBN: 978-2-10-059513-6 |
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Machine learning methods for anomaly detection in IoT networks, with illustrationsBoumerdassi S., Renault É., Mühlethaler P. (eds), Machine Learning for Networking, Lecture Notes in Computer Science, vol 12081. Springer, pp.287-295, 2020, ⟨10.1007/978-3-030-45778-5_19⟩ |
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Entropies and entropic criteriaJean-François Giovannelli; Jérôme Idier. Inversion methods applied to signal and image processing, Wiley, pp.26, 2015 |
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On generalized Cramér-Rao inequalities, and an extension of the Shannon-Fisher-Gauss settingValérie Girardin, Christos H. Skiadas, James R. Bozeman. New Perspectives on Stochastic Modeling and Data Analysis, ISAST, pp.19-35, 2014, 6188069874 |
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Some results on a χ-divergence, an extended Fisher information and generalized Cramér-Rao inequalitiesF. Nielsen and F. Barbaresco. Geometric Science of Information, Springer, pp.487-494, 2013, First International Conference, GSI 2013, Paris, France, August 28-30, 2013. Proceedings, 978-3-642-40019-3. ⟨10.1007/978-3-642-40020-9_53⟩ |
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Entropies et critères entropiquesJean-François GIOVANNELLI, Jérome IDIER. Méthodes d'inversion appliquées au traitement du signal et de l'image, HERMÈS / LAVOISIER, 2013, Méthodes d'inversion appliquées au traitement du signal et de l'image, 2746245485 |
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Learning Representations on the Unit Sphere: Application to Online Continual Learning2023 |
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An amended MaxEnt formulation for deriving Tsallis factors, and associated issues2006 |
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Entropies et RadiotechniqueTraitement du signal et de l'image [eess.SP]. Université Paris-Est, 2009 |