{"id":10,"date":"2022-11-22T10:20:03","date_gmt":"2022-11-22T09:20:03","guid":{"rendered":"https:\/\/pagesperso.g-scop.grenoble-inp.fr\/irenegannaz\/?page_id=10"},"modified":"2026-02-27T21:18:03","modified_gmt":"2026-02-27T20:18:03","slug":"publications","status":"publish","type":"page","link":"https:\/\/pagesperso.g-scop.grenoble-inp.fr\/irenegannaz\/research\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"

List of publications on HAL: <link><\/a>.<\/p>\n

Articles in journals with reviewing committee<\/span><\/h4>\n

Luca Castelli, Ir\u00e8ne Gannaz, Cl\u00e9ment Marteau (2025). A non-asymptotic analysis of the single component PLS regression. Scandinavian Journal of Statistics. Vol 52, N\u00b0 4, pp 2314-2351. <link><\/a> (prebublication<\/a>)<\/p>\n

Antoine Rolland, Jean-Baptiste Aubin, Ir\u00e8ne Gannaz, Samuela Leoni (2024). Probabilistic models of profiles for voting by evaluation. Social Choice and Welfare, Vol 63, pp 377-400. <link><\/a> (prebublication<\/a>)<\/p>\n

Sophie Achard, Ir\u00e8ne Gannaz (2024). Local Whittle estimation with (quasi-)analytic wavelets. Journal of Time Series Analysis, Vol 45, pp 421-443. <link><\/a> (prebublication<\/a>)<\/p>\n

Ir\u00e8ne Gannaz (2023). Asymptotic normality of wavelet covariances and of multivariate wavelet Whittle estimators. Stochastic Processes and their Applications, Vol 155, pp 485-534. <link><\/a> (prebublication<\/a>)<\/p>\n

Martial Amovin-Assagba, Ir\u00e8ne Gannaz, Julien Jacques (2022). Outlier detection in multivariate functional data through a contaminated mixture model. Computational Statistics and Data Analysis, Vol 174, pp. 107496. <link><\/a> (pr\u00e9publication<\/a>)<\/p>\n

Jean-Baptiste Aubin, Ir\u00e8ne Gannaz, Samuela Leoni, Antoine Rolland (2022). Deepest Voting: a new way of electing. Mathematical Social Sciences, Vol 116, pp 1-16. <link><\/a> (prebublication<\/a>)<\/p>\n

Sophie Achard, Marianne Clausel, Ir\u00e8ne Gannaz, Fran\u00e7ois Roueff (2020). New results on approximate Hilbert pairs of wavelet filters with common factor structure. Applied and Computational Harmonic Analysis, Vol 49, N\u00b03, pp 1025-1045. <link><\/a> (prebublication<\/a>)<\/p>\n

Sophie Achard, Ir\u00e8ne Gannaz (2019). Wavelet-based multivariate Whittle estimation, comparison with Fourier: multiwave. Journal of Statistical Software, Vol 69, N\u00b06, pp 1-31. <link><\/a> [Software]<\/a><\/p>\n

Sophie Achard, Ir\u00e8ne Gannaz (2016). Multivariate wavelet Whittle estimation in long-range dependence. Journal of Time Series Analysis, Vol 37, pp 476-512. <link><\/a> (prebublication<\/a>)<\/p>\n

Ir\u00e8ne Gannaz (2013). Wavelet penalized likelihood estimation in generalized functional models. TEST, Vol 22, N\u00b01, pp 122-158. <link><\/a> (prebublication<\/a>)<\/p>\n

Ir\u00e8ne Gannaz, Olivier Wintenberger (2010). Adaptive density estimation under weak dependence. ESAIM: Probability and Statistics, Vol 14, pp 151-172. <link><\/a> (prebublication<\/a>)<\/p>\n

Ir\u00e8ne Gannaz (2007). Robust estimation and wavelet thresholding in partially linear models. Statistics and Computing, Vol 17, N\u00b0 4, pp 293-310. <link><\/a> (pr\u00e9publication<\/a>)<\/p>\n

International conference proceedings and book chapters<\/span><\/h4>\n

Ahmad Rezaee, Abdourahim Sylla, Ir\u00e8ne Gannaz, Pierre David, Fr\u00e9d\u00e9ric Guerre-Chaley (2025). Data Driven Production Bottleneck Detection in a Bearing Manufacturing Line. 11th IFAC Conference on Manufacturing Modelling, Management and Control, Trondheim, Norway. <link><\/a><\/p>\n

Alice Chevaux, Ali Fahkar, K\u00e9vin Polisano, Ir\u00e8ne Gannaz, Sophie Achard (2025). Benchmarking Brain Connectivity Graph Inference: A Novel Validation Approach. 33rd European Signal Processing Conference (EUSIPCO), Palerme, Italy. <link><\/a><\/p>\n

Ali Fahkar, K\u00e9vin Polisano, Ir\u00e8ne Gannaz, Sophie Achard (2025). Generating Correlation Matrices with Graph Structures Using Convex Optimization. IEEE Statistical Signal Processing Workshop (SSP), Edinbourg, United Kingdom. <link><\/a><\/p>\n

Sophie Achard, Pierre Borgnat, Ir\u00e8ne Gannaz, Marine Roux (2019). Wavelet-based graph inference using multiple testing. In Wavelets and Sparsity XVIII (Vol. 11138, p. 1113811). International Society for Optics and Photonics. <link><\/a> (prepublication<\/a>)<\/p>\n

Sophie Achard, Ir\u00e8ne Gannaz (2018). Wavelet Whittle Estimation in Multivariate Time Series Models: Application to fMRI Data. In: Bertail P., Blanke D., Cornillon PA., Matzner-L\u00f8ber E. (eds) Nonparametric Statistics. ISNPS 2016. Springer Proceedings in Mathematics & Statistics, vol 250. Springer, Cham.<\/p>\n

Ir\u00e8ne Gannaz, Sophie Achard, Marianne Clausel, Fran\u00e7ois Roueff (2017). Analytic wavelets for multivariate time series analysis. In Wavelets and Sparsity XVII (Vol. 10394, p. 103941X). International Society for Optics and Photonics. <link><\/a> (prepublication<\/a>)<\/p>\n

Ir\u00e8ne Gannaz (2014). Classification of EEG recordings in auditory brain activity via a logistic functional linear regression model. Contributions in infinite-dimensional statistics and related topics, International Workshop on Functional and Operatorial Statistics. <link><\/a> (prepublication<\/a>)<\/p>\n

National conference proceedings (in french)<\/span><\/h4>\n

A. Fahkar, K. Polisano, I. Gannaz, S. Achard (2025). G\u00e9n\u00e9ration de Matrices de Corr\u00e9lation avec des Structures de Graphe par Optimisation Convexe. GRETSI 2025 – XXXe Colloque Francophone de Traitement du Signal et des Images. <link><\/a><\/p>\n

L. Castelli, I. Gannaz, C. Marteau (2025). R\u00e9gularisation Ridge de la r\u00e9gression PLS. 56\u00e8mes Journ\u00e9es de Statistique de la Soci\u00e9t\u00e9 Fran\u00e7aise de Statistique.<\/p>\n

A. Fakhar, S. Achard, I. Gannaz, K. Polisano (2025). G\u00e9n\u00e9ration de mod\u00e8les graphiques par optimisation. 56\u00e8mes Journ\u00e9es de Statistique de la Soci\u00e9t\u00e9 Fran\u00e7aise de Statistique.<\/p>\n

JB. Aubin, I. Gannaz, A. Rolland (2025). Vers une carte des \u00e9lections bas\u00e9es sur des \u00e9valuations. 56\u00e8mes Journ\u00e9es de Statistique de la Soci\u00e9t\u00e9 Fran\u00e7aise de Statistique.<\/p>\n

L. Castelli, I. Gannaz, C. Marteau (2024). A non asymptotic analysis of the first component PLS regression. 55\u00e8mes Journ\u00e9es de Statistique de la Soci\u00e9t\u00e9 Fran\u00e7aise de Statistique. <link><\/a><\/p>\n

S. Achard, I. Gannaz, K. Polisano (2022). G\u00e9n\u00e9ration de mod\u00e8les graphiques. In GRETSI 2022. <link> <\/a><\/p>\n

M. Amovin-Assagba, I. Gannaz, J. Jacques (2022). Clustering et d\u00e9tection d’anomalies dans les donn\u00e9es fonctionnelles. 53\u00e8mes Journ\u00e9es de Statistique de la Soci\u00e9t\u00e9 Fran\u00e7aise de Statistique. <link><\/a><\/p>\n

J.B. Aubin, I. Gannaz, S. Leoni, A. Rolland (2022). Votes par \u00e9valuation avec des fonctions de profondeur. 53\u00e8mes Journ\u00e9es de Statistique de la Soci\u00e9t\u00e9 Fran\u00e7aise de Statistique. <link><\/a><\/p>\n

M. Amovin-Assagba, J. Jacques, I. Gannaz, F. Fossi, J. Mozul (2020). D\u00e9tection d’anomalies dans des donn\u00e9es fonctionnelles multivari\u00e9es. 52\u00e8mes Journ\u00e9es de Statistiques de la SFdS. <link><\/a><\/p>\n

I. Gannaz, S. Achard, M. Clausel, F. Roueff (2017). Ondelettes analytiques, application \u00e0 l\u2019analyse des processus multivari\u00e9s \u00e0 longue m\u00e9moire. In GRETSI 2017.<link><\/a><\/p>\n

F. Millioz, I. Gannaz (2017). Estimation des param\u00e8tres d\u2019un bruit gaussien g\u00e9n\u00e9ralis\u00e9 bas\u00e9e sur le kurtosis des statistiques minimales. In GRETSI 2017. <link><\/a><\/p>\n

I. Gannaz (2012). Estimation par ondelettes dans des mod\u00e8les fonctionnels g\u00e9n\u00e9ralis\u00e9s. 44\u00e8mes Journ\u00e9es de Statistique de la SFDS.<\/p>\n

Industrial Patent<\/span><\/h4>\n

Fr\u00e9d\u00e9ric Fossi, Martial Amovin-Assagba, Julien Jacques, Ir\u00e8ne Gannaz (2024). Proc\u00e9d\u00e9 et dispositif de pes\u00e9e notamment pour la pes\u00e9e de v\u00e9hicules mont\u00e9s sur roues. France, Patent n\u00b0 FR3143115.<link><\/a><\/p>\n

Habilitation thesis<\/span>\u00a0(accreditation to supervise research)<\/span><\/h4>\n

Structure recovery from time dependent data. 2023, INSA Lyon – Universit\u00e9 Lyon 1. <link><\/a><\/p>\n

Ph-Dissertation<\/span><\/h4>\n

Estimation par ondelettes dans les mod\u00e8les partiellement lin\u00e9aires. 2007, Universit\u00e9 Joseph Fourier, Grenoble (in french). <link><\/a><\/p>\n

Software<\/span><\/h4>\n

Alice Chevaux, Ali Fakhar, K\u00e9vin Polisano, Ir\u00e8ne Gannaz, Sophie Achard (2025). Benchmarking Brain Connectivity Graph Inference: A Novel Validation Approach. Python code. <link><\/a><\/p>\n

Associated publication: Alice Chevaux, Ali Fahkar, K\u00e9vin Polisano, Ir\u00e8ne Gannaz, Sophie Achard (2025). Benchmarking Brain Connectivity Graph Inference: A Novel Validation Approach. 33rd European Signal Processing Conference (EUSIPCO), Palerme, Italy. <link><\/a><\/p>\n

Ali Fakhar, K\u00e9vin Polisano, Ir\u00e8ne Gannaz, Sophie Achard (2025). Generating Correlation Matrices with Graph Structures Using Convex Optimization. Python code. <link><\/a><\/p>\n

Associated publication: Ali Fahkar, K\u00e9vin Polisano, Ir\u00e8ne Gannaz, Sophie Achard (2025) Generating Correlation Matrices with Graph Structures Using Convex Optimization. IEEE Statistical Signal Processing Workshop (SSP), Edinbourg, United Kingdom. <link><\/a><\/p>\n

Ir\u00e8ne Gannaz and Marine Roux (2019), R-package TestCor<\/a>: FWER and FDR controlling procedures for multiple correlation tests.<\/p>\n

Associated publication: Marine Roux (2018). Graph inference by multiple testing with application to Neuroimaging, Ph.D., Universit\u00e9 Grenoble Alpes, France. <link><\/a>.<\/p>\n

Sophie Achard and Ir\u00e8ne Gannaz (2016), R-package multiwave<\/a>: estimation of
\nmultivariate long-memory models parameters.<\/p>\n

Associated publication: Sophie Achard, Ir\u00e8ne Gannaz (2019). Wavelet-based multivariate Whittle estimation, comparison with Fourier: multiwave. Journal of Statistical Software, Vol 69, N\u00b06, pp 1-31. <link><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

List of publications on HAL: <link>. Articles in journals with reviewing committee Luca Castelli, Ir\u00e8ne Gannaz, Cl\u00e9ment Marteau (2025). A non-asymptotic analysis of the single component PLS regression. Scandinavian Journal of Statistics. Vol 52, N\u00b0 4, pp 2314-2351. <link> (prebublication) Antoine Rolland, Jean-Baptiste Aubin, Ir\u00e8ne Gannaz, Samuela Leoni (2024). Probabilistic… Continue reading → <\/span><\/a><\/p>\n","protected":false},"author":20,"featured_media":146,"parent":8,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-10","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/pagesperso.g-scop.grenoble-inp.fr\/irenegannaz\/wp-json\/wp\/v2\/pages\/10","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pagesperso.g-scop.grenoble-inp.fr\/irenegannaz\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pagesperso.g-scop.grenoble-inp.fr\/irenegannaz\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pagesperso.g-scop.grenoble-inp.fr\/irenegannaz\/wp-json\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/pagesperso.g-scop.grenoble-inp.fr\/irenegannaz\/wp-json\/wp\/v2\/comments?post=10"}],"version-history":[{"count":47,"href":"https:\/\/pagesperso.g-scop.grenoble-inp.fr\/irenegannaz\/wp-json\/wp\/v2\/pages\/10\/revisions"}],"predecessor-version":[{"id":334,"href":"https:\/\/pagesperso.g-scop.grenoble-inp.fr\/irenegannaz\/wp-json\/wp\/v2\/pages\/10\/revisions\/334"}],"up":[{"embeddable":true,"href":"https:\/\/pagesperso.g-scop.grenoble-inp.fr\/irenegannaz\/wp-json\/wp\/v2\/pages\/8"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pagesperso.g-scop.grenoble-inp.fr\/irenegannaz\/wp-json\/wp\/v2\/media\/146"}],"wp:attachment":[{"href":"https:\/\/pagesperso.g-scop.grenoble-inp.fr\/irenegannaz\/wp-json\/wp\/v2\/media?parent=10"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}