François Bavaud

Publications | Mémoires et thèses

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63 publications

2024 | 2023 | 2022 | 2021 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2006 | 2005 | 2004 | 2003 | 2002 | 2001 | 2000 | 1998 | 1996 | 1995 | 1994 | 1992 | 1991 | 1990 | 1989 | 1987 | 1986 |
2024
Measuring and Testing Multivariate Spatial Autocorrelation in a Weighted Setting: A Kernel Approach
Bavaud François, 2024/07. Geographical Analysis, 56 (3) pp. 573-599. Peer-reviewed.
[URN][DOI][WoS][serval:BIB_E89A47829611]
2023
Exact first moments of the RV coefficient by invariant orthogonal integration
Bavaud François, 2023/11. Journal of Multivariate Analysis, 198 p. 105227. Peer-reviewed.
[URN][DOI][WoS][serval:BIB_F2DF52BE9BF4]
Estimation of flow trajectories in a multi-lines transportation network
Guex Guillaume, Loup Romain, Bavaud François, 2023/07/19. Applied Network Science, 8 (1). Peer-reviewed.
[URN][DOI][WoS][serval:BIB_05F8D259370C]
A (Dis)similarity Index for Comparing Two Character Networks Based on the Same Story
Bavaud François, Métrailler Coline, 2023. pp. 33-42 dans COMHUM 2022: Workshop on Computational Methods in the Humanities. CEUR Workshop Proceedings , Vol. 3602. Peer-reviewed.
[URN][serval:BIB_D8FA307C0142]
2022
Uses and practices of digital services in a situation of mobility: evolution versus revolution? The case of the Champs Elysées
Delaplace Marie, Kebir Leïla, Gros-Balthazard Marjolaine, Bavaud François, 2022/09/02. European Planning Studies, 30 (9) pp. 1824-1843. Peer-reviewed.
[URN][DOI][WoS][serval:BIB_F3FB3E026846]
2021
Digitizing a 19th-Century Music Theory Debate for Computational Analysis
Moss Fabian, Köster Maik, Femminis Melinda, Métrailler Coline, Bavaud François, 2021. pp. 159-170 dans CHR 2021: Computational Humanities Research Conference. CEUR Workshop Proceedings, vol. 2989. Peer-reviewed.
[URN][serval:BIB_B1E5422B66B1]
2019
Soft Image Segmentation: On the Clustering of Irregular, Weighted, Multivariate Marked Networks
Ceré Raphaël, Bavaud François, 2019. pp. 85-109 dans Ragia L., Laurini R., Rocha J. (eds.) Communications in Computer and Information Science, Springer International Publishing.
[URN][DOI][serval:BIB_2BA2239595E3]
2018
Combien y a-t-il de variétés distinctes d'anglais?
Bavaud François, 2018/10/10. Cahiers du Centre de Linguistique et des Sciences du Langage 56 pp. 11-30. Peer-reviewed.
[URN][DOI][serval:BIB_15198B07DDBC]
Flow autocorrelation: a dyadic approach
Bavaud François, Kordi Maryam, Kaiser Christian, 2018/07. The Annals of Regional Science, 61 (1) pp. 95-111. Peer-reviewed.
[URN][DOI][WoS][serval:BIB_48F2D21950B1]
Geographical Exploration and Analysis Extended to Textual Content (Short Paper)
Ceré R., Egloff M., Bavaud F., 2018., 10th International Conference on Geographic Information Science (GIScience 2018) pp. 23:1-23:7 dans Winter S., Griffin A., Sester M. (eds.) 10th International Conference on Geographic Information Science (GIScience 2018), Leibniz International Proceedings in Informatics (LIPIcs). Peer-reviewed, Schloss Dagstuhl-Leibniz-Zentrum fuer Informatik, Dagstuhl, Germany.
[URN][DOI][serval:BIB_D29E670710D6]
Taking into account semantic similarities in correspondence analysis
Egloff Mattia, Bavaud François, 2018. pp. 45-51 dans Piotrowski Michael (eds.) Proceedings of the Workshop on Computational Methods in the Humanities 2018 (COMHUM 2018). Peer-reviewed, CEUR Workshop Proceedings .
[URN][serval:BIB_2C96D064DF5B]
2017
Multi-labelled Image Segmentation in Irregular, Weighted Networks: A Spatial Autocorrelation Approach
Ceré R., Bavaud F., 2017., International Conference on Geographical Information Systems Theory, Applications and Management pp. 62-69 dans Proceedings of the 3rd International Conference on Geographical Information Systems Theory, Applications and Management. Peer-reviewed, SciTePress.
[URN][DOI][serval:BIB_E684143F02FF]
2016
The transformed optimal transportation problem: sensitivity andsegregation of the children-to-school constrained assignment in Lausanne
Emmanouilidis Theophile, Guex Guillaume, Bavaud François, 2016/01/01. dans Proceedings of Spatial Accuracy 2016.
[URN][serval:BIB_F4A2407199DC]
2015
Correspondence Analysis, Cross-Autocorrelation and Clustering in Polyphonic Music
Cocco C., Bavaud F., 2015. pp. 401-410 dans Lausen B., Krolak-Schwerdt S., Böhmer M. (eds.) Data Analysis, Learning by Latent Structures, and Knowledge Discovery, Studies in Classification, Data Analysis, and Knowledge Organization. Peer-reviewed, Springer.
[URN][DOI][serval:BIB_4C2C0DCA4A73]
Factor Analysis of Local Formalism
Bavaud F., Cocco C., 2015. pp. 57-67 dans Lausen B., Krolak-Schwerdt S., Böhmer M. (eds.) Data Analysis, Learning by Latent Structures, and Knowledge Discovery, Studies in Classification, Data Analysis, and Knowledge Organization. Peer-reviewed, Springer-Verlag Berlin Heidelberg.
[URN][DOI][serval:BIB_5F5364830181]
Flow-based dissimilarities: shortest path, commute time, max-flow and free energy
Guex Guillaume, Bavaud François, 2015. pp. 101-111 dans Lausen B., Krolak-Schwerdt S., Böhmer M. (eds.) Data Analysis, Learning by Latent Structures, and Knowledge Discovery, Studies in Classification, Data Analysis, and Knowledge Organization. Peer-reviewed, Springer.
[URN][DOI][serval:BIB_E8E37A9D6F23]
Textual navigation and autocorrelation
Bavaud F., Cocco C., Xanthos A., 2015. pp. 35-56 dans Mikros G.K., Mačutek J. (eds.) Sequences in language and text, De Gruyter.
[URN][serval:BIB_5F0E654B2C33]
2014
Spatial weights : constructing weight-compatible exchange matrices from proximity matrices
Bavaud F., 2014. pp. 81-96 dans Duckham M., Pebesma E., Stewart K., Frank A. U. (eds.) Geographic information science : 8th International Conference, GIScience 2014, Vienna, Austria, September 24-26, 2014. Proceedings, Lecture Notes in Computer Science. Peer-reviewed, Springer.
[URN][DOI][serval:BIB_9F4CAA44A146]
2013
Testing Spatial Autocorrelation in Weighted Networks : the Modes Permutation Test
Bavaud F., 2013/07. Journal of Geographical Systems, 15 pp. 233-247. Peer-reviewed.
[URN][DOI][serval:BIB_9B347DB4BD96]
2012
Interpolating between random walks and shortest paths: a path functional approach
Bavaud F., Guex G., 2012. pp. 68-81 dans Aberer K., Flache A., Jager W., Liu L., Tang J., Gueret C. (eds.) Social Informatics, Springer.
[URN][serval:BIB_C3AE46B0553C]
Textual autocorrelation : formalism and illustrations
Bavaud F., Cocco C., Xanthos A., 2012., Université de Liège Facultés Universitaires Saint-Louis - Bruxelles pp. 109-120 dans Dister A., Longrée D., Purnelle G. (eds.) 11èmes Journées internationales d'analyse statistique des données textuelles. Peer-reviewed, Université de Liège.
[URN][serval:BIB_E0A7ADF5A7E7]
2011
On the Schoenberg transformations in data analysis: theory and illustrations
Bavaud F., 2011. Journal of Classification, 28 (3) pp. 297-314. Peer-reviewed.
[URN][DOI][serval:BIB_A642660C70E1]
Segmentation and Clustering of Textual Sequences: a Typological Approach
Cocco C., Pittier R., Bavaud F., Xanthos A., 2011. pp. 427-433 dans Angelova G., Bontcheva K., Mitkov R., Nikolov N. (eds.) Recent Advances in Natural Language Processing. International Conference (RANLP 8 : Hissar : 2011). Proceedings. Peer-reviewed, Incoma.
[URN][serval:BIB_01C7B253DB80]
2010
Euclidean distances, soft and spectral clustering on weighted graphs
Bavaud F., 2010. pp. 103-118 dans Balcázar J.L., Bonchi F., Gionis A., Sebag M. (eds.) Machine learning and knowledge discovery in databases, Springer.
[URN][serval:BIB_175783AF1A06]
Les transformations de Schoenberg : propriétés et applications en analyse des données
Bavaud F., 2010. dans 42èmes Journées de statistique, Marseille. Peer-reviewed.
[URN][serval:BIB_D2FF4D215F7B]
 
Modèles anonymes
Bavaud F., 2010. pp. 47-59 dans Brandt P.Y., Czellàr J., Desbiez-Piat D., Kilcher H., Reymond J., Vonèche J. (eds.) Des signes et des ordres : hommage à Christiane Gillièron Paléologue, Labor et Fides.
[serval:BIB_C3AD850F26BD]
 
Unsupervised learning of word separators with MDL
Xanthos A., Bavaud F., 2010. pp. 1123-1134 dans Actes des 10èmes Journées internationales d'analyse statistique des données textuelles (JADT 2010). Peer-reviewed, Université de Liège Facultés universitaires Saint-Louis.
[serval:BIB_AB178606B9EB]
2009
Handbook of Theoretical and Quantitative Geography
Bavaud F., Mager C. (eds.), 2009/12. FGSE Workshop series, 2 457, Faculté des géosciences et de l'environnement.
[URN][serval:BIB_05FBCD424B3F]
Aggregation invariance in general clustering approaches
Bavaud F., 2009/11. Advances in Data Analysis and Classification, 3 (3) pp. 205-225. Peer-reviewed.
[URN][DOI][serval:BIB_E83647B5E790]
Bidimensional regression: a novel algorithm for the computation of a viewing point in space based on the relation between the 2D projective transformation and space resection
Borioli J., Brandner C., Bavaud F., 2009. dans 16th European Colloquium on Theoretical and Quantitative Geography (ECTQG'09), Maynooth (Ireland) 4th - 8th September, 2009..
[URN][serval:BIB_74B581E2126D]
 
Information Theory, Relative Entropy and Statistics
Bavaud F., 2009. pp. 54-78 dans Sommaruga G. (eds.) Formal Theories of Information, Springer.
[serval:BIB_691AA3BCB515]
2008
Local concentrations
Bavaud François, 2008. Papers in Regional Science, 87 (3) pp. 357-370. Peer-reviewed.
[URN][DOI][serval:BIB_D5E937D72C42]
The endogenous analysis of flows, with applications to migrations, social mobility and opinion shifts
Bavaud François, 2008. The Journal of Mathematical Sociology, 32 (4) pp. 239-266. Peer-reviewed.
[URN][DOI][serval:BIB_5C473150AFE1]
2006
Non-linear correspondence analysis in text retrieval: a kernel view
Bavaud François, Picca Davide, Curdy Benoît, 2006/04. dans Proceedings of JADT, 8èmes Journées internationales d'Analyse statistique des Données Textuelles. Peer-reviewed.
[URN][serval:BIB_5CC2C5BF0AB6]
Spectral Clustering and Multidimensional Scaling : A Unified View
Bavaud F., 2006. pp. 131-139 dans Batagelj V., Bock H.-H., Ferligoj A., Ziberna A. (eds.) Data Science and Classification. Peer-reviewed, Springer.
[URN][serval:BIB_273A14CF9211]
2005
Markov associativities
Bavaud F, Xanthos A, 2005. Journal of Quantitative Linguistics, 12 pp. 123-137. Peer-reviewed.
[URN][DOI][serval:BIB_34943]
 
Using local formalism in quantitative geography: a straightforward method for taking spatial auto-correlation into account
Bavaud F., 2005. dans 14th European Colloquium on Theoretical and Quantitative Geography.
[serval:BIB_9DA6E358E06E]
2004
Generalized Factor Analyses for Contingency Tables.
Bavaud F, 2004. pp. 597-606 dans Banks D et al. (eds.) Classification, Clustering , and Data Mining Applications. Peer-reviewed, Springer.
[URN][serval:BIB_32293]
On the Comparison and Representation of Fuzzy Partitions.
Bavaud F, 2004. Student, 5 pp. 29-42. Peer-reviewed.
[URN][serval:BIB_32291]
2003
Sur la comparaison et la visualisation des partitions floues.
Bavaud F, 2003. pp. 71-74 dans Dodge Y Melfi G (eds.) Méthodes et perspectives en classification. Peer-reviewed, Presses Académiques Neuchâtel.
[URN][serval:BIB_28899]
 
Une approche markovienne générale à l'analyse spatiale.
Bavaud F, 2003. pp. 169-172 dans Actes des XXXVèmes Journées de Statistique. Peer-reviewed, Société Française de Statistique.
[serval:BIB_28898]
2002
Quotient dissimilarities, euclidean embeddability, and Huygens' weak principle.
Bavaud F, 2002. dans Jaguja K. et alii (eds.) Classification, Clustering and Data Analysis. Peer-reviewed, Springer.
[URN][serval:BIB_23123]
 
Thermodynamique et statistique textuelle: concepts et illustrations
Bavaud F, Xanthos A, 2002. pp. 101-111 dans Actes des 6es Journées Internationales d'Analyse Statistique des Données Textuelles (JADT 2002). Peer-reviewed, JADT.
[URN][serval:BIB_23122]
2001
The quasi-symmetric side of gravity modelling.
Bavaud F, 2001. Environment and Planning A, 34/1 pp. 61-79. Peer-reviewed.
[URN][serval:BIB_19840]
2000
An Information Theoretical approach to Factor Analysis.
Bavaud F, 2000. pp. 263-270 dans Rajman M , Chappelier J.C. (eds.) Proceedings of JADT 2000 (5èmes Journées internationales d'Analyse statistique des DonnéesTextuelles). Peer-reviewed, EPFL.
[URN][serval:BIB_17218]
 
On a class of Aggregation-invariant Dissimilarities obeying the weak Huygen's principle.
Bavaud F, 2000. pp. 131-136 dans H.A.L. Kiers, J.-P. Rasson, P.J.F. Groenen , M. Schader (eds.) Data Analysis, Classification, and Related Methods. Peer-reviewed, Springer.
[serval:BIB_17216]
1998
Models for Spatial Weights: a Systematic Look
Bavaud F., 1998. Geographical Analysis, 30 pp. 153-171. Peer-reviewed.
[URN][serval:BIB_F7BD5F710D8D]
 
Modèles et données: une introduction à la Statistique uni-, bi- et trivariée
Bavaud François, 1998., L'Harmattan (Paris).
[serval:BIB_8070]
 
The means inversion paradox: When the whole is inverted relatively to each of its parts
Bavaud François, Roux Patricia, 1998. Swiss Journal of Psychology, 57 (1) pp. 57-68. Peer-reviewed.
[serval:BIB_8068]
1996
 
Guide de l'analyse statistique de données avec SPSS 6
Bavaud F., Capel R., Crettaz de Roten F., Müller J.-P., 1996., Slatkine.
[serval:BIB_FA4304BCEAB8]
1995
Context Dependent Utilities : Technical Report MBS 95-21.
Bavaud F., 1995., University of California at Irvine.
[serval:BIB_9F36D8AD9A16]
 
Linear and Quadratic Stochastic Models of Income Distribution : Technical Report MBS
Bavaud F., 1995. (95-20), Université de Lausanne ; University of California at Irvine.
[serval:BIB_2A14A05202E4]
1994
 
Localisation et dispersion: une approche thermodynamique
Bavaud F., 1994. pp. 100-104 dans Association pour la Statistique et ses Utilisations (ASU) (eds.) Actes des XXVIèmes Journées de Statistique. Peer-reviewed, Université de Neuchâtel.
[serval:BIB_1D6A4E4B612B]
Triangular Dynamics Under Pressure
Bavaud F., 1994. Journal of Statistical Physics, 76 (1/2) pp. 645-660. Peer-reviewed.
[serval:BIB_3527CABBFC7C]
1992
Adjoint Transform, Overconvexity and Sets of constant Width
Bavaud F., 1992. Transactions of the American Mathematical Society, 333 (1) pp. 315-324. Peer-reviewed.
[serval:BIB_2A66F62BE8B0]
1991
Equilibrium properties of the Vlasov functional: the generalized Poisson-Boltzmann-Emden equation
Bavaud F., 1991. Reviews of Modern Physics, 63 (1) pp. 129-149. Peer-reviewed.
[serval:BIB_E46344F38E40]
1990
 
Continuum Models of Two-Dimensional Random Droplets
Bavaud F., 1990. Letters in Mathematical Physics, 20 (1) pp. 75-84. Peer-reviewed.
[serval:BIB_D8D77B291088]
 
Isoperimetric Phase Transitions of Two-Dimensional Droplets
Bavaud F., 1990. Communications in Mathematical Physics, 132 (3) pp. 549-554. Peer-reviewed.
[DOI][serval:BIB_A712C53E9572]
1989
Statistical Mechanics of Convex Bodies
Bavaud F., 1989. Journal of Statistical Physics, 57 (5/6) pp. 1059 - 1068. Peer-reviewed.
[serval:BIB_95094D62DA5B]
1987
Statistical Mechanics of Viscoelasticity
Bavaud F., 1987. Journal of Statistical Physics, 46 (3/4) pp. 753-775. Peer-reviewed.
[serval:BIB_08FB5A29DDBF]
1986
Statistical Mechanics of Elastic Moduli
Bavaud F., Choquard P., Fontaine J.-R., 1986. Journal of Statistical Physics, 42 (3/4) pp. 621 - 646. Peer-reviewed.
[serval:BIB_4AF56B8BE84B]
The Wall Theorem for Elastic Moduli
Bavaud F., 1986. Journal of Statistical Physics, 45 (1/2) pp. 171-181. Peer-reviewed.
[serval:BIB_937B3993981B]
 
Viscoelasticity of the Pearson Gas
Bavaud F, 1986. Helvetica Physica Acta, 59 p. 1239. Peer-reviewed.
[serval:BIB_460AB935B459]
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