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MIA Paris

Chapitres d'ouvrages

17 juillet 2015

à partir de 1997

2014

A. Cornuéjols, C. Vrain, and J.-D. Zucker, "Algorithmiques de l'apprentissage artificiel et de la fouille de données," , Marquis, P., Papini, O., and Henri, P., Eds., , 2014.

F. Koriche, A. Cornuéjols, L. Miclet, and R. Nock, "Paradigmes de l'apprentissage artificiel," , Marquis, P., Papini, O., and Henri, P., Eds., , 2014.

2013

C. Lévy-Leduc, "Several approaches for detecting anomalies in network traffic data, publi sher = Imperial College Press." , 2013.

2012

J. Hamiache, L. Bel, E. Vaudour, and J. M. Gilliot, "Spatial stochastic modeling of topsoil organic carbon content over a cultivated peri-urban region, using soil properties, soil types and a digital elevation model," , Minasny, Malone, and McBratney, Eds., CRC press, Balkema, 2012, pp. 161-166.

J. L. Dorne, B. Amzal, F. Bois, A. Crépet, J. Tressou, and P. Verger, "Population effects and variability," , Reisfeld, B. and Mayeno, A. N., Eds., Springer, 2012, vol. 929, pp. 521-581.

M. Aerts, M. I. Bakker, P. Ferrari, P. Fuerst, J. Tressou, and P. Verger, "Reporting and modeling of results below the limit of detection," , Moy, G. G. and Vannoort, R. W., Eds., Springer, 2012, pp. 169-177.

2011

[2011, inbook | www] L. Orseau, "Apprentissage Artificiel," , Garbay, C. and Kayser, D., Eds., Ophrys; Éditions des sciences de l'homme, 2011.

T. Mary-Huard and S. Robin, "Introduction to Statistical Methods for Complex Systems," , M. Stumpf D. J. Balding, G. M., Ed., Wiley, 2011, pp. 15-38.

2010

J. Gama and A. Cornuéjols, "Resource Aware Distributed Knowledge Discovery," , May, M. and Saitta, L., Eds., Springer-Verlag, LNAI6202, 2010, pp. 40-60.

A. Cornuéjols, "On-Line Learning: Where are we so Far?," , May, Michael ed., Springer-Verlag, LNAI 6202, 2010, pp. 129-147.

2009

L. Bel, G. Oppenheim, L. Robbiano, and M. C. Viano, "Scaling, Fractals and wavelets," , P.Abry, P.Goncalves, J.Levy-Vehel ed., Wiley, 2009, pp. 279-300.

S. Schbath and S. Robin, "Scan Statistics - Methods and Applications, A Volume in honor of Joe Naus." Springer, 2009.

2008

M. May, K. Morik, D. Malerba, L. Saitta, K. Vanhoof, A. Shuster, R. Wolff, J. Gama, A. Cornuéjols, A. Hotho, R. Pedersen, F. Giannotti, Y. Saygin, B. Berendt, and E. Menaselvas, "Research Challenges in Ubiquitous Knowledge Discovery," , Kargupta, Han, J., Yu, and Kumar, R., Eds., , 2008.

2007

A. Cornuéjols, "The Necessity of Order in Machine Learning: is Order in Order?," , Lehtinen, E. and Ritten, F., Eds., Cambridge University press, 2007, pp. 41-55.

2006

T. Mary-Huard, F. Picard, and S. Robin, "Introduction to Statistical Methods for Microarray Data Analysis," , Paris, E. H., Ed., , 2006.

P. Bertail and J. Tressou, "Introduction à l’approche probabiliste." , 2006, pp. 179-196.

P. Bertail and J. Tressou, "Evaluation empirique des risques : une approche de type Monte-Carlo." , 2006, pp. 197-230.

J. Tressou, "Problèmes de censure des données et traitement." , 2006, pp. 231-248.

P. Bertail and J. Tressou, "Evaluation des petits risques - la théorie des valeurs extrêmes." , 2006, pp. 249-268.

P. Bertail, A. Boisson, S. Lebon, and J. Tressou, "Les méthodes de correction de biais des estimateurs de type Hill." , 2006, pp. 269-284.

P. Buche, L. Soler, and J. Tressou, "Le logiciel CARAT." , 2006, pp. 305-333.

2004

J. Mary, G. Mercier, J.-P. Comet, A. Cornuéjols, C. Froidevaux, and M. Dutreix, "Utilisation d'une méthode d'estimation d'attributs pour l'analyse du transcriptome de cellules de levures exposées à de faibles doses de radiation," , Boulicaut, J.-F. and Gandrillon, O., Eds., Hermès, 2004, pp. 189-205.

[2004, inbook | www] P. Doumas, C. Rothan, and S. Robin, "La génomique en biologie végétale," , Morot-Gaudry, J.-F. and Briat, J.-F. ed., INRA, 2004, pp. 155-182.

[2004, inbook | www] M.-L. Martin-Magniette and S. Robin, "Informatique pour l'analyse du transcriptome," , Boulicaut, J.-F. and Gandrillon, O. ed., Hermès, 2004.

[2004, inbook | www] M. Koskas, "Un exemple de cryptosystème symétrique : le DES," , Universitoo ed., , 2004.

M. Koskas, "Le crible quadratique multipolynomial," , Universitoo ed., , 2004.

M. Koskas, "Tests de primalité élémentaires," , Universitoo ed., , 2004.

2003

[2003, inbook | www] J.-M. Bardet, G. Lang, G. Oppenheim, A. Philippe, M. S. Taqqu, and S. Stoev, "Long range dependence, theory and applications," , Taqqu, M.S. and Oppenheim, G. and Doukhan, P. ed., Birkhaüser, 2003, pp. 557-578.

[2003, inbook | www] J.-M. Bardet, G. Lang, G. Oppenheim, A. Philippe, and M. S. Taqqu, "Long range dependence, theory and applications," , Taqqu, M.S. and Oppenheim, G. and Doukhan, P. ed., Birkhaüser, 2003, pp. 579-624.

J. Mary, G. Mercier, J.-P. Comet, A. Cornuéjols, C. Froidevaux, and M. Dutreix, "An attribute estimation technique for the analysis of microarray data," , Amar, P., Képès, F., Norris, V., and Tracqui, P., Eds., Publisher Frontier Group, 2003, pp. 69-77.

J. Mary, G. Mercier, J.-P. Comet, A. Cornuéjols, C. Froidevaux, and M. Dutreix, "Utilisation d’une méthode de sélection d’attributs pour l’analyse du transcriptome de cellules de levure exposées à de faibles doses de radiation," in Proc. Informatique pour l'analyse du transcriptome, Lyon, France, 2003, pp. 189-205.

C. Buty and A. Cornuéjols, "Evolution des connaissances chez l'apprenant." ACI Ecole et Sciences Cognitives, 2003, pp. 41-66.

[2003, inbook | www] P. Doukhan, A. Khezour, and G. Lang, "Long range dependence, theory and applications," , Taqqu, M.S. and Oppenheim, G. and Doukhan, P. ed., Birkhaüser, 2003, pp. 303-312.

[2003, inbook | www] S. Robin, "Between Data Science And Applied Data Analysis," , Martin, S. and Gaul, W. and Vichi, M. ed., Springer, 2003, pp. 337-347.

2002

E. Parent and A. Chaouche, "Méthodes Bayésienne Pour la Qualité," , Daudin J.-J. and Duby, C. ed., LAVOISIER Tec et Doc, 2002, pp. 59-91.

L. Bel, G. Oppenheim, L. Robbiano, and M. C. Viano, "Fractals et Lois d'échelles," , P.Abry, P.Goncalves, J.Levy-Vehel ed., Hermès, 2002, vol. 1, pp. 183-206.

2001

J. M. Bel L.and Poggi, B. Portier, and R. Vautard, "Statistical forecasting of ozone peaks over Paris area with a nonlinear additive model. Impact of imported ozone," , G.Govaert, J.Janssen, N.Limnios ed., , 2001, vol. 1, pp. 166-171.

1997

A. Cornuéjols and M. Moulet, "Machine Learning: A Survey," , Tzafestas, S., Ed., World Scientific, 1997, pp. 60-84.

M. Koskas, "MiniMax Methods." , vol. 3.