A. Venot, J.-L. Golmard, J.-F. Lebruchec, L. Pronzato, E. Walter, G. Frija and J.-C. Roucayrol. "Digital methods for change detection in medical images", in Information Processing in Medical Images , pages 1-16. Martinus Nijhoff, The Hague, 1984.
E. Walter and L. Pronzato. "A general purpose global optimizer and its application to modelling", in H. Neunzert, ed., The Road-Vehicle System and Related Mathematics, pages 205-211. Teubner, Stuttgart, 1985.
E. Walter and L. Pronzato. "Nouveaux outils pour la synthèse de protocoles expérimentaux", in G. Chauvet and J.A. Jacquez, eds., Régulation Physiologique, Modèles Récents, pages 34-44. Masson, Paris, 1986.
E. Walter and L. Pronzato. "Robust experiment design: between qualitative and quantitative identifiabilities", in E. Walter, ed., Identifiability of Parametric Models, pages 104-113. Pergamon, Oxford, 1987.
L. Pronzato and E. Walter. "Experiment design for membership-set estimation: linear models with homogeneous and heterogeneous measurement errors", in Y. Dodge, V.V. Fedorov and H.P. Wynn, eds., Optimal Design and Analysis of Experiments, pages 195-205. North Holland, Amsterdam, 1988.
L. Pronzato and E. Walter. "Some results on experiment design for bounded-error models", in B. Breedveld et al., eds., Modelling and Simulation of Systems, pages 183-185. J.C. Baltzer AG, IMACS 89, 1989.
E. Walter and L. Pronzato. "Identifiabilités et non linéarités", in A.J. Fossard and D. Normand-Cyrot, eds., Systèmes non linéaires , vol. 1, pages 113-146. Masson, Paris, 1993.
L. Pronzato and E. Walter. "Volume-optimal inner and outer ellipsoids", in M. Milanese, J.-P. Norton, H. Piet-Lahanier and E. Walter, eds., Bounding Approaches to System Identification, chap. 8, pages 119-138. Plenum, London, 1996.
L. Pronzato and E. Walter. "Robustness to outliers of bounded-error estimators, consequences on experimental design", in M. Milanese, J.-P. Norton, H. Piet-Lahanier and E. Walter, eds., Bounding Approaches to System Identification , chap. 13, pages 199-212. Plenum, London, 1996.
E. Walter and L. Pronzato. "Identifiabilities and nonlinearities", in A.J. Fossard and D. Normand-Cyrot, eds., Nonlinear Systems, vol. 1, chap. 3, pages 111-143. Chapman & Hall, London, 1995.
S. Hadjihassan, E. Walter and L. Pronzato. "Quality improvement via optimization of tolerance intervals during the design stage", in R.B. Kearfott and V. Kreinovich, eds., Applications of Interval Computations , chap. 5, pages 91-131. Kluwer, Dordrecht, 1996.
H.-F. Raynaud, L. Pronzato and E. Walter. "Interaction Identification-Commande via les Ellipsoïdes d'Incertitude", in I.D. Landau and A. Besançon-Voda, eds., Identification des Systèmes, chap. 8, pages 317-342, Hermès, Paris, 2001.
L. Pronzato. "Sequential construction of an experiment design from an i.i.d. sequence of experiments", in A.C. Atkinson, B. Bogacka and A.A. Zhigljavsky, eds., Optimum Design 2000, chap. 11, pages 113-122, Kluwer, Dordrecht, 2001.
L. Pronzato, H.P. Wynn and A.A. Zhigljavsky. "Some convergence properties of the steepest descent algorithm revealed by renormalisation" , in N. Hadjisavvras and P.M. Pardalos, eds., Advances in Convex Analysis and Global Optimization, Honouring the Memory of C. Caratheodory (1873-1950) , chap. 29, pages 459-471, Kluwer, Dordrecht, 2001.
L. Pronzato, H.P. Wynn and A.A. Zhigljavsky. "An introduction to dynamical search", in P.M. Pardalos and H.E. Romeijn, eds., Handbook of Global Optimization, Volume 2, chap. 4, pages 115-150, Kluwer, Dordrecht, 2002.
R. Haycroft, L. Pronzato, H.P. Wynn and A.A. Zhigljavsky. "Studying convergence of gradient algorithms via optimal experimental design theory", in L. Pronzato and A.A. Zhigljavsky, eds., "Optimal Design and Related Areas in Optimization and Statistics", Springer Optimization and Its Applications, vol. 28., chap. 2, pages 13-37, Springer-Verlag, Heidelberg, 2009. (hal-00358757/fr)
L. Pronzato, H.P. Wynn and A.A. Zhigljavsky. "A dynamical-system analysis of the optimum s-gradient algorithm", in L. Pronzato and A.A. Zhigljavsky, eds., "Optimal Design and Related Areas in Optimization and Statistics", Springer Optimization and Its Applications, vol. 28., chap. 3, pages 39-80, Springer-Verlag, Heidelberg, 2009. (hal-00358755/fr/)
A. Pàzman and L. Pronzato. "Asymptotic normality of nonlinear least squares under singular experimental designs", in L. Pronzato and A.A. Zhigljavsky, eds., "Optimal Design and Related Areas in Optimization and Statistics", Springer Optimization and Its Applications, vol. 28., chap. 8, pages 167-191, Springer-Verlag, Heidelberg, 2009. (hal-00358761/fr/)
W.G. Müller, L. Pronzato and H. Waldl. "Relations between designs for prediction and estimation in random fields", in E. Porcu et al., eds., "Advances and Challenges in Space-time Modelling of Natural Events", LNS 207, Chap. 6, pages 125-139, Springer-Verlag, Heidelberg, 2012. (DOI 10.1007/978-3-642-17086-7\_6)
E. Fekhari, B. Iooss, J. Muré, L. Pronzato and M.-J. Rendas. Model predictivity assessment: incremental test-set selection and accuracy evaluation, in N. Salvati et al., eds., "Studies in Theoretical and Applied Statistics", Springer Proceedings in Mathematics & Statistics 406, 2022 (DOI 10.1007/978-3-031-16609-9_20, hal-03523695)
R. Cabral-Farias, L. Pronzato and M.-J. Rendas. Adaptive design criteria motivated by a plug-in percentile estimator, in J. Pilz, V.B. Melas and A. Bathke, eds., "Statistical Modeling and Simulation for Experimental Design and Machine Learning Applications" (Selected Contributions from SimStat 2019 and Invited Papers), Springer (Contributions to Statistics), 2023 (hal-02483076)
R. Cabral-Farias, L. Pronzato and M.-J. Rendas. Incremental construction of nested designs based on two-level fractional factorial designs, in J. Pilz, V.B. Melas and A. Bathke, eds., "Statistical Modeling and Simulation for Experimental Design and Machine Learning Applications" (Selected Contributions from SimStat 2019 and Invited Papers), Springer (Contributions to Statistics), 2023 (hal-02483004)