O. Balci, Verification, validation, and certification of modeling and simulation applications, Proceedings of the 2003 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.03EX693), 2003.
DOI : 10.1109/WSC.2003.1261418

V. R. Basili, G. Caldiera, R. , and H. D. , Experience factory. Encyclopedia of software engineering, 1994.
DOI : 10.1002/0471028959.sof110

C. Camillieri, L. Parisi, M. Blay-fornarino, F. Precioso, M. Riveill et al., Towards a Software Product Line for Machine Learning Workflows: Focus on Supporting Evolution, Proc. 10th Work. Model. Evol. co-located with ACM/IEEE 19th Int. Conf. Model Driven Eng. Lang. Syst. (MODELS), 2016.
URL : https://hal.archives-ouvertes.fr/hal-01484050

M. Chen, D. Ebert, H. Hagen, R. S. Laramee, R. Van-liere et al., Data, Information, and Knowledge in Visualization, IEEE Computer Graphics and Applications, vol.29, issue.1, 2009.
DOI : 10.1109/MCG.2009.6

T. Kelly and R. Weaver, The goal structuring notation?a safety argument notation, Proc. of the dependable systems and networks 2004 workshop on assurance cases. Citeseer, 2004.

X. Larrucea, I. Santamaría, and R. Colomo-palacios, Assessing ISO/IEC29110 by means of ITMark: results from an experience factory, Journal of Software: Evolution and Process, vol.52, issue.11, pp.28969-980, 2016.
DOI : 10.1016/j.infsof.2010.03.008

K. Leyton-brown, E. Nudelman, G. Andrew, J. Mcfadden, and Y. Shoham, A portfolio approach to algorithm select, Proc. of the 18th Int. Joint Conference on Artificial Intelligence, 2003.

A. Peldszus and M. Stede, From Argument Diagrams to Argumentation Mining in Texts, International Journal of Cognitive Informatics and Natural Intelligence, vol.7, issue.1, 2013.
DOI : 10.4018/jcini.2013010101

T. Polacsek, Validation, accreditation or certification: A new kind of diagram to provide confidence, 2016 IEEE Tenth International Conference on Research Challenges in Information Science (RCIS), 2016.
DOI : 10.1109/RCIS.2016.7549297
URL : https://hal.archives-ouvertes.fr/hal-01413100

J. Rech and E. Ras, Aggregation of experiences in experience factories into software patterns, ACM SIGSOFT Software Engineering Notes, vol.36, issue.2, 2011.
DOI : 10.1145/1943371.1943390

H. Rheinberger, Toward a history of epistemic things: Synthesizing proteins in the test tube, 1997.

I. Rus, S. Biffl, and M. Halling, Systematically combining process simulation and empirical data in support of decision analysis in software development, Proceedings of the 14th international conference on Software engineering and knowledge engineering , SEKE '02, 2002.
DOI : 10.1145/568760.568901

S. E. Toulmin, The uses of argument, 2003.
DOI : 10.1017/CBO9780511840005

C. Wohlin, P. Runeson, M. Höst, M. C. Ohlsson, B. Regnell et al., Experimentation in software engineering, 2012.

D. H. Wolpert, The Lack of A Priori Distinctions Between Learning Algorithms, Neural Computation, vol.5, issue.7, 1996.
DOI : 10.1162/neco.1993.5.6.893