Challenges and opportunities in the integration of the Systems Engineering process and the AI/ML model lifecycle

Author:

Alvarez‐Rodríguez Jose María1,Zuñiga Roy Mendieta2,Pelayo Valentín Moreno1,Llorens Juan3

Affiliation:

1. Carlos III University of Madrid Avd. de la Universidad 30, 28911, Leganés Madrid Spain

2. The Reuse Company 16 Margarita Salas St. 2nd Floor 28919 Leganés Madrid Spain

3. Carlos III University of Madrid Avd. de la Universidad 30, Leganés Madrid Spain

Publisher

Wiley

Subject

Automotive Engineering

Reference58 articles.

1. Abadi M Barham P Chen J Chen Z Davis A Dean J Devin M Ghemawat S Irving G Isard M Kudlur M Levenberg J Monga R Moore S Murray DG Steiner B Tucker P Vasudevan V Warden P Wicke M Yu Y&Zheng X2016 ‘TensorFlow: A system for large‐scale machine learning’ 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 16) pp.265–283 viewed .

2. OSLC-KM: A knowledge management specification for OSLC‐based resources;Alvarez-Rodríguez JM;INCOSE International Symposium,2015

3. A survey of cross‐validation procedures for model selection;Arlot S;Statistics surveys,2010

4. Benjamins VR Fensel D&Gómez-Pérez A1998 ‘Knowledge Management through Ontologies’ PAKM.

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