A note on machine learning approach to analyze the results of pairwise comparison based parametric evaluation of research units

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Abstract

This paper presents an attempt at an analysis of parametric evaluation of research units with machine learning toolkit. The main goal was to investigate if the rules of evaluation can be expressed in a readable, transparent, and easy to interpret way. A further attempt was made at investigating consistency of the applied procedure and presentation of some observed anomalies. © 2014 Springer International Publishing.

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Baran, M., Kułakowski, K., & Ligȩza, A. (2014). A note on machine learning approach to analyze the results of pairwise comparison based parametric evaluation of research units. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 8468 LNAI, pp. 27–39). Springer Verlag. https://doi.org/10.1007/978-3-319-07176-3_3

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