Deep Learning has revolutionised Pattern Recognition and Machine Learning. It is about credit assignment in adaptive systems with long chains of potentially causal links between actions and consequences.
This list is intended to introduce some of the tools of Bayesian statistics and machine learning that can be useful to computational research in cognitive science.
S. Wang, L. Hu, Y. Wang, X. He, Q. Sheng, M. Orgun, L. Cao, F. Ricci, и P. Yu. (2021)cite arxiv:2105.06339Comment: Accepted by IJCAI 2021 Survey Track, copyright is owned to IJCAI. The first systematic survey on graph learning based recommender systems. arXiv admin note: text overlap with arXiv:2004.11718.
A. Armellini, и B. Rodriguez. Journal of Interactive Online Learning, 14 (1):
17--28(июня 2016)The Journal of Interactive Online Learning is published by a joint effort of The University of Alabama, the University of Texas at Tyler, and Miami University, as well as faculty from other institutions..
B. Omelayenko. Proceedings of the International Workshop Web Dynamics, (января 2001)In conj. with the 8-th International Conference on Database Theory (ICDT-2001).
P. Cimiano, J. Völker, и R. Studer. Information, Wissenschaft und Praxis, 57 (6-7):
315-320(октября 2006)see the special issue for more contributions related to the Semantic Web.