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.
Three important contemporary web sites, recreated with technology and spirit of late 1997. Best viewed with Netscape Navigator 4.03 and a screen resolution of 1024×768 pixels, running under Windows 95.
J. Illig, A. Hotho, R. Jäschke, and G. Stumme. Knowledge Processing and Data Analysis, volume 6581 of Lecture Notes in Computer Science, page 136--149. Berlin/Heidelberg, Springer, (2011)
M. Ester, H. Kriegel, J. Sander, and X. Xu. Proc. of 2nd International Conference on Knowledge Discovery and Data Mining (KDD-96), page 226-231. (1996)
M. Bu, S. Luo, and J. He. Computer-Aided Industrial Design Conceptual Design, 2009. CAID CD 2009. IEEE 10th International Conference on, page 973 -976. (November 2009)
J. McGee, J. Caverlee, and Z. Cheng. Proceedings of the 20th ACM international conference on Information and knowledge management, page 2333--2336. New York, NY, USA, ACM, (2011)
S. Papadopoulos, Y. Kompatsiaris, and A. Vakali. Proceedings of the 12th international conference on Data warehousing and knowledge discovery, page 65--76. Berlin, Heidelberg, Springer-Verlag, (2010)
A. Blum, T. Chan, and M. Rwebangira. Proceedings of the eigth Workshop on Algorithm Engineering and Experiments and the third Workshop on Analytic Algorithmics and Combinatorics, page 238--246. (2006)
W. Voon, N. Mustapha, and M. Sulaiman. Proceedings of the 12th International Conference on Information Integration and Web-based Applications &\#38; Services, page 909--912. New York, NY, USA, ACM, (2010)
C. Hayes, P. Avesani, and S. Veeramachaneni. ITC-IRST Technical Report. http://sra. itc. it/people/hayes/pubs/06/hayes-ijcai07-tech-report. pdf, (2006)
J. Qin, J. Xu, D. Hu, M. Sageman, and H. Chen. Intelligence and Security Informatics, volume 3495 of Lecture Notes in Computer Science, Springer, Berlin / Heidelberg, (2005)
A. Girardello, and F. Michahelles. Proceedings of the 12th international conference on Human computer interaction with mobile devices and services, page 431--434. New York, NY, USA, ACM, (2010)
A. Hashmi, F. Zaidi, A. Sallaberry, and T. Mehmood. Advances in Social Networks Analysis and Mining (ASONAM), 2012 IEEE/ACM International Conference on, page 310--314. IEEE, (2012)