Browse > Article

k-최근접 이웃 정보를 활용한 베이지안 추론 분류  

No, Yeong-Gyun (한국과학기술원)
Kim, Gi-Eung (한국과학기술원)
Lee, Tae-Hun (서울대학교)
Yun, Seong-Ro (서울대학교)
Lee, Daniel D. (펜실베니아 대학교)
Publication Information
Keywords
Citations & Related Records
연도 인용수 순위
  • Reference
1 Bogacz,R.,Brown,E.,Moehlis,J.,Holmes,P.,& Cohen,J. D. (2006) The physics of optimal decision making: A formal analysis of models of performance in two-alternative forced-choice tasks. Psychological Review, 113(4), 700-765   DOI
2 Cover, T. (1967) Estimation by the nearest neighbor rule. IEEE Transactions on Information Theory, 14 (1), 50-55.
3 Cover, T., & Hart, P. (1967) Nearest neighbor pattern classification. IEEE Transactions on Information Theory, 13 (1), 21-27.   DOI
4 Dragalin, V. P., Tertakovsky, A. G., & Veeravalli, V. V. (1999) Multihypothesis sequential probability ratio tests. part i: asymptotic optimality. IEEE Transactions on Information Technology, 45, 2448-61.   DOI
5 Leonenko,N.,Pronzato,L.,& Savani,V. (2008) A class of Renyi information estimators for multidimensional densities. Annals of Statistics, 36, 2153-2182.   DOI
6 Noh, Y.K., Park, F.C., & Lee, D.D. (2012) Diffusion Decision Making for Adaptive k-Nearest Neighbor Classification, Advances in Neural Information Processing Systems 25
7 Noh, Y.K., Park, F.C., & Lee, D.D. (2013) k-Nearest Neighbor Classification Algorithm for Multiple Choice Sequential Sampling, Proceedings of the Thirty-Fifth Annual Conference of the Cognitive Science Society
8 Ougiaroglou, S., Nanopoulos, A., Papadopoulos, A. N., Manolopoulos, Y., & Welzer-Druzovec, T. (2007) Adaptive k-nearest-neighbor classification using a dynamic number of nearest neighbors. In Proceedings of the 11th east European conference on advances in databases and information systems (pp. 66-82).
9 Smith, P. L., & Vickers, D. (1988) The accumulator model of two-choice discrimination. Journal of Mathematical Psychology, 32, 135-168.   DOI
10 Usher, M., & McClelland, J.L. (2001) The time course of perceptual choice: the leaky, competing accumulator model. Psychological review, 108 (3), 550-592.   DOI
11 Vickers, D. (1970) Evidence for an accumulator model of psychophysical discrimination. Ergonomics, 13, 37-58.   DOI
12 Wald, A., & Wolfowitz, J. (1948) Optimum character of the sequential probability ratio test. Annals of Mathematical Statistics, 19, 326-339.   DOI
13 Wang, J., Neskovic, P., & Cooper, L. N. (2006) Neighborhood size selection in the k-nearestneighbor rule using statistical confidence. Pattern Recognition, 39 (3):417-423.   DOI