A new belief-based K-nearest neighbor classification method
暂无分享,去创建一个
Quan Pan | Jean Dezert | Zhunga Liu | Q. Pan | J. Dezert | Zhunga Liu
[1] Jonathan J. Hull,et al. A Database for Handwritten Text Recognition Research , 1994, IEEE Trans. Pattern Anal. Mach. Intell..
[2] Thierry Denoeux,et al. ECM: An evidential version of the fuzzy c , 2008, Pattern Recognit..
[3] Florentin Smarandache,et al. Advances and Applications of DSmT for Information Fusion , 2004 .
[4] Thierry Denoeux,et al. Classifier fusion in the Dempster-Shafer framework using optimized t-norm based combination rules , 2011, Int. J. Approx. Reason..
[5] M. C. Jones,et al. E. Fix and J.L. Hodges (1951): An Important Contribution to Nonparametric Discriminant Analysis and Density Estimation: Commentary on Fix and Hodges (1951) , 1989 .
[6] Thierry Denoeux,et al. An evidence-theoretic k-NN rule with parameter optimization , 1998, IEEE Trans. Syst. Man Cybern. Part C.
[7] Seymour Geisser,et al. 8. Predictive Inference: An Introduction , 1995 .
[8] M. Lawera. Predictive inference : an introduction , 1995 .
[9] Philippe Smets,et al. Classification Using Belief Functions: Relationship Between Case-Based and Model-Based Approaches , 2006, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).
[10] J. L. Hodges,et al. Discriminatory Analysis - Nonparametric Discrimination: Small Sample Performance , 1952 .
[11] J. L. Hodges,et al. Discriminatory Analysis - Nonparametric Discrimination: Consistency Properties , 1989 .
[12] Philippe Smets,et al. The Transferable Belief Model , 1991, Artif. Intell..
[13] Glenn Shafer,et al. A Mathematical Theory of Evidence , 2020, A Mathematical Theory of Evidence.
[14] Thierry Denoeux,et al. Evidential reasoning in large partially ordered sets , 2012, Ann. Oper. Res..
[15] Ashok K. Agrawala. Machine Recognition of Patterns , 1977 .
[16] B. Ripley,et al. Pattern Recognition , 1968, Nature.
[17] Thierry Denoeux,et al. Clustering interval-valued proximity data using belief functions , 2004, Pattern Recognit. Lett..
[18] Arnaud Martin,et al. Combination of Supervised and Unsupervised Classification Using the Theory of Belief Functions , 2012, Belief Functions.
[19] Peter E. Hart,et al. Nearest neighbor pattern classification , 1967, IEEE Trans. Inf. Theory.
[20] Thierry Denoeux,et al. Maximum Likelihood Estimation from Uncertain Data in the Belief Function Framework , 2013, IEEE Transactions on Knowledge and Data Engineering.
[21] Thierry Denoeux,et al. Evidential Multi-label Classification Using the Random k-Label Sets Approach , 2012, Belief Functions.
[22] Jean Dezert,et al. Edge detection in color images based on DSmT , 2011, 14th International Conference on Information Fusion.
[23] Philippe Smets,et al. The Combination of Evidence in the Transferable Belief Model , 1990, IEEE Trans. Pattern Anal. Mach. Intell..
[24] Sahibsingh A. Dudani. The Distance-Weighted k-Nearest-Neighbor Rule , 1976, IEEE Transactions on Systems, Man, and Cybernetics.
[25] Thierry Denoeux,et al. Ensemble clustering in the belief functions framework , 2011, Int. J. Approx. Reason..
[26] Anne-Laure Jousselme,et al. An Evidential Pattern Matching Approach for Vehicle Identification , 2012, Belief Functions.
[27] K.S. Fu. Machine recognition of patterns , 1978, Proceedings of the IEEE.
[28] Thierry Denœux. A k-Nearest Neighbor Classification Rule Based on Dempster-Shafer Theory , 2008 .
[29] Thierry Denoeux,et al. CECM: Constrained evidential C-means algorithm , 2012, Comput. Stat. Data Anal..
[30] Henri Prade,et al. Representation and combination of uncertainty with belief functions and possibility measures , 1988, Comput. Intell..
[31] Thierry Denoeux,et al. A k-nearest neighbor classification rule based on Dempster-Shafer theory , 1995, IEEE Trans. Syst. Man Cybern..
[32] Quan Pan,et al. Belief C-Means: An extension of Fuzzy C-Means algorithm in belief functions framework , 2012, Pattern Recognit. Lett..
[33] Quan Pan,et al. Combination of sources of evidence with different discounting factors based on a new dissimilarity measure , 2011, Decis. Support Syst..
[34] Thierry Denoeux,et al. EVCLUS: evidential clustering of proximity data , 2004, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).