Estimation by the nearest neighbor rule
From MaRDI portal
Publication:5540109
DOI10.1109/TIT.1968.1054098zbMath0157.49404MaRDI QIDQ5540109
Publication date: 1968
Published in: IEEE Transactions on Information Theory (Search for Journal in Brave)
Related Items (22)
Effects of domain characteristics on instance-based learning algorithms. ⋮ Data-driven \(k\)NN estimation in nonparametric functional data analysis ⋮ Perception of probabilities in situations of risk: a case based approach ⋮ Choice of the smoothing parameter and efficiency of k-nearest neighbor classification ⋮ \(k\)NN estimation in functional partial linear modeling ⋮ Unnamed Item ⋮ kNN robustification equivariant nonparametric regression estimators for functional ergodic data ⋮ Consistency of a recursive nearest neighbor regression function estimate ⋮ Convergence of functional \(k\)-nearest neighbor regression estimate with functional responses ⋮ An affine invariant \(k\)-nearest neighbor regression estimate ⋮ Similarity-based inference as evidential reasoning ⋮ New insights into approximate Bayesian computation ⋮ On some recent advances on high dimensional Bayesian statistics ⋮ Relaxing support vectors for classification ⋮ Strong universal pointwise consistency of some regression function estimates ⋮ Bounds for Multistage Stochastic Programs Using Supervised Learning Strategies ⋮ Probabilistic analysis of vantage point trees ⋮ Nearest neighbor forecasting using sparse data representation ⋮ Interactive clustering and merging with a new fuzzy expected value ⋮ On strong consistency of the fuzzy generalized nearest neighbor rule ⋮ Nonparametric regression: An up–to–date bibliography ⋮ A survey of fuzzy clustering
This page was built for publication: Estimation by the nearest neighbor rule