Efficient kNN Classification With Different Numbers of Nearest Neighbors
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li, 2003, An Improved K-Nearest Neighbor Algorithm for Text Categorization
zhang, 2014, Efficient kNN algorithm based on graph sparse reconstruction, Proc ADMA, 356
bahety, 2014, Extension and Evaluation of ID3—Decision Tree Algorithm, Entropy, 2, 1
tsuda, 2002, Clustering with the fisher score, Proc NIPS, 729
cheng, 2014, $K$ NN algorithm with data-driven $k$ value, Proc ADMA, 499
zhu, 2007, Cost-sensitive imputing missing values with ordering, Proc AAAI, 1922
liu, 0, A novel locally linear KNN method with applications to visual recognition, IEEE Trans Neural Netw Learn Syst
guo, 2003, KNN model-based approach in classification, Move to Meaningful Internet System CoopIS DOA and ODBASE, 2888, 986, 10.1007/978-3-540-39964-3_62
he, 2004, Locality preserving projections, Proc Neural Inf Process Syst, 16, 153
he, 2005, Face recognition using Laplacianfaces, IEEE Trans Pattern Anal Mach Intell, 27, 328, 10.1109/TPAMI.2005.55
zhu, 2014, Matrix-similarity based loss function and feature selection for Alzheimer’s disease diagnosis, Proc CVPR, 3089
landgrebe, 1991, A survey of decision tree classifier methodology, IEEE Trans Syst Man Cybern, 21, 660, 10.1109/21.97458
zhang, 2008, Parimputation: From imputation and null-imputation to partially imputation, IEEE Intell Inf Bull, 9, 32
góra, 2002, RIONA: A classifier combining rule induction and k-NN method with automated selection of optimal neighbourhood, Proc ECML, 111
zhu, 2014, Multi-modality canonical feature selection for Alzheimer’s disease diagnosis, Proc MICCAI, 162
yu, 2014, A unified learning framework for single image super-resolution, IEEE Trans Neural Netw Learn Syst, 25, 780, 10.1109/TNNLS.2013.2281313
vincent, 2001, K-local hyperplane and convex distance nearest neighbor algorithms, Proc NIPS, 985
song, 2007, IKNN: Informative K-nearest neighbor pattern classification, Knowledge Discovery in Databases, 248
zhu, 2014, A novel multi-relation regularization method for regression and classification in ad diagnosis, Proc MICCAI, 401