Nearest neighbor classification from multiple feature subsets

[1]  Tin Kam Ho,et al.  The Random Subspace Method for Constructing Decision Forests , 1998, IEEE Trans. Pattern Anal. Mach. Intell..

[2]  David W. Aha,et al.  Error-Correcting Output Codes for Local Learners , 1998, ECML.

[3]  Catherine Blake,et al.  UCI Repository of machine learning databases , 1998 .

[4]  Ron Kohavi,et al.  Wrappers for Feature Subset Selection , 1997, Artif. Intell..

[5]  Thomas G. Dietterich,et al.  Pruning Adaptive Boosting , 1997, ICML.

[6]  Yoav Freund,et al.  Boosting the margin: A new explanation for the effectiveness of voting methods , 1997, ICML.

[7]  Thomas G. Dietterich Machine-Learning Research Four Current Directions , 1997 .

[8]  D W Aha,et al.  CLOUD CLASSIFICATION USING ERRORCORRECTING OUTPUT CODES , 1997 .

[9]  Gareth M. James,et al.  Generalizations of the Bias/Variance Decomposition for Prediction Error , 1997 .

[10]  ItalyDavid W. AhaNavy Extending Local Learners with Error-correcting Output Codes Extending Local Learners with Error-correcting Output Codes , 1997 .

[11]  ItalyDavid W. AhaNavy Bias, Variance, and Error Correcting Output Codes for Local Learners Bias, Variance, and Error Correcting Output Codes for Local Learners , 1997 .

[12]  L. Breiman Heuristics of instability and stabilization in model selection , 1996 .

[13]  Kagan Tumer,et al.  Error Correlation and Error Reduction in Ensemble Classifiers , 1996, Connect. Sci..

[14]  J. Ross Quinlan,et al.  Bagging, Boosting, and C4.5 , 1996, AAAI/IAAI, Vol. 1.

[15]  Yoav Freund,et al.  Experiments with a New Boosting Algorithm , 1996, ICML.

[16]  Ron Kohavi,et al.  Bias Plus Variance Decomposition for Zero-One Loss Functions , 1996, ICML.

[17]  D. B. Skalak Prototype Selection for Composite Nearest Neighbor Classifiers TITLE2 , 1996 .

[18]  Leo Breiman,et al.  Bias, Variance , And Arcing Classifiers , 1996 .

[19]  David B. Skalak,et al.  The Sources of Increased Accuracy for Two Proposed Boosting Algorithms , 1996, AAAI 1996.

[20]  Kevin J. Cherkauer Human Expert-level Performance on a Scientiic Image Analysis Task by a System Using Combined Artiicial Neural Networks , 1996 .

[21]  Robert Tibshirani,et al.  Bias, Variance and Prediction Error for Classification Rules , 1996 .

[22]  Thomas G. Dietterich,et al.  Error-Correcting Output Coding Corrects Bias and Variance , 1995, ICML.

[23]  Salvatore J. Stolfo,et al.  A Comparative Evaluation of Voting and Meta-learning on Partitioned Data , 1995, ICML.

[24]  Thomas G. Dietterich,et al.  Solving Multiclass Learning Problems via Error-Correcting Output Codes , 1994, J. Artif. Intell. Res..

[25]  ci UniversityTR Voting over Multiple Condensed Nearest Neighbors , 1995 .

[26]  David W. Aha,et al.  Feature Selection for Case-Based Classification of Cloud Types: An Empirical Comparison , 1994 .

[27]  P. Langley,et al.  Average-case analysis of a nearest neighbor algorthim , 1993, IJCAI 1993.

[28]  Pat Langley,et al.  Average-Case Analysis of a Nearest Neighbor Algorithm , 1993, IJCAI.

[29]  Thomas G. Dietterich,et al.  Improving the Performance of Radial Basis Function Networks by Learning Center Locations , 1991, NIPS.

[30]  Peter Clark,et al.  Rule Induction with CN2: Some Recent Improvements , 1991, EWSL.

[31]  Belur V. Dasarathy,et al.  Nearest neighbor (NN) norms: NN pattern classification techniques , 1991 .

[32]  A. W. Moore An Intoductory Tutorial on Kd-trees Extract from Andrew Moore's Phd Thesis: Eecient Memory-based L Earning for Robot Control , 1991 .

[33]  Lars Kai Hansen,et al.  Neural Network Ensembles , 1990, IEEE Trans. Pattern Anal. Mach. Intell..

[34]  F. Girosi,et al.  Networks for approximation and learning , 1990, Proc. IEEE.

[35]  J. L. Hodges,et al.  Discriminatory Analysis - Nonparametric Discrimination: Consistency Properties , 1989 .

[36]  Terrence J. Sejnowski,et al.  Parallel Networks that Learn to Pronounce English Text , 1987, Complex Syst..

[37]  Laurent Miclet,et al.  Approximative fast nearest-neighbour recognition , 1983, Pattern Recognit. Lett..

[38]  B. Tabachnick,et al.  Using Multivariate Statistics , 1983 .

[39]  Jon Louis Bentley,et al.  An Algorithm for Finding Best Matches in Logarithmic Expected Time , 1977, TOMS.

[40]  Richard O. Duda,et al.  Pattern classification and scene analysis , 1974, A Wiley-Interscience publication.

[41]  Peter E. Hart,et al.  The condensed nearest neighbor rule (Corresp.) , 1968, IEEE Trans. Inf. Theory.

[42]  C. G. Hilborn,et al.  The Condensed Nearest Neighbor Rule , 1967 .

[43]  Peter E. Hart,et al.  Nearest neighbor pattern classification , 1967, IEEE Trans. Inf. Theory.

[44]  Jacob Cohen A Coefficient of Agreement for Nominal Scales , 1960 .

[45]  R. Fisher THE USE OF MULTIPLE MEASUREMENTS IN TAXONOMIC PROBLEMS , 1936 .