Nonlinear estimation and classification (Q1856435)

The articles of this volume will be reviewed individually. Indexed articles: \textit{Choi, Hyeokho; Baraniuk, Richard G.}, Wavelet statistical models and Besov spaces, 9-29 [Zbl 1142.62375] \textit{Geman, Donald}, Coarse-to-fine classification and scene labeling, 31-48 [Zbl 1142.62368] \textit{Kiiveri, Harri; Caccetta, Peter; Campbell, Norm; Evans, Fiona; Furby, Suzanne; Wallace, Jeremy}, Environmental monitoring using a time series of satellite images and other spatial data sets, 49-62 [Zbl 1320.62221] \textit{Cao, Jin; Cleveland, William S.; Lin, Dong; Sun, X. Don}, Internet traffic tends toward Poisson and independent as the load increases, 83-109 [Zbl 1320.62228] \textit{Mukherjee, Sayan; Rifkin, Ryan; Poggio, Tomaso}, Regression and classification with regularization, 111-128 [Zbl 1142.62371] \textit{Wahba, Grace; Lin, Yi; Lee, Yoonkyung; Zhang, Hao}, Optimal properties and adaptive tuning of standard and nonstandard support vector machines, 131-147 [Zbl 1142.62373] \textit{Schapire, Robert E.}, The boosting approach to machine learning: an overview, 149-171 [Zbl 1142.62372] \textit{Margineantu, Dragos D.; Dietterich, Thomas G.}, Improved class probability estimates from decision tree models, 173-188 [Zbl 1142.62370] \textit{Gray, Robert M.}, Gauss mixture quantization: clustering Gauss mixtures, 189-212 [Zbl 1142.62306] \textit{Huang, Jianhua Z.; Stone, Charles J.}, Extended linear modeling with splines, 213-233 [Zbl 1142.62379] \textit{Figueiredo, Mário A. T.}, Adaptive sparse regression, 237-247 [Zbl 1142.62341] \textit{Kolaczyk, Eric D.; Nowak, Robert D.}, Multiscale statistical models, 249-259 [Zbl 1142.62332] \textit{Jansen, Maarten}, Wavelet thresholding on non-equispaced data, 261-271 [Zbl 1139.62305] \textit{Capobianco, Enrico}, Multi-resolution properties of semi-parametric volatility models, 273-284 [Zbl 1139.62329] \textit{Kooperberg, Charles; Stone, Charles J.}, Confidence intervals for logspline density estimation, 287-295 [Zbl 1139.62312] \textit{Zhang, Heping}, Mixed-effects multivariate adaptive splines models, 297-306 [Zbl 1142.62359] \textit{Pollard, Katherine S.; Van der Laan, Mark J.}, Statistical inference for simultaneous clustering of gene expression data, 307-321 [Zbl 1139.62318] \textit{Rahnenführer, Jörg}, Statistical inference for clustering microarrays, 323-332 [Zbl 1139.62336] \textit{Ruczinski, Ingo; Kooperberg, Charles; LeBlanc, Michael}, Logic regression -- methods and software, 333-343 [Zbl 1142.62386] \textit{Burbidge, Robert}, Adaptive kernels for support vector classification, 345-356 [Zbl 1142.62366] \textit{Blanchard, Gilles}, Generalization error bounds for aggregate classifiers, 357-367 [Zbl 1207.62134] \textit{Gey, Servane; Nedelec, Elodie}, Risk bounds for CART regression trees, 369-379 [Zbl 1322.62168] \textit{Döhler, Sebastian; Rüschendorf, Ludger}, On adaptive estimation by neural net type estimators, 381-392 [Zbl 1139.62327] \textit{Krzyżak, Adam}, Nonlinear function learning, and classification using RBF networks with optimal kernels, 393-404 [Zbl 1137.62349] \textit{Ellis, Steven P.}, Instability in nonlinear estimation and classification: examples of a general pattern, 405-415 [Zbl 1137.62301] \textit{van der Linde, Angelika}, Model complexity and model priors, 417-427 [Zbl 1137.62320] \textit{Braverman, Amy}, A strategy for compression and analysis of very large remote sensing data sets, 429-441 [Zbl 1207.62236] \textit{Lin, Juan K.}, Targeting clustering of nonlinearly transformed Gaussians, 444-451 [Zbl 1142.62369] \textit{de Silva, Vin; Tenenbaum, Joshua B.}, Unsupervised learning of curved manifolds, 453-465 [Zbl 1322.62183] \textit{de Iorio, Maria; Müller, Peter; Rosner, Gary L.; MacEachern, Steven N.}, ANOVA DDP models: a review, 467-474 [Zbl 1139.62320]