TY - BOOK AU - Winkler,Joab AU - Niranjan,Mahesan AU - Lawrence,Neil ED - SpringerLink (Online service) TI - Deterministic and Statistical Methods in Machine Learning: First International Workshop, Sheffield, UK, September 7-10, 2004. Revised Lectures T2 - Lecture Notes in Computer Science, SN - 9783540317289 AV - Q334-342 U1 - 006.3 23 PY - 2005/// CY - Berlin, Heidelberg PB - Springer Berlin Heidelberg KW - Computer science KW - Database management KW - Information storage and retrieval systems KW - Artificial intelligence KW - Computer vision KW - Optical pattern recognition KW - Computer Science KW - Artificial Intelligence (incl. Robotics) KW - Mathematical Logic and Formal Languages KW - Database Management KW - Information Storage and Retrieval KW - Image Processing and Computer Vision KW - Pattern Recognition N1 - Object Recognition via Local Patch Labelling -- Multi Channel Sequence Processing -- Bayesian Kernel Learning Methods for Parametric Accelerated Life Survival Analysis -- Extensions of the Informative Vector Machine -- Efficient Communication by Breathing -- Guiding Local Regression Using Visualisation -- Transformations of Gaussian Process Priors -- Kernel Based Learning Methods: Regularization Networks and RBF Networks -- Redundant Bit Vectors for Quickly Searching High-Dimensional Regions -- Bayesian Independent Component Analysis with Prior Constraints: An Application in Biosignal Analysis -- Ensemble Algorithms for Feature Selection -- Can Gaussian Process Regression Be Made Robust Against Model Mismatch? -- Understanding Gaussian Process Regression Using the Equivalent Kernel -- Integrating Binding Site Predictions Using Non-linear Classification Methods -- Support Vector Machine to Synthesise Kernels -- Appropriate Kernel Functions for Support Vector Machine Learning with Sequences of Symbolic Data -- Variational Bayes Estimation of Mixing Coefficients -- A Comparison of Condition Numbers for the Full Rank Least Squares Problem -- SVM Based Learning System for Information Extraction UR - http://dx.doi.org/10.1007/11559887 ER -