Deterministic and Statistical Methods in Machine Learning First International Workshop, Sheffield, UK, September 7-10, 2004. Revised Lectures
by
Winkler, Joab. editor.
Title
:
Deterministic and Statistical Methods in Machine Learning First International Workshop, Sheffield, UK, September 7-10, 2004. Revised Lectures
Author
:
Winkler, Joab. editor.
ISBN
:
9783540317289
Physical Description
:
VIII, 341 p. Also available online. online resource.
Series
:
Lecture Notes in Computer Science, 3635
Contents
:
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.
Subject Term
:
Computer science.
Database management.
Information storage and retrieval systems.
Artificial intelligence.
Computer vision.
Optical pattern recognition.
Artificial Intelligence (incl. Robotics).
Mathematical Logic and Formal Languages.
Information Storage and Retrieval.
Image Processing and Computer Vision.
Pattern Recognition.
Added Author
:
Winkler, Joab.
Niranjan, Mahesan.
Lawrence, Neil.
Added Corporate Author
:
SpringerLink (Online service)
Electronic Access
:
Library | Material Type | Item Barcode | Shelf Number | Status |
---|
IYTE Library | E-Book | 510156-1001 | Q334 -342 | Online Springer |