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Deterministic and Statistical Methods in Machine Learning [[electronic resource] ] : First International Workshop, Sheffield, UK, September 7-10, 2004. Revised Lectures / / edited by Joab Winkler, Neil Lawrence, Mahesan Niranjan
| Deterministic and Statistical Methods in Machine Learning [[electronic resource] ] : First International Workshop, Sheffield, UK, September 7-10, 2004. Revised Lectures / / edited by Joab Winkler, Neil Lawrence, Mahesan Niranjan |
| Edizione | [1st ed. 2005.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2005 |
| Descrizione fisica | 1 online resource (VIII, 341 p.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Mathematical logic Database management Information storage and retrieval Optical data processing Pattern recognition Artificial Intelligence Mathematical Logic and Formal Languages Database Management Information Storage and Retrieval Image Processing and Computer Vision Pattern Recognition |
| ISBN | 3-540-31728-7 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 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. |
| Record Nr. | UNISA-996465835803316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2005 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Deterministic and statistical methods in machine learning : first international workshop, Sheffield, UK, September 7-10, 2004 : revised lectures / / Joab Winkler, Mahesan Niranjan, Neil Lawrence (eds.)
| Deterministic and statistical methods in machine learning : first international workshop, Sheffield, UK, September 7-10, 2004 : revised lectures / / Joab Winkler, Mahesan Niranjan, Neil Lawrence (eds.) |
| Edizione | [1st ed. 2005.] |
| Pubbl/distr/stampa | Berlin ; ; New York, : Springer, c2005 |
| Descrizione fisica | 1 online resource (VIII, 341 p.) |
| Disciplina | 006.3 |
| Altri autori (Persone) |
WinklerJoab
NiranjanMahesan LawrenceNeil (Neil D.) |
| Collana | Lecture notes in computer science. Lecture notes in artificial intelligence |
| Soggetto topico |
Machine learning
Machine learning - Statistical methods |
| ISBN | 3-540-31728-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 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. |
| Record Nr. | UNINA-9910483748103321 |
| Berlin ; ; New York, : Springer, c2005 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Mathematics of Surfaces XII [[electronic resource] ] : 12th IMA International Conference, Sheffield, UK, September 4-6, 2007, Proceedings / / edited by Ralph Martin, Malcolm Sabin, Joab Winkler
| Mathematics of Surfaces XII [[electronic resource] ] : 12th IMA International Conference, Sheffield, UK, September 4-6, 2007, Proceedings / / edited by Ralph Martin, Malcolm Sabin, Joab Winkler |
| Edizione | [1st ed. 2007.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007 |
| Descrizione fisica | 1 online resource (IX, 514 p.) |
| Disciplina | 516.352 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Computer graphics
Computer science—Mathematics Discrete mathematics Computer vision Geometry Mathematics—Data processing Computer Graphics Discrete Mathematics in Computer Science Computer Vision Symbolic and Algebraic Manipulation Computational Science and Engineering |
| ISBN | 3-540-73843-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Regularity Criteria for the Topology of Algebraic Curves and Surfaces -- Quadrangle Surface Tiling Through Contouring -- Surfaces with Piecewise Linear Support Functions over Spherical Triangulations -- A Developable Surface of Uniformly Negative Internal Angle Deficit -- Rational Maximal Parametrisations of Dupin Cyclides -- Discrete Harmonic Functions from Local Coordinates -- Computing the Topology of an Arrangement of Quartics -- Non-uniform B-Spline Subdivision Using Refine and Smooth -- Scattered Data Fitting on Surfaces Using Projected Powell-Sabin Splines -- Implicit Boundary Control of Vector Field Based Shape Deformations -- Tuning Subdivision Algorithms Using Constrained Energy Optimization -- Description of Surfaces in Parallel Coordinates by Linked Planar Regions -- Discrete Surface Ricci Flow: Theory and Applications -- Guided C 2 Spline Surfaces with V-Shaped Tessellation -- MOS Surfaces: Medial Surface Transforms with Rational Domain Boundaries -- Mean Value Bézier Surfaces -- Curvature Estimation over Smooth Polygonal Meshes Using the Half Tube Formula -- Segmenting Periodic Reliefs on Triangle Meshes -- Estimation of End Curvatures from Planar Point Data -- Inversion, Degree and Reparametrization for Rational Surfaces -- Discrete Surfaces in Isotropic Geometry -- An Appropriate Geometric Invariant for the C 2-Analysis of Subdivision Surfaces -- Curvature-Based Surface Regeneration -- Bounded Curvature Subdivision Without Eigenanalysis -- Facial Shape-from-Shading Using Principal Geodesic Analysis and Robust Statistics -- Statistical Methods for Surface Integration -- Skeleton Surface Generation from Volumetric Models of Thin Plate Structures for Industrial Applications -- Parallel Tangency in -- Condition Numbers and Least Squares Regression -- Propagation of Geometric Tolerance Zones in 3D. |
| Record Nr. | UNISA-996465848903316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Mathematics of Surfaces XII : 12th IMA International Conference, Sheffield, UK, September 4-6, 2007, Proceedings / / edited by Ralph Martin, Malcolm Sabin, Joab Winkler
| Mathematics of Surfaces XII : 12th IMA International Conference, Sheffield, UK, September 4-6, 2007, Proceedings / / edited by Ralph Martin, Malcolm Sabin, Joab Winkler |
| Edizione | [1st ed. 2007.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007 |
| Descrizione fisica | 1 online resource (IX, 514 p.) |
| Disciplina | 516.352 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Computer graphics
Computer science—Mathematics Discrete mathematics Computer vision Geometry Mathematics—Data processing Computer Graphics Discrete Mathematics in Computer Science Computer Vision Symbolic and Algebraic Manipulation Computational Science and Engineering |
| ISBN | 3-540-73843-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Regularity Criteria for the Topology of Algebraic Curves and Surfaces -- Quadrangle Surface Tiling Through Contouring -- Surfaces with Piecewise Linear Support Functions over Spherical Triangulations -- A Developable Surface of Uniformly Negative Internal Angle Deficit -- Rational Maximal Parametrisations of Dupin Cyclides -- Discrete Harmonic Functions from Local Coordinates -- Computing the Topology of an Arrangement of Quartics -- Non-uniform B-Spline Subdivision Using Refine and Smooth -- Scattered Data Fitting on Surfaces Using Projected Powell-Sabin Splines -- Implicit Boundary Control of Vector Field Based Shape Deformations -- Tuning Subdivision Algorithms Using Constrained Energy Optimization -- Description of Surfaces in Parallel Coordinates by Linked Planar Regions -- Discrete Surface Ricci Flow: Theory and Applications -- Guided C 2 Spline Surfaces with V-Shaped Tessellation -- MOS Surfaces: Medial Surface Transforms with Rational Domain Boundaries -- Mean Value Bézier Surfaces -- Curvature Estimation over Smooth Polygonal Meshes Using the Half Tube Formula -- Segmenting Periodic Reliefs on Triangle Meshes -- Estimation of End Curvatures from Planar Point Data -- Inversion, Degree and Reparametrization for Rational Surfaces -- Discrete Surfaces in Isotropic Geometry -- An Appropriate Geometric Invariant for the C 2-Analysis of Subdivision Surfaces -- Curvature-Based Surface Regeneration -- Bounded Curvature Subdivision Without Eigenanalysis -- Facial Shape-from-Shading Using Principal Geodesic Analysis and Robust Statistics -- Statistical Methods for Surface Integration -- Skeleton Surface Generation from Volumetric Models of Thin Plate Structures for Industrial Applications -- Parallel Tangency in -- Condition Numbers and Least Squares Regression -- Propagation of Geometric Tolerance Zones in 3D. |
| Record Nr. | UNINA-9910483500503321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||