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Subspace, Latent Structure and Feature Selection [[electronic resource] ] : Statistical and Optimization Perspectives Workshop, SLSFS 2005 Bohinj, Slovenia, February 23-25, 2005, Revised Selected Papers / / edited by Craig Saunders, Marko Grobelnik, Steve Gunn, John Shawe-Taylor
| Subspace, Latent Structure and Feature Selection [[electronic resource] ] : Statistical and Optimization Perspectives Workshop, SLSFS 2005 Bohinj, Slovenia, February 23-25, 2005, Revised Selected Papers / / edited by Craig Saunders, Marko Grobelnik, Steve Gunn, John Shawe-Taylor |
| Edizione | [1st ed. 2006.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2006 |
| Descrizione fisica | 1 online resource (X, 209 p.) |
| Disciplina | 003/.1 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Algorithms
Computer science—Mathematics Mathematical statistics Computer science Artificial intelligence Computer vision Pattern recognition systems Probability and Statistics in Computer Science Theory of Computation Artificial Intelligence Computer Vision Automated Pattern Recognition |
| ISBN | 3-540-34138-2 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Contributions -- Discrete Component Analysis -- Overview and Recent Advances in Partial Least Squares -- Random Projection, Margins, Kernels, and Feature-Selection -- Some Aspects of Latent Structure Analysis -- Feature Selection for Dimensionality Reduction -- Contributed Papers -- Auxiliary Variational Information Maximization for Dimensionality Reduction -- Constructing Visual Models with a Latent Space Approach -- Is Feature Selection Still Necessary? -- Class-Specific Subspace Discriminant Analysis for High-Dimensional Data -- Incorporating Constraints and Prior Knowledge into Factorization Algorithms – An Application to 3D Recovery -- A Simple Feature Extraction for High Dimensional Image Representations -- Identifying Feature Relevance Using a Random Forest -- Generalization Bounds for Subspace Selection and Hyperbolic PCA -- Less Biased Measurement of Feature Selection Benefits. |
| Record Nr. | UNISA-996465879603316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Subspace, latent structure and feature selection : Statistical and Optimization Perspectives Workshop, SLSFS 2005, Bohinj, Slovenia, February 23-25, 2005 : revised selected papers / / Craig Saunders ... [et al.] (eds.)
| Subspace, latent structure and feature selection : Statistical and Optimization Perspectives Workshop, SLSFS 2005, Bohinj, Slovenia, February 23-25, 2005 : revised selected papers / / Craig Saunders ... [et al.] (eds.) |
| Edizione | [1st ed. 2006.] |
| Pubbl/distr/stampa | Berlin, : Springer, 2006 |
| Descrizione fisica | 1 online resource (X, 209 p.) |
| Disciplina | 003/.1 |
| Altri autori (Persone) | SaundersCraig |
| Collana |
Lecture notes in computer science
CS sublibrary. SL 1, Theoretical computer science and general issues |
| Soggetto topico |
System identification
Latent structure analysis Computer vision |
| ISBN | 3-540-34138-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Invited Contributions -- Discrete Component Analysis -- Overview and Recent Advances in Partial Least Squares -- Random Projection, Margins, Kernels, and Feature-Selection -- Some Aspects of Latent Structure Analysis -- Feature Selection for Dimensionality Reduction -- Contributed Papers -- Auxiliary Variational Information Maximization for Dimensionality Reduction -- Constructing Visual Models with a Latent Space Approach -- Is Feature Selection Still Necessary? -- Class-Specific Subspace Discriminant Analysis for High-Dimensional Data -- Incorporating Constraints and Prior Knowledge into Factorization Algorithms – An Application to 3D Recovery -- A Simple Feature Extraction for High Dimensional Image Representations -- Identifying Feature Relevance Using a Random Forest -- Generalization Bounds for Subspace Selection and Hyperbolic PCA -- Less Biased Measurement of Feature Selection Benefits. |
| Altri titoli varianti |
Statistical and Optimization Perspectives Workshop
SLSFS 2005 |
| Record Nr. | UNINA-9910483873203321 |
| Berlin, : Springer, 2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
System identification : a frequency domain approach / / Rik Pintelon, Johan Schoukens
| System identification : a frequency domain approach / / Rik Pintelon, Johan Schoukens |
| Autore | Pintelon R. (Rik) |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Hoboken, N.J. : , : Wiley |
| Descrizione fisica | 1 online resource (790 p.) |
| Disciplina |
003.1
003/.1 |
| Altri autori (Persone) | SchoukensJ (Johan) |
| Soggetto topico |
System identification
Civil & Environmental Engineering Engineering & Applied Sciences Operations Research |
| ISBN |
1-280-67468-7
9786613651617 1-118-28741-X 1-118-28742-8 1-118-28739-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface to the First Edition -- -- Preface to the Second Edition -- -- Acknowledgments -- -- List of Operators and Notational Conventions -- List of Symbols -- List of Abbreviations -- Chapter 1 An Introduction to Identification -- Chapter 2 Measurement of Frequency Response Functions - Standard Solutions -- Chapter 3 Frequency Response Function Measurements in the Presence of Nonlinear Distortions -- Chapter 4 Detection, Quantification, and Qualification of Nonlinear Distortions in FRF Measurements -- Chapter 5 Design of Excitation Signals -- Chapter 6 Models of Linear Time-Invariant Systems -- Chapter 7 Measurement of Frequency Response Functions - The Local Polynomial Approach -- Chapter 8 An Intuitive Introduction to Frequency Domain Identification -- Chapter 9 Estimation with Know Noise Model -- Chapter 10 Estimation with Unknown Noise Model - Standard Solutions -- Chapter 11 Model Selection and Validation -- Chapter 12 Estimation with Unknown Noise Model - The Local Polynomial Approach -- Chapter 13 Basic Choices in System Identification -- Chapter 14 Guidelines for the User -- Chapter 15 Some Linear Algebra Fundamentals -- Chapter 16 Some Probability and Stochastic Convergence Fundamentals -- Chapter 17 Properties of Least Squares Estimators with Deterministic Weighting -- Chapter 18 Properties of Least Squares Estimators with Stochastic Weighting -- Chapter 19 Identification of Semilinear Models -- Chapter 20 Identification of Invariants of (Over) Parameterized Models -- References -- Subject Index -- Author Index -- About the Authors |
| Record Nr. | UNINA-9910141276503321 |
Pintelon R. (Rik)
|
||
| Hoboken, N.J. : , : Wiley | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
System identification : a frequency domain approach / / Rik Pintelon, Johan Schoukens
| System identification : a frequency domain approach / / Rik Pintelon, Johan Schoukens |
| Autore | Pintelon R. (Rik) |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Hoboken, N.J. : , : Wiley |
| Descrizione fisica | 1 online resource (790 p.) |
| Disciplina |
003.1
003/.1 |
| Altri autori (Persone) | SchoukensJ (Johan) |
| Soggetto topico |
System identification
Civil & Environmental Engineering Engineering & Applied Sciences Operations Research |
| ISBN |
1-280-67468-7
9786613651617 1-118-28741-X 1-118-28742-8 1-118-28739-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface to the First Edition -- -- Preface to the Second Edition -- -- Acknowledgments -- -- List of Operators and Notational Conventions -- List of Symbols -- List of Abbreviations -- Chapter 1 An Introduction to Identification -- Chapter 2 Measurement of Frequency Response Functions - Standard Solutions -- Chapter 3 Frequency Response Function Measurements in the Presence of Nonlinear Distortions -- Chapter 4 Detection, Quantification, and Qualification of Nonlinear Distortions in FRF Measurements -- Chapter 5 Design of Excitation Signals -- Chapter 6 Models of Linear Time-Invariant Systems -- Chapter 7 Measurement of Frequency Response Functions - The Local Polynomial Approach -- Chapter 8 An Intuitive Introduction to Frequency Domain Identification -- Chapter 9 Estimation with Know Noise Model -- Chapter 10 Estimation with Unknown Noise Model - Standard Solutions -- Chapter 11 Model Selection and Validation -- Chapter 12 Estimation with Unknown Noise Model - The Local Polynomial Approach -- Chapter 13 Basic Choices in System Identification -- Chapter 14 Guidelines for the User -- Chapter 15 Some Linear Algebra Fundamentals -- Chapter 16 Some Probability and Stochastic Convergence Fundamentals -- Chapter 17 Properties of Least Squares Estimators with Deterministic Weighting -- Chapter 18 Properties of Least Squares Estimators with Stochastic Weighting -- Chapter 19 Identification of Semilinear Models -- Chapter 20 Identification of Invariants of (Over) Parameterized Models -- References -- Subject Index -- Author Index -- About the Authors |
| Record Nr. | UNINA-9910830285503321 |
|
Pintelon R. (Rik)
|
||
| Hoboken, N.J. : , : Wiley | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
System identification : a frequency domain approach / / Rik Pintelon, Johan Schoukens
| System identification : a frequency domain approach / / Rik Pintelon, Johan Schoukens |
| Autore | Pintelon R (Rik) |
| Edizione | [2nd ed.] |
| Pubbl/distr/stampa | Hoboken, N.J., : John Wiley & Sons, 2012 |
| Descrizione fisica | 1 online resource (790 p.) |
| Disciplina | 003/.1 |
| Altri autori (Persone) | SchoukensJ (Johan) |
| Soggetto topico | System identification |
| ISBN |
1-280-67468-7
9786613651617 1-118-28741-X 1-118-28742-8 1-118-28739-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Preface to the First Edition -- -- Preface to the Second Edition -- -- Acknowledgments -- -- List of Operators and Notational Conventions -- List of Symbols -- List of Abbreviations -- Chapter 1 An Introduction to Identification -- Chapter 2 Measurement of Frequency Response Functions - Standard Solutions -- Chapter 3 Frequency Response Function Measurements in the Presence of Nonlinear Distortions -- Chapter 4 Detection, Quantification, and Qualification of Nonlinear Distortions in FRF Measurements -- Chapter 5 Design of Excitation Signals -- Chapter 6 Models of Linear Time-Invariant Systems -- Chapter 7 Measurement of Frequency Response Functions - The Local Polynomial Approach -- Chapter 8 An Intuitive Introduction to Frequency Domain Identification -- Chapter 9 Estimation with Know Noise Model -- Chapter 10 Estimation with Unknown Noise Model - Standard Solutions -- Chapter 11 Model Selection and Validation -- Chapter 12 Estimation with Unknown Noise Model - The Local Polynomial Approach -- Chapter 13 Basic Choices in System Identification -- Chapter 14 Guidelines for the User -- Chapter 15 Some Linear Algebra Fundamentals -- Chapter 16 Some Probability and Stochastic Convergence Fundamentals -- Chapter 17 Properties of Least Squares Estimators with Deterministic Weighting -- Chapter 18 Properties of Least Squares Estimators with Stochastic Weighting -- Chapter 19 Identification of Semilinear Models -- Chapter 20 Identification of Invariants of (Over) Parameterized Models -- References -- Subject Index -- Author Index -- About the Authors |
| Record Nr. | UNINA-9910876753903321 |
|
Pintelon R (Rik)
|
||
| Hoboken, N.J., : John Wiley & Sons, 2012 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Tychomancy [[electronic resource] ] : inferring probability from causal structure / / Michael Strevens
| Tychomancy [[electronic resource] ] : inferring probability from causal structure / / Michael Strevens |
| Autore | Strevens Michael |
| Pubbl/distr/stampa | Cambridge, Mass., : Harvard University Press, 2013 |
| Descrizione fisica | 1 online resource (280 p.) |
| Disciplina | 003/.1 |
| Soggetto topico |
Empiricism
Inference Probabilities |
| Soggetto genere / forma | Electronic books. |
| ISBN |
0-674-07602-8
0-674-07598-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Front matter -- CONTENTS -- FIGURES -- AUTHOR'S NOTE -- PHYSICAL INTUITION -- I. 1859 -- 1. THE APRIORIST -- 2. THE HISTORICAL WAY -- 3. THE LOGICAL WAY -- 4 THE COGNITIVE WAY -- II. EQUIDYNAMICS -- 5. STIRRING -- 6. SHAKING -- 7. BOUNCING -- 8. UNIFYING -- III. BEYOND PHYSICS -- 9. 1859 AGAIN -- 10. APPLIED BIOEQUIDYNAMICS -- 11. INACCURACY, ERROR, AND OTHER FLUCTUATIONS -- IV. BEFORE AND AFTER -- 12. THE EXOGENOUS ZONE -- 13. THE ELEMENTS OF EQUIDYNAMICS -- 14. PREHISTORY AND META - HISTORY -- NOTES -- GLOSSARY -- REFERENCES -- INDEX |
| Record Nr. | UNINA-9910462798403321 |
|
Strevens Michael
|
||
| Cambridge, Mass., : Harvard University Press, 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Tychomancy [[electronic resource] ] : inferring probability from causal structure / / Michael Strevens
| Tychomancy [[electronic resource] ] : inferring probability from causal structure / / Michael Strevens |
| Autore | Strevens Michael |
| Pubbl/distr/stampa | Cambridge, Mass., : Harvard University Press, 2013 |
| Descrizione fisica | 1 online resource (280 p.) |
| Disciplina | 003/.1 |
| Soggetto topico |
Empiricism
Inference Probabilities |
| ISBN |
0-674-07602-8
0-674-07598-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Front matter -- CONTENTS -- FIGURES -- AUTHOR'S NOTE -- PHYSICAL INTUITION -- I. 1859 -- 1. THE APRIORIST -- 2. THE HISTORICAL WAY -- 3. THE LOGICAL WAY -- 4 THE COGNITIVE WAY -- II. EQUIDYNAMICS -- 5. STIRRING -- 6. SHAKING -- 7. BOUNCING -- 8. UNIFYING -- III. BEYOND PHYSICS -- 9. 1859 AGAIN -- 10. APPLIED BIOEQUIDYNAMICS -- 11. INACCURACY, ERROR, AND OTHER FLUCTUATIONS -- IV. BEFORE AND AFTER -- 12. THE EXOGENOUS ZONE -- 13. THE ELEMENTS OF EQUIDYNAMICS -- 14. PREHISTORY AND META - HISTORY -- NOTES -- GLOSSARY -- REFERENCES -- INDEX |
| Record Nr. | UNINA-9910786982603321 |
|
Strevens Michael
|
||
| Cambridge, Mass., : Harvard University Press, 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Tychomancy : inferring probability from causal structure / / Michael Strevens
| Tychomancy : inferring probability from causal structure / / Michael Strevens |
| Autore | Strevens Michael |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cambridge, Mass., : Harvard University Press, 2013 |
| Descrizione fisica | 1 online resource (280 p.) |
| Disciplina | 003/.1 |
| Soggetto topico |
Empiricism
Inference Probabilities |
| ISBN |
0-674-07602-8
0-674-07598-6 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Front matter -- CONTENTS -- FIGURES -- AUTHOR'S NOTE -- PHYSICAL INTUITION -- I. 1859 -- 1. THE APRIORIST -- 2. THE HISTORICAL WAY -- 3. THE LOGICAL WAY -- 4 THE COGNITIVE WAY -- II. EQUIDYNAMICS -- 5. STIRRING -- 6. SHAKING -- 7. BOUNCING -- 8. UNIFYING -- III. BEYOND PHYSICS -- 9. 1859 AGAIN -- 10. APPLIED BIOEQUIDYNAMICS -- 11. INACCURACY, ERROR, AND OTHER FLUCTUATIONS -- IV. BEFORE AND AFTER -- 12. THE EXOGENOUS ZONE -- 13. THE ELEMENTS OF EQUIDYNAMICS -- 14. PREHISTORY AND META - HISTORY -- NOTES -- GLOSSARY -- REFERENCES -- INDEX |
| Record Nr. | UNINA-9910808010803321 |
|
Strevens Michael
|
||
| Cambridge, Mass., : Harvard University Press, 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||