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Artificial Neural Networks - ICANN 2006 [[electronic resource] ] : 16th International Conference, Athens, Greece, September 10-14, 2006, Proceedings, Part I / / edited by Stefanos Kollias, Andreas Stafylopatis, Wlodzislaw Duch, Erkki Oja
| Artificial Neural Networks - ICANN 2006 [[electronic resource] ] : 16th International Conference, Athens, Greece, September 10-14, 2006, Proceedings, Part I / / edited by Stefanos Kollias, Andreas Stafylopatis, Wlodzislaw Duch, Erkki Oja |
| Edizione | [1st ed. 2006.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2006 |
| Descrizione fisica | 1 online resource (XXXIV, 1008 p.) |
| Disciplina | 006.3/2 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Artificial intelligence
Computer science Pattern recognition systems Application software Database management Neurosciences Artificial Intelligence Theory of Computation Automated Pattern Recognition Computer and Information Systems Applications Database Management Neuroscience |
| ISBN | 3-540-38627-0 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Feature Selection and Dimension Reduction for Regression (Special Session) -- Learning Algorithms (I) -- Learning Algorithms (II) -- Advances in Neural Network Learning Methods (Special Session) -- Ensemble Learning -- Learning Random Neural Networks and Stochastic Agents (Special Session) -- Hybrid Architectures -- Self Organization -- Connectionist Cognitive Science -- Cognitive Machines (Special Session) -- Neural Dynamics and Complex Systems -- Computational Neuroscience -- Neural Control, Reinforcement Learning and Robotics Applications -- Robotics, Control, Planning -- Bio-inspired Neural Network On-Chip Implementation and Applications (Special session). |
| Record Nr. | UNISA-996466166503316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Artificial Neural Networks - ICANN 2006 [[electronic resource] ] : 16th International Conference, Athens, Greece, September 10-14, 2006, Proceedings, Part II / / edited by Stefanos Kollias, Andreas Stafylopatis, Wlodzislaw Duch, Erkki Oja
| Artificial Neural Networks - ICANN 2006 [[electronic resource] ] : 16th International Conference, Athens, Greece, September 10-14, 2006, Proceedings, Part II / / edited by Stefanos Kollias, Andreas Stafylopatis, Wlodzislaw Duch, Erkki Oja |
| Edizione | [1st ed. 2006.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2006 |
| Descrizione fisica | 1 online resource (XXXIV, 1028 p.) |
| Disciplina | 004.0151 |
| Collana | Theoretical Computer Science and General Issues |
| Soggetto topico |
Computer science
Artificial intelligence Pattern recognition systems Application software Database management Neurosciences Theory of Computation Artificial Intelligence Automated Pattern Recognition Computer and Information Systems Applications Database Management Neuroscience |
| ISBN | 3-540-38873-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Neural Networks, Semantic Web Technologies and Multimedia Analysis (Special Session) -- Bridging the Semantic Gap in Multimedia Machine Learning Approaches (Special Session) -- Signal and Time Series Processing (I) -- Signal and Time Series Processing (II) -- Data Analysis (I) -- Data Analysis (II) -- Pattern Recognition -- Visual Attention Algorithms and Architectures for Perceptional Understanding and Video Coding (Special Session) -- Vision and Image Processing (I) -- Vision and Image Processing (II) -- Computational Finance and Economics (Special Session) -- Neural Computing in Energy Engineering (Special Session) -- Applications to Biomedicine and Bioinformatics -- Applications to Security and Market Analysis -- Real World Applications (I) -- Real World Applications (II). |
| Record Nr. | UNISA-996466164303316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Artificial neural networks-- ICANN 2006 : 16th international conference, Athens, Greece, September 10-14, 2006 : proceedings, part II / / Stefanos Kollias ... [et al.] (eds.)
| Artificial neural networks-- ICANN 2006 : 16th international conference, Athens, Greece, September 10-14, 2006 : proceedings, part II / / Stefanos Kollias ... [et al.] (eds.) |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Berlin, : Springer, 2006 |
| Descrizione fisica | 1 online resource (XXXIV, 1028 p.) |
| Disciplina | 004.0151 |
| Altri autori (Persone) | KolliasStefanos |
| Collana |
Lecture notes in computer science
LNCS sublibrary. SL 1, Theoretical computer science and general issues |
| Soggetto topico |
Neural networks (Computer science)
Artificial intelligence |
| ISBN | 3-540-38873-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Neural Networks, Semantic Web Technologies and Multimedia Analysis (Special Session) -- Bridging the Semantic Gap in Multimedia Machine Learning Approaches (Special Session) -- Signal and Time Series Processing (I) -- Signal and Time Series Processing (II) -- Data Analysis (I) -- Data Analysis (II) -- Pattern Recognition -- Visual Attention Algorithms and Architectures for Perceptional Understanding and Video Coding (Special Session) -- Vision and Image Processing (I) -- Vision and Image Processing (II) -- Computational Finance and Economics (Special Session) -- Neural Computing in Energy Engineering (Special Session) -- Applications to Biomedicine and Bioinformatics -- Applications to Security and Market Analysis -- Real World Applications (I) -- Real World Applications (II). |
| Record Nr. | UNINA-9910484647903321 |
| Berlin, : Springer, 2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Artificial neural networks-- ICANN 2006 : 16th international conference, Athens, Greece, September 10-14, 2006 : proceedings, part I / / Stefanos Kollias ... [et al.] (eds.)
| Artificial neural networks-- ICANN 2006 : 16th international conference, Athens, Greece, September 10-14, 2006 : proceedings, part I / / Stefanos Kollias ... [et al.] (eds.) |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Berlin, : Springer, 2006 |
| Descrizione fisica | 1 online resource (XXXIV, 1008 p.) |
| Disciplina | 006.3/2 |
| Altri autori (Persone) | KolliasStefanos |
| Collana |
Lecture notes in computer science
LNCS sublibrary. SL 1, Theoretical computer science and general issues |
| Soggetto topico |
Neural networks (Computer science)
Artificial intelligence |
| ISBN | 3-540-38627-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Feature Selection and Dimension Reduction for Regression (Special Session) -- Learning Algorithms (I) -- Learning Algorithms (II) -- Advances in Neural Network Learning Methods (Special Session) -- Ensemble Learning -- Learning Random Neural Networks and Stochastic Agents (Special Session) -- Hybrid Architectures -- Self Organization -- Connectionist Cognitive Science -- Cognitive Machines (Special Session) -- Neural Dynamics and Complex Systems -- Computational Neuroscience -- Neural Control, Reinforcement Learning and Robotics Applications -- Robotics, Control, Planning -- Bio-inspired Neural Network On-Chip Implementation and Applications (Special session). |
| Record Nr. | UNINA-9910484259303321 |
| Berlin, : Springer, 2006 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Multimedia content and the semantic Web [[electronic resource] ] : methods, standards and tools / / edited by Giorgos Stamou and Stefanos Kollias
| Multimedia content and the semantic Web [[electronic resource] ] : methods, standards and tools / / edited by Giorgos Stamou and Stefanos Kollias |
| Autore | Stamou Giorgos |
| Pubbl/distr/stampa | Chichester, England ; ; Hoboken, NJ, : Wiley, c2005 |
| Descrizione fisica | 1 online resource (416 p.) |
| Disciplina | 006.7 |
| Altri autori (Persone) | KolliasStefanos |
| Soggetto topico |
Multimedia systems
Semantic Web Information storage and retrieval systems |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-280-24183-7
9786610241835 0-470-33918-7 0-470-01261-7 0-470-85763-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Multimedia Content and the Semantic Web; Contents; List of Contributors; Foreword - Rudi Studer; Foreword - A. Murat Tekalp; Introduction; Part One: Knowledge and Multimedia; 1 Multimedia Content Description in MPEG-7 and MPEG-21; 1.1 Multimedia Content Description; 1.2 MPEG-7: Multimedia Content Description Interface; 1.3 MPEG-21: Multimedia Framework; 1.4 Final Remarks; Acknowledgments; References; 2 Ontology Representation and Querying for Realizing Semantics-Driven Applications; 2.1 Introduction; 2.2 Requirements; 2.3 Ontology Representation; 2.4 Ontology Querying; 2.5 Implementation
2.6 Related Work2.7 Conclusion; References; 3 Adding Multimedia to the Semantic Web: Building and Applying an MPEG-7 Ontology; 3.1 Introduction; 3.2 Building an MPEG-7 Ontology; 3.3 Inferring Semantic Descriptions of Multimedia Content; 3.4 Semantic Querying and Presentation; 3.5 Conclusions; References; Appendix A; Appendix B MPEG-7 Description of a Fuel Cell; Appendix C OME Description of Fuel Cell Image; Appendix D FUSION Description of a Fuel Cell Image; Appendix E XML Schema for FUSION; 4 A Fuzzy Knowledge-Based System for Multimedia Applications; 4.1 Introduction 4.2 Knowledge Base Formalization4.3 Fuzzy Propositional Rules Inference Engine; 4.4 Demonstration; 4.5 Conclusion and Future Work; References; Part Two: Multimedia Content Analysis; 5 Structure Identification in an Audiovisual Document; 5.1 Introduction; 5.2 Shot Segmentation; 5.3 Evaluation of Shot-Segmentation Algorithms; 5.4 Formal Description of the Video Editing Work; 5.5 Macrosegmentation; 5.6 Conclusion; 5.7 Acknowledgement; References; 6 Object-Based Video Indexing; 6.1 Introduction; 6.2 MPEG-7 as a Normalized Framework for Object-Based Indexing of Video Content 6.3 Spatio-Temporal Segmentation of Video for Object Extraction6.4 Rough Indexing Paradigm for Object-Based Indexing of Compressed Content; 6.5 Conclusion; References; 7 Automatic Extraction and Analysis of Visual Objects Information; 7.1 Introduction; 7.2 Overview of the Proposed Model; 7.3 Region-Based Representation of Images: The Binary Partition Tree; 7.4 Perceptual Modelling of a Semantic Class; 7.5 Structural Modelling of a Semantic Class; 7.6 Conclusions; Acknowledgements; References; 8 Mining the Semantics of Visual Concepts and Context; 8.1 Introduction 8.2 Modelling Concepts: Support Vector Machines for Multiject Models8.3 Modelling Context: A Graphical Multinet Model for Learning and Enforcing Context; 8.4 Experimental Set-up and Results; 8.5 Concluding Remarks; Acknowledgement; References; 9 Machine Learning in Multimedia; 9.1 Introduction; 9.2 Graphical Models and Multimedia Understanding; 9.3 Learning Classifiers with Labelled and Unlabelled Data; 9.4 Examples of Graphical Models for Multimedia Understanding and Computer Vision; 9.5 Conclusions; References; Part Three: Multimedia Content Management Systems and the Semantic Web 10 Semantic Web Applications |
| Record Nr. | UNINA-9910143748403321 |
Stamou Giorgos
|
||
| Chichester, England ; ; Hoboken, NJ, : Wiley, c2005 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Multimedia content and the semantic Web [[electronic resource] ] : methods, standards and tools / / edited by Giorgos Stamou and Stefanos Kollias
| Multimedia content and the semantic Web [[electronic resource] ] : methods, standards and tools / / edited by Giorgos Stamou and Stefanos Kollias |
| Autore | Stamou Giorgos |
| Pubbl/distr/stampa | Chichester, England ; ; Hoboken, NJ, : Wiley, c2005 |
| Descrizione fisica | 1 online resource (416 p.) |
| Disciplina | 006.7 |
| Altri autori (Persone) | KolliasStefanos |
| Soggetto topico |
Multimedia systems
Semantic Web Information storage and retrieval systems |
| ISBN |
1-280-24183-7
9786610241835 0-470-33918-7 0-470-01261-7 0-470-85763-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Multimedia Content and the Semantic Web; Contents; List of Contributors; Foreword - Rudi Studer; Foreword - A. Murat Tekalp; Introduction; Part One: Knowledge and Multimedia; 1 Multimedia Content Description in MPEG-7 and MPEG-21; 1.1 Multimedia Content Description; 1.2 MPEG-7: Multimedia Content Description Interface; 1.3 MPEG-21: Multimedia Framework; 1.4 Final Remarks; Acknowledgments; References; 2 Ontology Representation and Querying for Realizing Semantics-Driven Applications; 2.1 Introduction; 2.2 Requirements; 2.3 Ontology Representation; 2.4 Ontology Querying; 2.5 Implementation
2.6 Related Work2.7 Conclusion; References; 3 Adding Multimedia to the Semantic Web: Building and Applying an MPEG-7 Ontology; 3.1 Introduction; 3.2 Building an MPEG-7 Ontology; 3.3 Inferring Semantic Descriptions of Multimedia Content; 3.4 Semantic Querying and Presentation; 3.5 Conclusions; References; Appendix A; Appendix B MPEG-7 Description of a Fuel Cell; Appendix C OME Description of Fuel Cell Image; Appendix D FUSION Description of a Fuel Cell Image; Appendix E XML Schema for FUSION; 4 A Fuzzy Knowledge-Based System for Multimedia Applications; 4.1 Introduction 4.2 Knowledge Base Formalization4.3 Fuzzy Propositional Rules Inference Engine; 4.4 Demonstration; 4.5 Conclusion and Future Work; References; Part Two: Multimedia Content Analysis; 5 Structure Identification in an Audiovisual Document; 5.1 Introduction; 5.2 Shot Segmentation; 5.3 Evaluation of Shot-Segmentation Algorithms; 5.4 Formal Description of the Video Editing Work; 5.5 Macrosegmentation; 5.6 Conclusion; 5.7 Acknowledgement; References; 6 Object-Based Video Indexing; 6.1 Introduction; 6.2 MPEG-7 as a Normalized Framework for Object-Based Indexing of Video Content 6.3 Spatio-Temporal Segmentation of Video for Object Extraction6.4 Rough Indexing Paradigm for Object-Based Indexing of Compressed Content; 6.5 Conclusion; References; 7 Automatic Extraction and Analysis of Visual Objects Information; 7.1 Introduction; 7.2 Overview of the Proposed Model; 7.3 Region-Based Representation of Images: The Binary Partition Tree; 7.4 Perceptual Modelling of a Semantic Class; 7.5 Structural Modelling of a Semantic Class; 7.6 Conclusions; Acknowledgements; References; 8 Mining the Semantics of Visual Concepts and Context; 8.1 Introduction 8.2 Modelling Concepts: Support Vector Machines for Multiject Models8.3 Modelling Context: A Graphical Multinet Model for Learning and Enforcing Context; 8.4 Experimental Set-up and Results; 8.5 Concluding Remarks; Acknowledgement; References; 9 Machine Learning in Multimedia; 9.1 Introduction; 9.2 Graphical Models and Multimedia Understanding; 9.3 Learning Classifiers with Labelled and Unlabelled Data; 9.4 Examples of Graphical Models for Multimedia Understanding and Computer Vision; 9.5 Conclusions; References; Part Three: Multimedia Content Management Systems and the Semantic Web 10 Semantic Web Applications |
| Record Nr. | UNINA-9910831163903321 |
|
Stamou Giorgos
|
||
| Chichester, England ; ; Hoboken, NJ, : Wiley, c2005 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Multimedia content and the semantic Web : methods, standards and tools / / edited by Giorgos Stamou and Stefanos Kollias
| Multimedia content and the semantic Web : methods, standards and tools / / edited by Giorgos Stamou and Stefanos Kollias |
| Autore | Stamou Giorgos |
| Pubbl/distr/stampa | Chichester, England ; ; Hoboken, NJ, : Wiley, c2005 |
| Descrizione fisica | 1 online resource (416 p.) |
| Disciplina | 006.7 |
| Altri autori (Persone) | KolliasStefanos |
| Soggetto topico |
Multimedia systems
Semantic Web Information storage and retrieval systems |
| ISBN |
1-280-24183-7
9786610241835 0-470-33918-7 0-470-01261-7 0-470-85763-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Multimedia Content and the Semantic Web; Contents; List of Contributors; Foreword - Rudi Studer; Foreword - A. Murat Tekalp; Introduction; Part One: Knowledge and Multimedia; 1 Multimedia Content Description in MPEG-7 and MPEG-21; 1.1 Multimedia Content Description; 1.2 MPEG-7: Multimedia Content Description Interface; 1.3 MPEG-21: Multimedia Framework; 1.4 Final Remarks; Acknowledgments; References; 2 Ontology Representation and Querying for Realizing Semantics-Driven Applications; 2.1 Introduction; 2.2 Requirements; 2.3 Ontology Representation; 2.4 Ontology Querying; 2.5 Implementation
2.6 Related Work2.7 Conclusion; References; 3 Adding Multimedia to the Semantic Web: Building and Applying an MPEG-7 Ontology; 3.1 Introduction; 3.2 Building an MPEG-7 Ontology; 3.3 Inferring Semantic Descriptions of Multimedia Content; 3.4 Semantic Querying and Presentation; 3.5 Conclusions; References; Appendix A; Appendix B MPEG-7 Description of a Fuel Cell; Appendix C OME Description of Fuel Cell Image; Appendix D FUSION Description of a Fuel Cell Image; Appendix E XML Schema for FUSION; 4 A Fuzzy Knowledge-Based System for Multimedia Applications; 4.1 Introduction 4.2 Knowledge Base Formalization4.3 Fuzzy Propositional Rules Inference Engine; 4.4 Demonstration; 4.5 Conclusion and Future Work; References; Part Two: Multimedia Content Analysis; 5 Structure Identification in an Audiovisual Document; 5.1 Introduction; 5.2 Shot Segmentation; 5.3 Evaluation of Shot-Segmentation Algorithms; 5.4 Formal Description of the Video Editing Work; 5.5 Macrosegmentation; 5.6 Conclusion; 5.7 Acknowledgement; References; 6 Object-Based Video Indexing; 6.1 Introduction; 6.2 MPEG-7 as a Normalized Framework for Object-Based Indexing of Video Content 6.3 Spatio-Temporal Segmentation of Video for Object Extraction6.4 Rough Indexing Paradigm for Object-Based Indexing of Compressed Content; 6.5 Conclusion; References; 7 Automatic Extraction and Analysis of Visual Objects Information; 7.1 Introduction; 7.2 Overview of the Proposed Model; 7.3 Region-Based Representation of Images: The Binary Partition Tree; 7.4 Perceptual Modelling of a Semantic Class; 7.5 Structural Modelling of a Semantic Class; 7.6 Conclusions; Acknowledgements; References; 8 Mining the Semantics of Visual Concepts and Context; 8.1 Introduction 8.2 Modelling Concepts: Support Vector Machines for Multiject Models8.3 Modelling Context: A Graphical Multinet Model for Learning and Enforcing Context; 8.4 Experimental Set-up and Results; 8.5 Concluding Remarks; Acknowledgement; References; 9 Machine Learning in Multimedia; 9.1 Introduction; 9.2 Graphical Models and Multimedia Understanding; 9.3 Learning Classifiers with Labelled and Unlabelled Data; 9.4 Examples of Graphical Models for Multimedia Understanding and Computer Vision; 9.5 Conclusions; References; Part Three: Multimedia Content Management Systems and the Semantic Web 10 Semantic Web Applications |
| Record Nr. | UNINA-9910877728103321 |
|
Stamou Giorgos
|
||
| Chichester, England ; ; Hoboken, NJ, : Wiley, c2005 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||