Advances in Neural Networks : Computational Intelligence for ICT / / edited by Simone Bassis, Anna Esposito, Francesco Carlo Morabito, Eros Pasero |
Edizione | [1st ed. 2016.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
Descrizione fisica | 1 online resource (525 p.) |
Disciplina | 006.32 |
Collana | Smart Innovation, Systems and Technologies |
Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
ISBN | 3-319-33747-5 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | I Introductory chapter -- II Machine Learning -- III Articial Neural Networks: Algorithms and Models -- IV Computational Intelligence Methods for Biomedical ICT in Neurological Diseases -- V Neural Networks-based Approaches to Industrial Processes -- VI Intelligent Cyber-physical and Embedded Systems -- VII Recongurable- Modular- Adaptive- smart Robotic Systems for Optoelectronics Industry: The White'R Instantiation. |
Record Nr. | UNINA-9910254218403321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Advances in Neural Networks: Computational and Theoretical Issues / / edited by Simone Bassis, Anna Esposito, Francesco Carlo Morabito |
Edizione | [1st ed. 2015.] |
Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
Descrizione fisica | 1 online resource (392 p.) |
Disciplina | 006.3 |
Collana | Smart Innovation, Systems and Technologies |
Soggetto topico |
Computational intelligence
Artificial intelligence Computational Intelligence Artificial Intelligence |
ISBN | 3-319-18164-5 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto |
""Preface""; ""Acknowledgments""; ""Contents""; ""Part I Introductory Chapter""; ""Recent Advances of Neural Networks Models and Applications: An Introduction""; ""1 Introduction""; ""2 The Data Issue""; ""3 Feature Selection""; ""4 Classification Schema""; ""5 Contents of This Book""; ""References""; ""Part II Models""; ""Simulink Implementation of Belief Propagation in Normal Factor Graphs""; ""1 Introduction""; ""2 Simulink Factor Graph Library""; ""2.1 Variable""; ""2.2 Diverter Block""; ""2.3 Factor Block""; ""3 Flow Control""; ""4 Characters Recognition Example""; ""4.1 A Simulation""
""5 Conclusion""""Time Series Analysis by Genetic Embedding and Neural Network Regression""; ""1 Introduction""; ""2 Time Series Forecasting: Embedding for State Space Reconstruction""; ""3 Time Series Forecasting: Function Approximation Method""; ""4 Genetic Embedding for Prediction""; ""5 Illustrative Tests""; ""6 Conclusions""; ""Significance-Based Pruning for Reservoir's Neurons in Echo State Networks""; ""1 Introduction""; ""2 Echo State Networks""; ""3 Significance-Based Pruning for the Reservoir's Connections""; ""4 Extending Pruning to the Reservoir's Neurons"" ""5 Experimental Validation""""5.1 Experimental Setup""; ""5.2 Generalization Performance""; ""5.3 Analysis of the Reservoirs Topology""; ""6 Conclusions""; ""Online Selection of Functional Links for Nonlinear System Identification""; ""1 Introduction""; ""2 A Brief Review on the Nonlinear FLAF""; ""3 The -law Proportionate FLAF""; ""4 Experimental Results""; ""5 Conclusion""; ""A Continuous-Time Spiking Neural Network Paradigm""; ""1 Introduction""; ""2 Neuron Model""; ""3 Network Topology and Plasticity Rules""; ""3.1 CNN-like Topology""; ""3.2 Synaptic Plasticity Rules"" ""4 Event-Driven Simulations""""4.1 Event-Driven Approach for the Network Simulation""; ""4.2 Simulation Results""; ""5 Conclusions""; ""Online Spectral Clustering and the Neural Mechanisms of Concept Formation""; ""1 Introduction""; ""2 Spectral Clustering ""; ""3 Online and In cremental Versions of Spectral Clustering""; ""4 An Approximated, Online Spectral Clustering Method""; ""5 Experimental Results""; ""6 A Neural Implementation""; ""7 Concept Formation""; ""8 Conclusions and Future Work""; ""Part III Pattern Recognition"" ""Machine Learning-Based Web Documents Categorization by Semantic Graphs""""1 Introduction""; ""2 Document Categorization""; ""3 Scoring""; ""4 Semantic Graph""; ""5 Experimental Results""; ""6 Conclusions""; ""Web Spam Detection Using Transductiveâ??Inductive Graph Neural Networks""; ""1 Introduction""; ""2 The Graph Neural Network Model""; ""3 The WEBSPAMâ??UK2006 Dataset""; ""4 Experimental Results""; ""5 Conclusions""; ""References""; ""Hubs and Communities Identification in Dynamical Financial Networks ""; ""1 Introduction""; ""2 Financial Communities Identification"" ""3 Measuring Evolving Communities Stability Using Fuzzy Rand Index"" |
Record Nr. | UNINA-9910299829903321 |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Neural Nets WIRN09 [[electronic resource] ] : proceedings of the 19th Italian workshop on neural nets, Vetri Sul Mare, Salerno, Italy May 28-30 2009 / / edited by Bruno Apolloni, Simone Bassis and Carlo F. Morabito |
Pubbl/distr/stampa | Amsterdam, : IOS Press, c2009 |
Descrizione fisica | 1 online resource (352 p.) |
Disciplina | 006.3/2 |
Altri autori (Persone) |
ApolloniBruno <1946->
BassisSimone MorabitoCarlo |
Collana | Frontiers in artificial intelligence and applications |
Soggetto topico |
Neural networks (Computer science)
Biologically-inspired computing |
Soggetto genere / forma | Electronic books. |
ISBN |
6612600942
1-282-60094-X 9786612600944 1-60750-515-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Title Page; Preface; Contents; Chapter 1. Models; Chapter 2. Signal Processing; Chapter 3. Economy and Complexity; Chapter 4. Biological Aspects; Chapter 5. Applications; Subject Index; Author Index |
Record Nr. | UNINA-9910459305303321 |
Amsterdam, : IOS Press, c2009 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Neural Nets WIRN09 [[electronic resource] ] : proceedings of the 19th Italian workshop on neural nets, Vetri Sul Mare, Salerno, Italy May 28-30 2009 / / edited by Bruno Apolloni, Simone Bassis and Carlo F. Morabito |
Pubbl/distr/stampa | Amsterdam, : IOS Press, c2009 |
Descrizione fisica | 1 online resource (352 p.) |
Disciplina | 006.3/2 |
Altri autori (Persone) |
ApolloniBruno <1946->
BassisSimone MorabitoCarlo |
Collana | Frontiers in artificial intelligence and applications |
Soggetto topico |
Neural networks (Computer science)
Biologically-inspired computing |
ISBN |
6612600942
1-282-60094-X 9786612600944 1-60750-515-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Title Page; Preface; Contents; Chapter 1. Models; Chapter 2. Signal Processing; Chapter 3. Economy and Complexity; Chapter 4. Biological Aspects; Chapter 5. Applications; Subject Index; Author Index |
Record Nr. | UNINA-9910792431803321 |
Amsterdam, : IOS Press, c2009 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
Neural Nets WIRN09 : proceedings of the 19th Italian workshop on neural nets, Vetri Sul Mare, Salerno, Italy May 28-30 2009 / / edited by Bruno Apolloni, Simone Bassis and Carlo F. Morabito |
Edizione | [1st ed.] |
Pubbl/distr/stampa | Amsterdam, : IOS Press, c2009 |
Descrizione fisica | 1 online resource (352 p.) |
Disciplina | 006.3/2 |
Altri autori (Persone) |
ApolloniBruno <1946->
BassisSimone MorabitoCarlo |
Collana | Frontiers in artificial intelligence and applications |
Soggetto topico |
Neural networks (Computer science)
Biologically-inspired computing |
ISBN |
6612600942
1-282-60094-X 9786612600944 1-60750-515-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Title Page; Preface; Contents; Chapter 1. Models; Chapter 2. Signal Processing; Chapter 3. Economy and Complexity; Chapter 4. Biological Aspects; Chapter 5. Applications; Subject Index; Author Index |
Record Nr. | UNINA-9910811977203321 |
Amsterdam, : IOS Press, c2009 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
New directions in neural networks [[electronic resource] ] : 18th Italian Workshop on Neural Networks: WIRN 2008 / / edited by Bruno Apolloni, Simone Bassis and Maria Marinaro |
Pubbl/distr/stampa | Amsterdam, Netherlands ; ; Washington, DC, : IOS Press, c2009 |
Descrizione fisica | 1 online resource (276 p.) |
Disciplina | 006.32 |
Altri autori (Persone) |
ApolloniBruno <1946->
BassisSimone MarinaroM |
Collana | Frontiers in artificial intelligence and applications. Knowledge-based intelligent engineering systems |
Soggetto topico |
Neural networks (Computer science)
Computers |
Soggetto genere / forma | Electronic books. |
ISBN |
1-4416-1615-2
1-60750-414-6 600-00-1471-6 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Title page; Preface; Contents; Chapter 1. Application; Chapter 2. Models; Chapter 3. Economy and Complexity Workshop; Chapter 4. Remote Sensing Images Processing; Author Index |
Record Nr. | UNINA-9910455541703321 |
Amsterdam, Netherlands ; ; Washington, DC, : IOS Press, c2009 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
New directions in neural networks [[electronic resource] ] : 18th Italian Workshop on Neural Networks: WIRN 2008 / / edited by Bruno Apolloni, Simone Bassis and Maria Marinaro |
Pubbl/distr/stampa | Amsterdam, Netherlands ; ; Washington, DC, : IOS Press, c2009 |
Descrizione fisica | 1 online resource (276 p.) |
Disciplina | 006.32 |
Altri autori (Persone) |
ApolloniBruno <1946->
BassisSimone MarinaroM |
Collana | Frontiers in artificial intelligence and applications. Knowledge-based intelligent engineering systems |
Soggetto topico |
Neural networks (Computer science)
Computers |
ISBN |
1-4416-1615-2
1-60750-414-6 600-00-1471-6 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Title page; Preface; Contents; Chapter 1. Application; Chapter 2. Models; Chapter 3. Economy and Complexity Workshop; Chapter 4. Remote Sensing Images Processing; Author Index |
Record Nr. | UNINA-9910777941603321 |
Amsterdam, Netherlands ; ; Washington, DC, : IOS Press, c2009 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
|
New directions in neural networks : 18th Italian Workshop on Neural Networks: WIRN 2008 / / edited by Bruno Apolloni, Simone Bassis and Maria Marinaro |
Edizione | [1st ed.] |
Pubbl/distr/stampa | Amsterdam, Netherlands ; ; Washington, DC, : IOS Press, c2009 |
Descrizione fisica | 1 online resource (276 p.) |
Disciplina | 006.32 |
Altri autori (Persone) |
ApolloniBruno <1946->
BassisSimone MarinaroM |
Collana | Frontiers in artificial intelligence and applications. Knowledge-based intelligent engineering systems |
Soggetto topico |
Neural networks (Computer science)
Computers |
ISBN |
1-4416-1615-2
1-60750-414-6 600-00-1471-6 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | Title page; Preface; Contents; Chapter 1. Application; Chapter 2. Models; Chapter 3. Economy and Complexity Workshop; Chapter 4. Remote Sensing Images Processing; Author Index |
Record Nr. | UNINA-9910822090303321 |
Amsterdam, Netherlands ; ; Washington, DC, : IOS Press, c2009 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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Recent advances of neural network models and applications : proceedings of the 23rd Workshop of the Italian Neural Networks Society (SIREN), May 23-25, Vietri Sul Mare, Salerno, Italy / / Simone Bassis, Anna Esposito, Francesco Carlo Morabito, editors |
Edizione | [1st ed. 2014.] |
Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , 2014 |
Descrizione fisica | 1 online resource (xiii, 446 pages) : illustrations (some color) |
Disciplina | 006.32 |
Collana | Smart Innovation, Systems and Technologies |
Soggetto topico | Neural networks (Computer science) |
ISBN | 3-319-04129-0 |
Formato | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione | eng |
Nota di contenuto | I Algorithms -- II Signal Processing -- III Applications -- IV Special Session on \Social and Emotional Networks for Interactional Exchanges. |
Record Nr. | UNINA-9910299497903321 |
Cham, Switzerland : , : Springer, , 2014 | ||
Materiale a stampa | ||
Lo trovi qui: Univ. Federico II | ||
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