Neural advances in processing nonlinear dynamic signals. ([2019])

• Record Type: Book
• Further Information: Note: Anna Esposito, Marcos Faundez-Zanuy, Francesco Carlo Morabito, Eros Pasero, editors.
• Editors: Esposito, Anna; Faúndez Zanuy, Marcos; Morabito, F. C (Francesco Carlo); Pasero, Eros
• Contents: Introduction -- 1. Processing Nonlinearities -- 2. Temporal Artifacts from Edge Accumulation in Social Interaction Networks -- 3. Data Mining by Evolving Agents for Clusters Discovery and Metric Learning -- 4. Neural Beamforming for Speech Enhancement: Preliminary Results -- 5. Error Resilient Neural Networks on Low-Dimensional Manifolds -- 6. FIS Synthesis by Clustering for Microgrid Energy Management Systems -- 7. Learning Activation Functions from Data Using Cubic Spline Interpolation -- 8. Context Analysis Using a Bayesian Normal Graph -- 9. A Classification Approach to Modeling Financial Time Series -- 10. A Low-Complexity Linear-in-the-Parameters Nonlinear Filter for Distorted Speech Signals -- 11. Hierarchical Temporal Representation in Linear Reservoir Computing -- 12. On 4-Dimensional Hypercomplex Algebras in Adaptive Signal Processing -- 13. Separation of Drum and Bass from Monaural Tracks -- 14. Intelligent Quality Assessment of Geometrical Features for 3D Face Recognition -- Computational Intelligence and Related Techniques in Industrial and ICT Engineering -- 15. Convolutional Neural Networks for the Identification of Filaments from Fast Visual Imaging Cameras in Tokamak Reactors -- 16. Applying Network Analysis for Extracting Knowledge About Environment Changes from Heterogeneous Sensor Data Streams -- 17. Advanced Computational Intelligence Techniques to Detect and Reconstruct Damages in Reinforced Concrete for Industrial Applications -- 18. Appraisal of Enhanced Surrogate Models for Substrate Integrate Waveguide Devices Characterization -- 19. Improving the Stability of Variable Selection for Industrial Datasets -- 20. Cause and Effect Analysis in a Real Industrial Context: Study of a Particular Application Devoted to Quality Improvement -- 21. An Improved PSO for Flexible Parameters Identification of Lithium Cells Equivalent Circuit Models -- 22. Yield Curve Estimation Under Extreme Conditions: Do RBF Networks Perform Better? -- 23. New Challenges in Pension Industry: Proposals of Personal Pension Products -- 24. A PSO-Based Framework for Nonsmooth Portfolio Selection Problems -- 25. Can PSO Improve TA-Based Trading Systems? -- 26. Asymmetry Degree as a Tool for Comparing Interestingness Measures in Decision Making: The Case of Bayesian Confirmation Measures -- 27. A Method Based on OWA Operator for Scientific Research Evaluation -- 28. A Cluster Analysis Approach for Rule Base Reduction.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2019
• Extent: 1 online resource
• Subjects: 006.32; Engineering; Neural networks (Computer science); Computer algorithms; Nonlinear systems; Artificial intelligence; COMPUTERS / General; Artificial intelligence; Computer algorithms; Neural networks (Computer science); Nonlinear systems; Computers -- Intelligence (AI) & Semantics; Technology & Engineering -- General; Artificial intelligence; Cybernetics & systems theory; Electronic books
• Languages: English
• ISBNs: 9783319950983; 3319950983
• Related ISBNs: 9783319950976
• Notes: Note: Online resource; title from PDF title page (EBSCO, viewed July 26, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.