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ORCIDNeural Advances in Processing Nonlinear Dynamic Signals 2020
- Anna Esposito, Marcos Faúndez-Zanuy, Francesco Carlo Morabito, Eros Pasero:
Neural Advances in Processing Nonlinear Dynamic Signals. Smart Innovation, Systems and Technologies 102, Springer 2019, ISBN 978-3-319-95097-6
Introduction
- Anna Esposito
, Marcos Faúndez-Zanuy, Francesco Carlo Morabito, Eros Pasero:
Processing Nonlinearities. 3-7
Processing Nonlinearities
- Matt Revelle, Carlotta Domeniconi, Aditya Johri:
Temporal Artifacts from Edge Accumulation in Social Interaction Networks. 11-21 - Alessio Martino, Mauro Giampieri, Massimiliano Luzi, Antonello Rizzi:
Data Mining by Evolving Agents for Clusters Discovery and Metric Learning. 23-35 - Stefano Tomassetti, Leonardo Gabrielli, Emanuele Principi, Daniele Ferretti, Stefano Squartini:
Neural Beamforming for Speech Enhancement: Preliminary Results. 37-47 - Alexander Petukhov, Inna Kozlov:
Error Resilient Neural Networks on Low-Dimensional Manifolds. 49-59 - Stefano Leonori, Maurizio Paschero, Antonello Rizzi, Fabio Massimo Frattale Mascioli:
FIS Synthesis by Clustering for Microgrid Energy Management Systems. 61-71 - Simone Scardapane, Michele Scarpiniti, Danilo Comminiello, Aurelio Uncini:
Learning Activation Functions from Data Using Cubic Spline Interpolation. 73-83 - Amedeo Buonanno, Paola Iadicicco, Giovanni Di Gennaro, Francesco A. N. Palmieri:
Context Analysis Using a Bayesian Normal Graph. 85-96 - Rosa Altilio, Giorgio Andreasi, Massimo Panella:
A Classification Approach to Modeling Financial Time Series. 97-106 - Danilo Comminiello, Michele Scarpiniti, Simone Scardapane, Raffaele Parisi, Aurelio Uncini:
A Low-Complexity Linear-in-the-Parameters Nonlinear Filter for Distorted Speech Signals. 107-117 - Claudio Gallicchio, Alessio Micheli, Luca Pedrelli:
Hierarchical Temporal Representation in Linear Reservoir Computing. 119-129 - Francesca Ortolani, Danilo Comminiello, Michele Scarpiniti, Aurelio Uncini:
On 4-Dimensional Hypercomplex Algebras in Adaptive Signal Processing. 131-140 - Michele Scarpiniti, Simone Scardapane, Danilo Comminiello, Raffaele Parisi, Aurelio Uncini:
Separation of Drum and Bass from Monaural Tracks. 141-151 - Giansalvo Cirrincione, Federica Marcolin, S. Spada, Enrico Vezzetti:
Intelligent Quality Assessment of Geometrical Features for 3D Face Recognition. 153-164
Computational Intelligence and Related Techniques in Industrial and ICT Engineering
- Barbara Cannas, Sara Carcangiu, Alessandra Fanni, Ivan Lupelli, Fulvio Militello, Augusto Montisci, Fabio Pisano, Giuliana Sias, Nick Walkden:
Convolutional Neural Networks for the Identification of Filaments from Fast Visual Imaging Cameras in Tokamak Reactors. 167-177 - Francesco Cauteruccio, Paolo Lo Giudice, Giorgio Terracina, Domenico Ursino:
Applying Network Analysis for Extracting Knowledge About Environment Changes from Heterogeneous Sensor Data Streams. 179-190 - Salvatore Calcagno, Fabio La Foresta:
Advanced Computational Intelligence Techniques to Detect and Reconstruct Damages in Reinforced Concrete for Industrial Applications. 191-200 - Domenico De Carlo, Annalisa Sgrò, Salvatore Calcagno:
Appraisal of Enhanced Surrogate Models for Substrate Integrate Waveguide Devices Characterization. 201-208 - Silvia Cateni, Valentina Colla, Vincenzo Iannino:
Improving the Stability of Variable Selection for Industrial Datasets. 209-218 - Silvia Cateni, Valentina Colla, Antonella Vignali, Jens Brandenburger:
Cause and Effect Analysis in a Real Industrial Context: Study of a Particular Application Devoted to Quality Improvement. 219-228 - Massimiliano Luzi, Maurizio Paschero, Antonello Rizzi, Fabio Massimo Frattale Mascioli:
An Improved PSO for Flexible Parameters Identification of Lithium Cells Equivalent Circuit Models. 229-238
Intelligent Tools for Decision Making in Economics and Finance
- Alessia Cafferata, Pier Giuseppe Giribone, Marco Neffelli, Marina Resta:
Yield Curve Estimation Under Extreme Conditions: Do RBF Networks Perform Better? 241-251 - Valeria D'Amato, Emilia Di Lorenzo, Marilena Sibillo:
New Challenges in Pension Industry: Proposals of Personal Pension Products. 253-263 - Marco Corazza, Giacomo di Tollo, Giovanni Fasano, Raffaele Pesenti:
A PSO-Based Framework for Nonsmooth Portfolio Selection Problems. 265-275 - Marco Corazza, Francesca Parpinel, Claudio Pizzi:
Can PSO Improve TA-Based Trading Systems? 277-288 - Emilio Celotto, Andrea Ellero, Paola Ferretti:
Asymmetry Degree as a Tool for Comparing Interestingness Measures in Decision Making: The Case of Bayesian Confirmation Measures. 289-298 - Marta Cardin, Giuseppe De Nadai, Silvio Giove:
A Method Based on OWA Operator for Scientific Research Evaluation. 299-306 - Luca Anzilli, Silvio Giove:
A Cluster Analysis Approach for Rule Base Reduction. 307-318
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