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ORCIDMultidisciplinary Approaches to Neural Computing 2018
- Anna Esposito, Marcos Faúndez-Zanuy
, Francesco Carlo Morabito, Eros Pasero:
Multidisciplinary Approaches to Neural Computing. Smart Innovation, Systems and Technologies 69, Springer 2018, ISBN 978-3-319-56903-1
Introduction
- Anna Esposito, Marcos Faúndez-Zanuy, Francesco Carlo Morabito, Eros Pasero:
Redefining Information Processing Through Neural Computing Models. 3-7
Algorithms
- Antonietta Maria Esposito, Flora Giudicepietro, Silvia Scarpetta, Sumegha Khilnani:
A Neural Approach for Hybrid Events Discrimination at Stromboli Volcano. 11-21 - Leonardo Rundo, Carmelo Militello, Giorgio Russo, Davide D'Urso, Lucia Maria Valastro, Antonio Garufi, Giancarlo Mauri, Salvatore Vitabile, Maria Carla Gilardi:
Fully Automatic Multispectral MR Image Segmentation of Prostate Gland Based on the Fuzzy C-Means Clustering Algorithm. 23-37 - Francesco Cauteruccio, Claudio Stamile, Giorgio Terracina, Domenico Ursino, Dominique Sappey-Marinier:
Integrating QuickBundles into a Model-Guided Approach for Extracting "Anatomically-Coherent" and "Symmetry-Aware" White Matter Fiber-Bundles. 39-46 - Annalisa Sgró, Domenico De Carlo, Giovanni Angiulli, Francesco Carlo Morabito, Mario Versaci:
Accurate Computation of Drude-Lorentz Model Coefficients of Single Negative Magnetic Metamaterials Using a Micro-Genetic Algorithm Approach. 47-55 - Michele Scarpiniti, Simone Scardapane, Danilo Comminiello, Raffaele Parisi, Aurelio Uncini:
Effective Blind Source Separation Based on the Adam Algorithm. 57-66
ANN Applications
- Domenico De Felice, Francesco Camastra:
Depth-Based Hand Pose Recognizer Using Learning Vector Quantization. 69-75 - Francesco Camastra, Francesco Esposito, Antonino Staiano:
Correlation Dimension-Based Recognition of Simple Juggling Movements. 77-84 - Ilenia Apicella, Silvia Scarpetta, Antonio de Candia:
Cortical Phase Transitions as an Effect of Topology of Neural Network. 85-96 - Diego Droghini, Emanuele Principi, Stefano Squartini, Paolo Olivetti, Francesco Piazza:
Human Fall Detection by Using an Innovative Floor Acoustic Sensor. 97-107 - Cesare Alippi, Wen Qi, Manuel Roveri:
An Improved Hilbert-Huang Transform for Non-linear and Time-Variant Signals. 109-117 - Simone Scardapane, Rosa Altilio, Valentina Ciccarelli, Aurelio Uncini, Massimo Panella:
Privacy-Preserving Data Mining for Distributed Medical Scenarios. 119-128 - Luca Anzilli, Silvio Giove:
Rule Base Reduction Using Conflicting and Reinforcement Measures. 129-137 - Sanam Narejo, Eros Pasero:
An Application of Internet Traffic Prediction with Deep Neural Network. 139-149 - Giansalvo Cirrincione, Vincenzo Randazzo, Eros Pasero:
Growing Curvilinear Component Analysis (GCCA) for Dimensionality Reduction of Nonstationary Data. 151-160 - Paolo Vecchiotti, Fabio Vesperini, Emanuele Principi, Stefano Squartini, Francesco Piazza:
Convolutional Neural Networks with 3-D Kernels for Voice Activity Detection in a Multiroom Environment. 161-170
Special Session on Industrial Applications of Computational Intelligence Approaches
- Silvia Cateni, Valentina Colla:
A Hybrid Variable Selection Approach for NN-Based Classification in Industrial Context. 173-180 - Marco Vannucci, Valentina Colla:
Advanced Neural Networks Systems for Unbalanced Industrial Datasets. 181-189 - Maurizio Fiasché, Diego E. Liberati, Stefano Gualandi, Marco Taisch:
Quantum-Inspired Evolutionary Multiobjective Optimization for a Dynamic Production Scheduling Approach. 191-201 - Stefano Dettori, Valentina Colla, Giuseppe Salerno, Annamaria Signorini:
A Neural Network-Based Approach for Steam Turbine Monitoring. 203-211 - Khurshid Aliev, Sanam Narejo, Eros Pasero, Jamshid Inoyatkhodjaev:
A Predictive Model of Artificial Neural Network for Fuel Consumption in Engine Control System. 213-222 - Gianluca Nastasi, Claudio Mocci, Valentina Colla, Frenk Van Den Berg, Willem Beugeling:
SOM-Based Analysis to Relate Non-uniformities in Magnetic Measurements to Hot Strip Mill Process Conditions. 223-231 - Christos Theoharatos, Dimitris Kastaniotis, Dimitrios Besiris, Nikos Fragoulis:
Vision-Based Mapping and Micro-localization of Industrial Components in the Fields of Laser Technology. 233-243
Special Session on Social and Biometric Data for Applications in Human-Machine Interactions: Models and Algorithms
- Sara Invitto, Arianna Mignozzi, Giulia Piraino, Gianbattista Rocco, Irio De Feudis, Antonio Brunetti, Vitoantonio Bevilacqua:
Artificial Neural Network Analysis and ERP in Intimate Partner Violence. 247-257 - Cosimo Ieracitano, Nadia Mammone, Fabio La Foresta, Francesco Carlo Morabito:
Investigating the Brain Connectivity Evolution in AD and MCI Patients Through the EEG Signals' Wavelet Coherence. 259-269 - Valeria Saccá, Maurizio Campolo, Domenico Mirarchi, Antonio Gambardella, Pierangelo Veltri, Francesco Carlo Morabito:
On the Classification of EEG Signal by Using an SVM Based Algorithm. 271-278 - Nadia Mammone:
Preprocessing the EEG of Alzheimer's Patients to Automatically Remove Artifacts. 279-287 - Sara Invitto, Giulia Piraino, Arianna Mignozzi, Simona Capone, Giovanni Montagna, Pietro Aleardo Siciliano, Andrea Mazzatenta, Gianbattista Rocco, Irio De Feudis, Gianpaolo Francesco Trotta, Antonio Brunetti, Vitoantonio Bevilacqua:
Smell and Meaning: An OERP Study. 289-300 - Aditi Mendiratta, Filomena Scibelli, Antonietta Maria Esposito, Vincenzo Capuano, Laurence Likforman-Sulem, Mauro N. Maldonato, Alessandro Vinciarelli, Anna Esposito:
Automatic Detection of Depressive States from Speech. 301-314 - Vincenzo Capuano, Gennaro Cordasco, Filomena Scibelli, Mauro N. Maldonato, Marcos Faúndez-Zanuy, Anna Esposito:
Effects of Gender and Luminance Backgrounds on the Recognition of Neutral Facial Expressions. 315-325 - Angelo Ciaramella, Antonio Maratea, Emanuela Spagnoli:
Semantic Maps of Twitter Conversations. 327-338 - Andreu Comajuncosas, Marcos Faúndez-Zanuy, Jordi Solé-Casals, Marta Portero-Tresserra:
Preliminary Study on Implications of Cursive Handwriting Learning in Schools. 339-344 - Angiola Di Conza, Maria Di Marco, Francesca Tanganelli, Ida Sergi, Vincenzo Paolo Senese, Augusto Gnisci:
Italian General Elections of 2006 and 2008: Testing the Direct and Indirect Impact of Implicit and Explicit Attitudes on Voting Behaviour. 345-352 - Olimpia Matarazzo, Michele Carpentieri, Claudia Greco, Barbara Pizzini:
Are the Gambler's Fallacy or the Hot-Hand Fallacy due to an Erroneous Probability Estimate? 353-368 - Mauro N. Maldonato, Silvia Dell'Orco, Raffaele Sperandeo:
When Intuitive Decisions Making, Based on Expertise, May Deliver Better Results than a Rational, Deliberate Approach. 369-377 - Mauro N. Maldonato, Paolo Valerio:
Artificial Entities or Moral Agents? How AI is Changing Human Evolution. 379-388
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