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ORCIDAdvances in Neural Networks 2016
- Simone Bassis, Anna Esposito
, Francesco Carlo Morabito, Eros Pasero:
Advances in Neural Networks - Computational Intelligence for ICT. Smart Innovation, Systems and Technologies 54, Springer 2016, ISBN 978-3-319-33746-3
Introductory Chapter
- Anna Esposito, Simone Bassis, Francesco Carlo Morabito, Eros Pasero:
Some Notes on Computational and Theoretical Issues in Artificial Intelligence and Machine Learning. 3-12
Machine Learning
- Leonardo Rundo, Carmelo Militello, Salvatore Vitabile, Giorgio Russo, Pietro Pisciotta, Francesco Marletta, Massimo Ippolito, Corrado D'Arrigo, Massimo Midiri, Maria Carla Gilardi:
Semi-automatic Brain Lesion Segmentation in Gamma Knife Treatments Using an Unsupervised Fuzzy C-Means Clustering Technique. 15-26 - Giuseppe Riccio, Stefano Cavuoti, Eugenio Schisano, Massimo Brescia, Amata Mercurio, Davide Elia, Milena Benedettini, Stefano Pezzuto, Sergio Molinari, Anna Maria Di Giorgio:
Machine Learning Based Data Mining for Milky Way Filamentary Structures Reconstruction. 27-36 - Pasquale Coscia, Francesco A. N. Palmieri, Francesco Castaldo, Alberto Cavallo:
3-D Hand Pose Estimation from Kinect's Point Cloud Using Appearance Matching. 37-45 - Francesca Ortolani, Danilo Comminiello, Michele Scarpiniti, Aurelio Uncini:
Frequency-Domain Adaptive Filtering in Hypercomplex Systems. 47-56 - Amedeo Buonanno, Luigi di Grazia, Francesco A. N. Palmieri:
Bayesian Clustering on Images with Factor Graphs in Reduced Normal Form. 57-65 - Marco Frasca, Dario Malchiodi:
Selection of Negative Examples for Node Label Prediction Through Fuzzy Clustering Techniques. 67-76 - Antonello Rosato, Rosa Altilio, Massimo Panella:
Recent Advances on Distributed Unsupervised Learning. 77-86 - Bruno Apolloni, Simone Bassis, Marco Mesiti, Stefano Valtolina, Francesco Epifania:
A Rule Based Recommender System. 87-96 - Bruno Apolloni, Simone Bassis, Jacopo Rota, Gian Luca Galliani, Matteo Gioia, Luca Ferrari:
Learning from Nowhere. 97-109 - Stefano Rovetta:
Model Complexity Control in Clustering. 111-120
Artificial Neural Networks: Algorithms and Models
- Paolo Lorenzi, Rosario Rao, Giulio Romano, Ardian Kita, Martin Serpa, Federico Filesi, Matteo Bologna, Antonello Suppa, Alfredo Berardelli, Fernanda Irrera:
Using Neural Networks for the Recognition of Specific Motion Symptoms of the Parkinson's Disease. 123-131 - Simone Scardapane, Danilo Comminiello, Michele Scarpiniti, Raffaele Parisi, Aurelio Uncini:
Benchmarking Functional Link Expansions for Audio Classification Tasks. 133-141 - Roberto Fierimonte, Simone Scardapane, Massimo Panella, Aurelio Uncini:
A Comparison of Consensus Strategies for Distributed Learning of Random Vector Functional-Link Networks. 143-152 - Luca Marchese:
Spatial-Temporal Entangled Sparse Distributed Storage (STE-SDS) and Sparse Distributed Code (SDC) in the Systolic Hebb Agnostic Resonance Perceptron (SHARP) Proposed as Hypothetical Model Linking Mini and Macro-Column Scale Functionality in the Cerebral Cortex. 153-160 - Antonio Di Nola, Giacomo Lenzi, Gaetano Vitale:
Łukasiewicz Equivalent Neural Networks. 161-168 - Angelo Ciaramella, Antonino Staiano, Guido Cervone, Stefano Alessandrini:
A Bayesian-Based Neural Network Model for Solar Photovoltaic Power Forecasting. 169-177 - Sara Iodice, Alfredo Petrosino, Ihsan Ullah:
Strict Pyramidal Deep Architectures for Person Re-identification. 179-186
Computational Intelligence Methods for Biomedical ICT in Neurological Diseases
- Anna Esposito, Filomena Scibelli, Alessandro Vinciarelli:
A Pilot Study on the Decoding of Dynamic Emotional Expressions in Major Depressive Disorder. 189-200 - Karmele López de Ipiña, Antonio Satué-Villar, Marcos Faúndez-Zanuy, Viridiana Arreola, Omar Ortega, Pere Clavé, M. Pilar Sanz-Cartagena, Jirí Mekyska, Pilar M. Calvo:
Advances in a Multimodal Approach for Dysphagia Analysis Based on Automatic Voice Analysis. 201-211 - Yana Mazwin Mohmad Hassim, Rozaida Ghazali:
Improving Functional Link Neural Network Learning Scheme for Mammographic Classification. 213-221 - Nadia Mammone, Jonas Duun-Henriksen, Troels Wesenberg Kjaer, Maurizio Campolo, Fabio La Foresta, Francesco Carlo Morabito:
Quantifying the Complexity of Epileptic EEG. 223-233 - Alda Troncone, Crescenzo Cascella, Antonietta Chianese, Dario Iafusco:
What Relatives and Caregivers of Children with Type 1 Diabetes Talk About: Preliminary Results from a Computerized Text Analysis of Messages Posted on the Italian Facebook Diabetes Group. 235-242 - Domenico Mirarchi, Patrizia Vizza, Eugenio Vocaturo, Pietro Hiram Guzzi, Pierangelo Veltri:
A New ICT Based Model for Wellness and Health Care. 243-252 - Antonio Pace, Angiola Di Conza, Antonietta Nocerino, Augusto Gnisci, Anna M. Raucci, Ida Sergi:
The Implicit and Explicit Attitudes Predict Electoral Decision-Making in 2008 Italian Political Campaign. 253-263 - Ida Sergi, Antonio Pace, Augusto Gnisci, Mariella Sarno, Anna M. Raucci:
Internet Dependence in High School Student. 265-273 - Muhammad Akmal, Mads Jochumsen, Muhammad Samran Navid, Muhammad Shafique, Syed Muhammad Tahir Zaidi, Denise Taylor, Imran Khan Niazi:
Universal Matched-Filter Template Versus Individualized Template for Single Trial Detection of Movement Intentions of Different Tasks. 275-282 - Thao Thanh Pham, Thang Duc Nguyen, Toi Van Vo:
Sparse fNIRS Feature Estimation via Unsupervised Learning for Mental Workload Classification. 283-292 - Raffaele Sperandeo, Anna Esposito, Mauro Maldonato, Silvia Dell'Orco:
Analyzing Correlations Between Personality Disorders and Frontal Functions: A Pilot Study. 293-302 - Nina Zhou, Lipo Wang:
Processing Bio-medical Data with Class-Dependent Feature Selection. 303-310 - Usman Rashid, Mohsin Jamil, Syed Omer Gilani, Imran Khan Niazi:
LQR Based Training of Adaptive Neuro-Fuzzy Controller. 311-322 - Ilenia Apicella, Silvia Scarpetta, Antonio de Candia:
Structured Versus Shuffled Connectivity in Cortical Dynamics. 323-331
Neural Networks-Based Approaches to Industrial Processes
- Damiano Rossetti, Stefano Squartini, Stefano Collura:
Machine Learning Techniques for the Estimation of Particle Size Distribution in Industrial Plants. 335-343 - Eleonora D'Andrea, Beatrice Lazzerini, Vincenzo Palleschi:
Combining Multiple Neural Networks to Predict Bronze Alloy Elemental Composition. 345-352 - Valentina Colla, Marco Vannucci, Leonardo M. Reyneri:
Neuro-Fuzzy Techniques and Industry: Acceptability, Advantages and Perspectives. 353-361 - Silvia Cateni, Valentina Colla:
The Importance of Variable Selection for Neural Networks-Based Classification in an Industrial Context. 363-370 - Giuseppina Albano, Michele La Rocca, Cira Perna:
Non Linear Time Series Analysis of Air Pollutants with Missing Data. 371-378
Intelligent Cyber-Physical and Embedded Systems
- Manuel Roveri, Francesco Trovò:
Making Intelligent the Embedded Systems Through Cognitive Outlier and Fault Detection. 381-390 - Beatrice Cameli, Raffaella Folgieri, Jean Paul Medina Carrion:
A Study on the Moral Implications of Human Disgust-Related Emotions Detected Using EEG-Based BCI Devices. 391-401 - Luca Oneto, Davide Anguita:
Learning Hardware Friendly Classifiers Through Algorithmic Risk Minimization. 403-413 - Anna Di Benedetto, Francesco A. N. Palmieri, Alberto Cavallo, Pietro Falco:
A Hidden Markov Model-Based Approach to Grasping Hand Gestures Classification. 415-423 - Luca Mesin, Alejandro Munera, Eros Pasero:
A Low Cost ECG Biometry System Based on an Ensemble of Support Vector Machine Classifiers. 425-433
Reconfigurable- Modular- Adaptive- Smart Robotic Systems for Optoelectronics Industry: The White'R Instantiation
- Oliver Avram, Anna Valente:
A Regenerative Approach to Dynamically Design the Forward Kinematics for an Industrial Reconfigurable Anthropomorphic Robotic Arm. 437-446 - Marco Cinus, Matteo Confalonieri, Andrea Barni, Anna Valente:
An ANN Based Decision Support System Fostering Production Plan Optimization Through Preventive Maintenance Management. 447-455 - Hao Yu, Giammarco Rossi, Yu Liu, Andrea Braglia, Guido Perrone:
Gaussian Beam Optics Model for Multi-emitter Laser Diode Module Configuration Design. 457-464 - Sarah Dunnill, Ivan Brugnetti, Marco Colla, Anna Valente, Harry Bikas, Nikolaos Papakostas:
Flexible Automated Island for (Dis) Assembly of a Variety of Silicon Solar Cell Geometries for Specialist Solar Products. 465-473 - Manuel Lai, Simona Tusacciu:
Analysis of Production Scenario and KPI Calculation: Monitoring and Optimization Logics of White'R Island. 475-480 - Manuel Lai, Giulia Molinari, Maurizio Fiasché, Rossella Luglietti:
Standardization and Green Labelling Procedure Methodology Developed for the Achievement of an Eco-Label for White'R Island. 481-487 - Maurizio Fiasché, Gaia Ripamonti, Francesco G. Sisca, Marco Taisch, Giacomo Tavola:
A Novel Hybrid Fuzzy Multi-objective Linear Programming Method of Aggregate Production Planning. 489-501 - Marco Seregni, Christiano Zanetti, Marco Taisch:
A Production Scheduling Algorithm for a Distributed Mini Factories Network Model. 503-515 - Marta Pinzone, Paola Fantini, Maurizio Fiasché, Marco Taisch:
A Multi-horizon, Multi-objective Training Planner: Building the Skills for Manufacturing. 517-526 - Marco Silvestri, Michele Banfi, Andrea Bettoni, Matteo Confalonieri, Andrea Ferrario, Moreno Floris:
Use of Laser Scanners in Machine Tools to Implement Freeform Parts Machining and Quality Control. 527-536
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