Quantifying and Processing Biomedical and Behavioral Signals

Description

The book is based on interdisciplinary research on various aspects and dynamics of human multimodal signal exchanges. It discusses realistic application scenarios where human interaction is the focus, in order to identify new methods for data processing and data flow coordination through synchronization, and optimization of new encoding features combining contextually enacted communicative signals, and develop shared digital data repositories and annotation standards for benchmarking the algorithmic feasibility and successive implementation of believable human–computer interaction (HCI) systems. This book is a valuable resource for a. the research community, PhD students, early stage researchers c. schools, hospitals, and rehabilitation and assisted-living centers e. the ICT market, and representatives from multimedia industries Front Matter ....Pages i-xi Front Matter ....Pages 1-1 A Human-Centered Behavioral Informatics (Anna Esposito, Marcos Faundez-Zanuy, Francesco Carlo Morabito, Eros Pasero)....Pages 3-8 Front Matter ....Pages 9-9 Wearable Devices for Self-enhancement and Improvement of Plasticity: Effects on Neurocognitive Efficiency (Michela Balconi, Davide Crivelli)....Pages 11-22 Age and Culture Effects on the Ability to Decode Affect Bursts (Anna Esposito, Antonietta M. Esposito, Filomena Scibelli, Mauro N. Maldonato, Carl Vogel)....Pages 23-34 Adults’ Implicit Reactions to Typical and Atypical Infant Cues (Vincenzo Paolo Senese, Francesca Santamaria, Ida Sergi, Gianluca Esposito)....Pages 35-43 Adults’ Reactions to Infant Cry and Laugh: A Multilevel Study (Vincenzo Paolo Senese, Federico Cioffi, Raffaella Perrella, Augusto Gnisci)....Pages 45-55 Olfactory and Haptic Crossmodal Perception in a Visual Recognition Task (S. Invitto, A. Calcagnì, M. de Tommaso, Anna Esposito)....Pages 57-71 Handwriting and Drawing Features for Detecting Negative Moods (Gennaro Cordasco, Filomena Scibelli, Marcos Faundez-Zanuy, Laurence Likforman-Sulem, Anna Esposito)....Pages 73-86 Content-Based Music Agglomeration by Sparse Modeling and Convolved Independent Component Analysis (Mario Iannicelli, Davide Nardone, Angelo Ciaramella, Antonino Staiano)....Pages 87-96 Oressinergic System: Network Between Sympathetic System and Exercise (Vincenzo Monda, Raffaele Sperandeo, Nelson Mauro Maldonato, Enrico Moretto, Silvia Dell’Orco, Elena Gigante et al.)....Pages 97-107 Experimental Analysis of in-Air Trajectories at Long Distances in Online Handwriting (Carlos Alonso-Martinez, Marcos Faundez-Zanuy)....Pages 109-118 Multi-sensor Database for Cervical Area: Inertial, EEG and Thermography Data (Xavi Font, Carles Paul, Joan Moreno)....Pages 119-125 Consciousness and the Archipelago of Functional Integration: On the Relation Between the Midbrain and the Ascending Reticular Activating System (Nelson Mauro Maldonato, Anna Esposito, Silvia Dell’Orco)....Pages 127-134 Does Neuroeconomics Really Need the Brain? (Nelson Mauro Maldonato, Luigi Maria Sicca, Antonietta M. Esposito, Raffaele Sperandeo)....Pages 135-141 Coherence-Based Complex Network Analysis of Absence Seizure EEG Signals (Nadia Mammone, Cosimo Ieracitano, Jonas Duun-Henriksen, Troels Wesenberg Kjaer, Francesco Carlo Morabito)....Pages 143-153 Evolution Characterization of Alzheimer’s Disease Using eLORETA’s Three-Dimensional Distribution of the Current Density and Small-World Network (Giuseppina Inuso, Fabio La Foresta, Nadia Mammone, Serena Dattola, Francesco Carlo Morabito)....Pages 155-162 Kendon Model-Based Gesture Recognition Using Hidden Markov Model and Learning Vector Quantization (Domenico De Felice, Francesco Camastra)....Pages 163-171 Blood Vessel Segmentation in Retinal Fundus Images Using Hypercube NeuroEvolution of Augmenting Topologies (HyperNEAT) (Francesco Calimeri, Aldo Marzullo, Claudio Stamile, Giorgio Terracina)....Pages 173-183 An End-To-End Unsupervised Approach Employing Convolutional Neural Network Autoencoders for Human Fall Detection (Diego Droghini, Daniele Ferretti, Emanuele Principi, Stefano Squartini, Francesco Piazza)....Pages 185-196 Bot or Not? A Case Study on Bot Recognition from Web Session Logs (Stefano Rovetta, Alberto Cabri, Francesco Masulli, Grażyna Suchacka)....Pages 197-206 A Neural Network to Identify Driving Habits and Compute Car-Sharing Users’ Reputation (Maria Nadia Postorino, Giuseppe M. L. Sarnè)....Pages 207-216 Front Matter ....Pages 217-217 Unsupervised Gene Identification in Colorectal Cancer (P. Barbiero, A. Bertotti, G. Ciravegna, G. Cirrincione, Eros Pasero, E. Piccolo)....Pages 219-227 Computer-Assisted Approaches for Uterine Fibroid Segmentation in MRgFUS Treatments: Quantitative Evaluation and Clinical Feasibility Analysis (Leonardo Rundo, Carmelo Militello, Andrea Tangherloni, Giorgio Russo, Roberto Lagalla, Giancarlo Mauri et al.)....Pages 229-241 Supervised Gene Identification in Colorectal Cancer (P. Barbiero, A. Bertotti, G. Ciravegna, G. Cirrincione, Eros Pasero, E. Piccolo)....Pages 243-251 Intelligent Quality Assessment of Geometrical Features for 3D Face Recognition (G. Cirrincione, F. Marcolin, S. Spada, E. Vezzetti)....Pages 253-264 A Novel Deep Learning Approach in Haematology for Classification of Leucocytes (Vitoantonio Bevilacqua, Antonio Brunetti, Gianpaolo Francesco Trotta, Domenico De Marco, Marco Giuseppe Quercia, Domenico Buongiorno et al.)....Pages 265-274