Description
Quantifying and Processing Biomedical and Behavioral Signals, Softcover reprint of the original 1st ed. 2019
Smart Innovation, Systems and Technologies Series, Vol. 103
Coordinators: Esposito Anna, Faundez-Zanuy Marcos, Morabito Francesco Carlo, Pasero Eros
Language: EnglishKeywords
Machine Learning Methods; User Modelling; Neural Networks; Artificial Intelligence; Customer Care; Situated Human-Computer Interaction (HCI); Social Science Scholarship; Daily Life Activities; Biometric Data; Health & Well Being; Social Signal Processing; Social Behaviour and Context; Complex Human-Computer Interfaces
Publication date: 12-2018
Support: Print on demand
Publication date: 08-2018
Support: Print on demand
Description
/li>Contents
/li>Comment
/li>
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
A Human-Centered Behavioral Informatics.- Wearable Devices for Self-Enhancement and Improvement of Plasticity: Effects on Neurocognitive Efficiency.- Age and Culture Effects on The Ability to Decode Affective Bursts.- N200 ERP Component in Olfactory and Haptic Crossmodal Perception.- Handwriting and Drawing Features for Detecting Negative Moods.- Oressinergic System: Network Between Sympathetic System and Exercise.- Experimental Analysis of In-Air Trajectories at Long Distances in Online Handwriting.- Kendon Model-Based Gesture Recognition Using Hidden Markov Model and Learning Vector Quantization.- A Neural Network to Identify Driving Habits and Compute Car-Sharing Users' Reputation.- Unsupervised Gene Identification in Colorectal Cancer.- Supervised Gene Identification In Colorectal Cancer.- Intelligent Quality Assessment of Geometrical Features for 3D Face Recognition.- A Novel Deep Learning Approach in Hematology for Classification of Leucocytes.