Quantifying and Processing Biomedical and Behavioral Signals

ISBN-13: 9783319950945 / Angielski / Twarda / 2018 / 274 str.

Opis

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 toidentify new methods for data processing and data flow coordination through synchronization, and optimization of new encoding features combining contextually enacted communicative signals, anddevelop 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 fora. the research community, PhD students, early stage researchersc. schools, hospitals, and rehabilitation and assisted-living centerse. the ICT market, and representatives from multimedia industries

Spis treści

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.