Description: Advanced Visual Interfaces. Supporting Artificial Intelligence and Big Data Applications by Thoralf Reis, Marco X. Bornschlegl, Marco Angelini, Matthias L. Hemmje This book constitutes the thoroughly refereed post-workshop proceedings of the AVI 2020 Workshop on Road Mapping Infrastructures for Artificial Intelligence Supporting Advanced Visual Big Data Analysis, AVI-BDA 2020, held in Ischia, Italy, in June 2020, and the Second Italian Workshop on Visualization and Visual Analytics, held in Ischia, Italy, in September 2020.The 14 regular papers in this volume present topics such as big data collection, management and curation; big data analytics; big data interaction and perception; big data insight and effectuation; configuration and management of big data storage and compute infrastructures, services, and tools; advanced visual interaction in big data applications; user empowerment and meta design in big data applications; prediction and automation of big data analysis workflows; as well as data visualization; information visualization; visual analytics; infographics; and design. FORMAT Paperback LANGUAGE English CONDITION Brand New Table of Contents AI2VIS4BigData: A Reference Model for AI-Based Big Data Analysis and Visualization.- A Visual Analytics Technique to Compare the Performance of Predictive Models.- A ective Analytics and Visualization for Ensemble Event-Driven Stock Market Forecasting.- Understanding the Role of (Advanced) Machine Learning in Metagenomic Workflows.- Intelligent Advanced User Interfaces for Monitoring Mental Health Wellbeing.- Towards Explainable Artificial Intelligence and Explanation User Interfaces to Open the Black Box of Automated ECG Interpretation.- Recognition and Visualization of Facial Expression and Emotion in Healthcare.- Machine Learning in Healthcare: Breast Cancer and Diabetes Cases.- AI2VIS4BigData: Qualitative Evaluation of an AI-based Big Data Analysis and Visualization Reference Model.- Progressive Visualization of Epidemiological Models for COVID-19 Visual Analysis.- An Experience on Cooperative Development of Interactive Visualizations for the Analysis of Urban Data.- Explaining AI Through Critical Reflection Artifacts on the Role of Communication Design Within XAI.- Information Visualization and Visual Analytics at IVU Lab.- Visual Analytics for Financial Crime Detection at the University of Perugia. Details ISBN3030680061 Short Title Advanced Visual Interfaces. Supporting Artificial Intelligence and Big Data Applications Language English Year 2021 ISBN-10 3030680061 ISBN-13 9783030680060 Format Paperback Subtitle AVI 2020 Workshops, AVI-BDA and ITAVIS, Ischia, Italy, June 9, 2020 and September 29, 2020, Revised Selected Papers Series Number 12585 DOI 10.1007/978-3-030-68007-7 Pages 201 Publication Date 2021-02-03 Publisher Springer Nature Switzerland AG Edition 1st Imprint Springer Nature Switzerland AG Place of Publication Cham Country of Publication Switzerland Illustrations 66 Illustrations, color; 26 Illustrations, black and white; XIV, 201 p. 92 illus., 66 illus. in color. UK Release Date 2021-02-03 Author Matthias L. Hemmje Edited by Matthias L. Hemmje Birth 1987 Death 1973 Affiliation Analytical Equipment Supplies & Support, Greece Position Customer Qualifications MD, PhD Edition Description 1st ed. 2021 DEWEY 006.37 Audience Professional & Vocational Series Information Systems and Applications, incl. Internet/Web, and HCI We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:133942545;
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ISBN-13: 9783030680060
Book Title: Advanced Visual Interfaces. Supporting Artificial Intelligence an
Number of Pages: 201 Pages
Language: English
Publication Name: Advanced Visual Interfaces. Supporting Artificial Intelligence and Big Data Applications: AVI 2020 Workshops, AVI-BDA and ITAVIS, Ischia, Italy, June 9, 2020 and September 29, 2020, Revised Selected Papers
Publisher: Springer Nature Switzerland Ag
Publication Year: 2021
Subject: Computer Science
Item Height: 235 mm
Item Weight: 338 g
Type: Textbook
Author: Marco Angelini, Matthias L. Hemmje, Marco X. Bornschlegl, Thoralf Reis
Item Width: 155 mm
Format: Paperback
