Autonomous Systems 2019: An Almanac

Typ: Fortschritt-Berichte VDI
Erscheinungsdatum: 02.10.2019
Reihe: 10
Band Nummer: 864
Autor: Herwig Unger (Ed. )
Ort: Hagen
ISBN: 979-3-18-386410-2
ISSN: 0178-9627
Erscheinungsjahr: 2019
Anzahl Seiten: 218
Anzahl Abbildungen: 75
Anzahl Tabellen: 26
Produktart: Buch (paperback, DINA5)

Produktbeschreibung

Since 2010 it became a good tradition that colleagues from different research areas publish articles about their unsolved scientific problems, on-going work or research results in a joint book with the title “Autonomous Systems”. Those systems exist in several areas of science, describing self-contained and self-controlled groups of possibly interacting or interrelated entities that form unified ensembles acting in given environment without outer control of any higher instances, leaders or managers.

In this year, three major topics are presented, which are valiant, strongly interfering with politics and everyone’s discussion and are, therefore, rarely considered without emotions or political and financial concerns: the climate on our planet earth, ethics in the context of applying and using autonomous systems as well as problems of (mostly individual) road traffic. The following contributions deal with various topics related to theory, fundamentals, natural language and image processing as well as simulation.

Contents

Keynotes

Is Global Warming Men-made? The Atmosphere Seen as an Autonomous System
G.K. Heinz . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
Ethical Aspects of Autonomous Systems
G. Schiedermeier . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 27
A Road Trac \Behavioral Analysis“: Mathematical Modeling and Numerical Simula-
tion
J. Ch. Chedjou, K. Kyamakya . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 35
Natural Language Processing
Dynamic Clustering for Segregation of Co-ccurrence Graphs
S. Simcharoen, H. Unger . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 53
Sequential Clustering using Centroid Terms
M. Hloch, M. Kubek . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 72
Dynamic Generation of Links and Forwarding to Related Web-based Content
G. Ph. Rorucker . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 89
Balancing Data Access Frequencies in P2P Systems with Error-prone Communication
D. Samorukov . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 106
Thai Word Segmentation by Automatic Ranking Trie with Misspelling Correction
C. Tapsai, P. Meesad, C. Haruechaiyasak . . . . . . . . . . . . . . . . . . . . . . . 121

Keywords: 386410, 86410, Fortschritt-Berichte VDI, Autonomous Systems, Natural Language Processing, Image Processing, Complex Systems, Machine Learning, Deep Learning, Simulation, Clustering, Safety, Ethical Aspects

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In this year, three major topics are presented, which are valiant, strongly interfering with politics and everyone’s discussion and are, therefore, rarely considered without emotions or political and financial concerns: the climate on our planet earth, ethics in the context of applying and using autonomous systems as well as problems of (mostly individual) road traffic. The following contributions deal with various topics related to theory, fundamentals, natural language and image processing as well as simulation.

Contents

Keynotes

Is Global Warming Men-made? The Atmosphere Seen as an Autonomous System
G.K. Heinz . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
Ethical Aspects of Autonomous Systems
G. Schiedermeier . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 27
A Road Trac \Behavioral Analysis“: Mathematical Modeling and Numerical Simula-
tion
J. Ch. Chedjou, K. Kyamakya . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 35
Natural Language Processing
Dynamic Clustering for Segregation of Co-ccurrence Graphs
S. Simcharoen, H. Unger . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 53
Sequential Clustering using Centroid Terms
M. Hloch, M. Kubek . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 72
Dynamic Generation of Links and Forwarding to Related Web-based Content
G. Ph. Rorucker . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 89
Balancing Data Access Frequencies in P2P Systems with Error-prone Communication
D. Samorukov . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 106
Thai Word Segmentation by Automatic Ranking Trie with Misspelling Correction
C. Tapsai, P. Meesad, C. Haruechaiyasak . . . . . . . . . . . . . . . . . . . . . . . 121

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