Foundations of Intelligent Systems : 24th International Symposium, ISMIS 2018, Limassol, Cyprus, October 29-31, 2018, Proceedings / edited by Michelangelo Ceci, Nathalie Japkowicz, Jiming Liu, George A. Papadopoulos, Zbigniew W. Raś.

Format:

Book

Contributor:

Ceci, Michelangelo, editor.

Japkowicz, Nathalie, editor.

Liu, Jiming, editor.

Papadopoulos, George A., editor.

Raś, Zbigniew W., editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 11177.

Lecture Notes in Artificial Intelligence ; 11177

Language:

English

Subjects (All):

Artificial intelligence.

Data mining.

Application software.

Optical data processing.

Artificial Intelligence.

Data Mining and Knowledge Discovery.

Information Systems Applications (incl. Internet).

Computer Appl. in Social and Behavioral Sciences.

Image Processing and Computer Vision.

Local Subjects:

Artificial Intelligence.

Data Mining and Knowledge Discovery.

Information Systems Applications (incl. Internet).

Computer Appl. in Social and Behavioral Sciences.

Image Processing and Computer Vision.

Physical Description:

1 online resource (XXV, 464 pages) : 111 illustrations.

Edition:

First edition 2018.

Contained In:

Springer eBooks

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2018.

System Details:

text file PDF

Summary:

This book constitutes the proceedings of the 24th International Symposium on Foundations of Intelligent Systems, ISMIS 2018, held in Limassol, Cyprus, in October 2018. The 32 full, 8 short, and 4 application papers presented in this volume were carefully reviewed and selected from 59 submissions. The papers deal with topics such as bioinformatics and health informatics, graph mining, image analysis, intelligent systems, mining complex patterns, novelty detection and class imbalance, social data analysis, spatio-temporal analysis, and topic modeling and opinion mining. In addition, three special sessions were organized, namely: Special Session on Granular and Soft Clustering for Data Science, Special Session on Intelligent Methodologies for Traffic Data Analysis and Mining, and Special Session on Advanced Methods in Machine Learning for Modeling Complex Data.

Contents:

Bioinformatics and Health Informatics

Graph Mining

Image Analysis

Intelligent Systems

Mining Complex Patterns

Novelty Detection and Class Imbalance

Social Data Analysis

Spatio-temporal Analysis

Granular and Soft Clustering

Topic Modelling and Opinion Mining.

Other Format:

Printed edition:

ISBN:

978-3-030-01851-1

9783030018511

Access Restriction:

Restricted for use by site license.