Overview
Part of the book series: IFIP Advances in Information and Communication Technology (IFIPAICT, volume 559)
Included in the following conference series:
Conference proceedings info: AIAI 2019.
Access this book
Tax calculation will be finalised at checkout
Other ways to access
Table of contents (56 papers)
-
Front Matter
-
Invited Paper
-
Front Matter
-
-
Biomedical AI
-
Front Matter
-
Other volumes
-
Artificial Intelligence Applications and Innovations
-
Artificial Intelligence Applications and Innovations
Keywords
- artificial intelligence
- classification
- computational linguistics
- data mining
- data security
- fuzzy logic
- image processing
- image reconstruction
- image segmentation
- information retrieval
- internet
- learning algorithms
- machine learning
- neural networks
- robotics
- semantics
- Support Vector Machines (SVM)
- user interfaces
- World Wide Web
About this book
The 49 full papers and 6 short papers presented were carefully reviewed and selected from 101 submissions. They cover a broad range of topics such as deep learning ANN; genetic algorithms - optimization; constraints modeling; ANN training algorithms; social media intelligent modeling; text mining/machine translation; fuzzy modeling; biomedical and bioinformatics algorithms and systems; feature selection; emotion recognition; hybrid Intelligent models; classification - pattern recognition; intelligent security modeling; complex stochastic games; unsupervised machine learning; ANN in industry; intelligent clustering; convolutional and recurrent ANN; recommender systems; intelligent telecommunications modeling; and intelligent hybrid systems using Internet of Things. The papers are organized in the following topical sections:
AI anomaly detection - active learning; autonomous vehicles - aerial vehicles; biomedical AI; classification - clustering; constraint programming - brain inspired modeling; deep learning - convolutional ANN; fuzzy modeling; learning automata - logic based reasoning; machine learning - natural language; multi agent - IoT; nature inspired flight and robot; control - machine vision; and recommendation systems.
Editors and Affiliations
Bibliographic Information
Book Title: Artificial Intelligence Applications and Innovations
Book Subtitle: 15th IFIP WG 12.5 International Conference, AIAI 2019, Hersonissos, Crete, Greece, May 24–26, 2019, Proceedings
Editors: John MacIntyre, Ilias Maglogiannis, Lazaros Iliadis, Elias Pimenidis
Series Title: IFIP Advances in Information and Communication Technology
DOI: https://doi.org/10.1007/978-3-030-19823-7
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: IFIP International Federation for Information Processing 2019
Hardcover ISBN: 978-3-030-19822-0Published: 12 May 2019
eBook ISBN: 978-3-030-19823-7Published: 15 May 2019
Series ISSN: 1868-4238
Series E-ISSN: 1868-422X
Edition Number: 1
Number of Pages: XXIV, 689
Number of Illustrations: 80 b/w illustrations, 185 illustrations in colour
Topics: Artificial Intelligence, Data Mining and Knowledge Discovery, Image Processing and Computer Vision, Information Storage and Retrieval, Information Systems Applications (incl. Internet), Mathematical Logic and Formal Languages
