This book constitutes the refereed proceedings of the 15th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2019, held in Hersonissos, Crete, Greece, in May 2019.
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.