Advances in Hybridization of Intelligent Methods -

Advances in Hybridization of Intelligent Methods

Models, Systems and Applications
Buch | Softcover
IX, 147 Seiten
2018 | 1. Softcover reprint of the original 1st ed. 2018
Springer International Publishing (Verlag)
978-3-319-88320-5 (ISBN)
106,99 inkl. MwSt

This book presents recent research on the hybridization of intelligent methods, which refers to combining methods to solve complex problems. It discusses hybrid approaches covering different areas of intelligent methods and technologies, such as neural networks, swarm intelligence, machine learning, reinforcement learning, deep learning, agent-based approaches, knowledge-based system and image processing. The book includes extended and revised versions of invited papers presented at the 6th International Workshop on Combinations of Intelligent Methods and Applications (CIMA 2016), held in The Hague, Holland, in August 2016.

The book is intended for researchers and practitioners from academia and industry interested in using hybrid methods for solving complex problems.


Deep Learning Approaches for Facial Emotion Recognition: A Case Study on FER-2013.- Analysis of Biologically Inspired Swarm Communication Models.- Target-Dependent Sentiment Analysis of Tweets using Bi-directional Gated Recurrent Neural Networks.- Traffic Modelling, Visualisation and Prediction for Urban Mobility Management.- Assurance in Reinforcement Learning Using Quantitative Verification.- Distillation of Deep Learning Ensembles as a Regularisation method.- Heuristic Constraint Answer Set Programming for Manufacturing Problems.

Erscheint lt. Verlag 25.8.2018
Reihe/Serie Smart Innovation, Systems and Technologies
Zusatzinfo IX, 147 p. 44 illus., 23 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 254 g
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Mathematik / Informatik Mathematik Angewandte Mathematik
Technik
Schlagworte CIMA 2016 • CIMA 2016 • Combinations of Intelligent Methods • Hybrid Intelligent Methods • Hybrid Intelligent Systems • Hybrid Intelligent Techniques • Integrated Intelligent Systems
ISBN-10 3-319-88320-8 / 3319883208
ISBN-13 978-3-319-88320-5 / 9783319883205
Zustand Neuware
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