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Advances in hybridization of intelligent methods : models, systems and applications

Author: Ioannis Hatzilygeroudis; Vasile Palade
Publisher: Cham, Switzerland : Springer, [2018].
Series: Smart innovation, systems, and technologies, 85.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Printed edition:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Ioannis Hatzilygeroudis; Vasile Palade
ISBN: 9783319667904 3319667904 3319667890 9783319667898
OCLC Number: 1006502737
Description: 1 online resource.
Contents: 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.
Series Title: Smart innovation, systems, and technologies, 85.
Responsibility: Ioannis Hatzilygeroudis, Vasile Palade, editors.

Abstract:

This book presents recent research on the hybridization of intelligent methods, which refers to combining methods to solve complex problems.  Read more...

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