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Advances in Hybridization of Intelligent Methods = Models, Systems and Applications /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Advances in Hybridization of Intelligent Methods/ edited by Ioannis Hatzilygeroudis, Vasile Palade.
其他題名:	Models, Systems and Applications /
其他作者:	Hatzilygeroudis, Ioannis.
面頁冊數:	IX, 147 p. 44 illus., 23 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Computational intelligence. -
電子資源:	https://doi.org/10.1007/978-3-319-66790-4
ISBN:	9783319667904

Advances in Hybridization of Intelligent Methods = Models, Systems and Applications /
Advances in Hybridization of Intelligent MethodsModels, Systems and Applications /[electronic resource] :edited by Ioannis Hatzilygeroudis, Vasile Palade. - 1st ed. 2018. - IX, 147 p. 44 illus., 23 illus. in color.online resource. - Smart Innovation, Systems and Technologies,852190-3018 ;. - Smart Innovation, Systems and Technologies,37.

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.

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.

ISBN: 9783319667904

Standard No.: 10.1007/978-3-319-66790-4doiSubjects--Topical Terms:

568984
Computational intelligence.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Advances in Hybridization of Intelligent Methods = Models, Systems and Applications /
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