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Title
Advances in hybridization of intelligent methods : models, systems and applications / Ioannis Hatzilygeroudis, Vasile Palade, editors.
ISBN
9783319667904 (electronic book)
3319667904 (electronic book)
9783319667898
Published
Cham, Switzerland : Springer, [2018].
Language
English
Description
1 online resource.
Item Number
10.1007/978-3-319-66790-4 doi
Call Number
Q335
Dewey Decimal Classification
006.3
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 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.
Access Note
Access limited to authorized users.
Digital File Characteristics
text file PDF
Source of Description
Online resource; title from PDF title page (viewed October 26, 2017).
Series
Smart innovation, systems, and technologies ; 85.
Available in Other Form
Print version: 9783319667898
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.
