Coverart for item
The Resource Advances in hybridization of intelligent methods : models, systems and applications, Ioannis Hatzilygeroudis, Vasile Palade, editors, (electronic book)

Advances in hybridization of intelligent methods : models, systems and applications, Ioannis Hatzilygeroudis, Vasile Palade, editors, (electronic book)

Label
Advances in hybridization of intelligent methods : models, systems and applications
Title
Advances in hybridization of intelligent methods
Title remainder
models, systems and applications
Statement of responsibility
Ioannis Hatzilygeroudis, Vasile Palade, editors
Contributor
Editor
Subject
Language
eng
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
Member of
Cataloging source
N$T
Dewey number
006.3
Index
no index present
LC call number
Q335
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorDate
1964-
http://library.link/vocab/relatedWorkOrContributorName
  • Hatzilygeroudis, Ioannis
  • Palade, Vasile
Series statement
Smart innovation, systems and technologies,
Series volume
volume 85
http://library.link/vocab/subjectName
  • Artificial intelligence
  • Soft computing
Label
Advances in hybridization of intelligent methods : models, systems and applications, Ioannis Hatzilygeroudis, Vasile Palade, editors, (electronic book)
Instantiates
Publication
Antecedent source
unknown
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
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
Control code
SPR1006502737
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319667904
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-66790-4
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1006502737
  • (OCoLC)1006502737
Label
Advances in hybridization of intelligent methods : models, systems and applications, Ioannis Hatzilygeroudis, Vasile Palade, editors, (electronic book)
Publication
Antecedent source
unknown
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
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
Control code
SPR1006502737
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319667904
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-66790-4
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1006502737
  • (OCoLC)1006502737

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