Coverart for item
The Resource Advanced Analysis and Learning on Temporal Data : First ECML PKDD Workshop, AALTD 2015, Porto, Portugal, September 11, 2015, Revised Selected Papers, edited by Ahlame Douzal-Chouakria, José A. Vilar, Pierre-François Marteau, (electronic resource)

Advanced Analysis and Learning on Temporal Data : First ECML PKDD Workshop, AALTD 2015, Porto, Portugal, September 11, 2015, Revised Selected Papers, edited by Ahlame Douzal-Chouakria, José A. Vilar, Pierre-François Marteau, (electronic resource)

Label
Advanced Analysis and Learning on Temporal Data : First ECML PKDD Workshop, AALTD 2015, Porto, Portugal, September 11, 2015, Revised Selected Papers
Title
Advanced Analysis and Learning on Temporal Data
Title remainder
First ECML PKDD Workshop, AALTD 2015, Porto, Portugal, September 11, 2015, Revised Selected Papers
Statement of responsibility
edited by Ahlame Douzal-Chouakria, José A. Vilar, Pierre-François Marteau
Contributor
Editor
Provider
Subject
Language
eng
Summary
This book constitutes the refereed proceedings of the First ECML PKDD Workshop, AALTD 2015, held in Porto, Portugal, in September 2016. The 11 full papers presented were carefully reviewed and selected from 22 submissions. The first part focuses on learning new representations and embeddings for time series classification, clustering or for dimensionality reduction. The second part presents approaches on classification and clustering with challenging applications on medicine or earth observation data. These works show different ways to consider temporal dependency in clustering or classification processes. The last part of the book is dedicated to metric learning and time series comparison, it addresses the problem of speeding-up the dynamic time warping or dealing with multi-modal and multi-scale metric learning for time series classification and clustering.
Member of
Image bit depth
0
LC call number
  • Q334-342
  • TJ210.2-211.495
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Douzal-Chouakria, Ahlame.
  • Vilar, José A.
  • Marteau, Pierre-François.
  • SpringerLink
Series statement
Lecture Notes in Computer Science,
Series volume
9785
http://library.link/vocab/subjectName
  • Computer science
  • Algorithms
  • Database management
  • Information storage and retrieval
  • Artificial intelligence
  • Computer Science
  • Artificial Intelligence (incl. Robotics)
  • Database Management
  • Information Systems Applications (incl. Internet)
  • Information Storage and Retrieval
  • Algorithm Analysis and Problem Complexity
Label
Advanced Analysis and Learning on Temporal Data : First ECML PKDD Workshop, AALTD 2015, Porto, Portugal, September 11, 2015, Revised Selected Papers, edited by Ahlame Douzal-Chouakria, José A. Vilar, Pierre-François Marteau, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Dimensions
unknown
Extent
X, 173 p. 64 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9783319444123
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-44412-3
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-44412-3
Label
Advanced Analysis and Learning on Temporal Data : First ECML PKDD Workshop, AALTD 2015, Porto, Portugal, September 11, 2015, Revised Selected Papers, edited by Ahlame Douzal-Chouakria, José A. Vilar, Pierre-François Marteau, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Dimensions
unknown
Extent
X, 173 p. 64 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9783319444123
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-44412-3
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-44412-3

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