Coverart for item
The Resource Advances in Intelligent Data Analysis XIII : 13th International Symposium, IDA 2014, Leuven, Belgium, October 30 – November 1, 2014. Proceedings, edited by Hendrik Blockeel, Matthijs Leeuwen, Veronica Vinciotti, (electronic resource)

Advances in Intelligent Data Analysis XIII : 13th International Symposium, IDA 2014, Leuven, Belgium, October 30 – November 1, 2014. Proceedings, edited by Hendrik Blockeel, Matthijs Leeuwen, Veronica Vinciotti, (electronic resource)

Label
Advances in Intelligent Data Analysis XIII : 13th International Symposium, IDA 2014, Leuven, Belgium, October 30 – November 1, 2014. Proceedings
Title
Advances in Intelligent Data Analysis XIII
Title remainder
13th International Symposium, IDA 2014, Leuven, Belgium, October 30 – November 1, 2014. Proceedings
Statement of responsibility
edited by Hendrik Blockeel, Matthijs Leeuwen, Veronica Vinciotti
Creator
Contributor
Editor
Provider
Subject
Language
eng
Summary
This book constitutes the refereed conference proceedings of the 13th International Conference on Intelligent Data Analysis, which was held in October/November 2014 in Leuven, Belgium. The 33 revised full papers together with 3 invited papers were carefully reviewed and selected from 70 submissions handling all kinds of modeling and analysis methods, irrespective of discipline. The papers cover all aspects of intelligent data analysis, including papers on intelligent support for modeling and analyzing data from complex, dynamical systems
Member of
http://library.link/vocab/creatorName
Blockeel, Hendrik
Image bit depth
0
LC call number
QA76.9.D3
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Leeuwen, Matthijs.
  • Vinciotti, Veronica.
  • SpringerLink
Series statement
Lecture Notes in Computer Science,
Series volume
8819
http://library.link/vocab/subjectName
  • Computer science
  • Computer software
  • Database management
  • Data mining
  • Information storage and retrieval systems
  • Artificial intelligence
  • Computer Science
  • Database Management
  • Information Systems Applications (incl. Internet)
  • Artificial Intelligence (incl. Robotics)
  • Information Storage and Retrieval
  • Algorithm Analysis and Problem Complexity
  • Data Mining and Knowledge Discovery
Label
Advances in Intelligent Data Analysis XIII : 13th International Symposium, IDA 2014, Leuven, Belgium, October 30 – November 1, 2014. Proceedings, edited by Hendrik Blockeel, Matthijs Leeuwen, Veronica Vinciotti, (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
Contents
Malware Phylogenetics Based on the Multiview Graphical Lasso -- Modeling stationary data by a class of generalized Ornstein-Uhlenbeck processes: the Gaussian case -- An approach to controlling the runtime for search based modularization of sequential source code check-ins Simple Pattern Spectrum Estimation for Fast Pattern Filtering with CoCoNAD -- From Sensor Readings to Predictions: on the Process of Developing Practical Soft Sensors -- Comparing Pre-Defined Software Engineering Metrics with Free-Text for the Prediction of Code Ripples -- ApiNATOMY: Towards Multiscale Views of Human Anatomy -- Granularity of co-Evolution Patterns in Dynamic Attributed Graphs -- Multi-user diverse recommendations through greedy vertex-angle maximization -- ERMiner: Sequential Rule Mining using Equivalence Classes -- Mining longitudinal epidemiological data to understand a reversible disorder -- The BioKET Biodiversity Data Warehouse: Data and Knowledge Integration and Extraction -- Using Time-Sensitive Rooted PageRank to Detect Hierarchical Social Relationships -- Modeling daily profiles of solar global radiation using statistical and data mining techniques -- Model-based Time Series Classification -- Fast simultaneous clustering and feature selection for binary data -- Identifying Bilingual Segments for Translation Generation -- Instant Exceptional Model Mining using Weighted Controlled Pattern Sampling -- Resampling approaches to improve news importance prediction -- An Incremental Probabilistic Model to Predict Bus Bunching in Real-Time -- Mining Representative Frequent Patterns in a Hierarchy of Contexts -- A Deep Interpretation of Classifier Chains -- A nonparametric mixture model for personalizing web search -- Widened KRIMP: Better Performance Through Diverse Parallelism -- Finding the Intrinsic Patterns in a Collection of Time Series -- A Spatio-Temporal Bayesian Network Approach for Revealing Functional Ecological Networks in Fisheries -- Extracting Predictive Models from Marked-Up Free-Text Documents at The Royal Botanic Gardens, Kew, London -- Detecting Localised Anomalous Behaviour in a Computer Network
Dimensions
unknown
Extent
XX, 394 p. 125 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9783319125718
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-12571-8
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-12571-8
Label
Advances in Intelligent Data Analysis XIII : 13th International Symposium, IDA 2014, Leuven, Belgium, October 30 – November 1, 2014. Proceedings, edited by Hendrik Blockeel, Matthijs Leeuwen, Veronica Vinciotti, (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
Contents
Malware Phylogenetics Based on the Multiview Graphical Lasso -- Modeling stationary data by a class of generalized Ornstein-Uhlenbeck processes: the Gaussian case -- An approach to controlling the runtime for search based modularization of sequential source code check-ins Simple Pattern Spectrum Estimation for Fast Pattern Filtering with CoCoNAD -- From Sensor Readings to Predictions: on the Process of Developing Practical Soft Sensors -- Comparing Pre-Defined Software Engineering Metrics with Free-Text for the Prediction of Code Ripples -- ApiNATOMY: Towards Multiscale Views of Human Anatomy -- Granularity of co-Evolution Patterns in Dynamic Attributed Graphs -- Multi-user diverse recommendations through greedy vertex-angle maximization -- ERMiner: Sequential Rule Mining using Equivalence Classes -- Mining longitudinal epidemiological data to understand a reversible disorder -- The BioKET Biodiversity Data Warehouse: Data and Knowledge Integration and Extraction -- Using Time-Sensitive Rooted PageRank to Detect Hierarchical Social Relationships -- Modeling daily profiles of solar global radiation using statistical and data mining techniques -- Model-based Time Series Classification -- Fast simultaneous clustering and feature selection for binary data -- Identifying Bilingual Segments for Translation Generation -- Instant Exceptional Model Mining using Weighted Controlled Pattern Sampling -- Resampling approaches to improve news importance prediction -- An Incremental Probabilistic Model to Predict Bus Bunching in Real-Time -- Mining Representative Frequent Patterns in a Hierarchy of Contexts -- A Deep Interpretation of Classifier Chains -- A nonparametric mixture model for personalizing web search -- Widened KRIMP: Better Performance Through Diverse Parallelism -- Finding the Intrinsic Patterns in a Collection of Time Series -- A Spatio-Temporal Bayesian Network Approach for Revealing Functional Ecological Networks in Fisheries -- Extracting Predictive Models from Marked-Up Free-Text Documents at The Royal Botanic Gardens, Kew, London -- Detecting Localised Anomalous Behaviour in a Computer Network
Dimensions
unknown
Extent
XX, 394 p. 125 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9783319125718
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-12571-8
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-12571-8

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