Coverart for item
The Resource New frontiers in mining complex patterns : 6th International Workshop, NFMCP 2017, held in conjunction with ECML-PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Revised selected papers, Annalisa Appice, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras (eds.), (electronic book)

New frontiers in mining complex patterns : 6th International Workshop, NFMCP 2017, held in conjunction with ECML-PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Revised selected papers, Annalisa Appice, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras (eds.), (electronic book)

Label
New frontiers in mining complex patterns : 6th International Workshop, NFMCP 2017, held in conjunction with ECML-PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Revised selected papers
Title
New frontiers in mining complex patterns
Title remainder
6th International Workshop, NFMCP 2017, held in conjunction with ECML-PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Revised selected papers
Statement of responsibility
Annalisa Appice, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras (eds.)
Title variation
NFMCP 2017
Creator
Contributor
Editor
Subject
Genre
Language
eng
Summary
This book features a collection of revised and significantly extended versions of the papers accepted for presentation at the 6th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2017, held in conjunction with ECML-PKDD 2017 in Skopje, Macedonia, in September 2017. The book is composed of five parts: feature selection and induction; classification prediction; clustering; pattern discovery; applications. The workshop was aimed at discussing and introducing new algorithmic foundations and representation formalisms in complex pattern discovery. Finally, it encouraged the integration of recent results from existing fields, such as Statistics, Machine Learning and Big Data Analytics
Member of
Cataloging source
GW5XE
Dewey number
006.3/12
Illustrations
illustrations
Index
no index present
LC call number
QA76.9.D343
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2017
http://bibfra.me/vocab/lite/meetingName
NFMCP (Workshop)
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorDate
2017
http://library.link/vocab/relatedWorkOrContributorName
  • Appice, Annalisa
  • Loglisci, Corrado
  • Manco, Giuseppe
  • Masciari, Elio
  • Raś, Zbigniew
  • ECML PKDD (Conference)
Series statement
  • Lecture notes in computer science,
  • Lecture notes in artificial intelligence
  • LNCS sublibrary. SL 7, Artificial intelligence
Series volume
10785
http://library.link/vocab/subjectName
  • Data mining
  • Pattern recognition systems
  • Computer Science
  • Data Mining and Knowledge Discovery
  • Arithmetic and Logic Structures
  • Computer Appl. in Social and Behavioral Sciences
  • Artificial Intelligence (incl. Robotics)
Label
New frontiers in mining complex patterns : 6th International Workshop, NFMCP 2017, held in conjunction with ECML-PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Revised selected papers, Annalisa Appice, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras (eds.), (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
Learning Association Rules for Pharmacogenomic Studies -- Segment-Removal Based Stuttered Speech Remediation -- Identifying lncRNA-disease Relationships via Heterogeneous Clustering -- Density Estimators for Positive-Unlabeled Learning -- Combinatorial Optimization Algorithms to Mine a Sub-Matrix of Maximal Sum -- A Scaled-Correlation Based Approach for Defining and analyzing functional networks -- Complex Localization in the Multiple Instance Learning Context -- Integrating a Framework for Discovering Alternative App Stores in a Mobile App Monitoring Platform -- Usefulness of Unsupervised Ensemble Learning Methods for Time Series Forecasting of Aggregated or Clustered Load -- Phenotype Prediction with Semi-supervised Classification Trees -- Structuring the Output Space in Multi-label Classification by Using Feature Ranking -- Infinite Mixtures of Markov Chains -- Community-based Semantic Subgroup Discovery
Control code
SPR1030437396
Dimensions
unknown
Extent
1 online resource (xii, 197 pages)
File format
unknown
Form of item
online
Isbn
9783319786803
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-78680-3
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1030437396
  • (OCoLC)1030437396
Label
New frontiers in mining complex patterns : 6th International Workshop, NFMCP 2017, held in conjunction with ECML-PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Revised selected papers, Annalisa Appice, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras (eds.), (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
Learning Association Rules for Pharmacogenomic Studies -- Segment-Removal Based Stuttered Speech Remediation -- Identifying lncRNA-disease Relationships via Heterogeneous Clustering -- Density Estimators for Positive-Unlabeled Learning -- Combinatorial Optimization Algorithms to Mine a Sub-Matrix of Maximal Sum -- A Scaled-Correlation Based Approach for Defining and analyzing functional networks -- Complex Localization in the Multiple Instance Learning Context -- Integrating a Framework for Discovering Alternative App Stores in a Mobile App Monitoring Platform -- Usefulness of Unsupervised Ensemble Learning Methods for Time Series Forecasting of Aggregated or Clustered Load -- Phenotype Prediction with Semi-supervised Classification Trees -- Structuring the Output Space in Multi-label Classification by Using Feature Ranking -- Infinite Mixtures of Markov Chains -- Community-based Semantic Subgroup Discovery
Control code
SPR1030437396
Dimensions
unknown
Extent
1 online resource (xii, 197 pages)
File format
unknown
Form of item
online
Isbn
9783319786803
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-78680-3
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1030437396
  • (OCoLC)1030437396

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