Coverart for item
The Resource Data warehousing and knowledge discovery : 10th international conference, DaWaK 2008, Turin, Italy, September 2-5, 2008 ; proceedings, Il-Yeol Song, Johann Eder, Tho Manh Nguyen (eds.)

Data warehousing and knowledge discovery : 10th international conference, DaWaK 2008, Turin, Italy, September 2-5, 2008 ; proceedings, Il-Yeol Song, Johann Eder, Tho Manh Nguyen (eds.)

Label
Data warehousing and knowledge discovery : 10th international conference, DaWaK 2008, Turin, Italy, September 2-5, 2008 ; proceedings
Title
Data warehousing and knowledge discovery
Title remainder
10th international conference, DaWaK 2008, Turin, Italy, September 2-5, 2008 ; proceedings
Statement of responsibility
Il-Yeol Song, Johann Eder, Tho Manh Nguyen (eds.)
Creator
Contributor
Subject
Genre
Language
eng
Summary
This book constitutes the refereed proceedings of the 10th International Conference on Data Warehousing and Knowledge Discovery, DaWak 2008, held in Turin, Italy, in September 2008. The 40 revised full papers presented were carefully reviewed and selected from 143 submissions. The papers are organized in topical sections on conceptual design and modeling, olap and cube processing, distributed data warehouse, data privacy in data warehouse, data warehouse and data mining, clustering, mining data streams, classification, text mining and taxonomy, machine learning techniques, and data mining applications
Member of
Cataloging source
GW5XE
Dewey number
004
Illustrations
illustrations
Index
index present
LC call number
QA76.9.D37
LC item number
I58 2008eb
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2008
http://bibfra.me/vocab/lite/meetingName
DaWaK (Conference)
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1958-
http://library.link/vocab/relatedWorkOrContributorName
  • Song, Il-Yeol
  • Eder, J.
  • Nguyen, Tho Manh
Series statement
Lecture notes in computer science,
Series volume
5182
http://library.link/vocab/subjectName
  • Data warehousing
  • Database searching
  • Informatique
  • Data warehousing
  • Database searching
Label
Data warehousing and knowledge discovery : 10th international conference, DaWaK 2008, Turin, Italy, September 2-5, 2008 ; proceedings, Il-Yeol Song, Johann Eder, Tho Manh Nguyen (eds.)
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
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
Conceptual Design and Modeling -- UML-Based Modeling for What-If Analysis -- Model-Driven Metadata for OLAP Cubes from the Conceptual Modelling of Data Warehouses -- An MDA Approach for the Development of Spatial Data Warehouses -- OLAP and Cube Processing -- Built-In Indicators to Discover Interesting Drill Paths in a Cube -- Upper Borders for Emerging Cubes -- Top_Keyword: An Aggregation Function for Textual Document OLAP -- Distributed Data Warehouse -- Summarizing Distributed Data Streams for Storage in Data Warehouses -- Efficient Data Distribution for DWS -- Data Partitioning in Data Warehouses: Hardness Study, Heuristics and ORACLE Validation -- Data Privacy in Data Warehouse -- A Robust Sampling-Based Framework for Privacy Preserving OLAP -- Generalization-Based Privacy-Preserving Data Collection -- Processing Aggregate Queries on Spatial OLAP Data -- Data Warehouse and Data Mining -- Efficient Incremental Maintenance of Derived Relations and BLAST Computations in Bioinformatics Data Warehouses -- Mining Conditional Cardinality Patterns for Data Warehouse Query Optimization -- Up and Down: Mining Multidimensional Sequential Patterns Using Hierarchies -- Clustering I -- Efficient K-Means Clustering Using Accelerated Graphics Processors -- Extracting Knowledge from Life Courses: Clustering and Visualization -- A Hybrid Clustering Algorithm Based on Multi-swarm Constriction PSO and GRASP -- Clustering II -- Personalizing Navigation in Folksonomies Using Hierarchical Tag Clustering -- Clustered Dynamic Conditional Correlation Multivariate GARCH Model -- Document Clustering by Semantic Smoothing and Dynamic Growing Cell Structure (DynGCS) for Biomedical Literature -- Mining Data Streams -- Mining Serial Episode Rules with Time Lags over Multiple Data Streams -- Efficient Approximate Mining of Frequent Patterns over Transactional Data Streams -- Continuous Trend-Based Clustering in Data Streams -- Mining Multidimensional Sequential Patterns over Data Streams -- Classification -- Towards a Model Independent Method for Explaining Classification for Individual Instances -- Selective Pre-processing of Imbalanced Data for Improving Classification Performance -- A Parameter-Free Associative Classification Method -- Text Mining and Taxonomy I -- The Evaluation of Sentence Similarity Measures -- Labeling Nodes of Automatically Generated Taxonomy for Multi-type Relational Datasets -- Towards the Automatic Construction of Conceptual Taxonomies -- Text Mining and Taxonomy II -- Adapting LDA Model to Discover Author-Topic Relations for Email Analysis -- A New Semantic Representation for Short Texts -- Document-Base Extraction for Single-Label Text Classification -- Machine Learning Techniques -- How an Ensemble Method Can Compute a Comprehensible Model -- Empirical Analysis of Reliability Estimates for Individual Regression Predictions -- User Defined Partitioning -- Group Data Based on Computation Model -- Data Mining Applications -- Workload-Aware Histograms for Remote Applications -- Is a Voting Approach Accurate for Opinion Mining? -- Mining Sequential Patterns with Negative Conclusions
Control code
288567901
Dimensions
unknown
Extent
1 online resource (xiv, 434 pages)
Form of item
online
Isbn
9783540858362
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
978-3-540-85835-5
Specific material designation
remote
System control number
(OCoLC)288567901
Label
Data warehousing and knowledge discovery : 10th international conference, DaWaK 2008, Turin, Italy, September 2-5, 2008 ; proceedings, Il-Yeol Song, Johann Eder, Tho Manh Nguyen (eds.)
Publication
Bibliography note
Includes bibliographical references and index
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
Conceptual Design and Modeling -- UML-Based Modeling for What-If Analysis -- Model-Driven Metadata for OLAP Cubes from the Conceptual Modelling of Data Warehouses -- An MDA Approach for the Development of Spatial Data Warehouses -- OLAP and Cube Processing -- Built-In Indicators to Discover Interesting Drill Paths in a Cube -- Upper Borders for Emerging Cubes -- Top_Keyword: An Aggregation Function for Textual Document OLAP -- Distributed Data Warehouse -- Summarizing Distributed Data Streams for Storage in Data Warehouses -- Efficient Data Distribution for DWS -- Data Partitioning in Data Warehouses: Hardness Study, Heuristics and ORACLE Validation -- Data Privacy in Data Warehouse -- A Robust Sampling-Based Framework for Privacy Preserving OLAP -- Generalization-Based Privacy-Preserving Data Collection -- Processing Aggregate Queries on Spatial OLAP Data -- Data Warehouse and Data Mining -- Efficient Incremental Maintenance of Derived Relations and BLAST Computations in Bioinformatics Data Warehouses -- Mining Conditional Cardinality Patterns for Data Warehouse Query Optimization -- Up and Down: Mining Multidimensional Sequential Patterns Using Hierarchies -- Clustering I -- Efficient K-Means Clustering Using Accelerated Graphics Processors -- Extracting Knowledge from Life Courses: Clustering and Visualization -- A Hybrid Clustering Algorithm Based on Multi-swarm Constriction PSO and GRASP -- Clustering II -- Personalizing Navigation in Folksonomies Using Hierarchical Tag Clustering -- Clustered Dynamic Conditional Correlation Multivariate GARCH Model -- Document Clustering by Semantic Smoothing and Dynamic Growing Cell Structure (DynGCS) for Biomedical Literature -- Mining Data Streams -- Mining Serial Episode Rules with Time Lags over Multiple Data Streams -- Efficient Approximate Mining of Frequent Patterns over Transactional Data Streams -- Continuous Trend-Based Clustering in Data Streams -- Mining Multidimensional Sequential Patterns over Data Streams -- Classification -- Towards a Model Independent Method for Explaining Classification for Individual Instances -- Selective Pre-processing of Imbalanced Data for Improving Classification Performance -- A Parameter-Free Associative Classification Method -- Text Mining and Taxonomy I -- The Evaluation of Sentence Similarity Measures -- Labeling Nodes of Automatically Generated Taxonomy for Multi-type Relational Datasets -- Towards the Automatic Construction of Conceptual Taxonomies -- Text Mining and Taxonomy II -- Adapting LDA Model to Discover Author-Topic Relations for Email Analysis -- A New Semantic Representation for Short Texts -- Document-Base Extraction for Single-Label Text Classification -- Machine Learning Techniques -- How an Ensemble Method Can Compute a Comprehensible Model -- Empirical Analysis of Reliability Estimates for Individual Regression Predictions -- User Defined Partitioning -- Group Data Based on Computation Model -- Data Mining Applications -- Workload-Aware Histograms for Remote Applications -- Is a Voting Approach Accurate for Opinion Mining? -- Mining Sequential Patterns with Negative Conclusions
Control code
288567901
Dimensions
unknown
Extent
1 online resource (xiv, 434 pages)
Form of item
online
Isbn
9783540858362
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
978-3-540-85835-5
Specific material designation
remote
System control number
(OCoLC)288567901

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