Data warehousing and knowledge discovery: 13th international conference, DaWaK 2011, Toulouse, France, August 29 - September 2, 2011 ; proceedings
Gespeichert in:
| Format: | Tagungsbericht Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2011
|
| Schriftenreihe: | Lecture notes in computer science
6862 |
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | XIV, 498 S. graph. Darst. |
| ISBN: | 9783642235436 3642235433 |
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Datensatz im Suchindex
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| adam_text |
Table
of
Contents
Physical and Conceptual Data Warehouse Models
ONE: A Predictable and Scalable DW Model
. 1
João
Pedro Costa,
José Cecûio,
Pedro Martins, and Pedro
Furtado
The Planning
OLAP
Model
-
A Multidimensional Model with Planning
Support
. 14
Bernhard
Jaecksch and Wolfgang Lehner
Extending the Dimensional Templates Approach to Integrate Complex
Multidimensional Design Concepts
. 26
Ruí Oliveira, Fátima Rodrigues, Paulo Martins, and
João Paulo Moura
OLAP Formulations
for Supporting Complex Spatial Objects in Data
Warehouses
. 39
Ganesh Viswanathan and
Markus
Schneider
Data Warehousing Design Methodologies and Tools
Multidimensional Database Design from Document-Centric XML
Documents
. 51
Geneviève Pujolle, Franck Ravat, Olivier Teste,
Roñan
Tournier,
and
Gilles
Zurfluh
Modern Software Engineering
Methodologies Meet Data Warehouse
Design: 4WD. 66
Matteo Golfarelli, Stefano
Rizzi, and Elisa Turricchia
GEM: Requirement-Driven
Generation
of ETL and Multidimensional
Conceptual
Designs. 80
Oscar
Romero,
Alkis Simitsis, and Alberto
Abelló
ETL
Methodologies and
Tools
ETLMR:
A Highly Scalable Dimensional ETL Framework Based on
MapReduce
. 96
Xiufeng Liu, Christian Thomsen, and
Torben Bach
Pedersen
Complementing Data in the ETL Process
. 112
Lívia
de S.
Ribeiro, Ronaldo
R.
Goldschmidt,
and
Maria Claudia
Cavalcanti
XII Table of
Contents
TTL:
A Transformation, Transference and Loading Approach for
Active Monitoring
.
I24
Emma Chavez and Gavin Finnie
Support for User Involvement in Data Cleaning
. 136
Helena
Galhardas,
Antónia
Lopes, and
Emanuel
Santos
Data Warehouse Performance and Optimization
Efficient Processing of Drill-across Queries over Geographic Data
Warehouses
. 152
Jaqueline Joice Brito,
Thiago Luis Lopes
Siqueira,
Valéria
Cesano
Times,
Ricardo Rodrigues Ciferri, and
Cristina Dutra de Ciferri
The
NOX
OLAP
Query Model: Prom Algebra to Execution
. 167
Ahmad Taleb, Todd Eavis, and
Hiba Tabbara
VarDB: High-Performance Warehouse Processing with Massive
Ordering and Binary Search
. 184
Pedro Martins,
João
Costa,
José Cecilio,
and Pedro
Furtado
Data Warehouse Partitioning Techniques
Vertical Fragmentation of XML Data Warehouses Using Frequent Path
Sets
. 196
Doulkifli
Boukraâ, Omar Boussaïd,
and Fadila Bentayeb
Implementing Vertical Splitting for Large Scale Multidimensional
Datasets
and Its Evaluations
. 208
Takayuki Tsuchida, Tatsuo Tsuji, and Ken Higuchi
Analytics over Large Multidimensional
Datasets
Describing Analytical Sessions Using a Multidimensional Algebra
. 224
Oscar Romero, Patrick Marcel, Alberto
Abelló,
Veronika
Peralta,
and Ladjel Bellatreche
Tagged MapReduce: Efficiently Computing Multi-analytics Using
MapReduce
. 240
Andreas Williams,
Pavios
Mitsoulis-Ntompos, and
Damianos Chatziantoniou
Table
of
Contents
XIII
Pattern Mining
Frequent Pattern Mining from Time-Fading Streams of Uncertain
Data
. 252
Carson
Και
-Sang Leung and Fan Jiang
SPO-Tree: Efficient Single Pass Ordered Incremental Pattern Mining
. . . 265
Yun Sing Koh and Gillian Dobbie
RP-Tree: Rare Pattern Tree Mining
. 277
Sidney Tsang, Yun Sing Koh, and Gillian Dobbie
Matrix-Based Mining Techniques
Co-clustering with Augmented Data Matrix
. 289
Meng-Lun Wu, Chia-Hui Chang, and Rui-Zhe Liu
Using Confusion Matrices and Confusion Graphs to Design Ensemble
Classification Models from Large
Datasets
. 301
Patricia E.N.
Lutu
Data Mining and Knowledge Discovery Techniques
Pairwise Similarity Calculation of Information Networks
. 316
Yuanzhe
Cai
and Sharma Chakravarthy
Feature Selection with Mutual Information for Uncertain Data
. 330
Gauthier
Doquire and Michel Verleysen
Time Aware Index for Link Prediction in Social Networks
. 342
Lankeshwara Munasinghe and Ryutaro Ichise
An Efficient Cacheable Secure Scalar Product Protocol for
Privacy-Preserving Data Mining
. 354
Due H.
Tran,
Wee Keong Ng,
Hoon
Wei
Lim,
and Hai-Long Nguyen
Data Mining and Knowledge Discovery Applications
Learning Actions in Complex Software Systems
. 367
Koosha Golmohammadi, Michael
Smit,
and
Osmar
R. Zaiane
An Envelope-Based Approach to Rotation-Invariant Boundary Image
Matching
. 382
Sang-Pil Kim, Yang-Sae Moon, and Sun-Kyong Hong
Finding Fraud in Health Insurance Data with Two-Layer Outlier
Detection Approach
. 394
Rob M.
Konijn
and
Wojtek Kowalczyk
XIV Table of
Contents
Enhancing Activity Recognition in Smart Homes Using Feature
Induction
.
406
Naveen Nair, Ganesh Ramakrishnan, and
Sfiondi
Krishnaswarny
Stream, Sensor and Time-Series Mining
Mining Approximate Frequent Closed Flows over Packet Streams
. 419
Imen
Brakmi, Sádok
Ben Yahia, and Pascal
Poncelet
Knowledge Acquisition from Sensor Data in an Equine Environment
. 432
Kenneth Conroy, Gregory May, Mark Roantree, Giles Warrington,
Sarah Jane Cullen, and Adrian McGoldrick
Concurrent Semi-supervised Learning of Data Streams
. 445
Hai-Long Nguyen, Wee-Keong Ng, Yew-Kwong
Woon,
and
Due H.
Tran
A Bounded Version of Online Boosting on Open-Ended Data
Streams
. 460
José Luis Triviño-
Rodriguez,
Amparo Ruiz-Sepúlveda,
and
Rafael
Morales-Bueno
Moderated VFDT in Stream Mining Using Adaptive Tie Threshold
and Incremental Pruning
. 471
Hang Yang and Simon Fong
Finding Critical Thresholds for Defining Bursts
. 484
Bibudh Lahiri, Ioannis Akrotirianakis, and Fabian Moerchen
Author Index
. 497 |
| any_adam_object | 1 |
| author_GND | (DE-588)1032062584 |
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| dewey-full | 005.745 006.312 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 005 - Computer programming, programs, data, security 006 - Special computer methods |
| dewey-raw | 005.745 006.312 |
| dewey-search | 005.745 006.312 |
| dewey-sort | 15.745 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Conference Proceeding Book |
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| spelling | Data warehousing and knowledge discovery 13th international conference, DaWaK 2011, Toulouse, France, August 29 - September 2, 2011 ; proceedings Alfredo Cuzzocrea ... (eds.) Berlin [u.a.] Springer 2011 XIV, 498 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 6862 Datenstrom (DE-588)4410055-3 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Data-Warehouse-Konzept (DE-588)4406462-7 gnd rswk-swf Wissensextraktion (DE-588)4546354-2 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2011 Toulouse gnd-content Data-Warehouse-Konzept (DE-588)4406462-7 s Data Mining (DE-588)4428654-5 s Wissensextraktion (DE-588)4546354-2 s Datenstrom (DE-588)4410055-3 s DE-604 Cuzzocrea, Alfredo 1974- Sonstige (DE-588)1032062584 oth DaWaK 13 2011 Toulouse Sonstige (DE-588)16182058-X oth Erscheint auch als Online-Ausgabe Data Warehousing and Knowledge Discovery Lecture notes in computer science 6862 (DE-604)BV000000607 6862 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=3859635&prov=M&dok_var=1&dok_ext=htm Inhaltstext Digitalisierung BSB Muenchen application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024438620&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Data warehousing and knowledge discovery 13th international conference, DaWaK 2011, Toulouse, France, August 29 - September 2, 2011 ; proceedings Lecture notes in computer science Datenstrom (DE-588)4410055-3 gnd Data Mining (DE-588)4428654-5 gnd Data-Warehouse-Konzept (DE-588)4406462-7 gnd Wissensextraktion (DE-588)4546354-2 gnd |
| subject_GND | (DE-588)4410055-3 (DE-588)4428654-5 (DE-588)4406462-7 (DE-588)4546354-2 (DE-588)1071861417 |
| title | Data warehousing and knowledge discovery 13th international conference, DaWaK 2011, Toulouse, France, August 29 - September 2, 2011 ; proceedings |
| title_auth | Data warehousing and knowledge discovery 13th international conference, DaWaK 2011, Toulouse, France, August 29 - September 2, 2011 ; proceedings |
| title_exact_search | Data warehousing and knowledge discovery 13th international conference, DaWaK 2011, Toulouse, France, August 29 - September 2, 2011 ; proceedings |
| title_full | Data warehousing and knowledge discovery 13th international conference, DaWaK 2011, Toulouse, France, August 29 - September 2, 2011 ; proceedings Alfredo Cuzzocrea ... (eds.) |
| title_fullStr | Data warehousing and knowledge discovery 13th international conference, DaWaK 2011, Toulouse, France, August 29 - September 2, 2011 ; proceedings Alfredo Cuzzocrea ... (eds.) |
| title_full_unstemmed | Data warehousing and knowledge discovery 13th international conference, DaWaK 2011, Toulouse, France, August 29 - September 2, 2011 ; proceedings Alfredo Cuzzocrea ... (eds.) |
| title_short | Data warehousing and knowledge discovery |
| title_sort | data warehousing and knowledge discovery 13th international conference dawak 2011 toulouse france august 29 september 2 2011 proceedings |
| title_sub | 13th international conference, DaWaK 2011, Toulouse, France, August 29 - September 2, 2011 ; proceedings |
| topic | Datenstrom (DE-588)4410055-3 gnd Data Mining (DE-588)4428654-5 gnd Data-Warehouse-Konzept (DE-588)4406462-7 gnd Wissensextraktion (DE-588)4546354-2 gnd |
| topic_facet | Datenstrom Data Mining Data-Warehouse-Konzept Wissensextraktion Konferenzschrift 2011 Toulouse |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=3859635&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024438620&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
| work_keys_str_mv | AT cuzzocreaalfredo datawarehousingandknowledgediscovery13thinternationalconferencedawak2011toulousefranceaugust29september22011proceedings AT dawaktoulouse datawarehousingandknowledgediscovery13thinternationalconferencedawak2011toulousefranceaugust29september22011proceedings |