Transactions on Large-Scale Data- and Knowledge-Centered Systems XXI: Selected Papers from DaWaK 2012
Gespeichert in:
| Weitere Verfasser: | |
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| Format: | Elektronisch Tagungsbericht E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2015
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| Schriftenreihe: | Lecture Notes in Computer Science
9260 |
| Schlagworte: | |
| Online-Zugang: | Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online-Ressource (XIII, 185 S.) Ill., graph. Darst. |
| ISBN: | 9783662478042 9783662478035 |
| ISSN: | 0302-9743 |
| DOI: | 10.1007/978-3-662-47804-2 |
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| 650 | 4 | |a Data Mining and Knowledge Discovery | |
| 650 | 4 | |a Artificial Intelligence (incl. Robotics) | |
| 650 | 4 | |a Information Storage and Retrieval | |
| 650 | 4 | |a Algorithm Analysis and Problem Complexity | |
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Datensatz im Suchindex
| _version_ | 1804174941977837568 |
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| adam_text | TRANSACTIONS ON LARGE-SCALE DATA- AND KNOWLEDGE-CENTERED SYSTEMS XXI
/
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
EFFICIENT LEVEL-BASED TOP-DOWN DATA CUBE COMPUTATION USING MAPREDUCE
DIFFERENTIATED MULTIPLE AGGREGATIONS IN MULTIDIMENSIONAL DATABASES
MIRABEL DW: MANAGING COMPLEX ENERGY DATA IN A SMART GRID
MODULAR NEURAL NETWORKS FOR EXTENDING OLAP TO PREDICTION
CUT-AND-REWIND: EXTENDING QUERY ENGINE FOR CONTINUOUS STREAM ANALYTICS
MINING POPULAR PATTERNS: A NOVEL MINING PROBLEM AND ITS APPLICATION TO
STATIC TRANSACTIONAL DATABASES AND DYNAMIC DATA STREAMS
RARE PATTERN MINING FROM DATA STREAMS USING SRP-TREE AND ITS VARIANTS
IMPROVING CROSS-DOCUMENT KNOWLEDGE DISCOVERY THROUGH CONTENT AND LINK
ANALYSIS OF WIKIPEDIA KNOWLEDGE
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
TRANSACTIONS ON LARGE-SCALE DATA- AND KNOWLEDGE-CENTERED SYSTEMS XXI
/
: 2015
ABSTRACT / INHALTSTEXT
THE LNCS JOURNAL TRANSACTIONS ON LARGE-SCALE DATA- AND
KNOWLEDGE-CENTERED SYSTEMS FOCUSES ON DATA MANAGEMENT, KNOWLEDGE
DISCOVERY, AND KNOWLEDGE PROCESSING, WHICH ARE CORE AND HOT TOPICS IN
COMPUTER SCIENCE. SINCE THE 1990S, THE INTERNET HAS BECOME THE MAIN
DRIVING FORCE BEHIND APPLICATION DEVELOPMENT IN ALL DOMAINS. AN INCREASE
IN THE DEMAND FOR RESOURCE SHARING ACROSS DIFFERENT SITES CONNECTED
THROUGH NETWORKS HAS LED TO AN EVOLUTION OF DATA- AND
KNOWLEDGE-MANAGEMENT SYSTEMS FROM CENTRALIZED SYSTEMS TO DECENTRALIZED
SYSTEMS ENABLING LARGE-SCALE DISTRIBUTED APPLICATIONS PROVIDING HIGH
SCALABILITY. CURRENT DECENTRALIZED SYSTEMS STILL FOCUS ON DATA AND
KNOWLEDGE AS THEIR MAIN RESOURCE. FEASIBILITY OF THESE SYSTEMS RELIES
BASICALLY ON P2P (PEER-TO-PEER) TECHNIQUES AND THE SUPPORT OF AGENT
SYSTEMS WITH SCALING AND DECENTRALIZED CONTROL. SYNERGY BETWEEN GRIDS,
P2P SYSTEMS, AND AGENT TECHNOLOGIES IS THE KEY TO DATA- AND
KNOWLEDGE-CENTERED SYSTEMS IN LARGE-SCALE ENVIRONMENTS. THIS VOLUME, THE
21ST ISSUE OF TRANSACTIONS ON LARGE-SCALE DATA- AND KNOWLEDGE-CENTERED
SYSTEMS, FOCUSES ON DATA WAREHOUSING AND KNOWLEDGE DISCOVERY FROM BIG
DATA, AND CONTAINS EXTENDED AND REVISED VERSIONS OF EIGHT PAPERS
SELECTED AS THE BEST PAPERS FROM THE 14TH INTERNATIONAL CONFERENCE ON
DATA WAREHOUSING AND KNOWLEDGE DISCOVERY (DAWAK 2012), HELD IN VIENNA,
AUSTRIA, DURING SEPTEMBER 3-6, 2012. THESE PAPERS COVER SEVERAL ADVANCED
BIG DATA TOPICS, RANGING FROM DATA CUBE COMPUTATION USING MAPREDUCE TO
MULTIPLE AGGREGATIONS OVER MULTIDIMENSIONAL DATABASES, FROM DATA
WAREHOUSING SYSTEMS OVER COMPLEX ENERGY DATA TO OLAP-BASED PREDICTION
MODELS, FROM EXTENDED QUERY ENGINES FOR CONTINUOUS STREAM ANALYTICS TO
POPULAR PATTERN MINING, AND FROM RARE PATTERN MINING TO ENHANCED
KNOWLEDGE DISCOVERY FROM LARGE CROSS-DOCUMENT CORPORA
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| dewey-full | 005.74 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 005 - Computer programming, programs, data, security |
| dewey-raw | 005.74 |
| dewey-search | 005.74 |
| dewey-sort | 15.74 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| doi_str_mv | 10.1007/978-3-662-47804-2 |
| format | Electronic Conference Proceeding eBook |
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| spelling | Transactions on Large-Scale Data- and Knowledge-Centered Systems XXI Selected Papers from DaWaK 2012 edited by Abdelkader Hameurlain, Josef Küng, Roland Wagner, Alfredo Cuzzocrea, Umeshwar Dayal Berlin [u.a.] Springer 2015 1 Online-Ressource (XIII, 185 S.) Ill., graph. Darst. txt rdacontent c rdamedia cr rdacarrier Lecture Notes in Computer Science 9260 0302-9743 Computer science Computer software Database management Data mining Information storage and retrieval systems Artificial intelligence Computer Science Database Management Data Mining and Knowledge Discovery Artificial Intelligence (incl. Robotics) Information Storage and Retrieval Algorithm Analysis and Problem Complexity Informatik Künstliche Intelligenz Wissensextraktion (DE-588)4546354-2 gnd rswk-swf Data Mining (DE-588)4428654-5 gnd rswk-swf Data-Warehouse-Konzept (DE-588)4406462-7 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2012 Wien gnd-content Data-Warehouse-Konzept (DE-588)4406462-7 s Data Mining (DE-588)4428654-5 s Wissensextraktion (DE-588)4546354-2 s DE-604 Hameurlain, Abdelkader 1952- (DE-588)11553959X edt DaWaK 14. 2012 Wien Sonstige (DE-588)1025160088 oth Lecture Notes in Computer Science 9260 (DE-604)BV014880109 9260 https://doi.org/10.1007/978-3-662-47804-2 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028161415&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028161415&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Transactions on Large-Scale Data- and Knowledge-Centered Systems XXI Selected Papers from DaWaK 2012 Lecture Notes in Computer Science Computer science Computer software Database management Data mining Information storage and retrieval systems Artificial intelligence Computer Science Database Management Data Mining and Knowledge Discovery Artificial Intelligence (incl. Robotics) Information Storage and Retrieval Algorithm Analysis and Problem Complexity Informatik Künstliche Intelligenz Wissensextraktion (DE-588)4546354-2 gnd Data Mining (DE-588)4428654-5 gnd Data-Warehouse-Konzept (DE-588)4406462-7 gnd |
| subject_GND | (DE-588)4546354-2 (DE-588)4428654-5 (DE-588)4406462-7 (DE-588)1071861417 |
| title | Transactions on Large-Scale Data- and Knowledge-Centered Systems XXI Selected Papers from DaWaK 2012 |
| title_auth | Transactions on Large-Scale Data- and Knowledge-Centered Systems XXI Selected Papers from DaWaK 2012 |
| title_exact_search | Transactions on Large-Scale Data- and Knowledge-Centered Systems XXI Selected Papers from DaWaK 2012 |
| title_full | Transactions on Large-Scale Data- and Knowledge-Centered Systems XXI Selected Papers from DaWaK 2012 edited by Abdelkader Hameurlain, Josef Küng, Roland Wagner, Alfredo Cuzzocrea, Umeshwar Dayal |
| title_fullStr | Transactions on Large-Scale Data- and Knowledge-Centered Systems XXI Selected Papers from DaWaK 2012 edited by Abdelkader Hameurlain, Josef Küng, Roland Wagner, Alfredo Cuzzocrea, Umeshwar Dayal |
| title_full_unstemmed | Transactions on Large-Scale Data- and Knowledge-Centered Systems XXI Selected Papers from DaWaK 2012 edited by Abdelkader Hameurlain, Josef Küng, Roland Wagner, Alfredo Cuzzocrea, Umeshwar Dayal |
| title_short | Transactions on Large-Scale Data- and Knowledge-Centered Systems XXI |
| title_sort | transactions on large scale data and knowledge centered systems xxi selected papers from dawak 2012 |
| title_sub | Selected Papers from DaWaK 2012 |
| topic | Computer science Computer software Database management Data mining Information storage and retrieval systems Artificial intelligence Computer Science Database Management Data Mining and Knowledge Discovery Artificial Intelligence (incl. Robotics) Information Storage and Retrieval Algorithm Analysis and Problem Complexity Informatik Künstliche Intelligenz Wissensextraktion (DE-588)4546354-2 gnd Data Mining (DE-588)4428654-5 gnd Data-Warehouse-Konzept (DE-588)4406462-7 gnd |
| topic_facet | Computer science Computer software Database management Data mining Information storage and retrieval systems Artificial intelligence Computer Science Database Management Data Mining and Knowledge Discovery Artificial Intelligence (incl. Robotics) Information Storage and Retrieval Algorithm Analysis and Problem Complexity Informatik Künstliche Intelligenz Wissensextraktion Data Mining Data-Warehouse-Konzept Konferenzschrift 2012 Wien |
| url | https://doi.org/10.1007/978-3-662-47804-2 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028161415&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028161415&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV014880109 |
| work_keys_str_mv | AT hameurlainabdelkader transactionsonlargescaledataandknowledgecenteredsystemsxxiselectedpapersfromdawak2012 AT dawakwien transactionsonlargescaledataandknowledgecenteredsystemsxxiselectedpapersfromdawak2012 |