Soft computing in big data processing:
Saved in:
| Other Authors: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cham [u.a.]
Springer
2014
|
| Series: | Advances in intelligent systems and computing
271 |
| Subjects: | |
| Online Access: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Physical Description: | 1 Online-Ressource |
| ISBN: | 9783319055275 |
| DOI: | 10.1007/978-3-319-05527-5 |
Staff View
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| adam_text | SOFT COMPUTING IN BIG DATA PROCESSING
/
: 2014
TABLE OF CONTENTS / INHALTSVERZEICHNIS
EXTRACTION OF MINORITY OPINION BASED ON PECULIARITY IN A SEMANTIC SPACE
CONSTRUCTED OF FREE WRITING
SYSTEM AND ITS METHOD FOR REUSING AN APPLICATION
ASSESSMENT OF SCIENTIFIC AND INNOVATIVE PROJECTS: MATHEMATICAL METHODS
AND MODELS FOR MANAGEMENT DECISIONS
MULTI-VOXEL PATTERN ANALYSIS OF FMRI BASED ON DEEP LEARNING METHODS
EXPLOITING NO-SQL DB FOR IMPLEMENTING LIFELOG MASHUP PLATFORM
USING MATERIALIZED VIEW AS A SERVICE OF SCALLOP4SC FOR SMART CITY
APPLICATION SERVICES
TECHNOLOGY ANALYSIS FROM PATENT DATA USING LATENT DIRICHLET ALLOCATION
A NOVEL METHOD FOR TECHNOLOGY FORECASTING BASED ON PATENT DOCUMENTS
A SMALL WORLD NETWORK FOR TECHNOLOGICAL RELATIONSHIP IN PATENT ANALYSIS
KEY IPC CODES EXTRACTION USING CLASSIFICATION AND REGRESSION TREE
STRUCTURE
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
SOFT COMPUTING IN BIG DATA PROCESSING
/
: 2014
ABSTRACT / INHALTSTEXT
BIG DATA IS AN ESSENTIAL KEY TO BUILD A SMART WORLD AS A MEANING OF THE
STREAMING, CONTINUOUS INTEGRATION OF LARGE VOLUME AND HIGH VELOCITY DATA
COVERING FROM ALL SOURCES TO FINAL DESTINATIONS. THE BIG DATA RANGE FROM
DATA MINING, DATA ANALYSIS AND DECISION MAKING, BY DRAWING STATISTICAL
RULES AND MATHEMATICAL PATTERNS THROUGH SYSTEMATICAL OR AUTOMATICALLY
REASONING. THE BIG DATA HELPS SERVE OUR LIFE BETTER, CLARIFY OUR FUTURE
AND DELIVER GREATER VALUE. WE CAN DISCOVER HOW TO CAPTURE AND ANALYZE
DATA. READERS WILL BE GUIDED TO PROCESSING SYSTEM INTEGRITY AND
IMPLEMENTING INTELLIGENT SYSTEMS. WITH INTELLIGENT SYSTEMS, WE DEAL WITH
THE FUNDAMENTAL DATA MANAGEMENT AND VISUALIZATION CHALLENGES IN
EFFECTIVE MANAGEMENT OF DYNAMIC AND LARGE-SCALE DATA, AND EFFICIENT
PROCESSING OF REAL-TIME AND SPATIO-TEMPORAL DATA. ADVANCED INTELLIGENT
SYSTEMS HAVE LED TO MANAGING THE DATA MONITORING, DATA PROCESSING AND
DECISION-MAKING IN REALISTIC AND EFFECTIVE WAY. CONSIDERING A BIG SIZE
OF DATA, VARIETY OF DATA AND FREQUENT CHANGES OF DATA, THE INTELLIGENT
SYSTEMS BASICALLY CHALLENGE NEW DATA MANAGEMENT TASKS FOR INTEGRATION,
VISUALIZATION, QUERYING AND ANALYSIS. CONNECTED WITH POWERFUL DATA
ANALYSIS, THE INTELLIGENT SYSTEMS WILL PROVIDE A PARADIGM SHIFT FROM
CONVENTIONAL STORE AND PROCESS SYSTEMS. THIS BOOK FOCUSES ON TAKING A
FULL ADVANTAGE OF BIG DATA AND INTELLIGENT SYSTEMS PROCESSING. IT
CONSISTS OF 11 CONTRIBUTIONS THAT FEATURE EXTRACTION OF MINORITY
OPINION, METHOD FOR REUSING AN APPLICATION, ASSESSMENT OF SCIENTIFIC AND
INNOVATIVE PROJECTS, MULTI-VOXEL PATTERN ANALYSIS, EXPLOITING NO-SQL DB,
MATERIALIZED VIEW, TF-IDF CRITERION, LATENT DIRICHLET ALLOCATION,
TECHNOLOGY FORECASTING, SMALL WORLD NETWORK, AND CLASSIFICATION &
REGRESSION TREE STRUCTURE. THIS EDITION IS PUBLISHED IN ORIGINAL, PEER
REVIEWED CONTRIBUTIONS COVERING FROM INITIAL DESIGN TO FINAL PROTOTYPES
AND AUTHORIZATION.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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| illustrated | Not Illustrated |
| indexdate | 2025-02-20T06:39:06Z |
| institution | BVB |
| isbn | 9783319055275 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027265570 |
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| publishDateSort | 2014 |
| publisher | Springer |
| record_format | marc |
| series | Advances in intelligent systems and computing |
| series2 | Advances in intelligent systems and computing |
| spellingShingle | Soft computing in big data processing Advances in intelligent systems and computing Ingenieurwissenschaften Künstliche Intelligenz Artificial intelligence Engineering |
| title | Soft computing in big data processing |
| title_auth | Soft computing in big data processing |
| title_exact_search | Soft computing in big data processing |
| title_full | Soft computing in big data processing Keon Myung Lee ..., eds. |
| title_fullStr | Soft computing in big data processing Keon Myung Lee ..., eds. |
| title_full_unstemmed | Soft computing in big data processing Keon Myung Lee ..., eds. |
| title_short | Soft computing in big data processing |
| title_sort | soft computing in big data processing |
| topic | Ingenieurwissenschaften Künstliche Intelligenz Artificial intelligence Engineering |
| topic_facet | Ingenieurwissenschaften Künstliche Intelligenz Artificial intelligence Engineering |
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