Big Data analysis: new algorithms for a new society:
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cham
Springer
2016
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| Schriftenreihe: | Studies in Big Data
Volume 16 |
| Schlagworte: | |
| Online-Zugang: | BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Beschreibung: | 1 Online Ressource |
| ISBN: | 9783319269894 |
| DOI: | 10.1007/978-3-319-26989-4 |
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| adam_text | BIG DATA ANALYSIS: NEW ALGORITHMS FOR A NEW SOCIETY
/
: 2016
TABLE OF CONTENTS / INHALTSVERZEICHNIS
A MACHINE LEARNING PERSPECTIVE ON BIG DATA ANALYSIS
AN INSIGHT ON BIG DATAANALYTICS
TOWARD PROBLEM SOLVING SUPPORT BASED ON BIG DATA AND DOMAIN KNOWLEDGE:
INTERACTIVE GRANULAR COMPUTING AND ADAPTIVE JUDGMENT
AN OVERVIEW OF CONCEPTDRIFT APPLICATIONS.-ANALYSIS OF TEXT-ENRICHED
HETEROGENEOUS INFORMATION NETWORKS.-IMPLEMENTING BIG DATA ANALYTICS
PROJECTS IN BUSINESS
DATA MINING IN BUSINESS: CURRENTADVANCES AND FUTURE CHALLENGES
INDUSTRIAL-SCALE AD HOC RISK ANALYTICS USING MAPREDUCE
BIG DATA AND THE INTERNET OF THINGS
SOCIAL NETWORK ANALYSIS IN STREAMING CALL GRAPHS.-SCALABLE CLOUD-BASED
DATA ANALYSIS SOFTWARE SYSTEMS FOR BIG DATAFROM NEXT GENERATION
SEQUENCING
DISCOVERING NETWORKS OF INTERDEPENDENT FEATURES INHIGH-DIMENSIONAL
PROBLEMS
FINAL REMARKS ON BIG DATA ANALYSIS AND ITS IMPACT ON SOCIETY AND SCIENCE
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
BIG DATA ANALYSIS: NEW ALGORITHMS FOR A NEW SOCIETY
/
: 2016
ABSTRACT / INHALTSTEXT
THIS EDITED VOLUME IS DEVOTED TO BIG DATA ANALYSIS FROM A MACHINE
LEARNING STANDPOINT AS PRESENTED BY SOME OF THE MOST EMINENT RESEARCHERS
IN THIS AREA. IT DEMONSTRATES THAT BIG DATA ANALYSIS OPENS UP NEW
RESEARCH PROBLEMS WHICH WERE EITHER NEVER CONSIDERED BEFORE, OR WERE
ONLY CONSIDERED WITHIN A LIMITED RANGE. IN ADDITION TO PROVIDING
METHODOLOGICAL DISCUSSIONS ON THE PRINCIPLES OF MINING BIG DATA AND THE
DIFFERENCE BETWEEN TRADITIONAL STATISTICAL DATA ANALYSIS AND NEWER
COMPUTING FRAMEWORKS, THIS BOOK PRESENTS RECENTLY DEVELOPED ALGORITHMS
AFFECTING SUCH AREAS AS BUSINESS, FINANCIAL FORECASTING, HUMAN MOBILITY,
THE INTERNET OF THINGS, INFORMATION NETWORKS, BIOINFORMATICS, MEDICAL
SYSTEMS AND LIFE SCIENCE. IT EXPLORES, THROUGH A NUMBER OF SPECIFIC
EXAMPLES, HOW THE STUDY OF BIG DATA ANALYSIS HAS EVOLVED AND HOW IT HAS
STARTED AND WILL MOST LIKELY CONTINUE TO AFFECT SOCIETY. WHILE THE
BENEFITS BROUGHT UPON BY BIG DATA ANALYSIS ARE UNDERLINED, THE BOOK ALSO
DISCUSSES SOME OF THE WARNINGS THAT HAVE BEEN ISSUED CONCERNING THE
POTENTIAL DANGERS OF BIG DATA ANALYSIS ALONG WITH ITS PITFALLS AND
CHALLENGES
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| discipline | Informatik |
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| isbn | 9783319269894 |
| language | English |
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| series | Studies in Big Data |
| series2 | Studies in Big Data |
| spellingShingle | Big Data analysis: new algorithms for a new society Studies in Big Data Engineering Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz |
| title | Big Data analysis: new algorithms for a new society |
| title_auth | Big Data analysis: new algorithms for a new society |
| title_exact_search | Big Data analysis: new algorithms for a new society |
| title_full | Big Data analysis: new algorithms for a new society Nathalie Japkowicz, Jerzy Stefanowski editors |
| title_fullStr | Big Data analysis: new algorithms for a new society Nathalie Japkowicz, Jerzy Stefanowski editors |
| title_full_unstemmed | Big Data analysis: new algorithms for a new society Nathalie Japkowicz, Jerzy Stefanowski editors |
| title_short | Big Data analysis: new algorithms for a new society |
| title_sort | big data analysis new algorithms for a new society |
| topic | Engineering Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz |
| topic_facet | Engineering Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz |
| url | https://doi.org/10.1007/978-3-319-26989-4 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028729746&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=028729746&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
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