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Bibliographic Details
Other Authors:	Japkowicz, Nathalie (Editor), Stefanowski, Jerzy (Editor)
Format:	Electronic eBook
Language:	English
Published:	Cham Springer 2016
Series:	Studies in Big Data Volume 16
Subjects:	Engineering Artificial intelligence Computational intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz
Online Access:	BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract
Physical Description:	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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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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