Big data in complex systems: challenges and opportunities
Saved in:
| Other Authors: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cham [u.a.]
Springer
2015
|
| Series: | Studies in big data
9 |
| Subjects: | |
| Online Access: | TUM01 Volltext Inhaltsverzeichnis Abstract |
| Physical Description: | VIII, 499 p. 127 illus., 10 illus. in color |
| ISBN: | 9783319110561 9783319110554 |
| DOI: | 10.1007/978-3-319-11056-1 |
Staff View
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| 245 | 1 | 0 | |a Big data in complex systems |b challenges and opportunities |c Aboul Ella Hassanien [and 4 more], editors |
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| adam_text | BIG DATA IN COMPLEX SYSTEMS
/ HASSANIEN, ABOUL ELLA
: 2015
TABLE OF CONTENTS / INHALTSVERZEICHNIS
CLOUD COMPUTING INFRASTRUCTURE FOR MASSIVE DATA: A GIGANTIC TASK AHEAD
BIG DATA MOVEMENT: A CHALLENGE IN DATA PROCESSING
TOWARDS ROBUST PERFORMANCE GUARANTEES FOR MODELS LEARNED FROM
HIGH-DIMENSIONAL DATA
STREAM CLUSTERING ALGORITHMS: A PRIMER
CROSS LANGUAGE DUPLICATE RECORD DETECTION IN BIG DATA
A NOVEL HYBRIDIZED ROUGH SET AND IMPROVED HARMONY SEARCH BASED FEATURE
SELECTION FOR PROTEIN SEQUENCE CLASSIFICATION
AUTONOMIC DISCOVERY OF NEWS EVOLVEMENT IN TWITTER
HYBRID TOLERANCE ROUGH SET BASED INTELLIGENT APPROACHES FOR SOCIAL
TAGGING SYSTEMS
EXPLOITATION OF HEALTHCARE DATABASES IN ANESTHESIOLOGY AND SURGICAL CARE
FOR COMPARING COMORBIDITY INDEXES IN CHOLECYSTECTOMIZED PATIENTS
SICKNESS ABSENCE AND RECORD LINKAGE USING PRIMARY HEALTHCARE, HOSPITAL
AND OCCUPATIONAL DATABASES
CLASSIFICATION OF ECG CARDIAC ARRHYTHMIAS USING BIJECTIVE SOFT SET
SEMANTIC GEOGRAPHIC SPACE: FROM BIG DATA TO ECOSYSTEMS OF DATA
DNA METHYLATION DATA ANALYSIS AND VISUALIZING IN A COMMON FORM OF BREAST
CANCER
DATA QUALITY, ANALYTICS, AND PRIVACY IN BIG DATA
SEARCH, ANALYSIS AND VISUAL COMPARISON OF MASSIVE AND HETEROGENEOUS
DATA: APPLICATION IN THE MEDICAL FIELD
MODIFIED SOFT ROUGH SET BASED ECG SIGNAL CLASSIFICATION FOR CARDIAC
ARRHYTHMIAS
TOWARDS A NEW ARCHITECTURE FOR THE DESCRIPTION AND MANIPULATION OF LARGE
DISTRIBUTED DATA
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
BIG DATA IN COMPLEX SYSTEMS
/ HASSANIEN, ABOUL ELLA
: 2015
ABSTRACT / INHALTSTEXT
THIS VOLUME PROVIDES CHALLENGES AND OPPORTUNITIES WITH UPDATED, IN-DEPTH
MATERIAL ON THE APPLICATION OF BIG DATA TO COMPLEX SYSTEMS IN ORDER TO
FIND SOLUTIONS FOR THE CHALLENGES AND PROBLEMS FACING BIG DATA SETS
APPLICATIONS. MUCH DATA TODAY IS NOT NATIVELY IN STRUCTURED FORMAT; FOR
EXAMPLE, TWEETS AND BLOGS ARE WEAKLY STRUCTURED PIECES OF TEXT, WHILE
IMAGES AND VIDEO ARE STRUCTURED FOR STORAGE AND DISPLAY, BUT NOT FOR
SEMANTIC CONTENT AND SEARCH. THEREFORE TRANSFORMING SUCH CONTENT INTO A
STRUCTURED FORMAT FOR LATER ANALYSIS IS A MAJOR CHALLENGE. DATA
ANALYSIS, ORGANIZATION, RETRIEVAL, AND MODELING ARE OTHER FOUNDATIONAL
CHALLENGES TREATED IN THIS BOOK. THE MATERIAL OF THIS BOOK WILL BE
USEFUL FOR RESEARCHERS AND PRACTITIONERS IN THE FIELD OF BIG DATA AS
WELL AS ADVANCED UNDERGRADUATE AND GRADUATE STUDENTS. EACH OF THE 17
CHAPTERS IN THE BOOK OPENS WITH A CHAPTER ABSTRACT AND KEY TERMS LIST.
THE CHAPTERS ARE ORGANIZED ALONG THE LINES OF PROBLEM DESCRIPTION,
RELATED WORKS, AND ANALYSIS OF THE RESULTS AND COMPARISONS ARE PROVIDED
WHENEVER FEASIBLE
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
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| dewey-full | 006.3 |
| dewey-hundreds | 000 - Computer science, information, general works |
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| discipline | Informatik Elektrotechnik Maschinenbau |
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| illustrated | Not Illustrated |
| indexdate | 2025-02-20T06:51:16Z |
| institution | BVB |
| isbn | 9783319110561 9783319110554 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027762801 |
| oclc_num | 903047857 |
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| physical | VIII, 499 p. 127 illus., 10 illus. in color |
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| publishDate | 2015 |
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| publisher | Springer |
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| series | Studies in big data |
| series2 | Studies in big data |
| spellingShingle | Big data in complex systems challenges and opportunities Studies in big data Engineering Artificial intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz |
| title | Big data in complex systems challenges and opportunities |
| title_auth | Big data in complex systems challenges and opportunities |
| title_exact_search | Big data in complex systems challenges and opportunities |
| title_full | Big data in complex systems challenges and opportunities Aboul Ella Hassanien [and 4 more], editors |
| title_fullStr | Big data in complex systems challenges and opportunities Aboul Ella Hassanien [and 4 more], editors |
| title_full_unstemmed | Big data in complex systems challenges and opportunities Aboul Ella Hassanien [and 4 more], editors |
| title_short | Big data in complex systems |
| title_sort | big data in complex systems challenges and opportunities |
| title_sub | challenges and opportunities |
| topic | Engineering Artificial intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz |
| topic_facet | Engineering Artificial intelligence Computational Intelligence Artificial Intelligence (incl. Robotics) Ingenieurwissenschaften Künstliche Intelligenz |
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