Learning from data streams in dynamic environments:
Gespeichert in:
1. Verfasser: | |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Cham
Springer
[2016]
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Schriftenreihe: | SpringerBriefs in applied sciences and technology
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Schlagworte: | |
Online-Zugang: | BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract |
Beschreibung: | 1 Online Ressource (viii, 75 Seiten) |
ISBN: | 9783319256672 |
DOI: | 10.1007/978-3-319-25667-2 |
Internformat
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Datensatz im Suchindex
DE-BY-FWS_katkey | 590453 |
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adam_text | LEARNING FROM DATA STREAMS IN DYNAMIC ENVIRONMENTS
/ SAYED-MOUCHAWEH, MOAMAR
: 2016
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION TO LEARNING
LEARNING IN DYNAMIC ENVIRONMENT
HANDLING CONCEPT DRIFT
SUMMARY AND FINAL COMMENTS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
LEARNING FROM DATA STREAMS IN DYNAMIC ENVIRONMENTS
/ SAYED-MOUCHAWEH, MOAMAR
: 2016
ABSTRACT / INHALTSTEXT
THIS BOOK ADDRESSES THE PROBLEMS OF MODELING, PREDICTION,
CLASSIFICATION, DATA UNDERSTANDING AND PROCESSING IN NON-STATIONARY AND
UNPREDICTABLE ENVIRONMENTS. IT PRESENTS MAJOR AND WELL-KNOWN METHODS AND
APPROACHES FOR THE DESIGN OF SYSTEMS ABLE TO LEARN AND TO FULLY ADAPT
ITS STRUCTURE AND TO ADJUST ITS PARAMETERS ACCORDING TO THE CHANGES IN
THEIR ENVIRONMENTS. ALSO PRESENTS THE PROBLEM OF LEARNING IN
NON-STATIONARY ENVIRONMENTS, ITS INTERESTS, ITS APPLICATIONS AND
CHALLENGES AND STUDIES THE COMPLEMENTARITIES AND THE LINKS BETWEEN THE
DIFFERENT METHODS AND TECHNIQUES OF LEARNING IN EVOLVING AND
NON-STATIONARY ENVIRONMENTS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
any_adam_object | 1 |
author | Sayed-Mouchaweh, Moamar |
author_facet | Sayed-Mouchaweh, Moamar |
author_role | aut |
author_sort | Sayed-Mouchaweh, Moamar |
author_variant | m s m msm |
building | Verbundindex |
bvnumber | BV043211375 |
collection | ZDB-2-ENG |
ctrlnum | (OCoLC)934180431 (DE-599)BVBBV043211375 |
dewey-full | 006.3 |
dewey-hundreds | 000 - Computer science, information, general works |
dewey-ones | 006 - Special computer methods |
dewey-raw | 006.3 |
dewey-search | 006.3 |
dewey-sort | 16.3 |
dewey-tens | 000 - Computer science, information, general works |
discipline | Informatik |
doi_str_mv | 10.1007/978-3-319-25667-2 |
format | Electronic eBook |
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id | DE-604.BV043211375 |
illustrated | Not Illustrated |
indexdate | 2024-08-01T12:12:10Z |
institution | BVB |
isbn | 9783319256672 |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028634516 |
oclc_num | 934180431 |
open_access_boolean | |
owner | DE-1043 DE-Aug4 DE-573 DE-859 DE-863 DE-BY-FWS DE-92 DE-862 DE-BY-FWS DE-898 DE-BY-UBR DE-634 DE-1046 DE-861 DE-706 |
owner_facet | DE-1043 DE-Aug4 DE-573 DE-859 DE-863 DE-BY-FWS DE-92 DE-862 DE-BY-FWS DE-898 DE-BY-UBR DE-634 DE-1046 DE-861 DE-706 |
physical | 1 Online Ressource (viii, 75 Seiten) |
psigel | ZDB-2-ENG ZDB-2-ENG_2016 |
publishDate | 2016 |
publishDateSearch | 2016 |
publishDateSort | 2016 |
publisher | Springer |
record_format | marc |
series2 | SpringerBriefs in applied sciences and technology |
spellingShingle | Sayed-Mouchaweh, Moamar Learning from data streams in dynamic environments Engineering Artificial intelligence Computational intelligence Electrical engineering Computational Intelligence Artificial Intelligence (incl. Robotics) Communications Engineering, Networks Ingenieurwissenschaften Künstliche Intelligenz |
title | Learning from data streams in dynamic environments |
title_auth | Learning from data streams in dynamic environments |
title_exact_search | Learning from data streams in dynamic environments |
title_full | Learning from data streams in dynamic environments Moamar Sayed-Mouchaweh |
title_fullStr | Learning from data streams in dynamic environments Moamar Sayed-Mouchaweh |
title_full_unstemmed | Learning from data streams in dynamic environments Moamar Sayed-Mouchaweh |
title_short | Learning from data streams in dynamic environments |
title_sort | learning from data streams in dynamic environments |
topic | Engineering Artificial intelligence Computational intelligence Electrical engineering Computational Intelligence Artificial Intelligence (incl. Robotics) Communications Engineering, Networks Ingenieurwissenschaften Künstliche Intelligenz |
topic_facet | Engineering Artificial intelligence Computational intelligence Electrical engineering Computational Intelligence Artificial Intelligence (incl. Robotics) Communications Engineering, Networks Ingenieurwissenschaften Künstliche Intelligenz |
url | https://doi.org/10.1007/978-3-319-25667-2 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028634516&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=028634516&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
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