Compression-based methods of statistical analysis and prediction of time series:
Gespeichert in:
| Hauptverfasser: | , , |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
[Cham]
Springer
[2016]
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| Schlagworte: | |
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| Beschreibung: | 1 Online-Ressource (IX, 144 Seiten, 29 illus., 21 illus. in color) |
| ISBN: | 9783319322537 |
| DOI: | 10.1007/978-3-319-32253-7 |
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Datensatz im Suchindex
| _version_ | 1804176261392629760 |
|---|---|
| adam_text | COMPRESSION-BASED METHODS OF STATISTICAL ANALYSIS AND PREDICTION OF TIME
SERIES
/ RYABKO, BORIS
: 2016
TABLE OF CONTENTS / INHALTSVERZEICHNIS
STATISTICAL METHODS BASED ON UNIVERSAL CODES
APPLICATIONS TO CRYPTOGRAPHY
SCOT-MODELING AND NONPARAMETRIC TESTING OF STATIONARY STRINGS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
COMPRESSION-BASED METHODS OF STATISTICAL ANALYSIS AND PREDICTION OF TIME
SERIES
/ RYABKO, BORIS
: 2016
ABSTRACT / INHALTSTEXT
UNIVERSAL CODES EFFICIENTLY COMPRESS SEQUENCES GENERATED BY STATIONARY
AND ERGODIC SOURCES WITH UNKNOWN STATISTICS, AND THEY WERE ORIGINALLY
DESIGNED FOR LOSSLESS DATA COMPRESSION. IN THE MEANTIME, IT WAS REALIZED
THAT THEY CAN BE USED FOR SOLVING IMPORTANT PROBLEMS OF PREDICTION AND
STATISTICAL ANALYSIS OF TIME SERIES, AND THIS BOOK DESCRIBES RECENT
RESULTS IN THIS AREA. THE FIRST CHAPTER INTRODUCES AND DESCRIBES THE
APPLICATION OF UNIVERSAL CODES TO PREDICTION AND THE STATISTICAL
ANALYSIS OF TIME SERIES; THE SECOND CHAPTER DESCRIBES APPLICATIONS OF
SELECTED STATISTICAL METHODS TO CRYPTOGRAPHY, INCLUDING ATTACKS ON BLOCK
CIPHERS; AND THE THIRD CHAPTER DESCRIBES A HOMOGENEITY TEST USED TO
DETERMINE AUTHORSHIP OF LITERARY TEXTS. THE BOOK WILL BE USEFUL FOR
RESEARCHERS AND ADVANCED STUDENTS IN INFORMATION THEORY, MATHEMATICAL
STATISTICS, TIME-SERIES ANALYSIS, AND CRYPTOGRAPHY. IT IS ASSUMED THAT
THE READER HAS SOME GROUNDING IN STATISTICS AND IN INFORMATION THEORY
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Ryabko, Boris Astola, Jaakko 1949- Malyutov, Mikhail |
| author_GND | (DE-588)1105771326 (DE-588)123256224 |
| author_facet | Ryabko, Boris Astola, Jaakko 1949- Malyutov, Mikhail |
| author_role | aut aut aut |
| author_sort | Ryabko, Boris |
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| dewey-full | 005.74 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 005 - Computer programming, programs, data, security |
| dewey-raw | 005.74 |
| dewey-search | 005.74 |
| dewey-sort | 15.74 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik Mathematik |
| doi_str_mv | 10.1007/978-3-319-32253-7 |
| format | Electronic eBook |
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| publisher | Springer |
| record_format | marc |
| spelling | Ryabko, Boris Verfasser (DE-588)1105771326 aut Compression-based methods of statistical analysis and prediction of time series Boris Ryabko, Jaakko Astola, Mikhail Malyutov [Cham] Springer [2016] © 2016 1 Online-Ressource (IX, 144 Seiten, 29 illus., 21 illus. in color) txt rdacontent c rdamedia cr rdacarrier Computer science Data structures (Computer science) Computer science / Mathematics Computational linguistics Statistics Computer Science Data Structures, Cryptology and Information Theory Mathematics of Computing Language Translation and Linguistics Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Computational Linguistics Informatik Mathematik Statistik Astola, Jaakko 1949- Verfasser (DE-588)123256224 aut Malyutov, Mikhail Verfasser aut Erscheint auch als Druckausgabe 978-3-319-32251-3 https://doi.org/10.1007/978-3-319-32253-7 Verlag URL des Erstveröffentlichers Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994433&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994433&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Ryabko, Boris Astola, Jaakko 1949- Malyutov, Mikhail Compression-based methods of statistical analysis and prediction of time series Computer science Data structures (Computer science) Computer science / Mathematics Computational linguistics Statistics Computer Science Data Structures, Cryptology and Information Theory Mathematics of Computing Language Translation and Linguistics Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Computational Linguistics Informatik Mathematik Statistik |
| title | Compression-based methods of statistical analysis and prediction of time series |
| title_auth | Compression-based methods of statistical analysis and prediction of time series |
| title_exact_search | Compression-based methods of statistical analysis and prediction of time series |
| title_full | Compression-based methods of statistical analysis and prediction of time series Boris Ryabko, Jaakko Astola, Mikhail Malyutov |
| title_fullStr | Compression-based methods of statistical analysis and prediction of time series Boris Ryabko, Jaakko Astola, Mikhail Malyutov |
| title_full_unstemmed | Compression-based methods of statistical analysis and prediction of time series Boris Ryabko, Jaakko Astola, Mikhail Malyutov |
| title_short | Compression-based methods of statistical analysis and prediction of time series |
| title_sort | compression based methods of statistical analysis and prediction of time series |
| topic | Computer science Data structures (Computer science) Computer science / Mathematics Computational linguistics Statistics Computer Science Data Structures, Cryptology and Information Theory Mathematics of Computing Language Translation and Linguistics Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Computational Linguistics Informatik Mathematik Statistik |
| topic_facet | Computer science Data structures (Computer science) Computer science / Mathematics Computational linguistics Statistics Computer Science Data Structures, Cryptology and Information Theory Mathematics of Computing Language Translation and Linguistics Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences Computational Linguistics Informatik Mathematik Statistik |
| url | https://doi.org/10.1007/978-3-319-32253-7 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994433&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=028994433&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT ryabkoboris compressionbasedmethodsofstatisticalanalysisandpredictionoftimeseries AT astolajaakko compressionbasedmethodsofstatisticalanalysisandpredictionoftimeseries AT malyutovmikhail compressionbasedmethodsofstatisticalanalysisandpredictionoftimeseries |