An introduction to machine learning:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cham, Switzerland
Springer
[2017]
|
| Ausgabe: | Second edition |
| Schlagworte: | |
| Online-Zugang: | Inhaltstext |
| Beschreibung: | xiii, 348 Seiten Illustrationen, Diagramme |
| ISBN: | 9783319876696 9783319639123 |
Internformat
MARC
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| 020 | |a 9783319876696 |c softcover reprint |9 978-3-319-87669-6 | ||
| 020 | |a 9783319639123 |c hbk. |9 978-3-319-63912-3 | ||
| 035 | |a (OCoLC)1004338562 | ||
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| 100 | 1 | |a Kubat, Miroslav |d 1958- |e Verfasser |0 (DE-588)1140076752 |4 aut | |
| 245 | 1 | 0 | |a An introduction to machine learning |c Miroslav Kubat |
| 250 | |a Second edition | ||
| 264 | 1 | |a Cham, Switzerland |b Springer |c [2017] | |
| 264 | 4 | |c © 2017 | |
| 300 | |a xiii, 348 Seiten |b Illustrationen, Diagramme | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 650 | 0 | 7 | |a Künstliche Intelligenz |0 (DE-588)4033447-8 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Computersimulation |0 (DE-588)4148259-1 |2 gnd |9 rswk-swf |
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| 650 | 0 | 7 | |a Informationssystem |0 (DE-588)4072806-7 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |2 gnd |9 rswk-swf |
| 653 | |a Bayesian classifiers | ||
| 653 | |a boosting | ||
| 653 | |a computational learning theory | ||
| 653 | |a decision trees | ||
| 653 | |a genetic algorithms | ||
| 653 | |a linear and polynomial classifiers | ||
| 653 | |a nearest neighbor classifier | ||
| 653 | |a neural networks | ||
| 653 | |a performance evaluation | ||
| 653 | |a reinforcement learning | ||
| 653 | |a statistical learning | ||
| 653 | |a time-varying classes, imbalanced representation | ||
| 653 | |a artificial intelligence | ||
| 653 | |a machine learning | ||
| 653 | |a data mining | ||
| 653 | |a deep learning | ||
| 653 | |a unsupervised learning | ||
| 689 | 0 | 0 | |a Informatik |0 (DE-588)4026894-9 |D s |
| 689 | 0 | 1 | |a Informationssystem |0 (DE-588)4072806-7 |D s |
| 689 | 0 | 2 | |a Künstliche Intelligenz |0 (DE-588)4033447-8 |D s |
| 689 | 0 | 3 | |a Computersimulation |0 (DE-588)4148259-1 |D s |
| 689 | 0 | 4 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |D s |
| 689 | 0 | |8 1\p |5 DE-604 | |
| 776 | 0 | 8 | |i Erscheint auch als |n Online-Ausgabe |z 978-3-319-63913-0 |
| 780 | 0 | 0 | |i Vorangegangen ist |z 978-3-319-20009-5 |b Firstst edition |d 2015 |w (DE-604)BV042755689 |
| 856 | 4 | 2 | |m X:MVB |q text/html |u http://deposit.dnb.de/cgi-bin/dokserv?id=1709a3ab603e45daaf1552834cc86fd2&prov=M&dok_var=1&dok_ext=htm |3 Inhaltstext |
| 883 | 1 | |8 1\p |a cgwrk |d 20201028 |q DE-101 |u https://d-nb.info/provenance/plan#cgwrk | |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-029852026 | |
Datensatz im Suchindex
| _version_ | 1806413910794829824 |
|---|---|
| adam_text | |
| any_adam_object | |
| author | Kubat, Miroslav 1958- |
| author_GND | (DE-588)1140076752 |
| author_facet | Kubat, Miroslav 1958- |
| author_role | aut |
| author_sort | Kubat, Miroslav 1958- |
| author_variant | m k mk |
| building | Verbundindex |
| bvnumber | BV044451102 |
| classification_rvk | ST 300 ST 304 |
| classification_tum | DAT 708f |
| ctrlnum | (OCoLC)1004338562 (DE-599)DNB1135581339 |
| dewey-full | 004 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 004 - Computer science |
| dewey-raw | 004 |
| dewey-search | 004 |
| dewey-sort | 14 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| edition | Second edition |
| format | Book |
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| id | DE-604.BV044451102 |
| illustrated | Illustrated |
| indexdate | 2024-08-04T00:15:51Z |
| institution | BVB |
| isbn | 9783319876696 9783319639123 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029852026 |
| oclc_num | 1004338562 |
| open_access_boolean | |
| owner | DE-91G DE-BY-TUM DE-11 DE-1043 DE-706 DE-859 |
| owner_facet | DE-91G DE-BY-TUM DE-11 DE-1043 DE-706 DE-859 |
| physical | xiii, 348 Seiten Illustrationen, Diagramme |
| publishDate | 2017 |
| publishDateSearch | 2017 |
| publishDateSort | 2017 |
| publisher | Springer |
| record_format | marc |
| spelling | Kubat, Miroslav 1958- Verfasser (DE-588)1140076752 aut An introduction to machine learning Miroslav Kubat Second edition Cham, Switzerland Springer [2017] © 2017 xiii, 348 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Computersimulation (DE-588)4148259-1 gnd rswk-swf Informatik (DE-588)4026894-9 gnd rswk-swf Informationssystem (DE-588)4072806-7 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Bayesian classifiers boosting computational learning theory decision trees genetic algorithms linear and polynomial classifiers nearest neighbor classifier neural networks performance evaluation reinforcement learning statistical learning time-varying classes, imbalanced representation artificial intelligence machine learning data mining deep learning unsupervised learning Informatik (DE-588)4026894-9 s Informationssystem (DE-588)4072806-7 s Künstliche Intelligenz (DE-588)4033447-8 s Computersimulation (DE-588)4148259-1 s Maschinelles Lernen (DE-588)4193754-5 s 1\p DE-604 Erscheint auch als Online-Ausgabe 978-3-319-63913-0 Vorangegangen ist 978-3-319-20009-5 Firstst edition 2015 (DE-604)BV042755689 X:MVB text/html http://deposit.dnb.de/cgi-bin/dokserv?id=1709a3ab603e45daaf1552834cc86fd2&prov=M&dok_var=1&dok_ext=htm Inhaltstext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Kubat, Miroslav 1958- An introduction to machine learning Künstliche Intelligenz (DE-588)4033447-8 gnd Computersimulation (DE-588)4148259-1 gnd Informatik (DE-588)4026894-9 gnd Informationssystem (DE-588)4072806-7 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4148259-1 (DE-588)4026894-9 (DE-588)4072806-7 (DE-588)4193754-5 |
| title | An introduction to machine learning |
| title_auth | An introduction to machine learning |
| title_exact_search | An introduction to machine learning |
| title_full | An introduction to machine learning Miroslav Kubat |
| title_fullStr | An introduction to machine learning Miroslav Kubat |
| title_full_unstemmed | An introduction to machine learning Miroslav Kubat |
| title_short | An introduction to machine learning |
| title_sort | an introduction to machine learning |
| topic | Künstliche Intelligenz (DE-588)4033447-8 gnd Computersimulation (DE-588)4148259-1 gnd Informatik (DE-588)4026894-9 gnd Informationssystem (DE-588)4072806-7 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Künstliche Intelligenz Computersimulation Informatik Informationssystem Maschinelles Lernen |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=1709a3ab603e45daaf1552834cc86fd2&prov=M&dok_var=1&dok_ext=htm |
| work_keys_str_mv | AT kubatmiroslav anintroductiontomachinelearning |