Machine learning under a modern optimization lens:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Belmont, Massachusetts
Dynamic Ideas LLC
[2019]
|
| Schlagworte: | |
| Beschreibung: | xviii, 589 Seiten Illustrationen 24 cm |
| ISBN: | 9781733788502 |
Internformat
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
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| 003 | DE-604 | ||
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| 020 | |a 9781733788502 |9 978-1-7337885-0-2 | ||
| 035 | |a (OCoLC)1128851526 | ||
| 035 | |a (DE-599)BVBBV046260588 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
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| 084 | |a ST 300 |0 (DE-625)143650: |2 rvk | ||
| 100 | 1 | |a Bertsimas, Dimitris |d 1962- |e Verfasser |0 (DE-588)170770680 |4 aut | |
| 245 | 1 | 0 | |a Machine learning under a modern optimization lens |c Dimitris Bertsimas, Jack Dunn |
| 264 | 1 | |a Belmont, Massachusetts |b Dynamic Ideas LLC |c [2019] | |
| 300 | |a xviii, 589 Seiten |b Illustrationen |c 24 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 505 | 8 | 0 | |t The optimization lenses -- |t Regression and extension -- |t Optimal trees for classification and regression -- |t Prescriptive analytics -- |t The power of optimization over randomization -- |t Unsupervised methods -- |t Matrix methods -- |t Optimization via a machine learning lens |
| 650 | 0 | 7 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Supply Chain Management |0 (DE-588)4684051-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Optimierung |0 (DE-588)4043664-0 |2 gnd |9 rswk-swf |
| 653 | 0 | |a Machine learning | |
| 653 | 0 | |a Mathematical optimization | |
| 653 | 0 | |a Machine learning | |
| 653 | 0 | |a Mathematical optimization | |
| 689 | 0 | 0 | |a Optimierung |0 (DE-588)4043664-0 |D s |
| 689 | 0 | 1 | |a Supply Chain Management |0 (DE-588)4684051-5 |D s |
| 689 | 0 | 2 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Dunn, Jack |e Sonstige |4 oth | |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-031638613 | ||
Datensatz im Suchindex
| _version_ | 1804180695168319488 |
|---|---|
| any_adam_object | |
| author | Bertsimas, Dimitris 1962- |
| author_GND | (DE-588)170770680 |
| author_facet | Bertsimas, Dimitris 1962- |
| author_role | aut |
| author_sort | Bertsimas, Dimitris 1962- |
| author_variant | d b db |
| building | Verbundindex |
| bvnumber | BV046260588 |
| classification_rvk | ST 610 ST 300 |
| contents | The optimization lenses -- Regression and extension -- Optimal trees for classification and regression -- Prescriptive analytics -- The power of optimization over randomization -- Unsupervised methods -- Matrix methods -- Optimization via a machine learning lens |
| ctrlnum | (OCoLC)1128851526 (DE-599)BVBBV046260588 |
| discipline | Informatik |
| format | Book |
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| id | DE-604.BV046260588 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T08:39:51Z |
| institution | BVB |
| isbn | 9781733788502 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-031638613 |
| oclc_num | 1128851526 |
| open_access_boolean | |
| owner | DE-739 DE-384 DE-19 DE-BY-UBM |
| owner_facet | DE-739 DE-384 DE-19 DE-BY-UBM |
| physical | xviii, 589 Seiten Illustrationen 24 cm |
| publishDate | 2019 |
| publishDateSearch | 2019 |
| publishDateSort | 2019 |
| publisher | Dynamic Ideas LLC |
| record_format | marc |
| spelling | Bertsimas, Dimitris 1962- Verfasser (DE-588)170770680 aut Machine learning under a modern optimization lens Dimitris Bertsimas, Jack Dunn Belmont, Massachusetts Dynamic Ideas LLC [2019] xviii, 589 Seiten Illustrationen 24 cm txt rdacontent n rdamedia nc rdacarrier The optimization lenses -- Regression and extension -- Optimal trees for classification and regression -- Prescriptive analytics -- The power of optimization over randomization -- Unsupervised methods -- Matrix methods -- Optimization via a machine learning lens Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Supply Chain Management (DE-588)4684051-5 gnd rswk-swf Optimierung (DE-588)4043664-0 gnd rswk-swf Machine learning Mathematical optimization Optimierung (DE-588)4043664-0 s Supply Chain Management (DE-588)4684051-5 s Maschinelles Lernen (DE-588)4193754-5 s DE-604 Dunn, Jack Sonstige oth |
| spellingShingle | Bertsimas, Dimitris 1962- Machine learning under a modern optimization lens The optimization lenses -- Regression and extension -- Optimal trees for classification and regression -- Prescriptive analytics -- The power of optimization over randomization -- Unsupervised methods -- Matrix methods -- Optimization via a machine learning lens Maschinelles Lernen (DE-588)4193754-5 gnd Supply Chain Management (DE-588)4684051-5 gnd Optimierung (DE-588)4043664-0 gnd |
| subject_GND | (DE-588)4193754-5 (DE-588)4684051-5 (DE-588)4043664-0 |
| title | Machine learning under a modern optimization lens |
| title_alt | The optimization lenses -- Regression and extension -- Optimal trees for classification and regression -- Prescriptive analytics -- The power of optimization over randomization -- Unsupervised methods -- Matrix methods -- Optimization via a machine learning lens |
| title_auth | Machine learning under a modern optimization lens |
| title_exact_search | Machine learning under a modern optimization lens |
| title_full | Machine learning under a modern optimization lens Dimitris Bertsimas, Jack Dunn |
| title_fullStr | Machine learning under a modern optimization lens Dimitris Bertsimas, Jack Dunn |
| title_full_unstemmed | Machine learning under a modern optimization lens Dimitris Bertsimas, Jack Dunn |
| title_short | Machine learning under a modern optimization lens |
| title_sort | machine learning under a modern optimization lens |
| topic | Maschinelles Lernen (DE-588)4193754-5 gnd Supply Chain Management (DE-588)4684051-5 gnd Optimierung (DE-588)4043664-0 gnd |
| topic_facet | Maschinelles Lernen Supply Chain Management Optimierung |
| work_keys_str_mv | AT bertsimasdimitris machinelearningunderamodernoptimizationlens AT dunnjack machinelearningunderamodernoptimizationlens |