Implementation of machine learning algorithms using control-flow and dataflow paradigms:
"This is a reference book for experienced professionals, that treats four widely used data-mining algorithms in a novel way, offering a basic introduction with issues of importance, advantages and disadvantages of these algorithms
Gespeichert in:
| Hauptverfasser: | , , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hershey, Pennsylvania
IGI Global
2022
|
| Schlagworte: | |
| Online-Zugang: | DE-1050 DE-898 DE-1049 DE-91 DE-706 DE-83 Volltext |
| Zusammenfassung: | "This is a reference book for experienced professionals, that treats four widely used data-mining algorithms in a novel way, offering a basic introduction with issues of importance, advantages and disadvantages of these algorithms |
| Beschreibung: | Includes bibliographical references and index Chapter 1. Introduction to data mining -- Chapter 2. Classification algorithms and control-flow implementation -- Chapter 3. Classification algorithms and dataflow implementation -- Chapter 4. Scientific applications of machine learning algorithms -- Chapter 5. Business and industrial applications of machine learning algorithms -- Chapter 6. Implementation details of neural networks using dataflow -- Chapter 7. Implementation details of decision tree algorithms using dataflow -- Chapter 8. Implementation details of rule-based algorithms using dataflow -- Chapter 9. Implementation details of density-based algorithms using dataflow -- Chapter 10. Issues related to acceleration of algorithms. - Mode of access: World Wide Web |
| Beschreibung: | 1 Online-Ressource (296 Seiten) illustrations |
| ISBN: | 9781799883524 |
Internformat
MARC
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| 100 | 1 | |a Milutinović, Veljko |4 aut | |
| 245 | 1 | 0 | |a Implementation of machine learning algorithms using control-flow and dataflow paradigms |c by Veljko Milutinovic, Nenad S. Mitic, Aleksandar Aleksej Kartelj, and Milos Kotlar |
| 264 | 1 | |a Hershey, Pennsylvania |b IGI Global |c 2022 | |
| 300 | |a 1 Online-Ressource (296 Seiten) |b illustrations | ||
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| 337 | |b c |2 rdamedia | ||
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| 500 | |a Includes bibliographical references and index | ||
| 500 | |a Chapter 1. Introduction to data mining -- Chapter 2. Classification algorithms and control-flow implementation -- Chapter 3. Classification algorithms and dataflow implementation -- Chapter 4. Scientific applications of machine learning algorithms -- Chapter 5. Business and industrial applications of machine learning algorithms -- Chapter 6. Implementation details of neural networks using dataflow -- Chapter 7. Implementation details of decision tree algorithms using dataflow -- Chapter 8. Implementation details of rule-based algorithms using dataflow -- Chapter 9. Implementation details of density-based algorithms using dataflow -- Chapter 10. Issues related to acceleration of algorithms. - Mode of access: World Wide Web | ||
| 520 | |a "This is a reference book for experienced professionals, that treats four widely used data-mining algorithms in a novel way, offering a basic introduction with issues of importance, advantages and disadvantages of these algorithms | ||
| 650 | 4 | |a Data mining | |
| 650 | 4 | |a Algorithms | |
| 650 | 4 | |a Machine learning | |
| 700 | 1 | |a Mitic, Nenad S. |4 aut | |
| 700 | 1 | |a Kartelj, Aleksandar Aleksej |4 aut | |
| 700 | 1 | |a Kotlar, Milos |4 aut | |
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Datensatz im Suchindex
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| author | Milutinović, Veljko Mitic, Nenad S. Kartelj, Aleksandar Aleksej Kotlar, Milos |
| author_facet | Milutinović, Veljko Mitic, Nenad S. Kartelj, Aleksandar Aleksej Kotlar, Milos |
| author_role | aut aut aut aut |
| author_sort | Milutinović, Veljko |
| author_variant | v m vm n s m ns nsm a a k aa aak m k mk |
| building | Verbundindex |
| bvnumber | BV047911143 |
| collection | ZDB-98-IGB ZDB-1-IGE |
| ctrlnum | (ZDB-98-IGB)00269963 (OCoLC)1310257365 (DE-599)BVBBV047911143 |
| dewey-full | 006.312 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.312 |
| dewey-search | 006.312 |
| dewey-sort | 16.312 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| discipline_str_mv | Informatik |
| format | Electronic eBook |
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| illustrated | Illustrated |
| index_date | 2024-07-03T19:31:21Z |
| indexdate | 2024-07-20T06:38:38Z |
| institution | BVB |
| isbn | 9781799883524 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-033292896 |
| oclc_num | 1310257365 |
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| physical | 1 Online-Ressource (296 Seiten) illustrations |
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| publisher | IGI Global |
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| spelling | Milutinović, Veljko aut Implementation of machine learning algorithms using control-flow and dataflow paradigms by Veljko Milutinovic, Nenad S. Mitic, Aleksandar Aleksej Kartelj, and Milos Kotlar Hershey, Pennsylvania IGI Global 2022 1 Online-Ressource (296 Seiten) illustrations txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references and index Chapter 1. Introduction to data mining -- Chapter 2. Classification algorithms and control-flow implementation -- Chapter 3. Classification algorithms and dataflow implementation -- Chapter 4. Scientific applications of machine learning algorithms -- Chapter 5. Business and industrial applications of machine learning algorithms -- Chapter 6. Implementation details of neural networks using dataflow -- Chapter 7. Implementation details of decision tree algorithms using dataflow -- Chapter 8. Implementation details of rule-based algorithms using dataflow -- Chapter 9. Implementation details of density-based algorithms using dataflow -- Chapter 10. Issues related to acceleration of algorithms. - Mode of access: World Wide Web "This is a reference book for experienced professionals, that treats four widely used data-mining algorithms in a novel way, offering a basic introduction with issues of importance, advantages and disadvantages of these algorithms Data mining Algorithms Machine learning Mitic, Nenad S. aut Kartelj, Aleksandar Aleksej aut Kotlar, Milos aut Erscheint auch als Druck-Ausgabe 9781799883500 Erscheint auch als Druck-Ausgabe 1799883515 Erscheint auch als Druck-Ausgabe 9781799883517 Erscheint auch als Druck-Ausgabe 1799883507 https://www.igi-global.com/gateway/book/269963 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Milutinović, Veljko Mitic, Nenad S. Kartelj, Aleksandar Aleksej Kotlar, Milos Implementation of machine learning algorithms using control-flow and dataflow paradigms Data mining Algorithms Machine learning |
| title | Implementation of machine learning algorithms using control-flow and dataflow paradigms |
| title_auth | Implementation of machine learning algorithms using control-flow and dataflow paradigms |
| title_exact_search | Implementation of machine learning algorithms using control-flow and dataflow paradigms |
| title_exact_search_txtP | Implementation of machine learning algorithms using control-flow and dataflow paradigms |
| title_full | Implementation of machine learning algorithms using control-flow and dataflow paradigms by Veljko Milutinovic, Nenad S. Mitic, Aleksandar Aleksej Kartelj, and Milos Kotlar |
| title_fullStr | Implementation of machine learning algorithms using control-flow and dataflow paradigms by Veljko Milutinovic, Nenad S. Mitic, Aleksandar Aleksej Kartelj, and Milos Kotlar |
| title_full_unstemmed | Implementation of machine learning algorithms using control-flow and dataflow paradigms by Veljko Milutinovic, Nenad S. Mitic, Aleksandar Aleksej Kartelj, and Milos Kotlar |
| title_short | Implementation of machine learning algorithms using control-flow and dataflow paradigms |
| title_sort | implementation of machine learning algorithms using control flow and dataflow paradigms |
| topic | Data mining Algorithms Machine learning |
| topic_facet | Data mining Algorithms Machine learning |
| url | https://www.igi-global.com/gateway/book/269963 |
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