Machine Learning in Finance : From Theory to Practice — 1st ed. 2020. (English)
- New search for: Dixon, Matthew F.
- New search for: Halperin, Igor
- New search for: Bilokon, Paul
- New search for: Dixon, Matthew F.
- New search for: Halperin, Igor
- New search for: Bilokon, Paul
2020
- Book / Electronic Resource
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Title:Machine Learning in Finance : From Theory to Practice
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Contributors:
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Published in:
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Edition:1st ed. 2020.
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Publisher:
- New search for: Springer International Publishing
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Place of publication:Cham
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Publication date:2020
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Size:1 Online-Ressource(XXV, 548 p. 97 illus., 83 illus. in color.)
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Remarks:Campusweiter Zugriff (Universität Hannover) - Vervielfältigungen (z.B. Kopien, Downloads) sind nur von einzelnen Kapiteln oder Seiten und nur zum eigenen wissenschaftlichen Gebrauch erlaubt. Keine Weitergabe an Dritte. Kein systematisches Downloaden durch Robots.
Erworben aus Studienqualitätsmitteln -
ISBN:
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DOI:
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Type of media:Book
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Type of material:Electronic Resource
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Language:English
- New search for: 330.015195
- Further information on Dewey Decimal Classification
- New search for: 83.03 / 31.76 / 54.72
- Further information on Basic classification
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Keywords:
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Classification:
DDC: 330.015195 BKL: 83.03 Methoden und Techniken der Volkswirtschaft / 31.76 Numerische Mathematik / 54.72 Künstliche Intelligenz -
Source:
Table of contents eBook
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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IntroductionDixon, Matthew F. / Halperin, Igor / Bilokon, Paul et al. | 2020
- 2
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Probabilistic ModelingDixon, Matthew F. / Halperin, Igor / Bilokon, Paul et al. | 2020
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Bayesian Regression and Gaussian ProcessesDixon, Matthew F. / Halperin, Igor / Bilokon, Paul et al. | 2020
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Feedforward Neural NetworksDixon, Matthew F. / Halperin, Igor / Bilokon, Paul et al. | 2020
- 5
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InterpretabilityDixon, Matthew F. / Halperin, Igor / Bilokon, Paul et al. | 2020
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Sequence ModelingDixon, Matthew F. / Halperin, Igor / Bilokon, Paul et al. | 2020
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Probabilistic Sequence ModelingDixon, Matthew F. / Halperin, Igor / Bilokon, Paul et al. | 2020
- 8
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Advanced Neural NetworksDixon, Matthew F. / Halperin, Igor / Bilokon, Paul et al. | 2020
- 9
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Introduction to Reinforcement LearningDixon, Matthew F. / Halperin, Igor / Bilokon, Paul et al. | 2020
- 10
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Applications of Reinforcement LearningDixon, Matthew F. / Halperin, Igor / Bilokon, Paul et al. | 2020
- 11
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Inverse Reinforcement Learning and Imitation LearningDixon, Matthew F. / Halperin, Igor / Bilokon, Paul et al. | 2020
- 12
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Frontiers of Machine Learning and FinanceDixon, Matthew F. / Halperin, Igor / Bilokon, Paul et al. | 2020