Gated Bayesian Networks.
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| Superior document: | Linköping Studies in Science and Technology. Dissertations Series ; v.1851 |
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| Place / Publishing House: | Linköping : : Linkopings Universitet,, 2017. {copy}2017. |
| Year of Publication: | 2017 |
| Edition: | 1st ed. |
| Language: | English |
| Series: | Linköping Studies in Science and Technology. Dissertations Series
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| Online Access: | |
| Physical Description: | 1 online resource (243 pages) |
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Table of Contents:
- Intro
- ABSTRACT
- Populärvetenskaplig sammanfattning
- Acknowledgments
- Contents
- List of Figures
- List of Tables
- Chapter 1 Introduction
- Chapter 2 Background
- Chapter 3 Learning gated Bayesian networks for algorithmic trading
- Chapter 4 Detecting regimes using gated Bayesian networks
- Chapter 5 Regime aware learning of Bayesian networks
- Chapter 6 Modelling regimes using Bayesian network mixtures
- Chapter 7 Modelling causal scenarios using gated models
- Chapter 8 Conclusions and future work
- Bibliography
- Appendix A
- Appendix B
- Appendix C
- Appendix D.