Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings - Part III
Publikation: Bücher und Anthologien › Sammelwerke und Anthologien › Forschung
Authors
The proceedings contain 12 papers. The special focus in this conference is on Mining Data for Financial Applications. The topics include: Privacy risk for individual basket patterns; exploring students eating habits through individual profiling and clustering analysis; calibrating the mean-reversion parameter in the hull-white model using neural networks; deep factor model: Explaining deep learning decisions for forecasting stock returns with layer-wise relevance propagation; a comparison of neural network methods for accurate sentiment analysis of stock market tweets; a progressive resampling algorithm for finding very sparse investment portfolios; ICIE 1.0: A novel tool for interactive contextual interaction explanations; testing for self-excitation in financial events: A bayesian approach; a web crawling environment to support financial strategies and trend correlation: – extended abstract –; a differential privacy workflow for inference of parameters in the rasch model.
Originalsprache | Englisch |
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Erscheinungsort | Cham |
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Verlag | Springer |
Band | 11053 |
Anzahl der Seiten | 706 |
ISBN (Print) | 978-3-030-10996-7 |
ISBN (elektronisch) | 978-3-030-10997-4 |
DOIs | |
Publikationsstatus | Erschienen - 2019 |
Veranstaltung | European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML PKDD 2018 - Dublin, Irland Dauer: 10.09.2018 → 14.09.2018 http://www.ecmlpkdd2018.org/ |
Publikationsreihe
Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
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Band | 11054 LNAI |
ISSN (Print) | 0302-9743 |
ISSN (elektronisch) | 1611-3349 |
- Wirtschaftsinformatik