Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings - Part III
Research output: Books and anthologies › Collected editions and anthologies › Research
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.
Original language | English |
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Place of Publication | Cham |
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Publisher | Springer |
Volume | 11053 |
Number of pages | 706 |
ISBN (print) | 978-3-030-10996-7 |
ISBN (electronic) | 978-3-030-10997-4 |
DOIs | |
Publication status | Published - 2019 |
Event | European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML PKDD 2018 - Dublin, Ireland Duration: 10.09.2018 → 14.09.2018 http://www.ecmlpkdd2018.org/ |
Publication series
Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
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Volume | 11054 LNAI |
ISSN (Print) | 0302-9743 |
ISSN (electronic) | 1611-3349 |
- Business informatics - artificial intelligence, bayesian networks, classification, data mining, Human-Computer Interaction (HCI), internet, learning algorithms, machine learning, natural language processing systems, neural networks, semantics, sensor, sensors, signal processing, social networks, ubiquitous computing, user interfaces, wireless networks, wireless telecommunication systems, World Wide Web