ECML PKDD 2018 Workshops : MIDAS 2018 and PAP 2018, Dublin, Ireland, September 10-14, 2018, Proceedings /: MIDAS 2018 and PAP 2018, Dublin, Ireland, September 10-14, 2018, Proceedings. (2019)

• Record Type: Book
• Further Information: Note: Editors: Carlos Alzate, Anna Monreale [and eleven others].
• Editors: Alzate, Carlos; Monreale, Anna
• Other Names: ECML PKDD (Conference), 18th; MIDAS (Workshop), 3rd; PAP (Workshop), 2nd
• Contents: A Multivariate and Multi-step ahead Machine Learning Approach to Traditional and Cryptocurrencies Volatility Forecasting.- Calibrating the Mean-reversion Parameter in the Hull-White Model Using NeuralNetworks.- 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.- A differential privacy workflow for inference of parameters in the Rasch model.- Privacy Preserving Client/Vertical-Servers Classification.- Privacy Risk for Individual Basket Patterns.- Exploring Students Eating Habits through Individual Profiling and Clustering Analysis.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2019
• Extent: 1 online resource (x, 173 pages), illustrations (some color)
• Subjects: 006.3/1; Machine learning -- Congresses; Data mining -- Congresses; Electronic books
• Languages: English
• ISBNs: 9783030134631; 3030134636
• Related ISBNs: 9783030134624
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed February 11, 2019).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.