Mining data for financial applications : 4th ECML PKDD Workshop, MIDAS 2019, Würzburg, Germany, September 16, 2019, Revised selected papers /: 4th ECML PKDD Workshop, MIDAS 2019, Würzburg, Germany, September 16, 2019, Revised selected papers. (2020)

• Record Type: Book
• Other Titles: MIDAS 2019
• Further Information: Note: Valerio Bitetta, Ilaria Bordino, Andrea Ferretti, Francesco Gullo, Stefano Pascolutti, Giovanni Ponti (eds.).
• Editors: Bitetta, Valerio; Bordino, Ilaria; Ferretti, Andrea; Gullo, Francesco; Pascolutti, Stefano; Ponti, Giovanni
• Other Names: MIDAS (Workshop), 4th; ECML PKDD (Conference)
• Contents: MQLV: Optimal Policy of Money Management in Retail Banking with Q-Learning.- Curriculum Learning in Deep Neural Networks for Financial Forecasting.- Representation Learning in Graphs for Credit Card Fraud Detection.- Firms Default Prediction with Machine Learning.- Convolutional Neural Networks, Image Recognition and Financial Time Series Forecasting.- Mining Business Relationships from Stocks and News.- Mining Financial Risk Events from News and Assessing their impact on Stocks.- Monitoring the Business Cycle with Fine-grained, Aspect-based Sentiment Extraction from News.- Multi-step Prediction of Financial Asset Return Volatility Using Parsimonious Autoregressive Sequential Model.- Big Data Financial Sentiment Analysis in the European Bond Markets.- A Brand Scoring System for Cryptocurrencies Based on Social Media Data.
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Extent: 1 online resource (ix, 133 pages), illustrations (some color)
• Subjects: 006.3; Data mining -- Congresses; Finance -- Data processing -- Congresses; Data protection -- Congresses; Big data -- Security measures -- Congresses; Electronic books
• Languages: English
• ISBNs: 9783030377205; 3030377202
• Related ISBNs: 9783030377199
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed January 21, 2020).
• 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.