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Mining Data for Financial Applications : 5th ECML PKDD Workshop, MIDAS 2020, Ghent, Belgium, September 18, 2020, Revised Selected Papers

Authors :
Valerio Bitetta
Ilaria Bordino
Andrea Ferretti
Francesco Gullo
Giovanni Ponti
Lorenzo Severini
Valerio Bitetta
Ilaria Bordino
Andrea Ferretti
Francesco Gullo
Giovanni Ponti
Lorenzo Severini
Publication Year :
2021

Abstract

This book constitutes revised selected papers from the 5th Workshop on Mining Data for Financial Applications, MIDAS 2020, held in conjunction with ECML PKDD 2020, in Ghent, Belgium, in September 2020.•The 8 full and 3 short papers presented in this volume were carefully reviewed and selected from 15 submissions. They deal with challenges, potentialities, and applications of leveraging data-mining tasks regarding problems in the financial domain. •The workshop was held virtually due to the COVID-19 pandemic. “Information Extraction from the GDELT Database to Analyse EU Sovereign Bond Markets” and “Exploring the Predictive Power of News and Neural Machine Learning Models for Economic Forecasting” are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Details

Language :
English
ISBNs :
9783030669805 and 9783030669812
Volume :
12591
Database :
eBook Index
Journal :
Mining Data for Financial Applications : 5th ECML PKDD Workshop, MIDAS 2020, Ghent, Belgium, September 18, 2020, Revised Selected Papers
Publication Type :
eBook
Accession number :
2730163