Lecture Notes in Artificial Intelligence

ECML PKDD 2018 Workshops

MIDAS 2018 and PAP 2018, Dublin, Ireland, September 10-14, 2018, Proceedings

Editors: Alzate, C., Monreale, A., Bioglio, L., Bitetta, V., Bordino, I., Caldarelli, G., Ferretti, A., Guidotti, R., Gullo, F., Pascolutti, S., Pensa, R.G., Robardet, C., Squartini, T. (Eds.)

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About this book

This book constitutes revised selected papers from two workshops held at the 18th European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2018, in Dublin, Ireland, in September 2018, namely:

MIDAS 2018 – Third Workshop on Mining Data for Financial Applications
and
PAP 2018 – Second International Workshop on Personal Analytics and Privacy.

The 12 papers presented in this volume were carefully reviewed and selected from a total of 17 submissions.

 

Table of contents (12 chapters)

Table of contents (12 chapters)
  • A Multivariate and Multi-step Ahead Machine Learning Approach to Traditional and Cryptocurrencies Volatility Forecasting

    De Stefani, Jacopo (et al.)

    Pages 7-22

  • Calibrating the Mean-Reversion Parameter in the Hull-White Model Using Neural Networks

    Moysiadis, Georgios (et al.)

    Pages 23-36

  • Deep Factor Model

    Nakagawa, Kei (et al.)

    Pages 37-50

  • A Comparison of Neural Network Methods for Accurate Sentiment Analysis of Stock Market Tweets

    Tabari, Narges (et al.)

    Pages 51-65

  • A Progressive Resampling Algorithm for Finding Very Sparse Investment Portfolios

    Hassinen, Marko (et al.)

    Pages 66-80

Buy this book

eBook $44.99
price for USA in USD (gross)
  • ISBN 978-3-030-13463-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $59.99
price for USA in USD
  • ISBN 978-3-030-13462-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
ECML PKDD 2018 Workshops
Book Subtitle
MIDAS 2018 and PAP 2018, Dublin, Ireland, September 10-14, 2018, Proceedings
Editors
  • Carlos Alzate
  • Anna Monreale
  • Livio Bioglio
  • Valerio Bitetta
  • Ilaria Bordino
  • Guido Caldarelli
  • Andrea Ferretti
  • Riccardo Guidotti
  • Francesco Gullo
  • Stefano Pascolutti
  • Ruggero G. Pensa
  • Celine Robardet
  • Tiziano Squartini
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
11054
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-13463-1
DOI
10.1007/978-3-030-13463-1
Softcover ISBN
978-3-030-13462-4
Edition Number
1
Number of Pages
X, 173
Number of Illustrations
20 b/w illustrations, 50 illustrations in colour
Topics