Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018, Dublin, Ireland, September 10-14, 2018, Proceedings - Part III

Publikation: Bücher und AnthologienSammelwerke und AnthologienForschung

Authors

  • Ulf Brefeld (Herausgeber*in)
  • Edward Curry (Herausgeber*in)
  • Elizabeth Daly (Herausgeber*in)
  • Brian MacNamee (Herausgeber*in)
  • Alice Marascu (Herausgeber*in)
  • Fabio Pinelli (Herausgeber*in)
  • Michele Berlingerio (Herausgeber*in)
  • Neil Hurley (Herausgeber*in)

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.

OriginalspracheEnglisch
ErscheinungsortCham
VerlagSpringer Verlag
Band11053
Anzahl der Seiten706
ISBN (Print)978-3-030-10996-7
ISBN (elektronisch)978-3-030-10997-4
DOIs
PublikationsstatusErschienen - 2019
VeranstaltungEuropean Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML PKDD 2018 - Dublin, Irland
Dauer: 10.09.201814.09.2018
http://www.ecmlpkdd2018.org/

Publikationsreihe

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Band11054 LNAI
ISSN (Print)0302-9743
ISSN (elektronisch)1611-3349

DOI

Zuletzt angesehen

Aktivitäten

  1. Combining an Internal SMC with an External MTPA Control Loop for an Interior PMSM
  2. Concurrent Reconceptualization of Concurrent Sourcing
  3. Applied Econometrics with Stata for PhD Students
  4. Doing the right things at the right time: How negotiators make trade-offs in sequential resource allocation negotiations
  5. Global Classroom. Introduction, presentation and workshop
  6. Workshop "Digital Art History: Challenges, Tools and Practical Solutions" - 2011
  7. CTRL + F_eminist futures: Hacking algorithmic architectures of cities to come
  8. CSR communcation: trigger of crisis risk?
  9. Multimodal Networks and Generative AI and Its Applications to Visual Culture. A Critical Perspective
  10. Maximum-Likelihood-Based Panel Cointegration Testing
  11. Revitalizing the Script as a Concept to Understand Structure and Agency in Institutional Theory
  12. Validation of school inspection frameworks and methods
  13. Workshop "Marked-based Instruments (MBI) for Ecosystem Services and Nature Protection" - 2011
  14. MDPI (Verlag)
  15. An Adaptive Resonance Regulator for an Actuator using Periodic Signals in Camless Engine Systems
  16. Artificial Intelligence, Human Expertise: the Case of Provenance Linked Open Data
  17. Co-supervisor of the dissertation "Multi-trophic interactions and functional diversity in biodiversity experiments."
  18. PEER Workshop, Aalto University, Helsinki
  19. An Optimal and Stabilising PI Controller with an Anti-windup Scheme for a Purification Process of Potable Water
  20. Coupled component modelling for inter- and transdisciplinariy climate change impact reserach: dimensions of integration and examples of interface design