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

Forschende

  1. Jonas Dix

Publikationen

  1. Representation for interactive exercises
  2. Temporal processes in prime–mask interaction
  3. Autonomy of Migration Despite Its Securitisation? Facing the Terms and Conditions of Biometric Rebordering
  4. RAWSim-O: A Simulation Framework for Robotic Mobile Fulfillment Systems
  5. The use of a monolithic column to improve the simultaneous determination of caffeine, paracetamol, pseudoephedrine, aspirin, dextromethorphan, chlorpheniramine in pharmaceutical formulations by HPLC-A comparison with a conventional reversed-phase silica-based column
  6. The Politics of (Non)Knowledge in the (Un)Making of Migration
  7. The Network Dynamics of Movements
  8. A toolkit for robust risk assessment using F-divergences
  9. Estimated substitution elasticities of a nested CES production function approach for Germany
  10. A blueprint for mapping and modelling ecosystem services
  11. The same, but different
  12. Engaging creatively with tension in collaborative research
  13. Dynamic material flow analysis in the life cycle assessment tool chain
  14. Does it take two to Tango?
  15. Comparative effectiveness of guided internet-based stress management training versus established in-person group training in employees – study protocol for a pragmatic, randomized, non-inferiority trial
  16. Dispersal and diversity–unifying scale-dependent relationships within the neutral theory
  17. Crisis in Social Practices? Experiences from the Research Project "Blocked Transistion? Spaces of Thinking and Action in Sustainable Regional Development"
  18. Summary and Outlook
  19. Effect of salinity on growth of mussels, Mytilus edulis, with special reference to Great Belt (Denmark)
  20. Learning in participatory environmental governance – its antecedents and effects. Findings from a case survey meta-analysis
  21. A Note on Smoking Behavior and Health Risk Taking
  22. Analysis of polychlorinated biphenyl (PCB)-induced modification of protein expression in primary hepatocytes from harbour seals
  23. Lasst es brennen!
  24. Geistessterben
  25. Turn Around
  26. Voß, Hans-Alexander von
  27. Gamification
  28. Beware, Grammar Police: Grammar and Spelling (Norms) as Positioning Tools on the Internet
  29. Was ist Personalentwicklung wert?
  30. 'Summoning art to save the city': A Note