Real-time approaches to computational economics: Self adaptive economic systems

Research output: Chapter in Book/Report/Conference proceedingChapterpeer-review


This chapter examines modelling of financial movement direction with Learn++ by forecasting the daily movement direction of the Dow Jones. The Learn++ approach is implemented using a multi-layer perceptron as a weak-learner, where this weak-learner is improved by making use of the Learn++ algorithm. In addition, the Learn++ algorithm introduces the concept of on-line incremental learning, which means that the proposed framework is able to adapt to new data.

Original languageEnglish
Title of host publicationAdvanced Information and Knowledge Processing
PublisherSpringer London
Number of pages21
Publication statusPublished - 2013

Publication series

NameAdvanced Information and Knowledge Processing
ISSN (Print)1610-3947
ISSN (Electronic)2197-8441

ASJC Scopus subject areas

  • Management Information Systems
  • Information Systems
  • Information Systems and Management
  • Artificial Intelligence


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