Sequential Pattern Mining of Price Interactions

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The computational analysis of large quantities of data is an important asset for the economic study of interactions among social agents. However, most of available frequent pattern discovery techniques result in a huge number of rules and scalability problems that end up requiring unnecessary subjectivity in data interpretation. This work presents Ramex-Forum, a visualization technique that can high- light important relations often hidden in economic data. A case study using recent asset prices on global economic data confirm the usefulness of the approach for expressing economic influence cues as poly-trees.
Original languageUnknown
Title of host publicationEPIA LOCAL Proceedings - Advances In Artificial Intelligence
PublisherAPPIA - Associação Portuguesa para a Inteligência Artificial
Pages284-295
ISBN (Print)978-989-95489-1-6
Publication statusPublished - 1 Jan 2013
EventEPIA - XVI Portuguese Conference on Artificial Intelligence -
Duration: 1 Jan 2013 → …

Conference

ConferenceEPIA - XVI Portuguese Conference on Artificial Intelligence
Period1/01/13 → …

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