Identifying Patterns in Financial Markets: New Approach Combining Rules Between Pips and Sax

ISBN-13: 9783319701592 / Angielski / Miękka / 2018 / 66 str.

Joao Leitao; Rui Neves; Nuno Horta

Opis

This book describes a new pattern discovery approach based on the combination among rules between Perceptually Important Points (PIPs) and the Symbolic Aggregate approximation (SAX) representation optimized by Genetic Algorithm (GA).

Spis treści

Introduction.- Related Work.- SIR/GA approach.- Case studies.

O autorze

João Maria Rodrigues Leitão is a software engineer at PASS, S.A., Portugal. His research activity focus on pattern recognition and evolutionary computation in financial markets.

Rui Ferreira  Neves is a professor at Instituto Superior Técnico, Portugal, since 2005. His research activity focus on evolutionary computation and pattern matching applied to the financial markets, sensor networks, embedded systems and mixed signal integrated circuits. He uses both fundamental, technical and pattern matching indicators to find the evolution of the financial markets.

Nuno Horta is the Head of the Integrated Circuits Group at Instituto de Telecomunicações, Portugal. His research interests are mainly in analog and mixed-signal IC design, analog IC design automation, soft computing and data science.