HILOVSKÁ, Katarína and Peter KONCZ. Application of Artificial Intelligence and Data Mining Techniques to Financial Markets. ACTA VŠFS. Praha: Vysoká škola finanční a správní, o.p.s., 2012, vol. 2012, No 1, p. 62-76. ISSN 1802-792X. |
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@article{3061, author = {Hilovská, Katarína and Koncz, Peter}, article_location = {Praha}, article_number = {1}, keywords = {artificial intelligence; data mining; financial markets; forecasting; stock exchange}, language = {eng}, issn = {1802-792X}, journal = {ACTA VŠFS}, title = {Application of Artificial Intelligence and Data Mining Techniques to Financial Markets}, volume = {2012}, year = {2012} }
TY - JOUR ID - 3061 AU - Hilovská, Katarína - Koncz, Peter PY - 2012 TI - Application of Artificial Intelligence and Data Mining Techniques to Financial Markets JF - ACTA VŠFS VL - 2012 IS - 1 SP - 62-76 EP - 62-76 PB - Vysoká škola finanční a správní, o.p.s. SN - 1802792X KW - artificial intelligence KW - data mining KW - financial markets KW - forecasting KW - stock exchange N2 - The aim of artificial intelligence is to discover mechanisms of adaptation in a changing environment with utilisation of intelligence, for instance in the ability to exclude unlikely solutions. Artificial intelligence methods have extensive application in different fields such as medicine, games, transportation, or heavy industry. This paper deals with interdisciplinary issues – interconnection of artificial intelligence and finance. The paper briefly describes techniques of data mining, expert systems and agent based computation intelligence and specifies the types of tasks solved by these techniques in the context of financial tasks. It provides deeper insight into potential usage of intelligent systems on financial markets. ER -
HILOVSKÁ, Katarína and Peter KONCZ. Application of Artificial Intelligence and Data Mining Techniques to Financial Markets. \textit{ACTA VŠFS}. Praha: Vysoká škola finanční a správní, o.p.s., 2012, vol.~2012, No~1, p.~62-76. ISSN~1802-792X.
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