Application of Artificial Intelligence and Data Mining Techniques to Financial Markets

@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.