Applications of Artificial Intelligence in Finance and Economics, Volume 19 (Advances in Econometrics)
|
Description
|
Artificial intelligence is a consortium of data-driven methodologies which includes artificial neural networks, genetic algorithms, fuzzy logic, probabilistic belief networks and machine learning as its components. We have witnessed a phenomenal impact of this data-driven consortium of methodologies in many areas of studies, the economic and financial fields being of no exception. In particular, this volume of collected works will give examples of its impact on the field of economics and finance. This volume is the result of the selection of high-quality papers presented at a special session entitled 'Applications of Artificial Intelligence in Economics and Finance' at the '2003 International Conference on Artificial Intelligence' (IC-AI '03) held at the Monte Carlo Resort, Las Vegas, Nevada, USA, June 23-26 2003. The special session, organised by Jane Binner, Graham Kendall and Shu-Heng Chen, was presented in order to draw attention to the tremendous diversity and richness of the applications of artificial intelligence to problems in Economics and Finance. This volume should appeal to economists interested in adopting an interdisciplinary approach to the study of economic problems, computer scientists who are looking for potential applications of artificial intelligence and practitioners who are looking for new perspectives on how to build models for everyday operations.
There are still many important Artificial Intelligence disciplines yet to be covered. Among them are the methodologies of independent component analysis, reinforcement learning, inductive logical programming, classifier systems and Bayesian networks, not to mention many ongoing and highly fascinating hybrid systems. A way to make up for their omission is to visit this subject again later. We certainly hope that we can do so in the near future with another volume of 'Applications of Artificial Intelligence in Economics and Finance'.
|
Other books on Artificial Intelligence
Automatic Speech Recognition on Mobile Devices and over Communication Networks (Advances in Pattern Recognition)
Machine Learning in Document Analysis and Recognition (Studies in Computational Intelligence)
Artificial Intelligence for Advanced Problem Solving Techniques
50 Years of Artificial Intelligence: Essays Dedicated to the 50th Anniversary of Artificial Intelligence (Lecture Notes in Computer Science)
Fundamentals of the New Artificial Intelligence: Neural, Evolutionary, Fuzzy and More (Texts in Computer Science)
Progress in Pattern Recognition, Image Analysis and Applications: 12th Iberoamerican Congress on Pattern Recognition, CIARP 2007,Valpariso, Chile, November ... (Lecture Notes in Computer Science)
Current Topics in Artificial Intelligence: 12th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2007, Salamanca, Spain, November ... Papers (Lecture Notes in Computer Science)
Expert Systems in Chemistry Research
Toward Artificial Sapience: Principles and Methods for Wise Systems
Machine Learning for Audio, Image and Video Analysis: Theory and Applications (Advanced Information and Knowledge Processing)
Biologically Inspired Artificial Intelligence for Computer Games
Character Recognition Systems: A Guide for Students and Practitioners
Machine Learning for Multimedia Content Analysis (Multimedia Systems and Applications)
Artificial Intelligence: A Systems Approach (w/CDROM)(Computer Science) (Engineering)(AI) (Engineering)
Artificial Intelligence with Uncertainty
|
|
