Intelligent Data Analysis, Decision Making and Modelling Adaptive Financial Systems Using Hierarchical Neural Networks

2005 ◽  
pp. 775-781
Author(s):  
Masoud Mohammadian ◽  
Mark Kingham
Keyword(s):  
Neural Networks ◽  
Decision Making ◽  
Data Analysis ◽  
Intelligent Data Analysis ◽  
Financial Systems ◽  
Hierarchical Neural Networks

Hierarchical Neural Networks for Modelling Adaptive Financial Systems

2006 ◽  
pp. 109-123
Author(s):  
Masoud Mohammadian ◽  
Mark Kingham
Keyword(s):  
Neural Network ◽  
Neural Networks ◽  
Interest Rate ◽  
Interest Rates ◽  
Network System ◽  
Financial Systems ◽  
Neural Network System ◽  
Hierarchical Neural Network ◽  
Hierarchical Neural Networks ◽  
Accuracy Of Prediction

In this chapter, an intelligent hierarchical neural network system for prediction and modelling of interest rates in Australia is developed. A hierarchical neural network system is developed to model and predict 3 months’ (quarterly) interest-rate fluctuations. The system is further trained to model and predict interest rates for 6-month and 1-year periods. The proposed system is developed with first four and then five hierarchical neural networks to model and predict interest rates. Conclusions on the accuracy of prediction using hierarchical neural networks are also reported.

scholarly journals INTELLIGENT DATA ANALYSIS IN BIOMEDICAL RESEARCH: ARTIFICIAL NEURAL NETWORKS

Human Ecology ◽  
2021 ◽  
pp. 55-64
Author(s):  
A. N. Narkevich ◽  
K. A. Vinogradov ◽  
K. M. Paraskevopulo ◽  
A. M. Grjibovski
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Data Analysis ◽  
Biomedical Research ◽  
Intelligent Data Analysis ◽  
Artificial Neural

scholarly journals The Tools for Intelligent Data Analysis, Modeling and Forecasting of Social and Economic Processes.

2021 ◽  
pp. 35-47
Author(s):  
Yevgeniya A. Savchenko-Synyakova ◽  
◽  
Olena V. Tutova ◽  
Keyword(s):  
Decision Making ◽  
Economic Development ◽  
Data Analysis ◽  
Digital Economy ◽  
Regional Level ◽  
Decision Making Process ◽  
Intelligent Data Analysis ◽  
Modeling And Forecasting ◽  
Socio Economic Development

The tools of intellectual modeling in MS Excel are developed on the basis of a technique of the analysis, modeling and forecasting of difficult processes on a DB of social and economic processes which contains the information on the indicators characterizing the development of the digital economy of Ukraine. This will automate and improve the decision-making process in the field of socio-economic development of Ukraine both at the regional level and in comparison with other countries.

scholarly journals Application of Intellectual Methods of Data Analysis to Improve the Quality of Decision Making in Management of Resources for the Information Media System

2021 ◽  
Vol 27 (1) ◽  
pp. 014-019
Author(s):  
K. B. Shabanov ◽  
◽  
V. V. Alekseev ◽  
Keyword(s):  
Data Mining ◽  
Neural Networks ◽  
Decision Making ◽  
Fuzzy Logic ◽  
Data Analysis ◽  
Media System ◽  
Management Of Resources ◽  
Mining Methods ◽  
Information Media

In connection with the relevance of data analysis automation, basic data mining methods are considered, such as neural networks, genetic algorithms, and fuzzy logic methods. The essence of these methods and their practical applicability are shown, in particular, methods of fuzzy logic for the problem of improving the quality of decision-making when managing the resources of the information media system.

Medical Diagnosis from a Clinician’s Point of View

1978 ◽  
Vol 17 (01) ◽  
pp. 28-35
Author(s):  
F. T. De Dombal
Keyword(s):  
Decision Making ◽  
Data Analysis ◽  
Computer Science ◽  
Medical Diagnosis ◽  
Information Science ◽  
Point Of View ◽  
Joint Research ◽  
The World

This paper discusses medical diagnosis from the clinicians point of view. The aim of the paper is to identify areas where computer science and information science may be of help to the practising clinician. Collection of data, analysis, and decision-making are discussed in turn. Finally, some specific recommendations are made for further joint research on the basis of experience around the world to date.

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