On the use of knowledge-based decision support systems in financial management: a survey
Decision Support Systems
Neural Logic Networks: A New Class of Neural Networks
Neural Logic Networks: A New Class of Neural Networks
Trading on the Edge: Neural, Genetic, and Fuzzy Systems for Chaotic Financial Markets
Trading on the Edge: Neural, Genetic, and Fuzzy Systems for Chaotic Financial Markets
Genetic Algorithms and Genetic Programming in Computational Finance
Genetic Algorithms and Genetic Programming in Computational Finance
Best Websites for Financial Professionals, Business Appraisers, and Accountants
Best Websites for Financial Professionals, Business Appraisers, and Accountants
Financial Modeling Using Excel and VBA
Financial Modeling Using Excel and VBA
Structural Search Spaces and Genetic Operators
Evolutionary Computation
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Review: Expert systems and evolutionary computing for financial investing: A review
Expert Systems with Applications: An International Journal
A web usage mining algorithm for web personalization
Intelligent Decision Technologies
A gaussian random field model of smooth fitness landscapes
Proceedings of the tenth ACM SIGEVO workshop on Foundations of genetic algorithms
Canonical representation genetic programming
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Intelligent technologies for investing: a review of engineering literature
Intelligent Decision Technologies
Using genetic algorithm to support portfolio optimization for index fund management
Expert Systems with Applications: An International Journal
Bankruptcy prediction with neural logic networks by means of grammar-guided genetic programming
Expert Systems with Applications: An International Journal
Computer
Knowledge-based interaction in software development
Intelligent Decision Technologies
Gradualness Facilitates Knowledge Refinement
IEEE Transactions on Pattern Analysis and Machine Intelligence
Guest Editorial Special Issue on Knowledge Extraction and Incorporation in Evolutionary Computation
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Knowledge-intensive genetic discovery in foreign exchange markets
IEEE Transactions on Evolutionary Computation
FIDS: an intelligent financial Web news articles digest system
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
A comparison of nonlinear methods for predicting earnings surprises and returns
IEEE Transactions on Neural Networks
An extended ASLD trading system to enhance portfolio management
IEEE Transactions on Neural Networks
Improving option pricing with the product constrained hybrid neural network
IEEE Transactions on Neural Networks
| Hi-index | 0.00 |
Can knowledge about financial statements be incorporated in an investing system that improves itself via evolutionary computing? Experiments using neural logic networks and genetic algorithms were implemented. A neural logic network for processing financial ratios and biasing financial forecasts proves resistant to neural network learning. A genetic algorithm for weighting financial attributes and considering industry category also did not demonstrate gradual improvement. The experiments reveal the dilemmas of missing data and inherently unpredictable attribute values. More importantly, the results show the challenges of getting the representation, the fitness measure, and the change operators to mesh in such a way that the search space manifests gradualness. Recommendations include exploiting the declarative nature of Excel programming and involving the user in guiding changes.