|
74
|
Nonlinear Gated Experts for Time Series: Discovering Regimes and Avoiding Overfitting
– Andreas S. Weigend, Morgan Mangeas, Ashok N. Srivastava
- 1995
|
|
976
|
Multilayer feedforward networks are universal approximators
– K M Hornik, M Stinchcombe, H White
- 1989
|
|
15
|
Support vector machines experts for time series forecasting. Neurocomputing 51
– L Cao
- 2003
|
|
24
|
Neural networks in the capital markets
– A Refenes
- 1995
|
|
8
|
Guidelines for Financial Forecasting with Neural Networks
– Jingtao Yao, Palmerston North, Chew Lim TAN
- 2001
|
|
20
|
Financial Time Series Forecasting using Support Vector Machines. Neurocomputing 55
– K Kim
- 2002
|
|
16
|
Forecasting stock market movement direction with support vector machine
– W Huang, Y Nakamori, S-Y Wang
|
|
21
|
Application of support vector machines in financial time series forecasting. Omega 9
– F E H Tay, L J Cao
- 2001
|
|
17
|
Adaptive stepsize algorithms for on-line training of neural networks", Nonlinear Analysis: Theory
– G D Magoulas, V P Plagianakos, M N Vrahatis
- 2001
|
|
17
|
Local Dynamic Modeling with Self-Organizing Maps and Applications to Nonlinear System Identification and Control
– Jose C. Principe, Ludong Wang, Mark A. Motter
- 1998
|
|
19
|
The new k-windows algorithm for improving the k-means clustering algorithm
– M N VRAHATIS, B BOUTSINAS, P ALEVIZOS, G PAVLIDES
|
|
30
|
Approximation theory of the MLP model in neural networks
– Allan Pinkus
- 1999
|
|
239
|
A scaled conjugate gradient algorithm for fast supervised learning
– Martin F. Møller
- 1993
|
|
114
|
Connectionist Nonparametric Regression: Multilayer Feedforward Networks
– H White
- 1990
|
|
83
|
Determining embedding dimension for phase-space reconstruction using a geometrical construction
– M Kennel, R Brown, H Abarbanel
- 1992
|
|
505
|
A Direct Adaptive Method for Faster Backpropagation Learning: The RPROP Algorithm
– Martin Riedmiller, Heinrich Braun
- 1993
|
|
36
|
Neural networks for financial forecasting
– E Gately
- 1996
|
|
15
|
Intellignet systems and financial forecasting
– J Kingdon
- 1997
|
|
6
|
Data mining in finance: Advances in relational and hybrid methods
– B Kovalerchuk, E Vityaev
- 2000
|
