↓ Skip to main content
What is this page? Embed badge

Neural networks for conditional probability estimation : forecasting beyond point predictions

Overview of attention for book
Cover of 'Neural networks for conditional probability estimation : forecasting beyond point predictions'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Introduction
  3. Altmetric Badge
    Chapter 2 A Universal Approximator Network for Predicting Conditional Probability Densities
  4. Altmetric Badge
    Chapter 3 A Maximum Likelihood Training Scheme
  5. Altmetric Badge
    Chapter 4 Benchmark Problems
  6. Altmetric Badge
    Chapter 5 Demonstration of the Model Performance on the Benchmark Problems
  7. Altmetric Badge
    Chapter 6 Random Vector Functional Link (RVFL) Networks
  8. Altmetric Badge
    Chapter 7 Improved Training Scheme Combining the Expectation Maximisation (EM) Algorithm with the RVFL Approach
  9. Altmetric Badge
    Chapter 8 Empirical Demonstration: Combining EM and RVFL
  10. Altmetric Badge
    Chapter 9 A simple Bayesian regularisation scheme
  11. Altmetric Badge
    Chapter 10 The Bayesian Evidence Scheme for Regularisation
  12. Altmetric Badge
    Chapter 11 The Bayesian Evidence Scheme for Model Selection
  13. Altmetric Badge
    Chapter 12 Demonstration of the Bayesian Evidence Scheme for Regularisation
  14. Altmetric Badge
    Chapter 13 Network Committees and Weighting Schemes
  15. Altmetric Badge
    Chapter 14 Demonstration: Committees of Networks Trained with Different Regularisation Schemes
  16. Altmetric Badge
    Chapter 15 Automatic Relevance Determination (ARD)
  17. Altmetric Badge
    Chapter 16 A Real-World Application: The Boston Housing Data
  18. Altmetric Badge
    Chapter 17 Summary
  19. Altmetric Badge
    Chapter 18 Appendix: Derivation of the Hessian for the Bayesian Evidence Scheme
Attention for Chapter 4: Benchmark Problems
Altmetric Badge

Citations

dimensions_citation
86 Dimensions
Summary Dimensions citations
So far, Dimensions has found 86 publications that cite this research output.

86

The most recent citing publications are shown below. View all 86 publications that cite this research output on Dimensions.

This page shows the most recent citations of this research output.

Click here to find out how to access more activity.

This page is provided by Altmetric.