Ridge Regression Confidence Machine

Prediction algorithms and confidence measures based on algorithmic randomness theory

Theoretical Computer Science - Natural computing

Comparing the Bayes and Typicalness Frameworks

EMCL '01 Proceedings of the 12th European Conference on Machine Learning

Transductive Confidence Machines for Pattern Recognition

ECML '02 Proceedings of the 13th European Conference on Machine Learning

Inductive Confidence Machines for Regression

ECML '02 Proceedings of the 13th European Conference on Machine Learning

Pattern Recognition and Density Estimation under the General i.i.d. Assumption

COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory

Quality assessment of individual classifications in machine learning and data mining

Knowledge and Information Systems

Criterion of calibration for transductive confidence machine with limited feedback

Theoretical Computer Science - Algorithmic learning theory

Empirical Analysis of Reliability Estimates for Individual Regression Predictions

DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery

Estimation of individual prediction reliability using the local sensitivity analysis

Applied Intelligence

Comparison of approaches for estimating reliability of individual regression predictions

Data & Knowledge Engineering

An overview of advances in reliability estimation of individual predictions in machine learning

Intelligent Data Analysis

Normalized nonconformity measures for regression Conformal Prediction

AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications

Open world face recognition with credibility and confidence measures

AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication

Subsets more representative than random ones

ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications

Review:

The Knowledge Engineering Review

Neural networks regression inductive conformal predictor and its application to total electron content prediction

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I

Regression conformal prediction with nearest neighbours

Journal of Artificial Intelligence Research

Confidence-Based color modeling for online video segmentation

ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II

2011 Special Issue: Reliable prediction intervals with regression neural networks

Neural Networks

Reliable probabilistic classification with neural networks

Neurocomputing