Prediction algorithms and confidence measures based on algorithmic randomness theory
Theoretical Computer Science - Natural computing
A Universal Well-Calibrated Algorithm for On-line Classification
The Journal of Machine Learning Research
Transductive machine learning for reliable medical diagnostics
Journal of Medical Systems - Special issue: Computer-based medical systems
Open Set Face Recognition Using Transduction
IEEE Transactions on Pattern Analysis and Machine Intelligence
Quality assessment of individual classifications in machine learning and data mining
Knowledge and Information Systems
A Boolean measure of similarity
Discrete Applied Mathematics - Special issue: Discrete algorithms and optimization, in honor of professor Toshihide Ibaraki at his retirement from Kyoto University
Criterion of calibration for transductive confidence machine with limited feedback
Theoretical Computer Science - Algorithmic learning theory
Well-calibrated predictions from on-line compression models
Theoretical Computer Science - Algorithmic learning theory
Hybrid coevolutionary algorithms vs. SVM algorithms
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Feature synthesized EM algorithm for image retrieval
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Strangeness-based feature weighting and classification of gene expression profiles
Proceedings of the 2008 ACM symposium on Applied computing
Off-Line Learning with Transductive Confidence Machines: An Empirical Evaluation
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
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
Using a similarity measure for credible classification
Discrete Applied Mathematics
Hedged predictions for traditional Chinese chronic gastritis diagnosis with confidence machine
Computers in Biology and Medicine
An overview of advances in reliability estimation of individual predictions in machine learning
Intelligent Data Analysis
Meta-Typicalness Approach to Reliable Classification
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
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