Guest editorial: Learning theory
Machine Learning
Improving the aggregating algorithm for regression
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Game-theoretic probability and defensive forecasting
Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come
Imprecise probability trees: Bridging two theories of imprecise probability
Artificial Intelligence
A Tutorial on Conformal Prediction
The Journal of Machine Learning Research
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
A Comparison of Two Approaches to Classify with Guaranteed Performance
PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
Reliable Probabilistic Classification and Its Application to Internet Traffic
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Cancer informatics by prototype networks in mass spectrometry
Artificial Intelligence in Medicine
A method for improving the accuracy of data mining classification algorithms
Computers and Operations Research
Hedged predictions for traditional Chinese chronic gastritis diagnosis with confidence machine
Computers in Biology and Medicine
Version Space Support Vector Machines
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
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
Efficient AdaBoost Region Classification
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
Predictions with Confidence in Applications
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
Detecting changes in unlabeled data streams using martingale
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
FR3: a fuzzy rule learner for inducing reliable classifiers
IEEE Transactions on Fuzzy Systems
Meta-conformity approach to reliable classification
Intelligent Data Analysis
Normalized nonconformity measures for regression Conformal Prediction
AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
Conformal prediction for distribution-independent anomaly detection in streaming vessel data
Proceedings of the First International Workshop on Novel Data Stream Pattern Mining Techniques
Expert Systems with Applications: An International Journal
Reliable Predictive Intervals for the Critical Frequency of the F2 Ionospheric Layer
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Neural networks as surrogate models for measurements in optimization algorithms
ASMTA'10 Proceedings of the 17th international conference on Analytical and stochastic modeling techniques and applications
Single-stacking conformity approach to reliable classification
AIMSA'10 Proceedings of the 14th international conference on Artificial intelligence: methodology, systems, and applications
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I
A hybrid particle swarm optimization approach for clustering and classification of datasets
Knowledge-Based Systems
Regression conformal prediction with nearest neighbours
Journal of Artificial Intelligence Research
Information, Divergence and Risk for Binary Experiments
The Journal of Machine Learning Research
Evaluating predictive uncertainty challenge
MLCW'05 Proceedings of the First international conference on Machine Learning Challenges: evaluating Predictive Uncertainty Visual Object Classification, and Recognizing Textual Entailment
Qualified probabilistic predictions using graphical models
ECSQARU'05 Proceedings of the 8th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
WSEAS Transactions on Information Science and Applications
Making decisions using sets of probabilities: updating, time consistency, and calibration
Journal of Artificial Intelligence Research
Probabilistic outputs for twin support vector machines
Knowledge-Based Systems
Surrogate modeling in the evolutionary optimization of catalytic materials
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Robust re-identification using randomness and statistical learning: Quo vadis
Pattern Recognition Letters
Likelihood-based Imprecise Regression
International Journal of Approximate Reasoning
Reliable probabilistic classification with neural networks
Neurocomputing
Secure semi-supervised vector quantization for dissimilarity data
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
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