Decision theoretic generalizations of the PAC model for neural net and other learning applications
Information and Computation
Toward Efficient Agnostic Learning
Machine Learning - Special issue on computational learning theory, COLT'92
An experimental and theoretical comparison of model selection methods
COLT '95 Proceedings of the eighth annual conference on Computational learning theory
PAC-like upper bounds for the sample complexity of leave-one-out cross-validation
COLT '96 Proceedings of the ninth annual conference on Computational learning theory
Rigorous learning curve bounds from statistical mechanics
Machine Learning - Special issue on COLT '94
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Estimation of Dependences Based on Empirical Data: Springer Series in Statistics (Springer Series in Statistics)
A study of cross-validation and bootstrap for accuracy estimation and model selection
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Cross-validation for binary classification by real-valued functions: theoretical analysis
COLT' 98 Proceedings of the eleventh annual conference on Computational learning theory
Beating the hold-out: bounds for K-fold and progressive cross-validation
COLT '99 Proceedings of the twelfth annual conference on Computational learning theory
Estimating generalization error using out-of-bag estimates
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Empirical Data Modeling in Software Engineering Using Radial Basis Functions
IEEE Transactions on Software Engineering
Local overfitting control via leverages
Neural Computation
Inference for the Generalization Error
Machine Learning
Prediction of flow stress for carbon steels using recurrent self-organizing neuro fuzzy networks
Expert Systems with Applications: An International Journal
Pattern recognition with SVM and dual-tree complex wavelets
Image and Vision Computing
Accuracy estimation with clustered dataset
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
Information and Software Technology
ECML '07 Proceedings of the 18th European conference on Machine Learning
Sample Selection Bias Correction Theory
ALT '08 Proceedings of the 19th international conference on Algorithmic Learning Theory
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
International Journal of Approximate Reasoning
Semi-analytical method for analyzing models and model selection measures based on moment analysis
ACM Transactions on Knowledge Discovery from Data (TKDD)
An overview of advances in reliability estimation of individual predictions in machine learning
Intelligent Data Analysis
Auto-correlation wavelet support vector machine
Image and Vision Computing
Stability Bounds for Stationary φ-mixing and β-mixing Processes
The Journal of Machine Learning Research
MRA Kernel matching pursuit machine
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
The Knowledge Engineering Review
Engineering Applications of Artificial Intelligence
Expert Systems with Applications: An International Journal
Multi-scale support vector machine for regression estimation
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
Genetically optimized hybrid fuzzy neural networks in modeling software data
MDAI'05 Proceedings of the Second international conference on Modeling Decisions for Artificial Intelligence
Relation-based neurofuzzy networks with evolutionary data granulation
Mathematical and Computer Modelling: An International Journal
Hi-index | 0.02 |