Cost-sensitive pruning of decision trees

The Multiscale Classifier

IEEE Transactions on Pattern Analysis and Machine Intelligence

ROC curves and the X2 test

Pattern Recognition Letters

An Instance-Weighting Method to Induce Cost-Sensitive Trees

IEEE Transactions on Knowledge and Data Engineering

Boosting Cost-Sensitive Trees

DS '98 Proceedings of the First International Conference on Discovery Science

An Evolutionary Algorithm for Cost-Sensitive Decision Rule Learning

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

An iterative method for multi-class cost-sensitive learning

Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining

Training Cost-Sensitive Neural Networks with Methods Addressing the Class Imbalance Problem

IEEE Transactions on Knowledge and Data Engineering

Hybrid approaches for classification under information acquisition cost constraint

Decision Support Systems

Comparison of classification accuracy using Cohen's Weighted Kappa

Expert Systems with Applications: An International Journal

Multi-class cost-sensitive boosting with p-norm loss functions

Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining

Cost-sensitive learning with conditional Markov networks

Data Mining and Knowledge Discovery

Evolutionary Induction of Decision Trees for Misclassification Cost Minimization

ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I

Use of expert knowledge for decision tree pruning

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 4

Cost-sensitive classification: empirical evaluation of a hybrid genetic decision tree induction algorithm

Journal of Artificial Intelligence Research

Hybrid approaches for classification under information acquisition cost constraint

Decision Support Systems

CSNL: A cost-sensitive non-linear decision tree algorithm

ACM Transactions on Knowledge Discovery from Data (TKDD)

Empirical system learning for statistical pattern recognition with non-uniform error criteria

IEEE Transactions on Signal Processing

Maximal-margin approach for cost-sensitive learning based on scaled convex hull

ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part I

Costs-sensitive classification in multistage classifier with fuzzy observations of object features

HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II

Evolutionary induction of cost-sensitive decision trees

ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems

Comparison of cost for zero-one and stage-dependent fuzzy loss function

ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part I

A cost-sensitive decision tree approach for fraud detection

Expert Systems with Applications: An International Journal