Guest editorial: special issue on utility-based data mining

Improving Generalization with Active Learning

Machine Learning - Special issue on structured connectionist systems

Objective-Oriented Utility-Based Association Mining

ICDM '02 Proceedings of the 2002 IEEE International Conference on Data Mining

Active Sampling for Class Probability Estimation and Ranking

Machine Learning

Proceedings of the 1st international workshop on Utility-based data mining

UBDM '05 Proceedings of the 1st international workshop on Utility-based data mining

Mining itemset utilities from transaction databases

Data & Knowledge Engineering - Special issue: ER 2003

Maximizing classifier utility when there are data acquisition and modeling costs

Data Mining and Knowledge Discovery

PRIE: a system for generating rulelists to maximize ROC performance

Data Mining and Knowledge Discovery

Classification trees and decision-analytic feedforward control: a case study from the video game industry

Data Mining and Knowledge Discovery

Pessimistic cost-sensitive active learning of decision trees for profit maximizing targeting campaigns

Data Mining and Knowledge Discovery

Quantifying counts and costs via classification

Data Mining and Knowledge Discovery

Automatically countering imbalance and its empirical relationship to cost

Data Mining and Knowledge Discovery

Cost-sensitive learning with conditional Markov networks

Data Mining and Knowledge Discovery

Decision-Centric Active Learning of Binary-Outcome Models

Information Systems Research

Active learning for probability estimation using jensen-shannon divergence

ECML'05 Proceedings of the 16th European conference on Machine Learning