Learning and classification of monotonic ordinal concepts

Classification trees for problems with monotonicity constraints

ACM SIGKDD Explorations Newsletter

A Decision Tree Algorithm for Ordinal Classification

IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis

Decision trees for ordinal classification

Intelligent Data Analysis

On the random generation of monotone data sets

Information Processing Letters

Nearest Neighbour Classification with Monotonicity Constraints

ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I

Adding monotonicity to learning algorithms may impair their accuracy

Expert Systems with Applications: An International Journal

Two algorithms for generating structured and unstructured monotone ordinal data sets

Engineering Applications of Artificial Intelligence

Rule learning with monotonicity constraints

ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning

Isotonic Classification Trees

IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII

Supervised ranking in the weka environment

Information Sciences: an International Journal

Ordinal classification with monotonicity constraints by variable consistency bagging

RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing

Learnability in rough set approaches

RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing

Probabilistic rough set approaches to ordinal classification with monotonicity constraints

IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty

Sequential covering rule induction algorithm for variable consistency rough set approaches

Information Sciences: an International Journal

Learning monotone nonlinear models using the choquet integral

ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III

Large-margin feature selection for monotonic classification

Knowledge-Based Systems

Hierarchical model for rank discrimination measures

ECSQARU'13 Proceedings of the 12th European conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty