Approximating hyper-rectangles: learning and pseudorandom sets

Multiple-Instance Learning of Real-Valued Geometric Patterns

Annals of Mathematics and Artificial Intelligence

An upper bound on the sample complexity of PAC-learning halfspaces with respect to the uniform distribution

Information Processing Letters

Improve Multi-Instance Neural Networks through Feature Selection

Neural Processing Letters

Multi-Instance Learning Based Web Mining

Applied Intelligence

Adapting RBF Neural Networks to Multi-Instance Learning

Neural Processing Letters

Solving multi-instance problems with classifier ensemble based on constructive clustering

Knowledge and Information Systems - Special Issue on Mining Low-Quality Data

A new PAC bound for intersection-closed concept classes

Machine Learning

Multi-instance clustering with applications to multi-instance prediction

Applied Intelligence

Multi-instance multi-label learning

Artificial Intelligence

On multiple-instance learning of halfspaces

Information Processing Letters

Multi-instance learning with any hypothesis class

The Journal of Machine Learning Research