Learning from ambiguity

Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary

ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV

Multiple-Instance Learning of Real-Valued Geometric Patterns

Annals of Mathematics and Artificial Intelligence

Matching words and pictures

The Journal of Machine Learning Research

Improve Multi-Instance Neural Networks through Feature Selection

Neural Processing Letters

Autonomous visual model building based on image crawling through internet search engines

Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval

Multi-Instance Learning Based Web Mining

Applied Intelligence

Supervised versus multiple instance learning: an empirical comparison

ICML '05 Proceedings of the 22nd international conference on Machine learning

Adapting RBF Neural Networks to Multi-Instance Learning

Neural Processing Letters

Ensembles of multi-instance neural networks

Intelligent information processing II

Quantitative pharmacophore models with inductive logic programming

Machine Learning

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

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

Multiple instance learning for sparse positive bags

Proceedings of the 24th international conference on Machine learning

An integrated approach to feature invention and model construction for drug activity prediction

Proceedings of the 24th international conference on Machine learning

Evaluation of Localized Semantics: Data, Methodology, and Experiments

International Journal of Computer Vision

Optimistic pruning for multiple instance learning

Pattern Recognition Letters

Multiple-instance content-based image retrieval employing isometric embedded similarity measure

Pattern Recognition

A Multi-Instance Learning Algorithm Based on Normalized Radial Basis Function Network

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks

Review:

The Knowledge Engineering Review

Speeding up and boosting diverse density learning

DS'10 Proceedings of the 13th international conference on Discovery science

Multiple-Instance learning via random walk

ECML'06 Proceedings of the 17th European conference on Machine Learning