On Learning From Multi-Instance Examples: Empirical Evaluation of a Theoretical Approach

A Note on Learning from Multiple-Instance Examples

Machine Learning - Special issue on the ninth annual conference on computational theory (COLT '96)

A Theoretical and Empirical Study of a Noise-TolerantAlgorithm to Learn Geometric Patterns

Machine Learning

A Framework for Learning Rules from Multiple Instance Data

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

Solving Multiple-Instance and Multiple-Part Learning Problems with Decision Trees and Rule Sets. Application to the Mutagenesis Problem

AI '01 Proceedings of the 14th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence

Real-Valued Multiple-Instance Learning with Queries

ALT '01 Proceedings of the 12th International Conference on Algorithmic Learning Theory

Multiple instance learning with generalized support vector machines

Eighteenth national conference on Artificial intelligence

Multiple-Instance Learning of Real-Valued Geometric Patterns

Annals of Mathematics and Artificial Intelligence

Multiple instance learning of real valued data

The Journal of Machine Learning Research

Improve Multi-Instance Neural Networks through Feature Selection

Neural Processing Letters

Image Categorization by Learning and Reasoning with Regions

The Journal of Machine Learning Research

Multi-Instance Learning Based Web Mining

Applied Intelligence

Adapting RBF Neural Networks to Multi-Instance Learning

Neural Processing Letters

MILES: Multiple-Instance Learning via Embedded Instance Selection

IEEE Transactions on Pattern Analysis and Machine Intelligence

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

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

Supervised Learning of Semantic Classes for Image Annotation and Retrieval

IEEE Transactions on Pattern Analysis and Machine Intelligence

On the relation between multi-instance learning and semi-supervised learning

Proceedings of the 24th international conference on Machine learning

A Multiple Instance Learning Strategy for Combating Good Word Attacks on Spam Filters

The Journal of Machine Learning Research

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

Graph-based multiple-instance learning for object-based image retrieval

MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval

Improving Promoter Prediction Using Multiple Instance Learning

AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence

Multi-instance genetic programming for web index recommendation

Expert Systems with Applications: An International Journal

Multi-instance clustering with applications to multi-instance prediction

Applied Intelligence

Multiple instance learning with genetic programming for web mining

IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks

G3P-MI: A genetic programming algorithm for multiple instance learning

Information Sciences: an International Journal

Multi-instance multi-label learning

Artificial Intelligence

Constructing target concept in multiple instance learning using maximum partial entropy

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition