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» MILIS: Multiple Instance Learning with Instance Selection
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ICML
2003
IEEE
16 years 2 months ago
Identifying Predictive Structures in Relational Data Using Multiple Instance Learning
This paper introduces an approach for identifying predictive structures in relational data using the multiple-instance framework. By a predictive structure, we mean a structure th...
Amy McGovern, David Jensen
ECML
2006
Springer
15 years 5 months ago
Unsupervised Multiple-Instance Learning for Functional Profiling of Genomic Data
Multiple-instance learning (MIL) is a popular concept among the AI community to support supervised learning applications in situations where only incomplete knowledge is available....
Corneliu Henegar, Karine Clément, Jean-Dani...
104
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ICTAI
2007
IEEE
15 years 8 months ago
Combating Good Word Attacks on Statistical Spam Filters with Multiple Instance Learning
Yan Zhou, Zach Jorgensen, W. Meador Inge
ICPR
2010
IEEE
15 years 2 months ago
A Multiple Instance Learning Approach toward Optimal Classification of Pathology Slides
Murat Dundar, Sunil Badve, Vikas C. Raykar, Rohit ...