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» Multiple Instance Regression
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PACT
2005
Springer
14 years 1 months ago
Clustering Multiple and Cooperative Instances of Computational Intensive Software Tools
Abstract. In this note a general approach to designing distributed systems based on coupling existing software tools is presented and illustrated by two examples. Utilization of th...
Dana Petcu, Marcin Paprzycki, Maria Ganzha
ECML
2001
Springer
14 years 4 days ago
A Framework for Learning Rules from Multiple Instance Data
Abstract. This paper proposes a generic extension to propositional rule learners to handle multiple-instance data. In a multiple-instance representation, each learning example is r...
Yann Chevaleyre, Jean-Daniel Zucker
ECML
2006
Springer
13 years 11 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...