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ICDM
2008
IEEE
182views Data Mining» more  ICDM 2008»
14 years 1 months ago
Multiple-Instance Regression with Structured Data
We present a multiple-instance regression algorithm that models internal bag structure to identify the items most relevant to the bag labels. Multiple-instance regression (MIR) op...
Kiri L. Wagstaff, Terran Lane, Alex Roper
PACT
2005
Springer
14 years 27 days 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
13 years 12 months 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