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» An Instance Selection Approach to Multiple Instance Learning
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ATAL
2005
Springer
14 years 2 months ago
Agent-based trust model involving multiple qualities
A key limitation of current Web services standards is the inability to differentiate service instances at runtime using (nonfunctional) qualities of services (QoS). Such differe...
E. Michael Maximilien, Munindar P. Singh
JMLR
2008
100views more  JMLR 2008»
13 years 8 months ago
Hit Miss Networks with Applications to Instance Selection
In supervised learning, a training set consisting of labeled instances is used by a learning algorithm for generating a model (classifier) that is subsequently employed for decidi...
Elena Marchiori
ICPR
2010
IEEE
13 years 12 months ago
Pattern Recognition Using Functions of Multiple Instances
The Functions of Multiple Instances (FUMI) method for learning a target prototype from data points that are functions of target and non-target prototypes is introduced. In this pa...
Alina Zare, Paul Gader
ECML
2006
Springer
14 years 14 days ago
Margin-Based Active Learning for Structured Output Spaces
In many complex machine learning applications there is a need to learn multiple interdependent output variables, where knowledge of these interdependencies can be exploited to impr...
Dan Roth, Kevin Small
PACT
2005
Springer
14 years 2 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