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» Convex Factorization Machines
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99
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ICML
2001
IEEE
16 years 1 months ago
Round Robin Rule Learning
In this paper, we discuss a technique for handling multi-class problems with binary classifiers, namely to learn one classifier for each pair of classes. Although this idea is kno...
Johannes Fürnkranz
98
Voted
ALT
2008
Springer
15 years 9 months ago
Active Learning in Multi-armed Bandits
In this paper we consider the problem of actively learning the mean values of distributions associated with a finite number of options (arms). The algorithms can select which opti...
András Antos, Varun Grover, Csaba Szepesv&a...
89
Voted
BPM
2009
Springer
145views Business» more  BPM 2009»
15 years 7 months ago
Effect of Using Automated Auditing Tools on Detecting Compliance Failures in Unmanaged Processes
The effect of using automated auditing tools to detect compliance failures in unmanaged business processes is investigated. In the absence of a process execution engine, compliance...
Yurdaer N. Doganata, Francisco Curbera
91
Voted
SIGIR
2009
ACM
15 years 7 months ago
The importance of manual assessment in link discovery
Using a ground truth extracted from the Wikipedia, and a ground truth created through manual assessment, we show that the apparent performance advantage seen in machine learning a...
Darren Wei Che Huang, Andrew Trotman, Shlomo Geva
79
Voted
ICALT
2008
IEEE
15 years 7 months ago
Moving Towards Life-Long User Modeling
User Modeling is the core component for the majority of personalization services. It has become an important factor in the effort to personalise a diversity of web resources accor...
Demetris Kyriacou, Hugh C. Davis