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AUSAI
2008
Springer
15 years 8 months ago
Additive Regression Applied to a Large-Scale Collaborative Filtering Problem
Abstract. The much-publicized Netflix competition has put the spotlight on the application domain of collaborative filtering and has sparked interest in machine learning algorithms...
Eibe Frank, Mark Hall
183
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AUSAI
2008
Springer
15 years 8 months ago
Working for Two: A Bidirectional Grammar for a Controlled Natural Language
This paper introduces the controlled natural language PENG Light together with a language processor that is based on a bidirectional grammar. The language processor has the followi...
Rolf Schwitter
AUSAI
2008
Springer
15 years 8 months ago
Revisiting Multiple-Instance Learning Via Embedded Instance Selection
Multiple-Instance Learning via Embedded Instance Selection (MILES) is a recently proposed multiple-instance (MI) classification algorithm that applies a single-instance base learne...
James R. Foulds, Eibe Frank
AUSDM
2008
Springer
258views Data Mining» more  AUSDM 2008»
15 years 8 months ago
wFDT - Weighted Fuzzy Decision Trees for Prognosis of Breast Cancer Survivability
Accurate and less invasive personalized predictive medicine can spare many breast cancer patients from receiving complex surgical biopsies, unnecessary adjuvant treatments and its...
Umer Khan, Hyunjung Shin, Jongpill Choi, Minkoo Ki...
199
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AUTONOMICS
2008
ACM
15 years 8 months ago
Tracking and tracing containers through distributed sensor middleware
In a container transport system, wireless sensor networks (WSNs) can be used for monitoring products while they are being transported. To be commercially interesting, these WSNs m...
Klaas Thoelen, Sam Michiels, Wouter Joosen
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