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106
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DLOG
1996
15 years 1 months ago
Can Description Logics Be Used in Real-Life Knowledge-Based Systems?
In 1995, I nished my Ph.D. project which was focused on the selection of adequate Knowledge-Representation Systems (KRSs) for research applications. When I started working at the ...
Piet-Hein Speel
126
Voted
ICIA
2007
15 years 3 months ago
Improving Intelligent Assistants for Desktop Activities
Tasks have been identified as playing an important role to knowledge workers as high-level units for organizing their information. TaskTracer is a task-aware desktop system that l...
Simone Stumpf, Margaret M. Burnett, Thomas G. Diet...
100
Voted
EDUTAINMENT
2008
Springer
15 years 2 months ago
Teaching Machine Learning to Design Students
Machine learning is a key technology to design and create intelligent systems, products, and related services. Like many other design departments, we are faced with the challenge t...
Bram van der Vlist, Rick van de Westelaken, Christ...
118
Voted
ML
2010
ACM
185views Machine Learning» more  ML 2010»
14 years 7 months ago
Learning to rank on graphs
Graph representations of data are increasingly common. Such representations arise in a variety of applications, including computational biology, social network analysis, web applic...
Shivani Agarwal
99
Voted
MCS
2005
Springer
15 years 6 months ago
Between Two Extremes: Examining Decompositions of the Ensemble Objective Function
We study how the error of an ensemble regression estimator can be decomposed into two components: one accounting for the individual errors and the other accounting for the correlat...
Gavin Brown, Jeremy L. Wyatt, Ping Sun