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108
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ICALT
2007
IEEE
15 years 10 months ago
Applying Web Usage Mining Techniques to Discover Potential Browsing Problems of Users
In this paper, a web usage mining based approach is proposed to discover potential browsing problems. Two web usage mining techniques in the approach are introduced, including Aut...
I-Hsien Ting, Chris Kimble, Daniel Kudenko
145
Voted
MLDM
2007
Springer
15 years 10 months ago
Kernel MDL to Determine the Number of Clusters
In this paper we propose a new criterion, based on Minimum Description Length (MDL), to estimate an optimal number of clusters. This criterion, called Kernel MDL (KMDL), is particu...
Ivan O. Kyrgyzov, Olexiy O. Kyrgyzov, Henri Ma&ici...
ICALT
2005
IEEE
15 years 9 months ago
Indigenous Multimedia Content Development for Next Generation Smart Schools: A Cognitive Instructional Design Approach
There is a need to look at indigenous digital multimedia educational content development approaches that would meet the needs of indigenous community. This poster hopes to highlig...
Halimah Badioze Zaman, Norhayati Abdul Mukti, Teng...
120
Voted
ESANN
2008
15 years 5 months ago
Interpretable ensembles of local models for safety-related applications
Abstract. This paper discusses a machine learning approach for binary classification problems which satisfies the specific requirements of safety-related applications. The approach...
Sebastian Nusser, Clemens Otte, Werner Hauptmann
114
Voted
RTCSA
2007
IEEE
15 years 10 months ago
Activity Recognition Based on Semi-supervised Learning
Activity recognition is a hot topic in context-aware computing. In activity recognition, machine learning techniques have been widely applied to learn the activity models from lab...
Donghai Guan, Weiwei Yuan, Young-Koo Lee, Andrey G...