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» The Lost Art of Abstraction
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95
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MICCAI
2010
Springer
14 years 8 months ago
Spatial Decision Forests for MS Lesion Segmentation in Multi-Channel MR Images
Abstract. A new algorithm is presented for the automatic segmentation of Multiple Sclerosis (MS) lesions in 3D MR images. It builds on the discriminative random decision forest fra...
Ezequiel Geremia, Bjoern H. Menze, Olivier Clatz, ...
97
Voted
ICB
2009
Springer
197views Biometrics» more  ICB 2009»
14 years 8 months ago
Dynamic Texture Based Gait Recognition
Abstract. We present a novel approach for human gait recognition that inherently combines appearance and motion. Dynamic texture descriptors, Local Binary Patterns from Three Ortho...
Vili Kellokumpu, Guoying Zhao, Stan Z. Li, Matti P...
IFIPTM
2009
149views Management» more  IFIPTM 2009»
14 years 8 months ago
An Experimental Testbed for Evaluation of Trust and Reputation Systems
Abstract. To date, trust and reputation systems have often been evaluated using methods of their designers' own devising. Recently, we demonstrated that a number of noteworthy...
Reid Kerr, Robin Cohen
TNN
2010
173views Management» more  TNN 2010»
14 years 5 months ago
Multiclass relevance vector machines: sparsity and accuracy
Abstract--In this paper we investigate the sparsity and recognition capabilities of two approximate Bayesian classification algorithms, the multi-class multi-kernel Relevance Vecto...
Ioannis Psorakis, Theodoros Damoulas, Mark A. Giro...
96
Voted
ICALT
2011
IEEE
13 years 9 months ago
Personalized Forecasting Student Performance
Abstract—This work proposes a novel approach - personalized forecasting - to take into account the sequential effect in predicting student performance (PSP). Instead of using all...
Nguyen Thai-Nghe, Tomás Horváth, Lar...