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ICANNGA
2009
Springer
133views Algorithms» more  ICANNGA 2009»
15 years 11 months ago
Visualizing Time Series State Changes with Prototype Based Clustering
Modern process and condition monitoring systems produce a huge amount of data which is hard to analyze manually. Previous analyzing techniques disregard time information and concen...
Markus Pylvänen, Sami Äyrämö, ...
ICB
2009
Springer
224views Biometrics» more  ICB 2009»
15 years 11 months ago
Face Age Classification on Consumer Images with Gabor Feature and Fuzzy LDA Method
As we all know, face age estimation task is not only challenging for computer, but even hard for human in some cases, however, coarse age classification such as classifying human f...
Feng Gao, Haizhou Ai
ICVS
2009
Springer
15 years 11 months ago
Real-Time Traversable Surface Detection by Colour Space Fusion and Temporal Analysis
Abstract. We present a real-time approach for traversable surface detection using a low-cost monocular camera mounted on an autonomous vehicle. The proposed methodology extracts co...
Ioannis Katramados, Steve Crumpler, Toby P. Brecko...
IDA
2009
Springer
15 years 11 months ago
Bayesian Non-negative Matrix Factorization
Abstract. We present a Bayesian treatment of non-negative matrix factorization (NMF), based on a normal likelihood and exponential priors, and derive an efficient Gibbs sampler to ...
Mikkel N. Schmidt, Ole Winther, Lars Kai Hansen
179
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LION
2009
Springer
112views Optimization» more  LION 2009»
15 years 11 months ago
A Graph-Based Semi-supervised Algorithm for Protein Function Prediction from Interaction Maps
Abstract. Protein function prediction represents a fundamental challenge in bioinformatics. The increasing availability of proteomics network data has enabled the development of se...
Valerio Freschi