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NN
2006
Springer
113views Neural Networks» more  NN 2006»
15 years 6 months ago
Large-scale data exploration with the hierarchically growing hyperbolic SOM
We introduce the Hierarchically Growing Hyperbolic Self-Organizing Map (H2 SOM) featuring two extensions of the HSOM (hyperbolic SOM): (i) a hierarchically growing variant that al...
Jörg Ontrup, Helge Ritter
TASLP
2008
81views more  TASLP 2008»
15 years 6 months ago
Instrument-Specific Harmonic Atoms for Mid-Level Music Representation
Several studies have pointed out the need for accurate mid-level representations of music signals for information retrieval and signal processing purposes. In this paper, we propos...
Pierre Leveau, Emmanuel Vincent, Gaël Richard...
TITB
2008
106views more  TITB 2008»
15 years 6 months ago
A Novel Software Platform for Medical Image Processing and Analyzing
The design of software platform for medical imaging application has been increasingly prioritized as the sophisticated application of medical imaging. With this demand, we have des...
Jie Tian, Jian Xue, Yakang Dai, Jian Chen, Jian Zh...
TKDE
2008
123views more  TKDE 2008»
15 years 6 months ago
Explaining Classifications For Individual Instances
We present a method for explaining predictions for individual instances. The presented approach is general and can be used with all classification models that output probabilities...
Marko Robnik-Sikonja, Igor Kononenko
JCM
2007
145views more  JCM 2007»
15 years 6 months ago
HealthGear: Automatic Sleep Apnea Detection and Monitoring with a Mobile Phone
— We present HealthGear, a real-time wearable system for monitoring, visualizing and analyzing physiological signals. HealthGear consists of a set of non-invasive physiological s...
Nuria Oliver, Fernando Flores-Mangas