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MICCAI
2003
Springer
16 years 4 months ago
Robust Estimation for Brain Tumor Segmentation
Given models for healthy brains, tumor segmentation can be seen as a process of detecting abnormalities or outliers that are present with certain image intensity and geometric prop...
Marcel Prastawa, Elizabeth Bullitt, Sean Ho, Guido...
141
Voted
SDM
2009
SIAM
129views Data Mining» more  SDM 2009»
16 years 24 days ago
Multi-topic Based Query-Oriented Summarization.
Query-oriented summarization aims at extracting an informative summary from a document collection for a given query. It is very useful to help users grasp the main information rel...
Dewei Chen, Jie Tang, Limin Yao
141
Voted
AAAI
2011
14 years 3 months ago
Incorporating Boosted Regression Trees into Ecological Latent Variable Models
Important ecological phenomena are often observed indirectly. Consequently, probabilistic latent variable models provide an important tool, because they can include explicit model...
Rebecca A. Hutchinson, Li-Ping Liu, Thomas G. Diet...
117
Voted
IJAR
2007
96views more  IJAR 2007»
15 years 3 months ago
Complexity measurement of fundamental pseudo-independent models
Pseudo-independent (PI) models are a special class of probabilistic domain model (PDM) where a set of marginally independent domain variables shows collective dependency, a specia...
J. Lee, Y. Xiang
128
Voted
MMM
2009
Springer
187views Multimedia» more  MMM 2009»
16 years 14 days ago
Evidence Theory-Based Multimodal Emotion Recognition
Automatic recognition of human affective states is still a largely unexplored and challenging topic. Even more issues arise when dealing with variable quality of the inputs or aim...
Marco Paleari, Rachid Benmokhtar, Benoit Huet