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» Measuring and Predicting Object Importance
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CVPR
2012
IEEE
11 years 7 months ago
Discovering important people and objects for egocentric video summarization
We present a video summarization approach for egocentric or “wearable” camera data. Given hours of video, the proposed method produces a compact storyboard summary of the came...
Yong Jae Lee, Joydeep Ghosh, Kristen Grauman
BMCBI
2007
147views more  BMCBI 2007»
13 years 5 months ago
Bias in random forest variable importance measures: Illustrations, sources and a solution
Variable importance measures for random forests have been receiving increased attention as a means of variable selection in many classification tasks in bioinformatics and relate...
Carolin Strobl, Anne-Laure Boulesteix, Achim Zeile...
WCRE
2003
IEEE
13 years 10 months ago
Predicting Maintainability with Object-Oriented Metrics - An Empirical Comparison
A large number of metrics have been proposed for measuring properties of object-oriented software such as size, inheritance, cohesion and coupling. We have been investigating whic...
Melis Dagpinar, Jens H. Jahnke
WSC
2007
13 years 7 months ago
Ant-based approach for determining the change of measure in importance sampling
Importance Sampling is a potentially powerful variance reduction technique to speed up simulations where the objective depends on the occurrence of rare events. However, it is cru...
Poul E. Heegaard, Werner Sandmann
ECIS
2004
13 years 6 months ago
Measuring enterprise systems success: the importance of a multiple stakeholder perspective
: Organisations invest enormous amount of resources in acquiring Enterprise Systems (ES), presumably expecting positive impacts to the organisation and its functions. Despite the o...
Darshana Sedera, Guy G. Gable, Taizan Chan