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» Modeling components and frameworks with UML
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ISVC
2010
Springer
15 years 2 months ago
A Spatio-Spectral Algorithm for Robust and Scalable Object Tracking in Videos
Abstract. In this work we propose a mechanism which looks at processing the low-level visual information present in video frames and prepares mid-level tracking trajectories of obj...
Alireza Tavakkoli, Mircea Nicolescu, George Bebis
KI
2009
Springer
15 years 11 months ago
Generalized Clustering via Kernel Embeddings
Abstract. We generalize traditional goals of clustering towards distinguishing components in a non-parametric mixture model. The clusters are not necessarily based on point locatio...
Stefanie Jegelka, Arthur Gretton, Bernhard Sch&oum...
NIPS
2008
15 years 5 months ago
Kernel Measures of Independence for non-iid Data
Many machine learning algorithms can be formulated in the framework of statistical independence such as the Hilbert Schmidt Independence Criterion. In this paper, we extend this c...
Xinhua Zhang, Le Song, Arthur Gretton, Alex J. Smo...
ISBRA
2010
Springer
15 years 11 months ago
Modeling without Borders: Creating and Annotating VCell Models Using the Web
Biological research is becoming increasingly complex and data-rich, with multiple public databases providing a variety of resources: hundreds of thousands of substances and interac...
Michael L. Blinov, Oliver Ruebenacker, James C. Sc...
SOCO
2005
Springer
15 years 10 months ago
A Lambda Calculus with Forms
Abstract. The need to use position-dependent parameters often hamdefinition of flexible, extensible, and reusable abstractions for software composition. This observation has led ...
Markus Lumpe