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DAGM
2011
Springer
14 years 7 months ago
Putting MAP Back on the Map
Conditional Random Fields (CRFs) are popular models in computer vision for solving labeling problems such as image denoising. This paper tackles the rarely addressed but important ...
Patrick Pletscher, Sebastian Nowozin, Pushmeet Koh...

Presentation
945views
14 years 1 months ago
A Decentralized Method for Maximizing k-coverage Lifetime in WSNs
In this paper, we propose a decentralized method for maximizing lifetime of data collection wireless sensor networks (WSNs) by making minimal number of nodes operate and putting ot...

Book
412views
17 years 6 months ago
Algorithms for Clustering Data
"Cluster analysis is an important technique in the rapidly growing field known as exploratory data analysis and is being applied in a variety of engineering and scientific dis...
A. K. Jain, R. C. Dubes

Source Code
317views
16 years 8 months ago
Madagascar
Madagascar is an open-source software package for multidimensional data analysis and reproducible computational experiments. Its mission is to provide a convenient and powerful env...
ITICSE
2010
ACM
15 years 7 months ago
When CS 1 is biology 1: crossdisciplinary collaboration as CS context
We present the curriculum, deployment, and initial evaluation of a course, BioCS1, designed to serve as CS1 and Biology1 for majors of either (or both) disciplines. Cotaught by pr...
Zachary Dodds, Ran Libeskind-Hadas, Eliot Bush