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IWINAC
2011
Springer
14 years 27 days ago
Clustering of Trajectories in Video Surveillance Using Growing Neural Gas
Abstract. One of the more important issues in intelligent video surveillance systems is the ability to handle events from the motion of objects. Thus, the classification of the tr...
Javier Acevedo-Rodríguez, Saturnino Maldona...
RTAS
2011
IEEE
14 years 25 days ago
Maximizing Contention-Free Executions in Multiprocessor Scheduling
—It is widely assumed that scheduling real-time tasks becomes more difficult as their deadlines get shorter. With deadlines shorter, however, tasks potentially compete less with...
Jinkyu Lee, Arvind Easwaran, Insik Shin
SIGIR
2011
ACM
14 years 24 days ago
Learning to rank from a noisy crowd
We study how to best use crowdsourced relevance judgments learning to rank [1, 7]. We integrate two lines of prior work: unreliable crowd-based binary annotation for binary classi...
Abhimanu Kumar, Matthew Lease
ESOP
2012
Springer
13 years 5 months ago
Concurrent Library Correctness on the TSO Memory Model
Abstract. Linearizability is a commonly accepted notion of correctness for libraries of concurrent algorithms. Unfortunately, it is only appropriate for sequentially consistent mem...
Sebastian Burckhardt, Alexey Gotsman, Madanlal Mus...
JMLR
2012
13 years 13 days ago
Domain Adaptation: A Small Sample Statistical Approach
We study the prevalent problem when a test distribution differs from the training distribution. We consider a setting where our training set consists of a small number of sample d...
Ruslan Salakhutdinov, Sham M. Kakade, Dean P. Fost...