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» Comparing notions of randomness
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JMLR
2012
13 years 3 months ago
Maximum Margin Temporal Clustering
Temporal Clustering (TC) refers to the factorization of multiple time series into a set of non-overlapping segments that belong to k temporal clusters. Existing methods based on e...
Minh Hoai Nguyen, Fernando De la Torre
ICSE
2012
IEEE-ACM
13 years 3 months ago
Detecting similar software applications
—Although popular text search engines allow users to retrieve similar web pages, source code search engines do not have this feature. Detecting similar applications is a notoriou...
Collin McMillan, Mark Grechanik, Denys Poshyvanyk
101
Voted
ECCV
2008
Springer
16 years 2 months ago
Multi-camera Tracking and Atypical Motion Detection with Behavioral Maps
Abstract. We introduce a novel behavioral model to describe pedestrians motions, which is able to capture sophisticated motion patterns resulting from the mixture of different cate...
Jérôme Berclaz, François Fleur...
96
Voted
ICML
2007
IEEE
16 years 1 months ago
Comparisons of sequence labeling algorithms and extensions
In this paper, we survey the current state-ofart models for structured learning problems, including Hidden Markov Model (HMM), Conditional Random Fields (CRF), Averaged Perceptron...
Nam Nguyen, Yunsong Guo
CHI
2008
ACM
16 years 1 months ago
Towards designing a user-adaptive web-based e-learning system
This work-in-progress report presents the groundwork for the design of a user-adaptive web-based e-learning system. A survey and two randomized controlled experiments were carried...
Leena M. Razzaq, Neil T. Heffernan