941 search results - page 85 / 189 » Adaptive Learning from Evolving Data Streams |
103
Voted
EMNLP
2009
14 years 10 months ago
2009
This paper explores two classes of model adaptation methods for Web search ranking: Model Interpolation and error-driven learning approaches based on a boosting algorithm. The res...
111
click to vote
IJCAI
2007
15 years 2 months ago
2007
Detecting and tracking latent factors from temporal data is an important task. Most existing algorithms for latent topic detection such as Nonnegative Matrix Factorization (NMF) h...
131
Voted
ICML
2000
IEEE
16 years 1 months ago
2000
IEEE
Eligibility traces have been shown to speed reinforcement learning, to make it more robust to hidden states, and to provide a link between Monte Carlo and temporal-difference meth...
171
click to vote
Publication
We present a data-driven, unsupervised method for unusual
scene detection from static webcams. Such time-lapse
data is usually captured with very low or varying framerate.
This ...
124
click to vote
ICDCSW
2005
IEEE
15 years 6 months ago
2005
IEEE
Today’s multimedia environments are characterized by different stationary and a growing number of mobile devices, like PDAs or even mobile phones. To meet their requirements reg...