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KES
2005
Springer
14 years 25 days ago
A SVM Regression Based Approach to Filling in Missing Values
In KDD procedure, to fill in missing data typically requires a very large investment of time and energy - often 80% to 90% of a data analysis project is spent in making the data re...
Honghai Feng, Chen Guoshun, Yin Cheng, Bingru Yang...
SIGPRO
2010
145views more  SIGPRO 2010»
13 years 2 months ago
Blind identification of MISO-FIR channels
In this paper, we address the problem of determining the order of MISO channels by means of a series of hypothesis tests based on scalar statistics. Using estimated 4th-order outp...
Carlos Estêvão R. Fernandes, Pierre C...
IPOM
2007
Springer
14 years 1 months ago
Multi-source Video Streaming Suite
This paper presents a method for the distribution of video flows through several paths of an IP network. We call the approach multisource focusing on the fact that, from the recei...
Pablo Rodríguez-Bocca, Gerardo Rubino, Luis...
AAAI
2006
13 years 8 months ago
Preference Elicitation and Generalized Additive Utility
Any automated decision support software must tailor its actions or recommendations to the preferences of different users. Thus it requires some representation of user preferences ...
Darius Braziunas, Craig Boutilier
COLT
2007
Springer
14 years 1 months ago
Minimax Bounds for Active Learning
This paper analyzes the potential advantages and theoretical challenges of “active learning” algorithms. Active learning involves sequential sampling procedures that use infor...
Rui Castro, Robert D. Nowak