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AI
2004
Springer
13 years 7 months ago
A selective sampling approach to active feature selection
Feature selection, as a preprocessing step to machine learning, has been very effective in reducing dimensionality, removing irrelevant data, increasing learning accuracy, and imp...
Huan Liu, Hiroshi Motoda, Lei Yu
IJCAI
2007
13 years 9 months ago
Constructing New and Better Evaluation Measures for Machine Learning
Evaluation measures play an important role in machine learning because they are used not only to compare different learning algorithms, but also often as goals to optimize in cons...
Jin Huang, Charles X. Ling
ICASSP
2010
IEEE
13 years 7 months ago
An improved deviation measure for two-path echo cancellation
—The two-path algorithm is a well-known approach for overcoming the dead-lock problem in echo cancellation systems. Typically, a fixed foreground filter is producing the echo c...
Christian Schüldt, Fredric Lindström, In...
CCR
2010
179views more  CCR 2010»
13 years 7 months ago
An argument for increasing TCP's initial congestion window
TCP flows start with an initial congestion window of at most four segments or approximately 4KB of data. Because most Web transactions are short-lived, the initial congestion wind...
Nandita Dukkipati, Tiziana Refice, Yuchung Cheng, ...
IROS
2007
IEEE
125views Robotics» more  IROS 2007»
14 years 1 months ago
Improved prediction of heart motion using an adaptive filter for robot assisted beating heart surgery
— Robot assisted heart surgery allows surgeons to operate on a heart while it is still beating as if it had been stopped. The robot actively cancels heart motion by closely follo...
Timothy J. Franke, Ozkan Bebek, Murat Cenk Cavusog...