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» Understanding changes in use cases: A case study
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JMLR
2012
13 years 9 months ago
Deep Learning Made Easier by Linear Transformations in Perceptrons
We transform the outputs of each hidden neuron in a multi-layer perceptron network to have zero output and zero slope on average, and use separate shortcut connections to model th...
Tapani Raiko, Harri Valpola, Yann LeCun
ICDE
2010
IEEE
801views Database» more  ICDE 2010»
16 years 6 months ago
The Similarity Join Database Operator
Similarity joins have been studied as key operations in multiple application domains, e.g., record linkage, data cleaning, multimedia and video applications, and phenomena detectio...
Mohamed H. Ali, Walid G. Aref, Yasin N. Silva
BMCBI
2008
107views more  BMCBI 2008»
15 years 7 months ago
A mixture model approach to sample size estimation in two-sample comparative microarray experiments
Background: Choosing the appropriate sample size is an important step in the design of a microarray experiment, and recently methods have been proposed that estimate sample sizes ...
Tommy S. Jørstad, Herman Midelfart, Atle M....
BMCBI
2007
95views more  BMCBI 2007»
15 years 7 months ago
Haplotype-based score test for linkage in nuclear families
Background: To look for genetic linkage between angiotensin-I converting enzyme(ACE) gene and hypertension in a Korean adolescent cohort, we developed a powerful test using the co...
Chung Mo Nam, Dae Ryong Kang, Jinheum Kim
INFOCOM
2000
IEEE
15 years 11 months ago
Experimental QoS Performances of Multimedia Applications
Abstract – To bring QoS to the Internet, several better-thanbest-effort network services have been recently devised with significant efforts. The goal of this paper is to measure...
Phil Wang, Yechiam Yemini, Danilo Florissi, John A...
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