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PAKDD
2005
ACM
128views Data Mining» more  PAKDD 2005»
16 years 2 days ago
A Framework for Incorporating Class Priors into Discriminative Classification
Abstract. Discriminative and generative methods provide two distinct approaches to machine learning classification. One advantage of generative approaches is that they naturally mo...
Rong Jin, Yi Liu
IDA
2007
Springer
16 years 23 days ago
Compact and Understandable Descriptions of Mixtures of Bernoulli Distributions
Abstract. Finite mixture models can be used in estimating complex, unknown probability distributions and also in clustering data. The parameters of the models form a complex repres...
Jaakko Hollmén, Jarkko Tikka
KDD
1998
ACM
442views Data Mining» more  KDD 1998»
15 years 10 months ago
BAYDA: Software for Bayesian Classification and Feature Selection
BAYDA is a software package for flexible data analysis in predictive data mining tasks. The mathematical model underlying the program is based on a simple Bayesian network, the Na...
Petri Kontkanen, Petri Myllymäki, Tomi Siland...
PADS
2004
ACM
16 years 1 days ago
The Effect of Detail on Ethernet Simulation
An important question for network simulation is what level of detail is required to obtain a desired level of accuracy. While in some networks, the level of detail is an open rese...
Alefiya Hussain, Aman Kapoor, John S. Heidemann
FPL
2001
Springer
96views Hardware» more  FPL 2001»
15 years 11 months ago
System Level Tools for DSP in FPGAs
Abstract. Visual data ow environments are ideally suited for modeling digital signal processing (DSP) systems, as many DSP algorithms are most naturally speci ed by signal ow gra...
James Hwang, Brent Milne, Nabeel Shirazi, Jeffrey ...