3240 search results - page 301 / 648 » Pre-aggregation with probability distributions |
216
Voted
GFKL
2004
Springer
16 years 25 days ago
2004
Springer
Abstract. A method for measuring the density of data sets that contain an unknown number of clusters of unknown sizes is proposed. This method, called Pareto Density Estimation (PD...
192
Voted
KES
2004
Springer
16 years 24 days ago
2004
Springer
The ability to detect the existence of nonlinear dynamics may facilitate medical diagnostics for identifying, monitoring and predicting transitions from health to sickness. Detecti...
167
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KR
2004
Springer
16 years 24 days ago
2004
Springer
We describe a technique for speeding up inference for model-based abduction tasks that trades off inference time and/or space for the fraction of queries correctly answered. We co...
225
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ICDAR
2003
IEEE
16 years 22 days ago
2003
IEEE
In off-line handwriting recognition, classifiers based on hidden Markov models (HMMs) have become very popular. However, while there exist well-established training algorithms, s...
173
Voted
ECML
2003
Springer
16 years 20 days ago
2003
Springer
Abstract. Classical learning algorithms from the fields of artificial neural networks and machine learning, typically, do not take any costs into account or allow only costs depe...