3502 search results - page 322 / 701 » From Machine Learning to Machine Reasoning |
172
click to vote
ECTEL
2010
Springer
15 years 6 months ago
2010
Springer
In this paper, we investigate the components of a Research 2.0 infrastructure. We propose building blocks and their concrete implementation to leverage Research 2.0 practice and te...
159
click to vote
ML
2006
ACM
15 years 6 months ago
2006
ACM
Abstract This paper introduces cost curves, a graphical technique for visualizing the performance (error rate or expected cost) of 2-class classifiers over the full range of possib...
170
Voted
ML
2006
ACM
15 years 6 months ago
2006
ACM
We investigate explicit segment duration models in addressing the problem of fragmentation in musical audio segmentation. The resulting probabilistic models are optimised using Mar...
154
click to vote
ML
2000
ACM
15 years 6 months ago
2000
ACM
Abstract. A single mechanism is responsible for three pathologies of induction algorithms: attribute selection errors, overfitting, and oversearching. In each pathology, induction ...
202
click to vote
ICML
2010
IEEE
15 years 5 months ago
2010
IEEE
Classical dynamic Bayesian networks (DBNs) are based on the homogeneous Markov assumption and cannot deal with heterogeneity and non-stationarity in temporal processes. Various ap...