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KDD
2004
ACM
135views Data Mining» more  KDD 2004»
16 years 1 months ago
Discovering additive structure in black box functions
Many automated learning procedures lack interpretability, operating effectively as a black box: providing a prediction tool but no explanation of the underlying dynamics that driv...
Giles Hooker
CDC
2009
IEEE
120views Control Systems» more  CDC 2009»
15 years 6 months ago
Towards constant velocity Navigation and collision avoidance for autonomous nonholonomic aircraft-like vehicles
Abstract— This paper presents a methodology for the decentralised control of multiple 3-dimensional nonholonomic agents. The proposed control scheme is based on Navigation Functi...
Giannis P. Roussos, Kostas J. Kyriakopoulos
GCB
2009
Springer
154views Biometrics» more  GCB 2009»
15 years 5 months ago
Comparative Identification of Differential Interactions from Trajectories of Dynamic Biological Networks
Abstract: It is often challenging to reconstruct accurately a complete dynamic biological network due to the scarcity of data collected in cost-effective experiments. This paper ad...
Zhengyu Ouyang, Mingzhou Song
115
Voted
BMCBI
2010
161views more  BMCBI 2010»
15 years 1 months ago
BPDA - A Bayesian peptide detection algorithm for mass spectrometry
Background: Mass spectrometry (MS) is an essential analytical tool in proteomics. Many existing algorithms for peptide detection are based on isotope template matching and usually...
Youting Sun, Jianqiu Zhang, Ulisses Braga-Neto, Ed...
GECCO
2005
Springer
15 years 7 months ago
Using gene deletion and gene duplication in evolution strategies
Self-adaptation of the mutation strengths is a powerful mechanism in evolution strategies (ES), but it can fail. As a consequence premature convergence or ending up in a local opt...
Karlheinz Schmitt