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PRL
2006
121views more  PRL 2006»
15 years 5 months ago
Information-preserving hybrid data reduction based on fuzzy-rough techniques
Data reduction plays an important role in machine learning and pattern recognition with a high-dimensional data. In real-world applications data usually exists with hybrid formats...
Qinghua Hu, Daren Yu, Zongxia Xie
136
Voted
CORR
2010
Springer
128views Education» more  CORR 2010»
15 years 5 months ago
Random Oracles in a Quantum World
Once quantum computers reach maturity most of today's traditional cryptographic schemes based on RSA or discrete logarithms become vulnerable to quantum-based attacks. Hence, ...
Özgür Dagdelen, Marc Fischlin, Anja Lehm...
ECCV
2010
Springer
15 years 10 months ago
2.5D Dual Contouring: A Robust Approach to Creating Building Models from Aerial LiDAR Point Clouds
We present a robust approach to creating 2.5D building models from aerial LiDAR point clouds. The method is guaranteed to produce crack-free models composed of complex roofs and ve...
Qian-Yi Zhou, Ulrich Neumann
PKDD
2005
Springer
142views Data Mining» more  PKDD 2005»
15 years 10 months ago
Speeding Up Logistic Model Tree Induction
Logistic Model Trees have been shown to be very accurate and compact classifiers [8]. Their greatest disadvantage is the computational complexity of inducing the logistic regressi...
Marc Sumner, Eibe Frank, Mark A. Hall
WOLLIC
2009
Springer
15 years 11 months ago
Property Driven Three-Valued Model Checking on Hybrid Automata
Abstract. In this paper, we present a three-valued property driven model checking algorithm for the logic CTL on hybrid automata. The technique of multivalued model checking for hy...
Kerstin Bauer, Raffaella Gentilini, Klaus Schneide...