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ML
2008
ACM
156views Machine Learning» more  ML 2008»
15 years 2 months ago
On the connection between the phase transition of the covering test and the learning success rate in ILP
It is well-known that heuristic search in ILP is prone to plateau phenomena. An explanation can be given after the work of Giordana and Saitta: the ILP covering test is NP-complete...
Érick Alphonse, Aomar Osmani
131
Voted
JMLR
2012
13 years 5 months ago
Statistical test for consistent estimation of causal effects in linear non-Gaussian models
This document contains supplementary material to the article ‘Statistical test for consistent estimation of causal effects in linear non-Gaussian models’, AISTATS 2012. A tabl...
Doris Entner, Patrik O. Hoyer, Peter Spirtes
143
Voted
BMCBI
2010
189views more  BMCBI 2010»
15 years 2 months ago
High quality protein sequence alignment by combining structural profile prediction and profile alignment using SABERTOOTH
Background: Protein alignments are an essential tool for many bioinformatics analyses. While sequence alignments are accurate for proteins of high sequence similarity, they become...
Florian Teichert, Jonas Minning, Ugo Bastolla, Mar...
103
Voted
CCS
2007
ACM
15 years 8 months ago
Predicting vulnerable software components
Where do most vulnerabilities occur in software? Our Vulture tool automatically mines existing vulnerability databases and version archives to map past vulnerabilities to componen...
Stephan Neuhaus, Thomas Zimmermann, Christian Holl...
MICCAI
1999
Springer
15 years 6 months ago
Optimization Approaches for Soft-Tissue Prediction in Craniofacial Surgery Simulation
Abstract. A system for interactive, 3–D, craniofacial surgery simulation is presented. It is used for the 3–D simulation of osteotomies of the facial and skull bones and for th...
Matthias Teschner, Sabine Girod, Bernd Girod