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PPSN
2010
Springer
15 years 4 months ago
Feature Selection for Multi-purpose Predictive Models: A Many-Objective Task
The target of machine learning is a predictive model that performs well on unseen data. Often, such a model has multiple intended uses, related to different points in the tradeoff ...
Alan P. Reynolds, David W. Corne, Michael J. Chant...
SEMWEB
2010
Springer
15 years 4 months ago
JustBench: A Framework for OWL Benchmarking
Analysing the performance of OWL reasoners on expressive OWL ontologies is an ongoing challenge. In this paper, we present a new approach to performance analysis based on justifica...
Samantha Bail, Bijan Parsia, Ulrike Sattler
SEMWEB
2010
Springer
15 years 4 months ago
Optimize First, Buy Later: Analyzing Metrics to Ramp-Up Very Large Knowledge Bases
As knowledge bases move into the landscape of larger ontologies and have terabytes of related data, we must work on optimizing the performance of our tools. We are easily tempted t...
Paea LePendu, Natalya Fridman Noy, Clement Jonquet...
CDC
2009
IEEE
176views Control Systems» more  CDC 2009»
15 years 4 months ago
Actuator fault detection and diagnosis based on morphology-wavelet
The paper described a novel method for detecting and identifying faults that occur in the actuator of control systems with input and output signals related to the component itself....
Yi Zhang, GuoLian Hou, Baojiang Wu
CSE
2009
IEEE
15 years 4 months ago
Size Matters: Variation in Personal Network Size, Personality and Effect on Information Transmission
In the last decade, there has been a massive increase in network research across both the social and physical sciences. In Physics and Mathematics, there have been extensive work o...
Yu-En Lu, Sam Roberts, Pietro Liò, Robin Du...