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ICPR
2004
IEEE
14 years 8 months ago
A Probabilistic Approach to Learning Costs for Graph Edit Distance
Graph edit distance provides an error-tolerant way to measure distances between attributed graphs. The effectiveness of edit distance based graph classification algorithms relies ...
Horst Bunke, Michel Neuhaus
ICML
2001
IEEE
14 years 8 months ago
Round Robin Rule Learning
In this paper, we discuss a technique for handling multi-class problems with binary classifiers, namely to learn one classifier for each pair of classes. Although this idea is kno...
Johannes Fürnkranz
CVPR
2005
IEEE
14 years 9 months ago
Random Subwindows for Robust Image Classification
We present a novel, generic image classification method based on a recent machine learning algorithm (ensembles of extremely randomized decision trees). Images are classified usin...
Justus H. Piater, Louis Wehenkel, Pierre Geurts, R...
TMC
2010
182views more  TMC 2010»
13 years 6 months ago
Rate Adaptation in Congested Wireless Networks through Real-Time Measurements
—Rate adaptation is a critical component that impacts the performance of IEEE 802.11 wireless networks. In congested networks, traditional rate adaptation algorithms have been sh...
Prashanth Aravinda Kumar Acharya, Ashish Sharma, E...
AINTEC
2006
Springer
13 years 11 months ago
A Topology-Aware Overlay Multicast Approach for Mobile Ad-Hoc Networks
AOMP (Ad-hoc Overlay Multicast Protocol) is a novel approach for application-layer multicast in ad-hoc networks. We introduce in this paper a new algorithm that exploits a few prop...
Mohamed Ali Kâafar, Cyrine Mrabet, Thierry T...