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FLAIRS
2008
15 years 8 months ago
A Backward Adjusting Strategy and Optimization of the C4.5 Parameters to Improve C4.5's Performance
In machine learning, decision trees are employed extensively in solving classification problems. In order to design a decision tree classifier two main phases are employed. The fi...
Jason R. Beck, Maria Garcia, Mingyu Zhong, Michael...
CIKM
2008
Springer
15 years 8 months ago
Peer-to-peer similarity search over widely distributed document collections
This paper addresses the challenging problem of similarity search over widely distributed ultra-high dimensional data. Such an application is retrieval of the top-k most similar d...
Christos Doulkeridis, Kjetil Nørvåg, ...
ECAI
2008
Springer
15 years 7 months ago
A probabilistic analysis of diagnosability in discrete event systems
Abstract. This paper shows that we can take advantage of information about the probabilities of the occurrences of events, when this information is available, to refine the classic...
Farid Nouioua, Philippe Dague
130
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ISLPED
2007
ACM
57views Hardware» more  ISLPED 2007»
15 years 7 months ago
Resource area dilation to reduce power density in throughput servers
Throughput servers using simultaneous multithreaded (SMT) processors are becoming an important paradigm with products such as Sun's Niagara and IBM Power5. Unfortunately, thr...
Michael D. Powell, T. N. Vijaykumar
BILDMED
2007
107views Algorithms» more  BILDMED 2007»
15 years 7 months ago
Whole Body MRI Intensity Standardization
Abstract. A major problem of segmentation of magnetic resonance images is that intensities are not standardized like in computed tomography. This article deals with the correction ...
Florian Jäger, László G. Ny&uac...