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ICML
2005
IEEE
16 years 3 months ago
Weighted decomposition kernels
We introduce a family of kernels on discrete data structures within the general class of decomposition kernels. A weighted decomposition kernel (WDK) is computed by dividing objec...
Sauro Menchetti, Fabrizio Costa, Paolo Frasconi
88
Voted
CSB
2003
IEEE
15 years 8 months ago
Genomic Sequence Analysis Using Gap Sequences and Pattern Filtering
A new pattern filtering technique is developed to analyze the genomic sequence in this research based on gap sequences, in which the distance of the same symbol is recorded consec...
Shih-Chieh Su, Chia H. Yeh, C. C. Jay Kuo
DNA
2003
Springer
153views Bioinformatics» more  DNA 2003»
15 years 7 months ago
Proofreading Tile Sets: Error Correction for Algorithmic Self-Assembly
Abstract. For robust molecular implementation of tile-based algorithmic self-assembly, methods for reducing errors must be developed. Previous studies suggested that by control of ...
Erik Winfree, Renat Bekbolatov
CIBB
2008
15 years 4 months ago
Stability and Performances in Biclustering Algorithms
Abstract. Stability is an important property of machine learning algorithms. Stability in clustering may be related to clustering quality or ensemble diversity, and therefore used ...
Maurizio Filippone, Francesco Masulli, Stefano Rov...
RIAO
2007
15 years 4 months ago
Optimizations of Local Edition for Evaluating Similarity Between Monophonic Musical Sequences
Abstract: Melody is an important property for the perceptual description of Western musical pieces. In the monophonic context, retrieval systems based on melodic similarity general...
Pierre Hanna, Pascal Ferraro