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JMLR
2006
112views more  JMLR 2006»
15 years 3 months ago
Kernels on Prolog Proof Trees: Statistical Learning in the ILP Setting
We develop kernels for measuring the similarity between relational instances using background knowledge expressed in first-order logic. The method allows us to bridge the gap betw...
Andrea Passerini, Paolo Frasconi, Luc De Raedt
ESWA
2007
117views more  ESWA 2007»
15 years 3 months ago
An HMM for detecting spam mail
Hidden Markov Models, or HMMs for short, have been recently used in Bioinformatics for the classification of DNA or protein chains, giving rise to what is known as Profile Hidde...
José Gordillo, Eduardo Conde
NAR
2006
188views more  NAR 2006»
15 years 3 months ago
BiologicalNetworks: visualization and analysis tool for systems biology
Systemslevelinvestigationofgenomicscaleinformation requires the development of truly integrated databases dealing with heterogeneous data, which can be queried for simple properti...
Michael Baitaluk, Mayya Sedova, Animesh Ray, Amarn...
154
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PRL
2006
130views more  PRL 2006»
15 years 3 months ago
Efficient huge-scale feature selection with speciated genetic algorithm
With increasing interest in bioinformatics, sophisticated tools are required to efficiently analyze gene information. The classification of gene expression profiles is crucial in ...
Jin-Hyuk Hong, Sung-Bae Cho
139
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IJBRA
2007
114views more  IJBRA 2007»
15 years 3 months ago
Enhanced semantic access to the protein engineering literature using ontologies populated by text mining
: The biomedical literature is growing at an ever-increasing rate, which pronounces the need to support scientists with advanced, automated means of accessing knowledge. We investi...
René Witte, Thomas Kappler, Christopher J. ...