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ICANNGA
2009
Springer
173views Algorithms» more  ICANNGA 2009»
15 years 1 months ago
On Document Classification with Self-Organising Maps
Abstract This research deals with the use of self-organising maps for the classification of text documents. The aim was to classify documents to separate classes according to their...
Jyri Saarikoski, Kalervo Järvelin, Jorma Laur...
ICCV
2011
IEEE
14 years 4 months ago
Learning to Cluster Using High Order Graphical Models with Latent Variables
This paper proposes a very general max-margin learning framework for distance-based clustering. To this end, it formulates clustering as a high order energy minimization problem w...
Nikos Komodakis
BMCBI
2007
113views more  BMCBI 2007»
15 years 4 months ago
Hinge Atlas: relating protein sequence to sites of structural flexibility
Background: Relating features of protein sequences to structural hinges is important for identifying domain boundaries, understanding structure-function relationships, and designi...
Samuel Flores, Long J. Lu, Julie Yang, Nicholas Ca...
BMCBI
2008
189views more  BMCBI 2008»
15 years 4 months ago
AnEnPi: identification and annotation of analogous enzymes
Background: Enzymes are responsible for the catalysis of the biochemical reactions in metabolic pathways. Analogous enzymes are able to catalyze the same reactions, but they prese...
Thomas D. Otto, Ana Carolina R. Guimarães, ...
GPEM
2008
128views more  GPEM 2008»
15 years 4 months ago
Coevolutionary bid-based genetic programming for problem decomposition in classification
In this work a cooperative, bid-based, model for problem decomposition is proposed with application to discrete action domains such as classification. This represents a significan...
Peter Lichodzijewski, Malcolm I. Heywood