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EVOW
2006
Springer
15 years 6 months ago
A Hybrid GA/SVM Approach for Gene Selection and Classification of Microarray Data
We propose a Genetic Algorithm (GA) approach combined with Support Vector Machines (SVM) for the classification of high dimensional Microarray data. This approach is associated to ...
Edmundo Bonilla Huerta, Béatrice Duval, Jin...
128
Voted
SELMAS
2004
Springer
15 years 8 months ago
CAMLE: A Caste-Centric Agent-Oriented Modelling Language and Environment
Abstract. This paper presents an agent-oriented modelling language and environment CAMLE. It is based on the conceptual model of multi-agent systems (MAS) proposed and formally def...
Lijun Shan, Hong Zhu
146
Voted
BMCBI
2007
165views more  BMCBI 2007»
15 years 3 months ago
Ab initio identification of human microRNAs based on structure motifs
Background: MicroRNAs (miRNAs) are short, non-coding RNA molecules that are directly involved in post-transcriptional regulation of gene expression. The mature miRNA sequence bind...
Markus Brameier, Carsten Wiuf
DATAMINE
2002
169views more  DATAMINE 2002»
15 years 2 months ago
Advances in Instance Selection for Instance-Based Learning Algorithms
The basic nearest neighbour classifier suffers from the indiscriminate storage of all presented training instances. With a large database of instances classification response time ...
Henry Brighton, Chris Mellish
ICCV
2009
IEEE
16 years 8 months ago
Multiple Kernels for Object Detection
Our objective is to obtain a state-of-the art object category detector by employing a state-of-the-art image classifier to search for the object in all possible image subwindows....
Andrea Vedaldi, Varun Gulshan, Manik Varma, Andrew...