SIRAC: Supervised Identification of Regions of Aberration in aCGH datasets (2007)
Lai, Carmen, Horlings, Hugo M, Van De Vijver, Marc J, Van Beers, Eric H, Nederlof, Petra M, Wessels, Lodewyk FA, ...
Abstract Background Array comparative genome hybridization (aCGH) provides information about genomic aberrations. Alterations in the DNA copy number may cause the cell to malfunction, leading to...
Lai, Carmen, Reinders, Marcel JT, Van't Veer, Laura J, Wessels, Lodewyk FA
Abstract Background Gene selection is an important step when building predictors of disease state based on gene expression data. Gene selection generally improves performance and identifies a...
Database Retrieval: The Use of Combined Dissimilarities (2003)
Carmen Lai, R. P. W. Duin, Elzbieta P Ekalska, Pavel Paclk
In image retrieval systems, the key point is the description of the set of images. In this paper we show that a representation using a cloud of points offers a flexible description but suffers from...
On Combining One-Class Classifiers for Image (2003)
Carmen Lai, Robert P. W. Duin, Elzbieta P, Pavel Paclk
In image retrieval system, images can be represented by single feature vectors or by clouds of points. A cloud of points o#ers a more flexible description but su#ers from class overlap. We propose a...
On Combining One-Class Classifiers for Image Database Retrieval (2002)
Carmen Lai, Pavel Paclk, Fr Aunhofer
In image rer ieval systems, images can berO r esented by single featu r vect or or by clouds of points. A cloud of points o#e r a mor flexible descr4 tion but su#e rfrL class overO2 . We prO ose a...
On Combining One-Class Classifiers for Image Database Retrieval (2002)
Carmen Lai, Robert P. W. Duin, Elzbieta P, Pavel Paclk
In image retrieval systems, images can be represented by single feature vectors or by clouds of points. A cloud of points o#ers a more flexible description but su#ers from class overlap. We propose a...