The Random Subspace Method for Constructing Decision Forests
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Combining Pattern Classifiers: Methods and Algorithms
Combining Pattern Classifiers: Methods and Algorithms
New features for automatic classification of human chromosomes: A feasibility study
Pattern Recognition Letters
Automatic locating the centromere on human chromosome pictures
CBMS'03 Proceedings of the 16th IEEE conference on Computer-based medical systems
Subspace-based prototyping and classification of chromosome images
IEEE Transactions on Image Processing
A novel algorithm for straightening highly curved images of human chromosome
Pattern Recognition Letters
Expert Systems with Applications: An International Journal
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Karyotyping, a standard method for presenting pictures of the human chromosomes for diagnostic purposes, is a long standing, yet common technique in cytogenetics. Karyotype is often used for predicting genetic disorders or possible abnormalities that may occur in the future generations. Performance of the various classifiers was compared by the error rate. The fusion of machine-learning-type classifiers showed improved performance over the best results previously published in the literature.