Titlebook: Computational Intelligence Methods for Bioinformatics and Biostatistics; 6th International Me Francesco Masulli,Leif E. Peterson,Roberto Ta

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Predicting Protein-Protein Interactions with K-Nearest Neighbors Classification Algorithmclassification algorithm to the classes of interacting and noninteracting proteins. Results show that it is possible to achieve high prediction accuracy in cross validation. A case study is analyzed to show it is possible to reconstruct a real network of thousands interacting proteins with high accuracy on standard hardware.

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Projection Based Clustering of Gene Expression Datae Principal Component Analysis. In this paper, we investigate the application of recently proposed projection based hierarchical clustering algorithms on gene expression microarray data. The algorithms apart from identifying the clusters present in a data set also calculate their number and thus require no special knowledge about the data.

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