Yutaka Saito

Latest

• Convolutional neural network based on SMILES representation of compounds for detecting chemical motif
• An efficient algorithm for de novo predictions of biochemical pathways between chemical compounds
• Improved measurements of RNA structure conservation with generalized centroid estimators
• Fast and accurate clustering of noncoding RNAs using ensembles of sequence alignments and secondary structures
• Robust and accurate prediction of noncoding RNAs from aligned sequences
• Gradient-based optimization of hyperparameters for base-pairing profile local alignment kernels
• Genome-wide searching with base-pairing kernel functions for noncoding RNAs: computational and expression analysis of snoRNA families in Caenorhabditis elegans