Hiroto Saigo

Graph kernels for chemical informatics

Liva Ralaivola, S. Joshua Swamidass, Hiroto Saigo et al. · Neural Networks · 2005 · 455 citations

Engineering, Graph Theory, Data Science +7

Protein homology detection using string alignment kernels

Hiroto Saigo, Jean‐Philippe Vert, Nobuhisa Ueda et al. · Bioinformatics · 2004 · 377 citations

Engineering, New Kernels, Genetics +20

A novel representation of protein sequences for prediction of subcellular location using support vector machines

Setsuro Matsuda, Jean‐Philippe Vert, Hiroto Saigo et al. · Protein Science · 2005 · 160 citations · Full text

Engineering, Machine Learning, Amino Acids +24

Large‐scale prediction of disulphide bridges using kernel methods, two‐dimensional recursive neural networks, and weighted graph matching

Jianlin Cheng, Hiroto Saigo, Pierre Baldi · Proteins Structure Function and Bioinformatics · 2005 · 153 citations

Engineering, Machine Learning, Structural Bioinformatics +22

gBoost: a mathematical programming approach to graph classification and regression

Hiroto Saigo, Sebastian Nowozin, Tadashi Kadowaki et al. · Machine Learning · 2008 · 135 citations · Full text

Mathematical Programming, Engineering, Machine Learning +25