Hiroto Saigo
Hiroto Saigo
Adresse e-mail validée de inf.kyushu-u.ac.jp - Page d'accueil
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Graph kernels for chemical informatics
L Ralaivola, SJ Swamidass, H Saigo, P Baldi
Neural networks 18 (8), 1093-1110, 2005
4702005
Protein homology detection using string alignment kernels
H Saigo, JP Vert, N Ueda, T Akutsu
Bioinformatics 20 (11), 1682-1689, 2004
4692004
Support vector machine applications in computational biology
WS Noble
Kernel methods in computational biology 71, 92, 2004
3932004
A novel representation of protein sequences for prediction of subcellular location using support vector machines
S Matsuda, JP Vert, H Saigo, N Ueda, H Toh, T Akutsu
Protein Science 14 (11), 2804-2813, 2005
1732005
Large‐scale prediction of disulphide bridges using kernel methods, two‐dimensional recursive neural networks, and weighted graph matching
J Cheng, H Saigo, P Baldi
Proteins: Structure, Function, and Bioinformatics 62 (3), 617-629, 2006
1432006
gBoost: a mathematical programming approach to graph classification and regression
H Saigo, S Nowozin, T Kadowaki, T Kudo, K Tsuda
Machine Learning 75 (1), 69-89, 2009
1352009
Partial least squares regression for graph mining
H Saigo, N Krämer, K Tsuda
Proceedings of the 14th ACM SIGKDD international conference on knowledge …, 2008
1042008
Local alignment kernels for biological sequences
JP Vert, H Saigo, T Akutsu
Kernel methods in computational biology, 131-154, 2004
882004
Extracting sets of chemical substructures and protein domains governing drug-target interactions
Y Yamanishi, E Pauwels, H Saigo, V Stoven
Journal of chemical information and modeling 51 (5), 1183-1194, 2011
752011
Mining complex genotypic features for predicting HIV-1 drug resistance
H Saigo, T Uno, K Tsuda
Bioinformatics 23 (18), 2455-2462, 2007
602007
Optimizing amino acid substitution matrices with a local alignment kernel
H Saigo, JP Vert, T Akutsu
BMC bioinformatics 7 (1), 1-12, 2006
582006
Functional census of mutation sequence spaces: the example of p53 cancer rescue mutants
SA Danziger, SJ Swamidass, J Zeng, LR Dearth, Q Lu, JH Chen, J Cheng, ...
IEEE/ACM transactions on computational biology and bioinformatics 3 (2), 114-125, 2006
512006
Text mining in radiology reports
T Gong, CL Tan, TY Leong, CK Lee, BC Pang, CCT Lim, Q Tian, S Tang, ...
2008 Eighth IEEE International Conference on Data Mining, 815-820, 2008
392008
A linear programming approach for molecular QSAR analysis
H Saigo, T Kadowaki, K Tsuda
International Workshop on Mining and Learning with Graphs 2006 (MLG 2006), 85-96, 2009
262009
Graph classification
K Tsuda, H Saigo
Managing and mining graph data, 337-363, 2010
222010
Scalable partial least squares regression on grammar-compressed data matrices
Y Tabei, H Saigo, Y Yamanishi, SJ Puglisi
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
202016
Local alignment kernels for protein sequences
JP Vert
Kernel methods in computational biology, 2004
202004
Graph kernels for chemoinformatics
H Kashima, H Saigo, M Hattori, K Tsuda
Chemoinformatics and advanced machine learning perspectives: complex …, 2011
142011
CNN-BLPred: a convolutional neural network based predictor for β-lactamases (BL) and their classes
C White, HD Ismail, H Saigo
BMC bioinformatics 18 (16), 221-232, 2017
132017
Iterative subgraph mining for principal component analysis
H Saigo, K Tsuda
2008 Eighth IEEE International Conference on Data Mining, 1007-1012, 2008
122008
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