Travel-time prediction using gaussian process regression: A trajectory-based approachTsuyoshi IdéSei Kato2009SDM 2009
Proximity-based anomaly detection using sparse structure learningTsuyoshi IdéAurelie C. Lozanoet al.2009SDM 2009
Semi-supervised local Fisher discriminant analysis for dimensionality reductionMasashi SugiyamaTsuyoshi Idéet al.2009Machine Learning
Recent advances and trends in large-scale kernel methodsHisashi KashimaTsuyoshi Id́eet al.2009IEICE Transactions on Information and Systems
Computing correlation anomaly scores using stochastic nearest neighborsTsuyoshi IdéSpiros Papadimitriouet al.2007ICDM 2007
Network-based problem detection for distributed systemsHisashi KashimaTadashi Tsumuraet al.2005ICDE 2005
Knowledge discovery from heterogeneous dynamic systems using change-point correlationsTsuyoshi IdéKeisuke Inoue2005SDM 2005