Raissa RELATOR


Stochastic Dykstra Algorithms for Distance Metric Learning with Covariance Descriptors
Tomoki MATSUZAWA Eisuke ITO Raissa RELATOR Jun SESE Tsuyoshi KATO 
Publication:   
Publication Date: 2017/04/01
Vol. E100-D  No. 4  pp. 849-856
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
covariance descriptormetric learningconvex optimizationstochastic optimizationDykstra algorithm
 Summary | Full Text:PDF(554.3KB)

Using Bregmann Divergence Regularized Machine for Comparison of Molecular Local Structures
Raissa RELATOR Nozomi NAGANO Tsuyoshi KATO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/01/01
Vol. E99-D  No. 1  pp. 275-278
Type of Manuscript:  LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
machine learningBregmann divergencemolecular structureslocal structure comparison
 Summary | Full Text:PDF(119.3KB)

Fuzzy Multiple Subspace Fitting for Anomaly Detection
Raissa RELATOR Tsuyoshi KATO Takuma TOMARU Naoya OHTA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/10/01
Vol. E97-D  No. 10  pp. 2730-2738
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
fuzzy algorithmsubspace fittingkernel vector subspacekernel affine subspaceanomaly detection
 Summary | Full Text:PDF(954.2KB)

Mean Polynomial Kernel and Its Application to Vector Sequence Recognition
Raissa RELATOR Yoshihiro HIROHASHI Eisuke ITO Tsuyoshi KATO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/07/01
Vol. E97-D  No. 7  pp. 1855-1863
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
kernel methodssupport vector machinesGrassmann distance and kernelsface recognitionbrain-computer interfacevector sequencebinary classification
 Summary | Full Text:PDF(1MB)