Osamu Komori

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 8

Top Topics

Bias Correction

Gaussian Mixture

Binary Classification

Kernel Canonical Correlation Analysis

Top Venues

Ecol. Informatics

Publications

Yusuke Saigusa, Shinto Eguchi, Osamu Komori
Robust minimum divergence estimation in a spatial Poisson point process. Ecol. Informatics 81 (2024)
Osamu Komori, Shinto Eguchi
A Unified Formulation of k-Means, Fuzzy c-Means and Gaussian Mixture Model by the Kolmogorov-Nagumo Average. Entropy 23 (5) (2021)
Osamu Komori, Shinto Eguchi, Yusuke Saigusa, Buntarou Kusumoto, Yasuhiro Kubota
Sampling bias correction in species distribution models by quasi-linear Poisson point process. Ecol. Informatics 55 (2020)
Md. Ashad Alam, Osamu Komori, Hong-Wen Deng, Vince D. Calhoun, Yu-Ping Wang
Robust kernel canonical correlation analysis to detect gene-gene co-associations: A case study in genetics. J. Bioinform. Comput. Biol. 17 (4) (2019)
Katsuhiro Omae, Osamu Komori, Shinto Eguchi
Quasi-linear score for capturing heterogeneous structure in biomarkers. BMC Bioinform. 18 (1) (2017)
Md. Ashad Alam, Osamu Komori, Vince D. Calhoun, Yu-Ping Wang
Robust Kernel Canonical Correlation Analysis to Detect Gene-Gene Interaction for Imaging Genetics Data. BCB (2016)
Takashi Takenouchi, Osamu Komori, Shinto Eguchi
Binary Classification with a Pseudo Exponential Model and Its Application for Multi-Task Learning. Entropy 17 (8) (2015)
Shinto Eguchi, Osamu Komori
Path Connectedness on a Space of Probability Density Functions. GSI (2015)
Shinto Eguchi, Osamu Komori, Atsumi Ohara
Duality of Maximum Entropy and Minimum Divergence. Entropy 16 (7) (2014)
Akifumi Notsu, Osamu Komori, Shinto Eguchi
Spontaneous Clustering via Minimum Gamma-Divergence. Neural Comput. 26 (2) (2014)
Osamu Komori, Mari Pritchard, Shinto Eguchi
Multiple Suboptimal Solutions for Prediction Rules in Gene Expression Data. Comput. Math. Methods Medicine 2013 (2013)
Pengwen Chen, Hung Hung, Osamu Komori, Su-Yun Huang, Shinto Eguchi
Robust Independent Component Analysis via Minimum Gamma -Divergence Estimation. IEEE J. Sel. Top. Signal Process. 7 (4) (2013)
Takashi Takenouchi, Osamu Komori, Shinto Eguchi
An Extension of the Receiver Operating Characteristic Curve and AUC-Optimal Classification. Neural Comput. 24 (10) (2012)
Shinto Eguchi, Osamu Komori, Shogo Kato
Projective Power Entropy and Maximum Tsallis Entropy Distributions. Entropy 13 (10) (2011)
Osamu Komori, Shinto Eguchi
Boosting Learning Algorithm for Pattern Recognition and Beyond. IEICE Trans. Inf. Syst. (10) (2011)
Osamu Komori, Shinto Eguchi
A boosting method for maximizing the partial area under the ROC curve. BMC Bioinform. 11 (2010)