Tsuyoshi Kato

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 35

Top Topics

Metric Learning

Parametric Models

Defect Detection

Support Vector Machine

Top Venues

IEICE Trans. Inf. Syst.

Publications

Yusaku Ando, Miya Nakajima, Takahiro Saitoh, Tsuyoshi Kato
A Study on Unsupervised Anomaly Detection and Defect Localization using Generative Model in Ultrasonic Non-Destructive Testing. CoRR (2024)
Yuya Takada, Tsuyoshi Kato
Multi-Target Tobit Models for Completing Water Quality Data. CoRR (2023)
Miya Nakajima, Takahiro Saitoh, Tsuyoshi Kato
Simulation-Aided Deep Learning for Laser Ultrasonic Visualization Testing. CoRR (2023)
Miya Nakajima, Takahiro Saitoh, Tsuyoshi Kato
A Study on Deep CNN Structures for Defect Detection From Laser Ultrasonic Visualization Testing Images. CoRR (2023)
Kenya Tajima, Takahiko Henmi, Tsuyoshi Kato
Frank-Wolfe for Sign-Constrained Support Vector Machines. IEICE Trans. Inf. Syst. (10) (2022)
Hongyuan Cao, Tsuyoshi Kato
Asymmetric Tobit Analysis for Correlation Estimation from Censored Data. IEICE Trans. Inf. Syst. (10) (2021)
Kenya Tajima, Takahiko Henmi, Kohei Tsuchida, Esmeraldo Ronnie Rey Zara, Tsuyoshi Kato
Learning Sign-Constrained Support Vector Machines. CoRR (2021)
Kenya Tajima, Yoshihiro Hirohashi, Esmeraldo Ronnie Rey Zara, Tsuyoshi Kato
Frank-Wolfe algorithm for learning SVM-type multi-category classifiers. SDM (2021)
Takahiko Henmi, Esmeraldo Ronnie Rey Zara, Yoshihiro Hirohashi, Tsuyoshi Kato
Adaptive Signal Variances: CNN Initialization Through Modern Architectures. ICIP (2021)
Kenya Tajima, Yoshihiro Hirohashi, Esmeraldo Ronnie Rey Zara, Tsuyoshi Kato
Frank-Wolfe Algorithm for Learning SVM-Type Multi-Category Classifiers. IEICE Trans. Inf. Syst. (11) (2021)
Yoshihiro Hirohashi, Tsuyoshi Kato
SVM. IEICE Trans. Inf. Syst. (11) (2020)
Yoshihiro Hirohashi, Tsuyoshi Kato
Learning Weighted Top-k Support Vector Machine. J. Inf. Process. 28 (2020)
Takahiko Henmi, Esmeraldo Ronnie Rey Zara, Yoshihiro Hirohashi, Tsuyoshi Kato
Adaptive Signal Variances: CNN Initialization Through Modern Architectures. CoRR (2020)
Kenya Tajima, Kohei Tsuchida, Esmeraldo Ronnie Rey Zara, Naoya Ohta, Tsuyoshi Kato
Learning Sign-Constrained Support Vector Machines. ICPR (2020)
Kenya Tajima, Yoshihiro Hirohashi, Esmeraldo Ronnie Rey Zara, Tsuyoshi Kato
Frank-Wolfe algorithm for learning SVM-type multi-category classifiers. CoRR (2020)
Kotaro Iizuka, Tsuyoshi Kato, Sisva Silsigia, Alifia Yuni Soufiningrum, Osamu Kozan
Plantation Forests Using a Fixed-Wing UAS. Remote. Sens. 11 (15) (2019)
Tsuyoshi Kato, Yoshihiro Hirohashi
Learning Weighted Top-$k$ Support Vector Machine. ACML (2019)
Rachelle Rivero, Yuya Onuma, Tsuyoshi Kato
Threshold Auto-Tuning Metric Learning. IEICE Trans. Inf. Syst. (6) (2019)
Kotaro Iizuka, Kazuo Watanabe, Tsuyoshi Kato, Niken Andika Putri, Sisva Silsigia, Taishin Kameoka, Osamu Kozan
Visualizing the Spatiotemporal Trends of Thermal Characteristics in a Peatland Plantation Forest in Indonesia: Pilot Test Using Unmanned Aerial Systems (UASs). Remote. Sens. 10 (9) (2018)
Rachelle Rivero, Tsuyoshi Kato
Parametric Models for Mutual Kernel Matrix Completion. CoRR (2018)
Rachelle Rivero, Tsuyoshi Kato
Parametric Models for Mutual Kernel Matrix Completion. IEICE Trans. Inf. Syst. (12) (2018)
Yuya Onuma, Rachelle Rivero, Tsuyoshi Kato
Threshold Auto-Tuning Metric Learning. CoRR (2018)
Tsuyoshi Kato, Misato Kobayashi, Daisuke Sano
Sign-Constrained Regularized Loss Minimization. CoRR (2017)
Tomoki Matsuzawa, Eisuke Ito, Raissa Relator, Jun Sese, Tsuyoshi Kato
Stochastic Dykstra Algorithms for Distance Metric Learning with Covariance Descriptors. IEICE Trans. Inf. Syst. (4) (2017)
Tsuyoshi Kato, Rachelle Rivero
Mutual Kernel Matrix Completion. CoRR (2017)
Rachelle Rivero, Richard Lemence, Tsuyoshi Kato
Mutual Kernel Matrix Completion. IEICE Trans. Inf. Syst. (8) (2017)
Tomoki Matsuzawa, Raissa Relator, Jun Sese, Tsuyoshi Kato
Stochastic Dykstra Algorithms for Metric Learning on Positive Semi-Definite Cone. CoRR (2016)
Tomoki Matsuzawa, Raissa Relator, Jun Sese, Tsuyoshi Kato
Stochastic Dykstra Algorithms for Metric Learning with Positive Definite Covariance Descriptors. ECCV (6) (2016)
Raissa Relator, Nozomi Nagano, Tsuyoshi Kato
Using Bregmann Divergence Regularized Machine for Comparison of Molecular Local Structures. IEICE Trans. Inf. Syst. (1) (2016)
Eisuke Ito, Yusuke Tomaru, Akira Iizuka, Hirokazu Hirai, Tsuyoshi Kato
Adaptive Local Thresholding for Co-Localization Detection in Multi-Channel Fluorescence Microscopic Images. IEICE Trans. Inf. Syst. (11) (2016)
Tomoki Matsuzawa, Raissa Relator, Wataru Takei, Shinichiro Omachi, Tsuyoshi Kato
Mahalanobis Encodings for Visual Categorization. IPSJ Trans. Comput. Vis. Appl. 7 (2015)
Tsuyoshi Kato, Raissa Relator, Hayliang Ngouv, Yoshihiro Hirohashi, Osamu Takaki, Tetsuhiro Kakimoto, Kinya Okada
Segmental HOG: new descriptor for glomerulus detection in kidney microscopy image. BMC Bioinform. 16 (2015)
Tomoki Matsuzawa, Raissa Relator, Wataru Takei, Shinichiro Omachi, Tsuyoshi Kato
Mahalanobis Encodings for Visual Categorization. Inf. Media Technol. 10 (3) (2015)
Tsuyoshi Kato, Raissa Relator, Hayliang Ngouv, Yoshihiro Hirohashi, Tetsuhiro Kakimoto, Kinya Okada
New Descriptor for Glomerulus Detection in Kidney Microscopy Image. CoRR (2015)
Nozomi Nagano, Naoko Nakayama, Kazuyoshi Ikeda, Masaru Fukuie, Kiyonobu Yokota, Takuo Doi, Tsuyoshi Kato, Kentaro Tomii
EzCatDB: the enzyme reaction database, 2015 update. Nucleic Acids Res. 43 (Database-Issue) (2015)
Raissa Relator, Tsuyoshi Kato, Takuma Tomaru, Naoya Ohta
Fuzzy Multiple Subspace Fitting for Anomaly Detection. IEICE Trans. Inf. Syst. (10) (2014)
Raissa Relator, Yoshihiro Hirohashi, Eisuke Ito, Tsuyoshi Kato
Mean Polynomial Kernel and Its Application to Vector Sequence Recognition. IEICE Trans. Inf. Syst. (7) (2014)
Tsuyoshi Kato, Wataru Takei, Shinichiro Omachi
A Discriminative Metric Learning Algorithm for Face Recognition. IPSJ Trans. Comput. Vis. Appl. 5 (2013)
Takanori Koga, Noriaki Suetake, Tsuyoshi Kato, Eiji Uchino
Impulse noise removal by using one-dimensional switching median filter applied along space-filling curve reflecting structural context of image. IECON (2013)
Raissa Relator, Yoshihiro Hirohashi, Tsuyoshi Kato
Mean polynomial kernel for face membership authentication. MVA (2013)
Tsuyoshi Kato, Wataru Takei, Shinichiro Omachi
A Discriminative Metric Learning Algorithm for Face Recognition. Inf. Media Technol. 8 (4) (2013)
Tomoyuki Amano, Tsuyoshi Kato, Masanobu Taniguchi
Statistical Estimation for CAPM with Long-Memory Dependence. Adv. Decis. Sci. 2012 (2012)
Jaak Simm, Masashi Sugiyama, Tsuyoshi Kato
Computationally Efficient Multi-task Learning with Least-squares Probabilistic Classifiers. IPSJ Trans. Comput. Vis. Appl. 3 (2011)
Tsuyoshi Kato, Nozomi Nagano
Discriminative structural approaches for enzyme active-site prediction. BMC Bioinform. 12 (S-1) (2011)
Jaak Simm, Masashi Sugiyama, Tsuyoshi Kato
Computationally Efficient Multi-task Learning with Least-squares Probabilistic Classifiers. Inf. Media Technol. 6 (2) (2011)
Reiji Teramoto, Tsuyoshi Kato
Transfer Learning for cytochrome P450 Isozyme Selectivity Prediction. J. Bioinform. Comput. Biol. 9 (4) (2011)
Tsuyoshi Kato, Kazuhiro Suwa, Nozomi Nagano
Parametric Templates: A New Enzyme Active-Site Prediction Algorithm. ICDM Workshops (2010)
Tsuyoshi Kato, Hisashi Kashima, Masashi Sugiyama, Kiyoshi Asai
Conic Programming for Multitask Learning. IEEE Trans. Knowl. Data Eng. 22 (7) (2010)
Tsuyoshi Kato, Nozomi Nagano
Metric learning for enzyme active-site search. Bioinform. 26 (21) (2010)
Hiromi Arai, Naoya Tochio, Tsuyoshi Kato, Takanori Kigawa, Masayuki Yamamura
An Accurate Prediction Method for Protein Structural Class from Signal Patterns of NMR Spectra in the Absence of Chemical Shift Assignments. BIBE (2010)
Tsuyoshi Kato
Geometric Representations of Interacting Maps. Int. J. Math. Math. Sci. 2010 (2010)
Tsuyoshi Kato, Kinya Okada, Hisashi Kashima, Masashi Sugiyama
A Transfer Learning Approach and Selective Integration of Multiple Types of Assays for Biological Network Inference. Int. J. Knowl. Discov. Bioinform. 1 (1) (2010)
Hisashi Kashima, Tsuyoshi Idé, Tsuyoshi Kato, Masashi Sugiyama
Recent Advances and Trends in Large-Scale Kernel Methods. IEICE Trans. Inf. Syst. (7) (2009)
Tsuyoshi Kato, Hisashi Kashima, Masashi Sugiyama
Robust Label Propagation on Multiple Networks. IEEE Trans. Neural Networks 20 (1) (2009)
Hisashi Kashima, Yoshihiro Yamanishi, Tsuyoshi Kato, Masashi Sugiyama, Koji Tsuda
Simultaneous inference of biological networks of multiple species from genome-wide data and evolutionary information: a semi-supervised approach. Bioinform. 25 (22) (2009)
Hisashi Kashima, Tsuyoshi Kato, Yoshihiro Yamanishi, Masashi Sugiyama, Koji Tsuda
Link Propagation: A Fast Semi-supervised Learning Algorithm for Link Prediction. SDM (2009)
Tsuyoshi Kato, Hisashi Kashima, Masashi Sugiyama
Integration of Multiple Networks for Robust Label Propagation. SDM (2008)
Akinori Ueno, Yasunao Akabane, Tsuyoshi Kato, Hiroshi Hoshino, Sachiyo Kataoka, Yoji Ishiyama
Capacitive Sensing of Electrocardiographic Potential Through Cloth From the Dorsal Surface of the Body in a Supine Position: A Preliminary Study. IEEE Trans. Biomed. Eng. 54 (4) (2007)
Tsuyoshi Kato, Hisashi Kashima, Masashi Sugiyama, Kiyoshi Asai
Multi-Task Learning via Conic Programming. NIPS (2007)
Wataru Fujibuchi, Tsuyoshi Kato
Classification of heterogeneous microarray data by maximum entropy kernel. BMC Bioinform. 8 (2007)
Tsuyoshi Kato, Yukio Murata, Koh Miura, Kiyoshi Asai, Paul Horton, Koji Tsuda, Wataru Fujibuchi
Network-based de-noising improves prediction from microarray data. BMC Bioinform. 7 (S-1) (2006)
Tsuyoshi Kato, Akinori Ueno, Sachiyo Kataoka, Hiroshi Hoshino, Yoji Ishiyama
An Application of Capacitive Electrode for Detecting Electrocardiogram of Neonates and Infants. EMBC (2006)
Tsuyoshi Kato, Koji Tsuda, Kiyoshi Asai
Selective integration of multiple biological data for supervised network inference. Bioinform. 21 (10) (2005)
Tsuyoshi Kato
Operator Dynamics in Molecular Biology. ICNC (2) (2005)
Tsuyoshi Kato, Koji Tsuda, Kentaro Tomii, Kiyoshi Asai
A New Variational Framework for Rigid-Body Alignment. SSPR/SPR (2004)
Tsuyoshi Kato, Shinichiro Omachi, Hirotomo Aso
Asymmetric Gaussian and Its Application to Pattern Recognition. SSPR/SPR (2002)
Tsuyoshi Kato, Shinichiro Omachi, Hirotomo Aso
Precise Hand-printed Character Recognition Using Elastic Models via Nonlinear Transformation. ICPR (2000)