Tsuyoshi Kato

According to our database, Tsuyoshi Kato authored at least 63 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Stochastic Dual Coordinate Ascent for Learning Sign Constrained Linear Predictors.

Yuya Takada, Rikuto Mochida, Miya Nakajima, Syun-suke Kadoya, Daisuke Sano, Tsuyoshi Kato

IEICE Trans. Inf. Syst., 2024

Mixup SVM Learning for Compound Toxicity Prediction Using Human Pluripotent Stem Cells.

Rikuto Mochida, Miya Nakajima, Haruki Ono, Takahiro Ando, Tsuyoshi Kato

IEICE Trans. Inf. Syst., 2024

A Study on Unsupervised Anomaly Detection and Defect Localization using Generative Model in Ultrasonic Non-Destructive Testing.

Yusaku Ando, Miya Nakajima, Takahiro Saitoh, Tsuyoshi Kato

CoRR, 2024

A Case Study on Enhancing Inquiry Response in a Non-Life Insurance Company Using Generative AI.

Shojiro Tsutsui, Michihiro Karino, Kenichi Kuroki, Aya Fukumoto, Yusuke Hamano, Kenji Sobata, Temma Saito, Tatsunori Kawamoto, Taku Odashima, Tsuyoshi Kato, Yosuke Motohashi

Proceedings of the 5th ACM International Conference on AI in Finance, 2024

2023

Simulation-Aided Deep Learning for Laser Ultrasonic Visualization Testing.

Miya Nakajima, Takahiro Saitoh, Tsuyoshi Kato

CoRR, 2023

A Study on Deep CNN Structures for Defect Detection From Laser Ultrasonic Visualization Testing Images.

Miya Nakajima, Takahiro Saitoh, Tsuyoshi Kato

CoRR, 2023

Multi-Target Tobit Models for Completing Water Quality Data.

Yuya Takada, Tsuyoshi Kato

CoRR, 2023

2022

Frank-Wolfe for Sign-Constrained Support Vector Machines.

Kenya Tajima, Takahiko Henmi, Tsuyoshi Kato

IEICE Trans. Inf. Syst., October, 2022

2021

Frank-Wolfe Algorithm for Learning SVM-Type Multi-Category Classifiers.

Kenya Tajima, Yoshihiro Hirohashi, Esmeraldo Ronnie Rey Zara, Tsuyoshi Kato

IEICE Trans. Inf. Syst., 2021

Asymmetric Tobit Analysis for Correlation Estimation from Censored Data.

Hongyuan Cao, Tsuyoshi Kato

IEICE Trans. Inf. Syst., 2021

Learning Sign-Constrained Support Vector Machines.

Kenya Tajima, Takahiko Henmi, Kohei Tsuchida, Esmeraldo Ronnie Rey Zara, Tsuyoshi Kato

CoRR, 2021

Adaptive Signal Variances: CNN Initialization Through Modern Architectures.

Takahiko Henmi, Esmeraldo Ronnie Rey Zara, Yoshihiro Hirohashi, Tsuyoshi Kato

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

Learning Weighted Top-k Support Vector Machine.

Yoshihiro Hirohashi, Tsuyoshi Kato

J. Inf. Process., 2020

Corrected Stochastic Dual Coordinate Ascent for Top-<i>k</i> SVM.

Yoshihiro Hirohashi, Tsuyoshi Kato

IEICE Trans. Inf. Syst., 2020

Learning Sign-Constrained Support Vector Machines.

Kenya Tajima, Kohei Tsuchida, Esmeraldo Ronnie Rey Zara, Naoya Ohta, Tsuyoshi Kato

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Estimating and Examining the Sensitivity of Different Vegetation Indices to Fractions of Vegetation Cover at Different Scaling Grids for Early Stage <i>Acacia</i> Plantation Forests Using a Fixed-Wing UAS.

Kotaro Iizuka, Tsuyoshi Kato, Sisva Silsigia, Alifia Yuni Soufiningrum, Osamu Kozan

Remote. Sens., 2019

Threshold Auto-Tuning Metric Learning.

Rachelle Rivero, Yuya Onuma, Tsuyoshi Kato

IEICE Trans. Inf. Syst., 2019

Learning Weighted Top-<i>k</i> Support Vector Machine.

Tsuyoshi Kato, Yoshihiro Hirohashi

Proceedings of The 11th Asian Conference on Machine Learning, 2019

2018

Visualizing the Spatiotemporal Trends of Thermal Characteristics in a Peatland Plantation Forest in Indonesia: Pilot Test Using Unmanned Aerial Systems (UASs).

Kotaro Iizuka, Kazuo Watanabe, Tsuyoshi Kato, Niken Andika Putri, Sisva Silsigia, Taishin Kameoka, Osamu Kozan

Remote. Sens., 2018

Parametric Models for Mutual Kernel Matrix Completion.

Rachelle Rivero, Tsuyoshi Kato

IEICE Trans. Inf. Syst., 2018

2017

Mutual Kernel Matrix Completion.

Rachelle Rivero, Richard Lemence, Tsuyoshi Kato

IEICE Trans. Inf. Syst., 2017

Stochastic Dykstra Algorithms for Distance Metric Learning with Covariance Descriptors.

Tomoki Matsuzawa, Eisuke Ito, Raissa Relator, Jun Sese, Tsuyoshi Kato

IEICE Trans. Inf. Syst., 2017

Sign-Constrained Regularized Loss Minimization.

Tsuyoshi Kato, Misato Kobayashi, Daisuke Sano

CoRR, 2017

Mutual Kernel Matrix Completion.

Tsuyoshi Kato, Rachelle Rivero

CoRR, 2017

2016

Using Bregmann Divergence Regularized Machine for Comparison of Molecular Local Structures.

Raissa Relator, Nozomi Nagano, Tsuyoshi Kato

IEICE Trans. Inf. Syst., 2016

Adaptive Local Thresholding for Co-Localization Detection in Multi-Channel Fluorescence Microscopic Images.

Eisuke Ito, Yusuke Tomaru, Akira Iizuka, Hirokazu Hirai, Tsuyoshi Kato

IEICE Trans. Inf. Syst., 2016

Stochastic Dykstra Algorithms for Metric Learning on Positive Semi-Definite Cone.

Tomoki Matsuzawa, Raissa Relator, Jun Sese, Tsuyoshi Kato

CoRR, 2016

Stochastic Dykstra Algorithms for Metric Learning with Positive Definite Covariance Descriptors.

Tomoki Matsuzawa, Raissa Relator, Jun Sese, Tsuyoshi Kato

Proceedings of the Computer Vision - ECCV 2016, 2016

Dynamical Scale Transform in Tropical Geometry

Tsuyoshi Kato

WorldScientific, ISBN: 9789814635387, 2016

2015

EzCatDB: the enzyme reaction database, 2015 update.

Nozomi Nagano, Naoko Nakayama, Kazuyoshi Ikeda, Masaru Fukuie, Kiyonobu Yokota, Takuo Doi, Tsuyoshi Kato, Kentaro Tomii

Nucleic Acids Res., 2015

Mahalanobis Encodings for Visual Categorization.

Tomoki Matsuzawa, Raissa Relator, Wataru Takei, Shinichiro Omachi, Tsuyoshi Kato

IPSJ Trans. Comput. Vis. Appl., 2015

New Descriptor for Glomerulus Detection in Kidney Microscopy Image.

Tsuyoshi Kato, Raissa Relator, Hayliang Ngouv, Yoshihiro Hirohashi, Tetsuhiro Kakimoto, Kinya Okada

CoRR, 2015

Segmental HOG: new descriptor for glomerulus detection in kidney microscopy image.

Tsuyoshi Kato, Raissa Relator, Hayliang Ngouv, Yoshihiro Hirohashi, Osamu Takaki, Tetsuhiro Kakimoto, Kinya Okada

BMC Bioinform., 2015

2014

Fuzzy Multiple Subspace Fitting for Anomaly Detection.

Raissa Relator, Tsuyoshi Kato, Takuma Tomaru, Naoya Ohta

IEICE Trans. Inf. Syst., 2014

Mean Polynomial Kernel and Its Application to Vector Sequence Recognition.

Raissa Relator, Yoshihiro Hirohashi, Eisuke Ito, Tsuyoshi Kato

IEICE Trans. Inf. Syst., 2014

2013

A Discriminative Metric Learning Algorithm for Face Recognition.

Tsuyoshi Kato, Wataru Takei, Shinichiro Omachi

IPSJ Trans. Comput. Vis. Appl., 2013

Mean polynomial kernel for face membership authentication.

Raissa Relator, Yoshihiro Hirohashi, Tsuyoshi Kato

Proceedings of the 13. IAPR International Conference on Machine Vision Applications, 2013

Impulse noise removal by using one-dimensional switching median filter applied along space-filling curve reflecting structural context of image.

Takanori Koga, Noriaki Suetake, Tsuyoshi Kato, Eiji Uchino

Proceedings of the IECON 2013, 2013

2012

Statistical Estimation for CAPM with Long-Memory Dependence.

Tomoyuki Amano, Tsuyoshi Kato, Masanobu Taniguchi

Adv. Decis. Sci., 2012

2011

Transfer Learning for cytochrome P450 Isozyme Selectivity Prediction.

Reiji Teramoto, Tsuyoshi Kato

J. Bioinform. Comput. Biol., 2011

Computationally Efficient Multi-task Learning with Least-squares Probabilistic Classifiers.

Jaak Simm, Masashi Sugiyama, Tsuyoshi Kato

IPSJ Trans. Comput. Vis. Appl., 2011

Discriminative structural approaches for enzyme active-site prediction.

Tsuyoshi Kato, Nozomi Nagano

BMC Bioinform., 2011

2010

Conic Programming for Multitask Learning.

Tsuyoshi Kato, Hisashi Kashima, Masashi Sugiyama, Kiyoshi Asai

IEEE Trans. Knowl. Data Eng., 2010

Geometric Representations of Interacting Maps.

Tsuyoshi Kato

Int. J. Math. Math. Sci., 2010

A Transfer Learning Approach and Selective Integration of Multiple Types of Assays for Biological Network Inference.

Tsuyoshi Kato, Kinya Okada, Hisashi Kashima, Masashi Sugiyama

Int. J. Knowl. Discov. Bioinform., 2010

Metric learning for enzyme active-site search.

Tsuyoshi Kato, Nozomi Nagano

Bioinform., 2010

Parametric Templates: A New Enzyme Active-Site Prediction Algorithm.

Tsuyoshi Kato, Kazuhiro Suwa, Nozomi Nagano

Proceedings of the ICDMW 2010, 2010

An Accurate Prediction Method for Protein Structural Class from Signal Patterns of NMR Spectra in the Absence of Chemical Shift Assignments.

Hiromi Arai, Naoya Tochio, Tsuyoshi Kato, Takanori Kigawa, Masayuki Yamamura

Proceedings of the 10th IEEE International Conference on Bioinformatics and Bioengineering, 2010

2009

Robust Label Propagation on Multiple Networks.

Tsuyoshi Kato, Hisashi Kashima, Masashi Sugiyama

IEEE Trans. Neural Networks, 2009

Recent Advances and Trends in Large-Scale Kernel Methods.

Hisashi Kashima, Tsuyoshi Idé, Tsuyoshi Kato, Masashi Sugiyama

IEICE Trans. Inf. Syst., 2009

Simultaneous inference of biological networks of multiple species from genome-wide data and evolutionary information: a semi-supervised approach.

Hisashi Kashima, Yoshihiro Yamanishi, Tsuyoshi Kato, Masashi Sugiyama, Koji Tsuda

Bioinform., 2009

Link Propagation: A Fast Semi-supervised Learning Algorithm for Link Prediction.

Hisashi Kashima, Tsuyoshi Kato, Yoshihiro Yamanishi, Masashi Sugiyama, Koji Tsuda

Proceedings of the SIAM International Conference on Data Mining, 2009

2008

Integration of Multiple Networks for Robust Label Propagation.

Tsuyoshi Kato, Hisashi Kashima, Masashi Sugiyama

Proceedings of the SIAM International Conference on Data Mining, 2008

2007

Capacitive Sensing of Electrocardiographic Potential Through Cloth From the Dorsal Surface of the Body in a Supine Position: A Preliminary Study.

Akinori Ueno, Yasunao Akabane, Tsuyoshi Kato, Hiroshi Hoshino, Sachiyo Kataoka, Yoji Ishiyama

IEEE Trans. Biomed. Eng., 2007

Classification of heterogeneous microarray data by maximum entropy kernel.

Wataru Fujibuchi, Tsuyoshi Kato

BMC Bioinform., 2007

Multi-Task Learning via Conic Programming.

Tsuyoshi Kato, Hisashi Kashima, Masashi Sugiyama, Kiyoshi Asai

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

2006

Network-based de-noising improves prediction from microarray data.

Tsuyoshi Kato, Yukio Murata, Koh Miura, Kiyoshi Asai, Paul Horton, Koji Tsuda, Wataru Fujibuchi

BMC Bioinform., 2006

An Application of Capacitive Electrode for Detecting Electrocardiogram of Neonates and Infants.

Tsuyoshi Kato, Akinori Ueno, Sachiyo Kataoka, Hiroshi Hoshino, Yoji Ishiyama

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005

Selective integration of multiple biological data for supervised network inference.

Tsuyoshi Kato, Koji Tsuda, Kiyoshi Asai

Bioinform., 2005

Operator Dynamics in Molecular Biology.

Tsuyoshi Kato

Proceedings of the Advances in Natural Computation, First International Conference, 2005

2004

A New Variational Framework for Rigid-Body Alignment.

Tsuyoshi Kato, Koji Tsuda, Kentaro Tomii, Kiyoshi Asai

Proceedings of the Structural, 2004

2002

Asymmetric Gaussian and Its Application to Pattern Recognition.

Tsuyoshi Kato, Shinichiro Omachi, Hirotomo Aso

Proceedings of the Structural, 2002

2000

Precise Hand-printed Character Recognition Using Elastic Models via Nonlinear Transformation.

Tsuyoshi Kato, Shinichiro Omachi, Hirotomo Aso

Proceedings of the 15th International Conference on Pattern Recognition, 2000