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ORCIDTsuyoshi Kato
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2020 – today
- 2025
[i14]Gakuto Obi, Ayato Saito, Yuto Sasaki, Tsuyoshi Kato:
Linearly Convergent Mixup Learning. CoRR abs/2501.07794 (2025)- 2024
- [j39]Yuya Takada, Rikuto Mochida, Miya Nakajima, Syun-suke Kadoya, Daisuke Sano, Tsuyoshi Kato:
Stochastic Dual Coordinate Ascent for Learning Sign Constrained Linear Predictors. IEICE Trans. Inf. Syst. 107(12): 1493-1503 (2024) - [j38]Rikuto Mochida, Miya Nakajima, Haruki Ono, Takahiro Ando, Tsuyoshi Kato:
Mixup SVM Learning for Compound Toxicity Prediction Using Human Pluripotent Stem Cells. IEICE Trans. Inf. Syst. 107(12): 1542-1545 (2024) - [c18]Shojiro Tsutsui
, Michihiro Karino, Kenichi Kuroki, Aya Fukumoto, Yusuke Hamano, Kenji Sobata, Temma Saito, Tatsunori Kawamoto, Taku Odashima, Tsuyoshi Kato, Yosuke Motohashi:
A Case Study on Enhancing Inquiry Response in a Non-Life Insurance Company Using Generative AI. ICAIF 2024: 108-116 - [i13]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 abs/2405.16580 (2024) - 2023
- [i12]Yuya Takada, Tsuyoshi Kato:
Multi-Target Tobit Models for Completing Water Quality Data. CoRR abs/2302.10648 (2023) - [i11]Miya Nakajima, Takahiro Saitoh, Tsuyoshi Kato:
A Study on Deep CNN Structures for Defect Detection From Laser Ultrasonic Visualization Testing Images. CoRR abs/2305.18327 (2023) - [i10]Miya Nakajima, Takahiro Saitoh, Tsuyoshi Kato:
Simulation-Aided Deep Learning for Laser Ultrasonic Visualization Testing. CoRR abs/2305.18614 (2023) - 2022
- [j37]Kenya Tajima, Takahiko Henmi, Tsuyoshi Kato:
Frank-Wolfe for Sign-Constrained Support Vector Machines. IEICE Trans. Inf. Syst. 105-D(10): 1734-1742 (2022) - 2021
- [j36]Hongyuan Cao, Tsuyoshi Kato:
Asymmetric Tobit Analysis for Correlation Estimation from Censored Data. IEICE Trans. Inf. Syst. 104-D(10): 1632-1639 (2021) - [j35]Kenya Tajima, Yoshihiro Hirohashi, Esmeraldo Ronnie Rey Zara, Tsuyoshi Kato:
Frank-Wolfe Algorithm for Learning SVM-Type Multi-Category Classifiers. IEICE Trans. Inf. Syst. 104-D(11): 1923-1929 (2021) - [c17]Takahiko Henmi, Esmeraldo Ronnie Rey Zara, Yoshihiro Hirohashi, Tsuyoshi Kato:
Adaptive Signal Variances: CNN Initialization Through Modern Architectures. ICIP 2021: 374-378 - [c16]Kenya Tajima, Yoshihiro Hirohashi, Esmeraldo Ronnie Rey Zara, Tsuyoshi Kato:
Frank-Wolfe algorithm for learning SVM-type multi-category classifiers. SDM 2021: 432-440 - [i9]Kenya Tajima, Takahiko Henmi, Kohei Tsuchida, Esmeraldo Ronnie Rey Zara, Tsuyoshi Kato:
Learning Sign-Constrained Support Vector Machines. CoRR abs/2101.01473 (2021) - 2020
- [j34]Yoshihiro Hirohashi, Tsuyoshi Kato:
Corrected Stochastic Dual Coordinate Ascent for Top-k SVM. IEICE Trans. Inf. Syst. 103-D(11): 2323-2331 (2020) - [j33]Yoshihiro Hirohashi, Tsuyoshi Kato:
Learning Weighted Top-k Support Vector Machine. J. Inf. Process. 28: 387-393 (2020) - [c15]Kenya Tajima, Kohei Tsuchida, Esmeraldo Ronnie Rey Zara, Naoya Ohta, Tsuyoshi Kato:
Learning Sign-Constrained Support Vector Machines. ICPR 2020: 3264-3271 - [i8]Takahiko Henmi, Esmeraldo Ronnie Rey Zara, Yoshihiro Hirohashi, Tsuyoshi Kato:
Adaptive Signal Variances: CNN Initialization Through Modern Architectures. CoRR abs/2008.06885 (2020) - [i7]Kenya Tajima, Yoshihiro Hirohashi, Esmeraldo Ronnie Rey Zara, Tsuyoshi Kato:
Frank-Wolfe algorithm for learning SVM-type multi-category classifiers. CoRR abs/2008.08894 (2020)
2010 – 2019
- 2019
- [j32]Rachelle Rivero, Yuya Onuma, Tsuyoshi Kato:
Threshold Auto-Tuning Metric Learning. IEICE Trans. Inf. Syst. 102-D(6): 1163-1170 (2019) - [j31]Kotaro Iizuka, Tsuyoshi Kato, Sisva Silsigia, Alifia Yuni Soufiningrum, Osamu Kozan:
Estimating and Examining the Sensitivity of Different Vegetation Indices to Fractions of Vegetation Cover at Different Scaling Grids for Early Stage Acacia Plantation Forests Using a Fixed-Wing UAS. Remote. Sens. 11(15): 1816 (2019) - [c14]Tsuyoshi Kato, Yoshihiro Hirohashi:
Learning Weighted Top-k Support Vector Machine. ACML 2019: 774-789 - 2018
- [j30]Rachelle Rivero, Tsuyoshi Kato:
Parametric Models for Mutual Kernel Matrix Completion. IEICE Trans. Inf. Syst. 101-D(12): 2976-2983 (2018) - [j29]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): 1345 (2018) - [i6]Yuya Onuma, Rachelle Rivero, Tsuyoshi Kato:
Threshold Auto-Tuning Metric Learning. CoRR abs/1801.02125 (2018) - [i5]Rachelle Rivero, Tsuyoshi Kato:
Parametric Models for Mutual Kernel Matrix Completion. CoRR abs/1804.06095 (2018) - 2017
- [j28]Tomoki Matsuzawa, Eisuke Ito, Raissa Relator, Jun Sese, Tsuyoshi Kato:
Stochastic Dykstra Algorithms for Distance Metric Learning with Covariance Descriptors. IEICE Trans. Inf. Syst. 100-D(4): 849-856 (2017) - [j27]Rachelle Rivero, Richard Lemence, Tsuyoshi Kato:
Mutual Kernel Matrix Completion. IEICE Trans. Inf. Syst. 100-D(8): 1844-1851 (2017) - [i4]Tsuyoshi Kato, Rachelle Rivero:
Mutual Kernel Matrix Completion. CoRR abs/1702.04077 (2017) - [i3]Tsuyoshi Kato, Misato Kobayashi, Daisuke Sano:
Sign-Constrained Regularized Loss Minimization. CoRR abs/1710.04380 (2017) - 2016
- [b1]Tsuyoshi Kato:
Dynamical Scale Transform in Tropical Geometry. WorldScientific 2016, ISBN 9789814635363, pp. 1-272 - [j26]Raissa Relator, Nozomi Nagano, Tsuyoshi Kato:
Using Bregmann Divergence Regularized Machine for Comparison of Molecular Local Structures. IEICE Trans. Inf. Syst. 99-D(1): 275-278 (2016) - [j25]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. 99-D(11): 2851-2855 (2016) - [c13]Tomoki Matsuzawa, Raissa Relator, Jun Sese, Tsuyoshi Kato:
Stochastic Dykstra Algorithms for Metric Learning with Positive Definite Covariance Descriptors. ECCV (6) 2016: 786-799 - [i2]Tomoki Matsuzawa, Raissa Relator, Jun Sese, Tsuyoshi Kato:
Stochastic Dykstra Algorithms for Metric Learning on Positive Semi-Definite Cone. CoRR abs/1601.01422 (2016) - 2015
- [j24]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: 316:1-316:16 (2015) - [j23]Tomoki Matsuzawa, Raissa Relator, Wataru Takei, Shinichiro Omachi, Tsuyoshi Kato:
Mahalanobis Encodings for Visual Categorization. Inf. Media Technol. 10(3): 468-472 (2015) - [j22]Tomoki Matsuzawa, Raissa Relator, Wataru Takei, Shinichiro Omachi, Tsuyoshi Kato:
Mahalanobis Encodings for Visual Categorization. IPSJ Trans. Comput. Vis. Appl. 7: 69-73 (2015) - [j21]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): 453-458 (2015) - [i1]Tsuyoshi Kato, Raissa Relator, Hayliang Ngouv, Yoshihiro Hirohashi, Tetsuhiro Kakimoto, Kinya Okada:
New Descriptor for Glomerulus Detection in Kidney Microscopy Image. CoRR abs/1506.05920 (2015) - 2014
- [j20]Raissa Relator, Yoshihiro Hirohashi, Eisuke Ito, Tsuyoshi Kato:
Mean Polynomial Kernel and Its Application to Vector Sequence Recognition. IEICE Trans. Inf. Syst. 97-D(7): 1855-1863 (2014) - [j19]Raissa Relator, Tsuyoshi Kato, Takuma Tomaru, Naoya Ohta:
Fuzzy Multiple Subspace Fitting for Anomaly Detection. IEICE Trans. Inf. Syst. 97-D(10): 2730-2738 (2014) - 2013
- [j18]Tsuyoshi Kato, Wataru Takei, Shinichiro Omachi:
A Discriminative Metric Learning Algorithm for Face Recognition. Inf. Media Technol. 8(4): 1076-1080 (2013) - [j17]Tsuyoshi Kato, Wataru Takei, Shinichiro Omachi:
A Discriminative Metric Learning Algorithm for Face Recognition. IPSJ Trans. Comput. Vis. Appl. 5: 85-89 (2013) - [c12]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: 2438-2441 - [c11]Raissa Relator, Yoshihiro Hirohashi, Tsuyoshi Kato:
Mean polynomial kernel for face membership authentication. MVA 2013: 1-4 - 2012
- [j16]Tomoyuki Amano, Tsuyoshi Kato, Masanobu Taniguchi:
Statistical Estimation for CAPM with Long-Memory Dependence. Adv. Decis. Sci. 2012: 571034:1-571034:12 (2012) - 2011
- [j15]Tsuyoshi Kato, Nozomi Nagano:
Discriminative structural approaches for enzyme active-site prediction. BMC Bioinform. 12(S-1): S49 (2011) - [j14]Jaak Simm, Masashi Sugiyama, Tsuyoshi Kato:
Computationally Efficient Multi-task Learning with Least-squares Probabilistic Classifiers. Inf. Media Technol. 6(2): 508-515 (2011) - [j13]Jaak Simm, Masashi Sugiyama, Tsuyoshi Kato:
Computationally Efficient Multi-task Learning with Least-squares Probabilistic Classifiers. IPSJ Trans. Comput. Vis. Appl. 3: 1-8 (2011) - [j12]Reiji Teramoto, Tsuyoshi Kato:
Transfer Learning for cytochrome P450 Isozyme Selectivity Prediction. J. Bioinform. Comput. Biol. 9(4): 521-540 (2011) - 2010
- [j11]Tsuyoshi Kato, Nozomi Nagano:
Metric learning for enzyme active-site search. Bioinform. 26(21): 2698-2704 (2010) - [j10]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): 66-80 (2010) - [j9]Tsuyoshi Kato:
Geometric Representations of Interacting Maps. Int. J. Math. Math. Sci. 2010: 783738:1-783738:48 (2010) - [j8]Tsuyoshi Kato, Hisashi Kashima, Masashi Sugiyama, Kiyoshi Asai:
Conic Programming for Multitask Learning. IEEE Trans. Knowl. Data Eng. 22(7): 957-968 (2010) - [c10]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: 32-37 - [c9]Tsuyoshi Kato, Kazuhiro Suwa, Nozomi Nagano:
Parametric Templates: A New Enzyme Active-Site Prediction Algorithm. ICDM Workshops 2010: 711-718
2000 – 2009
- 2009
- [j7]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): 2962-2968 (2009) - [j6]Hisashi Kashima, Tsuyoshi Idé, Tsuyoshi Kato, Masashi Sugiyama:
Recent Advances and Trends in Large-Scale Kernel Methods. IEICE Trans. Inf. Syst. 92-D(7): 1338-1353 (2009) - [j5]Tsuyoshi Kato, Hisashi Kashima, Masashi Sugiyama:
Robust Label Propagation on Multiple Networks. IEEE Trans. Neural Networks 20(1): 35-44 (2009) - [c8]Hisashi Kashima, Tsuyoshi Kato, Yoshihiro Yamanishi, Masashi Sugiyama, Koji Tsuda:
Link Propagation: A Fast Semi-supervised Learning Algorithm for Link Prediction. SDM 2009: 1100-1111 - 2008
- [c7]Tsuyoshi Kato, Hisashi Kashima, Masashi Sugiyama:
Integration of Multiple Networks for Robust Label Propagation. SDM 2008: 716-726 - 2007
- [j4]Wataru Fujibuchi, Tsuyoshi Kato:
Classification of heterogeneous microarray data by maximum entropy kernel. BMC Bioinform. 8 (2007) - [j3]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): 759-766 (2007) - [c6]Tsuyoshi Kato, Hisashi Kashima, Masashi Sugiyama, Kiyoshi Asai:
Multi-Task Learning via Conic Programming. NIPS 2007: 737-744 - 2006
- [j2]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) - [c5]Tsuyoshi Kato, Akinori Ueno, Sachiyo Kataoka, Hiroshi Hoshino, Yoji Ishiyama:
An Application of Capacitive Electrode for Detecting Electrocardiogram of Neonates and Infants. EMBC 2006: 916-919 - 2005
- [j1]Tsuyoshi Kato, Koji Tsuda, Kiyoshi Asai:
Selective integration of multiple biological data for supervised network inference. Bioinform. 21(10): 2488-2495 (2005) - [c4]Tsuyoshi Kato:
Operator Dynamics in Molecular Biology. ICNC (2) 2005: 963-977 - 2004
- [c3]Tsuyoshi Kato, Koji Tsuda, Kentaro Tomii, Kiyoshi Asai:
A New Variational Framework for Rigid-Body Alignment. SSPR/SPR 2004: 171-179 - 2002
- [c2]Tsuyoshi Kato, Shinichiro Omachi, Hirotomo Aso:
Asymmetric Gaussian and Its Application to Pattern Recognition. SSPR/SPR 2002: 405-413 - 2000
- [c1]Tsuyoshi Kato, Shinichiro Omachi, Hirotomo Aso:
Precise Hand-printed Character Recognition Using Elastic Models via Nonlinear Transformation. ICPR 2000: 2364-2367
Coauthor Index
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