Researcher Profile and Settings

Researcher

• Name

  KATO Tsuyoshi

Profile and Settings

• Name

  Tsuyoshi, Kato

Website

• URI

  https://ts.inf.gunma-u.ac.jp/katolab1/, Tsuyoshi Kato

Affiliation

• Gunma University

Degree

• PhD

Research Experience

• Mar. 2003, Mar. 2003

Research Activities

Research Areas

• Informatics, Biological, health, and medical informatics
• Environmental science/Agricultural science, Environmental load/risk assessment

Published Papers

• Automatic Detection of Concrete Surface Defects Using PRE-TRAINED CNN and Laser Ultrasonic Visualization Testing, Takahiro Saitoh, Tsuyoshi Kato, and Sohichi Hirose, Oct. 2024, International Journal of Prognostics and Health Management
• 超音波非破壊検査における生成モデルを用いた教師なし異常検知および欠陥位置推定, 安藤 佑咲, 中島 未椰, 斎藤 隆泰, 加藤 毅, 2024, 5, 3, 457, 467
• Mixup SVM Learning for Compound Toxicity Prediction Using Human Pluripotent Stem Cells, Rikuto Mochida, Miya Nakajima, Haruki Ono, Takahiro Ando, Tsuyoshi Kato, Dec. 2024, IEICE Transactions on Information & Systems, E107-D, 12, 1542, 1545
• Stochastic Dual Coordinate Ascent for Learning Sign Constrained Linear Predictors, Yuya Takada, Rikuto Mochida, Miya Nakajima, Syun-suke Kadoya, Daisuke Sano, Tsuyoshi Kato, Dec. 2024, Transactions on Information & Systems, E107-D, 12, 1493, 1503
• Multi-Target Tobit Models for Completing Water Quality Data, Yuya Takada, Syun-suke Kadoya, Daisuke Sano, Tsuyoshi Kato, 2024, IPSJ Transactions on Mathematical Modeling and its Applications (TOM), Vol.17, No.2, 21, 29, Scientific journal
• Multi-Target Tobit Models for Completing Water Quality Data, Miya Nakajima, Takahiro Saitoh, Tsuyoshi Kato, 2023, Intelligence, Informatics and Infrastructure,, Volume 4, Issue 3, 1, 11, Scientific journal
• レーザ超音波可視化試験における欠陥検出のための深層, 中島 未椰，斎藤隆泰，加藤毅, 2022, 3, C, 916, 924, Scientific journal
• Modeling Pooling Layers For CNN Initialization, Henmi Takahiko and Tsuyoshi Kato, 26 Jul. 2022, IPSJ Transactions on Mathematical Modeling and its Applications, 15, 3, 29, 37, Scientific journal
• Frank-Wolfe algorithm for learning SVM-type multi-category classifiers, Kenya Tajima, Yoshihiro Hirohashi, Esmeraldo Ronnie Rey Zara, Tsuyoshi Kato, 2021, IEICE Transactions on Information and Systems, E104-D, 11, 1923, 1929, Scientific journal
• Asymmetric Tobit analysis for correlation estimation from censored data, HongYuan Cao and Tsuyoshi Kato, 2021, IEICE Transactions on Information & Systems, E104-D, 10, 1632, 1639, Scientific journal
• 時間領域境界要素法で求めた散乱波動場の深層学習と欠陥種別の判定の試み, 斎藤隆泰・加藤毅・廣瀬壮一, 2021, 70, 7, 272, 279, Scientific journal
• Learning Sign-Constrained Support Vector Machines, Kenya Tajima, Takahiko Henmi, Kohei Tsuchida, Esmeraldo Ronnie R. Zara, and Tsuyoshi Kato, Jan. 2021, arXiv
• Asymmetric Tobit analysis for correlation estimation from censored data, HongYuan Cao and Tsuyoshi Kato, Jan. 2021, arXiv
• Corrected Stochastic Dual Coordinate Ascent for Top-k SVM, Yoshihiro Hirohashi, Tsuyoshi Kato, Nov. 2020, IEICE Transactions on Information & Systems, E103.D, 11, 2323, 2331, Scientific journal

  DOI
• Adaptive Signal Variances: CNN Initialization Through Modern Architectures, Takahiko Henmi, Esmeraldo Ronnie Rey Zara, Yoshihiro Hirohashi, Tsuyoshi Kato, Aug. 2020, arXiv
• Learning Weighted Top-k Support Vector Machine, Yoshihiro Hirohashi, Tsuyoshi Kato, Jul. 2020, IPSJ Journal, 28, 387, 393, Scientific journal

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• レーザー超音波可視化試験に対する深層学習, 斎藤隆泰・蓑輪里歩・ 加藤毅, Jun. 2020, 25, 6, 1, 7, Scientific journal
• Required chlorination doses to fulfill the credit value for disinfection of enteric viruses in water: A critical review, Andri Taruna Rachmadi, Masaaki Kitajima, Tsuyoshi Kato, Hiroyuki Kato, Satoshi Okabe, Daisuke Sano, Jan. 2020, Environmental Science & Technology, 54, 4, 2068, 2077, Scientific journal

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• Evaluation of a network switch with whitelist-based packet monitoring and control in hospital networks, Osamu Takaki, Ichiro Suzuta, Kota Torikai, Yuichiro Saito, Tsuyoshi Kato, Tetsuya Sato, Hiroki Endo, Yoshifumi Atarashi, Nov. 2019, Advanced Engineering Forum, 38, 222, 232, Scientific journal

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• Learning Weighted Top-k Support Vector Machine, Tsuyoshi Kato, Yoshihiro Hirohashi, Oct. 2019, Proceedings of The Eleventh Asian Conference on Machine Learning, PMLR, 101, 774, 789, International conference proceedings
• Threshold Auto-Tuning Metric Learning, Rachelle Rivero, Yuya Onuma, Tsuyoshi Kato, Jun. 2019, IEICE Transactions on Information & Systems, E102-D, 6, 1163, 1170, Scientific journal

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• Sign-constrained linear regression for prediction of microbe concentration based on water quality datasets, Tsuyoshi Kato, Ayano Kobayashi, Wakana Oishi, Syun-suke Kadoya, Satoshi Okabe, Naoya Ohta, Mohan Amarasiri, and Daisuke Sano, Apr. 2019, Journal of Water and Health, 17, 3, 404, 415, Scientific journal

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• Prediction of developmental chemical toxicity based on gene networks of human embryonic stem cells (vol 44, pg 5515, 2016), Yamane, Junko;Aburatani, Sachiyo;Imanishi, Satoshi;Akanuma, Hiromi;Nagano, Reiko;Kato, Tsuyoshi;Sone, Hideko;Ohsako, Seiichiroh;Fujibuchi, Wataru, 2019, NUCLEIC ACIDS RESEARCH, 47, 3, 1600, 1600

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• Sign-constrained linear regression for prediction of microbe concentration based on water quality datasets, Kato, Tsuyoshi;Kobayashi, Ayano;Oishi, Wakana;Kadoya, Syun-suke;Okabe, Satoshi;Ohta, Naoya;Amarasiri, Mohan;Sano, Daisuke, 2019, JOURNAL OF WATER AND HEALTH, 17, 3, 404, 415

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• Threshold Auto-Tuning Metric Learning, Rivero, Rachelle;Onuma, Yuya;Kato, Tsuyoshi, 2019, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E102D, 6, 1163, 1170

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• Parametric Models for Mutual Kernel Matrix Completion, Rachelle Rivero, Tsuyoshi Kato, Dec. 2018, IEICE Transactions on Information & Systems, E101-D, 12, 2976, 2983, Scientific journal

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• Virus Particle Detection by Convolutional Neural Network in Transmission Electron Microscopy Images, Eisuke Ito,Takaaki Sato,Daisuke Sano,Etsuko Utagawa,Tsuyoshi Kato, Jun. 2018, Food and Environmental Virology, 10, 2, 201, 208

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• Sapovirus in wastewater treatment plants in Tunisia: Prevalence, removal, and genetic characterization, Miguel Varela,Imen Ouardani,Tsuyoshi Kato,Syunsuke Kadoya,Mahjoub Aouni,Daisuke Sano,Jes?s Romalde, Mar. 2018, Applied and Environmental Microbiology, 84, 6, 1, 11

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• onstruction of high-precision chemical prediction system using human ESCs, Junko Yamane,Sachiyo Aburatani,Satoshi Imanishi,Hiromi Akanuma,Reiko Nagano,Tsuyoshi Kato,Hideko Sone,Seiichiroh Ohsako,Wataru Fujibuchi, 2018, Yakugaku Zasshi, 138, 6, 815, 822

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• Sapovirus in Wastewater Treatment Plants in Tunisia: Prevalence, Removal, and Genetic Characterization, Varela, Miguel F.;Ouardani, Imen;Kato, Tsuyoshi;Kadoya, Syunsuke;Aouni, Mahjoub;Sano, Daisuke;Romalde, Jesus L., 2018, APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 84, 6

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• Virus Particle Detection by Convolutional Neural Network in Transmission Electron Microscopy Images, Ito, Eisuke;Sato, Takaaki;Sano, Daisuke;Utagawa, Etsuko;Kato, Tsuyoshi, 2018, FOOD AND ENVIRONMENTAL VIROLOGY, 10, 2, 201, 208

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• Construction of a High-precision Chemical Prediction System Using Human ESCs, Yamane, Junko;Aburatani, Sachiyo;Imanishi, Satoshi;Akanuma, Hiromi;Nagano, Reiko;Kato, Tsuyoshi;Sone, Hideko;Ohsako, Seiichiroh;Fujibuchi, Wataru, 2018, YAKUGAKU ZASSHI-JOURNAL OF THE PHARMACEUTICAL SOCIETY OF JAPAN, 138, 6, 815, 822
• Parametric Models for Mutual Kernel Matrix Completion, Rivero, Rachelle;Kato, Tsuyoshi, 2018, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E101D, 12, 2976, 2983

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• Target virus log(10) reduction values determined for two reclaimed wastewater irrigation scenarios in Japan based on tolerable annual disease burden, Toshihiro Ito,Masaaki Kitajima,Tsuyoshi Kato,Satoshi Ishii,Takahiro Segawa,Satoshi Okabe,Daisuke Sano, Nov. 2017, WATER RESEARCH, 125, 438, 448, Scientific journal

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• Mutual Kernel Matrix Completion, Rachelle Rivero,Richard Lemence,Tsuyoshi Kato, Aug. 2017, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E100D, 8, 1844, 1851, Scientific journal

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• Stochastic Dykstra Algorithms for Distance Metric Learning with Covariance Descriptors, Tomoki Matsuzawa,Eisuke Ito,Raissa Relator,Jun Sese,Tsuyoshi Kato, Apr. 2017, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E100D, 4, 849, 856, Scientific journal

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• Removal of human pathogenic viruses in a down-flow hanging sponge (DHS) reactor treating municipal wastewater and health risks associated with utilization of the effluent for agricultural irrigation, Naohiro Kobayashi,Mamoru Oshiki,Toshihiro Ito,Takahiro Segawa,Masashi Hatamoto,Tsuyoshi Kato,Takashi Yamaguchi,Kengo Kubota,Masanobu Takahashi,Akinori Iguchi,Tadashi Tagawa,Tsutomu Okubo,Shigeki Uemura,Hideki Harada,Toshiki Motoyama,Nobuo Araki,Daisuke Sano, Mar. 2017, WATER RESEARCH, 110, 389, 398, Scientific journal

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• Analysis of Nurse Call Data Based on the Medical Care Process, Osamu Takaki,Tsuyoshi Kato,Atsuko Sugimoto,Kota Torikai,Hiroki Endo,Yuichiro Saito, Jan. 2017, International Interdisciplinary Journal, 20, 1B, 643, 665
• Removal of human pathogenic viruses in a down-flow hanging sponge (DHS) reactor treating municipal wastewater and health risks associated with utilization of the effluent for agricultural irrigation, Kobayashi, Naohiro;Oshiki, Mamoru;Ito, Toshihiro;Segawa, Takahiro;Hatamoto, Masashi;Kato, Tsuyoshi;Yamaguchi, Takashi;Kubota, Kengo;Takahashi, Masanobu;Iguchi, Akinori;Tagawa, Tadashi;Okubo, Tsutomu;Uemura, Shigeki;Harada, Hideki;Motoyama, Toshiki;Araki, Nobuo;Sano, Daisuke, 2017, WATER RESEARCH, 110, 389, 398

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• Stochastic Dykstra Algorithms for Distance Metric Learning with Covariance Descriptors, Matsuzawa, Tomoki;Ito, Eisuke;Relator, Raissa;Sese, Jun;Kato, Tsuyoshi, 2017, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E100D, 4, 849, 856

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• Mutual Kernel Matrix Completion, Rivero, Rachelle;Lemence, Richard;Kato, Tsuyoshi, 2017, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E100D, 8, 1844, 1851

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• Target virus log(10) reduction values determined for two reclaimed wastewater irrigation scenarios in Japan based on tolerable annual disease burden, Ito, Toshihiro;Kitajima, Masaaki;Kato, Tsuyoshi;Ishii, Satoshi;Segawa, Takahiro;Okabe, Satoshi;Sano, Daisuke, 2017, WATER RESEARCH, 125, 438, 448

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• Evaluation of virus reduction efficiency in wastewater treatment unit processes as a credit value in the multiple-barrier system for wastewater reclamation and reuse, Toshihiro Ito,Tsuyoshi Kato,Makoto Hasegawa,Hiroyuki Katayama,Satoshi Ishii,Satoshi Okabe,Daisuke Sano, Dec. 2016, JOURNAL OF WATER AND HEALTH, 14, 6, 879, 889, Scientific journal

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• Adaptive Local Thresholding for Co-Localization Detection in Multi-Channel Fluorescence Microscopic Images, Eisuke Ito,Yusuke Tomaru,Akira Iizuka,Hirokazu Hirai,Tsuyoshi Kato, Nov. 2016, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E99D, 11, 2851, 2855, Scientific journal

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• Prediction of developmental chemical toxicity based on gene networks of human embryonic stem cells, Junko Yamane,Sachiyo Aburatani,Satoshi Imanishi,Hiromi Akanuma,Reiko Nagano,Tsuyoshi Kato,Hideko Sone,Seiichiroh Ohsako,Wataru Fujibuchi, Jul. 2016, NUCLEIC ACIDS RESEARCH, 44, 12, 5515, 5528, Scientific journal

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• Sensorless cardiac phase detection for synchronized control of ventricular assist devices using nonlinear kernel regression model, Yoshihiro Hirohashi,Akira Tanaka,Makoto Yoshizawa,Norihiro Sugita,Makoto Abe,Tsuyoshi Kato,Yasuyuki Shiraishi,Hidekazu Miura,Tomoyuki Yambe, Jun. 2016, JOURNAL OF ARTIFICIAL ORGANS, 19, 2, 114, 120, Scientific journal

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• 下水再生処理におけるヒト腸管系ウイルスの目標除去効率の算定法, 伊藤寿宏,押木守,小林直央,加藤毅,瀬川高弘,幡本将史,山口隆司,原田秀樹,北島正章,岡部聡,佐野大輔, Apr. 2016, 72, 7, III_305, III_313

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• Estimation of concentration ratio of indicator to pathogen-related gene in environmental water based on left-censored data, Tsuyoshi Kato,Ayano Kobayashi,Toshihiro Ito,Takayuki Miura,Satoshi Ishii,Satoshi Okabe,Daisuke Sano, Feb. 2016, JOURNAL OF WATER AND HEALTH, 14, 1, 14, 25, Scientific journal

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• Using Bregmann Divergence Regularized Machine for Comparison of Molecular Local Structures, Raissa Relator,Nozomi Nagano,Tsuyoshi Kato, Jan. 2016, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E99D, 1, 275, 278, Scientific journal

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• Stochastic Dykstra Algorithms for Metric Learning with Positive Definite Covariance Descriptors, Tomoki Matsuzawa,Raissa Relator,Jun Sese,Tsuyoshi Kato, 2016, COMPUTER VISION - ECCV 2016, PT VI, 9910, 786, 799, International conference proceedings

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• 水中病原体の許容感染リスクに基づいた水質衛生基準候補値の算出方法に関する提案, 小林彩乃,佐野大輔,加藤毅,伊藤寿宏,宮村明帆,三浦尚之,石井聡,岡部聡, 2016, 72, 3, 40, 49

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• Prediction of developmental chemical toxicity based on gene networks of human embryonic stem cells, Yamane, Junko;Aburatani, Sachiyo;Imanishi, Satoshi;Akanuma, Hiromi;Nagano, Reiko;Kato, Tsuyoshi;Sone, Hideko;Ohsako, Seiichiroh;Fujibuchi, Wataru, 2016, NUCLEIC ACIDS RESEARCH, 44, 12, 5515, 5528

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• Sensorless cardiac phase detection for synchronized control of ventricular assist devices using nonlinear kernel regression model, Hirohashi, Yoshihiro;Tanaka, Akira;Yoshizawa, Makoto;Sugita, Norihiro;Abe, Makoto;Kato, Tsuyoshi;Shiraishi, Yasuyuki;Miura, Hidekazu;Yambe, Tomoyuki, 2016, JOURNAL OF ARTIFICIAL ORGANS, 19, 2, 114, 120

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• Adaptive Local Thresholding for Co-Localization Detection in Multi-Channel Fluorescence Microscopic Images, Ito, Eisuke;Tomaru, Yusuke;Iizuka, Akira;Hirai, Hirokazu;Kato, Tsuyoshi, 2016, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E99D, 11, 2851, 2855

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• Evaluation of virus reduction efficiency in wastewater treatment unit processes as a credit value in the multiple-barrier system for wastewater reclamation and reuse, Ito, Toshihiro;Kato, Tsuyoshi;Hasegawa, Makoto;Katayama, Hiroyuki;Ishii, Satoshi;Okabe, Satoshi;Sano, Daisuke, 2016, JOURNAL OF WATER AND HEALTH, 14, 6, 879, 889

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• Bayesian modeling of virus removal efficiency in wastewater treatment processes, T. Ito,T. Kato,K. Takagishi,S. Okabe,D. Sano, Nov. 2015, WATER SCIENCE AND TECHNOLOGY, 72, 10, 1789, 1795, Scientific journal

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• 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, Sep. 2015, BMC BIOINFORMATICS, 16, 1, 316, Scientific journal

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• Mahalanobis Encodings for Visual Categorization, Tomoki Matsuzawa,Raissa Relator,Wataru Takei,Shinichiro Omachi,Tsuyoshi Kato, Jun. 2015, IPSJ Transactions on Computer Vision and Applications, 7, 69, 73

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• Quantitative analysis of markers of podocyte injury in the rat puromycin aminonucleoside nephropathy model, Tetsuhiro Kakimoto,Kinya Okada,Keisuke Fujitaka,Masashi Nishio,Tsuyoshi Kato,Atsushi Fukunari,Hiroyuki Utsumi, Feb. 2015, EXPERIMENTAL AND TOXICOLOGIC PATHOLOGY, 67, 2, 171, 177, Scientific journal

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• EzCatDB: the enzyme reaction database, 2015 update, Nozomi Nagano,Naoko Nakayama,Kazuyoshi Ikeda,Masaru Fukuie,Kiyonobu Yokota,Takuo Doi,Tsuyoshi Kato,Kentaro Tomii, Jan. 2015, NUCLEIC ACIDS RESEARCH, 43, D1, D453, D458, Scientific journal

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• Fuzzy Multiple Subspace Fitting for Anomaly Detection, Raissa Relator,Tsuyoshi Kato,Takuma Tomaru,Naoya Ohta, Oct. 2014, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E97D, 10, 2730, 2738, Scientific journal

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• Automated image analysis of a glomerular injury marker desmin in spontaneously diabetic Torii rats treated with losartan, Tetsuhiro Kakimoto,Kinya Okada,Yoshihiro Hirohashi,Raissa Relator,Mizue Kawai,Taku Iguchi,Keisuke Fujitaka,Masashi Nishio,Tsuyoshi Kato,Atsushi Fukunari,Hiroyuki Utsumi, Jul. 2014, JOURNAL OF ENDOCRINOLOGY, 222, 1, 43, 51, Scientific journal

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• Mean Polynomial Kernel and Its Application to Vector Sequence Recognition, Raissa Relator,Yoshihiro Hirohashi,Eisuke Ito,Tsuyoshi Kato, Jul. 2014, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E97D, 7, 1855, 1863, Scientific journal

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• Application of fluorescence spectroscopy using a novel fluoroionophore for quantification of zinc in urban runoff, Akira Hafuka,Hiroaki Yoshikawa,Koji Yamada,Tsuyoshi Kato,Masahiro Takahashi,Satoshi Okabe,Hisashi Satoh, May 2014, WATER RESEARCH, 54, 12, 20, Scientific journal

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• Automated Quantitative Image Analysis of Glomerular Desmin Immunostaining as a Sensitive Injury Marker in Spontaneously Diabtic Torii Rats, Yoshihiro Hirohashi,Raissa Relator,Tetsuhiro Kakimoto,Ryuta Saito,Yasushi Horai,Atsushi Fukunari,Hiroyuki Utsumi,Kinya Okada,Tsuyoshi Kato, May 2014, Journal of Biomedical Imaging Processing, 1, 1, 20, 28
• Application of fluorescence spectroscopy using a novel fluoroionophore for quantification of zinc in urban runoff, Hafuka, Akira;Yoshikawa, Hiroaki;Yamada, Koji;Kato, Tsuyoshi;Takahashi, Masahiro;Okabe, Satoshi;Satoh, Hisashi, 2014, WATER RESEARCH, 54, 12, 20

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• Automated image analysis of a glomerular injury marker desmin in spontaneously diabetic Torii rats treated with losartan, Kakimoto, Tetsuhiro;Okada, Kinya;Hirohashi, Yoshihiro;Relator, Raissa;Kawai, Mizue;Iguchi, Taku;Fujitaka, Keisuke;Nishio, Masashi;Kato, Tsuyoshi;Fukunari, Atsushi;Utsumi, Hiroyuki, 2014, JOURNAL OF ENDOCRINOLOGY, 222, 1, 43, 51

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• Mean Polynomial Kernel and Its Application to Vector Sequence Recognition, Relator, Raissa;Hirohashi, Yoshihiro;Ito, Eisuke;Kato, Tsuyoshi, 2014, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E97D, 7, 1855, 1863

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• Bayesian Modeling of Enteric Virus Density in Wastewater Using Left-Censored Data, Tsuyoshi Kato,Takayuki Miura,Satoshi Okabe,Daisuke Sano, Dec. 2013, FOOD AND ENVIRONMENTAL VIROLOGY, 5, 4, 185, 193, Scientific journal

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• Improved protein-ligand prediction using kernel weighted canonical correlation analysis, Raissa Relator,Tsuyoshi Kato,Richard Lemence, Jun. 2013, IPSJ Transaction on Bioinformatics, 6, 18, 28

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• A Discriminative Metric Learning Algorithm for Face Recognition, Tsuyoshi Kato,Wataru Takei,Shinichiro Omachi, Jun. 2013, IPSJ Transactions on Computer Vision and Applications, 5, 85, 89

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• Mean polynomial kernel for face membership authentication., Raissa Relator,Yoshihiro Hirohashi,Tsuyoshi Kato, 2013, Proceedings of the 13. IAPR International Conference on Machine Vision Applications, MVA 2013, Kyoto, Japan, May 20-23, 2013, 1, 4
• Bayesian Modeling of Enteric Virus Density in Wastewater Using Left-Censored Data, Kato, Tsuyoshi;Miura, Takayuki;Okabe, Satoshi;Sano, Daisuke, 2013, FOOD AND ENVIRONMENTAL VIROLOGY, 5, 4, 185, 193

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• TRANSFER LEARNING FOR CYTOCHROME P450 ISOZYME SELECTIVITY PREDICTION, Reiji Teramoto,Tsuyoshi Kato, Aug. 2011, JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, 9, 4, 521, 540, Scientific journal

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• Discriminative structural approaches for enzyme active-site prediction, Tsuyoshi Kato,Nozomi Nagano, Feb. 2011, BMC BIOINFORMATICS, 12, S49, Scientific journal

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• Computationally efficient multi-task learning with least-squares probabilistic classifiers, Jaak Simm,Masashi Sugiyama,Tsuyoshi Kato, Feb. 2011, IPSJ Transactions on Computer Vision and Applications, 3, 1, 8

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• Discriminative structural approaches for enzyme active-site prediction, Kato, Tsuyoshi;Nagano, Nozomi, 2011, BMC BIOINFORMATICS, 12

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• Metric learning for enzyme active-site search, Tsuyoshi Kato,Nozomi Nagano, Nov. 2010, BIOINFORMATICS, 26, 21, 2698, 2704, Scientific journal

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• Conic Programming for Multitask Learning, Tsuyoshi Kato,Hisahi Kashima,Masashi Sugiyama,Kiyoshi Asai, Jul. 2010, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 22, 7, 957, 968, Scientific journal

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• Simultaneous Prediction of Biological Networks of Multiple Species from Genome-wide Data and Evolutionary Information: A Semi-supervised Approach, Hisashi Kashima,Tsuyoshi Kato,Yoshihiro Yamanishi,Masashi Sugiyama,Koji Tsuda, Jul. 2010, IEEE Transactions on Knowledge and Data Enginieering, 22, 7, 957, 968
• Parametric Templates: A New Enzyme Active-Site Prediction Algorithm., Tsuyoshi Kato,Kazuhiro Suwa,Nozomi Nagano, 2010, ICDMW 2010, The 10th IEEE International Conference on Data Mining Workshops, Sydney, Australia, 13 December 2010, 711, 718

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• 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, 2010, 10th IEEE International Conference on Bioinformatics and Bioengineering, BIBE 2010, Philadelphia, Pennsylvania, USA, May 31-June 3 2010, 32, 37

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• A Transfer Learning Approach and Selective Integration of Multiple Types of Assays for Biological Network Inference., Tsuyoshi Kato,Kinya Okada,Hisashi Kashima,Masashi Sugiyama, 2010, IJKDB, 1, 1, 66, 80

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• 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, Nov. 2009, BIOINFORMATICS, 25, 22, 2962, 2968, Scientific journal

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• Recent Advances and Trends in Large-Scale Kernel Methods, Hisashi Kashima,Tsuyoshi Ide,Tsuyoshi Kato,Masashi Sugiyama, Jul. 2009, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E92D, 7, 1338, 1353, Scientific journal

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• Robust Label Propagation on Multiple Networks, Tsuyoshi Kato,Hisahi Kashima,Masashi Sugiyama, Jan. 2009, IEEE TRANSACTIONS ON NEURAL NETWORKS, 20, 1, 35, 44, Scientific journal

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• Link Propagation: A Fast Semi-supervised Learning Algorithm for Link Prediction., Hisashi Kashima,Tsuyoshi Kato,Yoshihiro Yamanishi,Masashi Sugiyama,Koji Tsuda, 2009, Proceedings of the SIAM International Conference on Data Mining, SDM 2009, April 30 - May 2, 2009, Sparks, Nevada, USA, 1100, 1111

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• Integration of Multiple Networks for Robust Label Propagation., Tsuyoshi Kato,Hisashi Kashima,Masashi Sugiyama, 2008, Proceedings of the SIAM International Conference on Data Mining, SDM 2008, April 24-26, 2008, Atlanta, Georgia, USA, 716, 726

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• Classification of heterogeneous microarray data by maximum entropy kernel, Wataru Fujibuchi,Tsuyoshi Kato, Jul. 2007, BMC BIOINFORMATICS, 8, 267, Scientific journal

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• Multi-Task Learning via Conic Programming., Tsuyoshi Kato,Hisashi Kashima,Masashi Sugiyama,Kiyoshi Asai, 2007, Advances in Neural Information Processing Systems 20, Proceedings of the Twenty-First Annual Conference on Neural Information Processing Systems, Vancouver, British Columbia, Canada, December 3-6, 2007, 737, 744
• Learning Kernels from Distance Constraints, Tsuyoshi Kato,Wataru Fujibuchi,Kiyoshi Asai, Jul. 2006, IPSJ Journal, 47, SIG10, 1, 11
• Network-based de-noising improves prediction from microarray data, T Kato,Y Murata,K Miura,K Asai,PB Horton,K Tsuda,W Fujibuchi, Mar. 2006, BMC BIOINFORMATICS, 7, S-1, Scientific journal

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• Selective integration of multiple biological data for supervised network inference, T Kato,K Tsuda,K Asai, May 2005, BIOINFORMATICS, 21, 10, 2488, 2495, Scientific journal

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• A new variational framework for rigid-body alignment, T Kato,K Tsuda,K Tomii,K Asai, 2004, STRUCTURAL, SYNTACTIC, AND STATISTICAL PATTERN RECOGNITION, PROCEEDINGS, 3138, 171, 179, Scientific journal

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• Asymmetric Gaussian and Its Application to Pattern Recognition., Tsuyoshi Kato,Shinichiro Omachi,Hirotomo Aso, 2002, Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshops SSPR 2002 and SPR 2002, Windsor, Ontario, Canada, August 6-9, 2002, Proceedings, 405, 413

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• 伸縮変形モデルを用いた手書き文字認識, 加藤毅,大町真一郎,阿曽弘具, Dec. 2000, J83-D-II, 12, 2578, 2586
• Precise Hand-printed Character Recognition Using Elastic Models via Nonlinear Transformation., Tsuyoshi Kato,Shinichiro Omachi,Hirotomo Aso, 2000, 15th International Conference on Pattern Recognition, ICPR'00, Barcelona, Spain, September 3-8, 2000., 2364, 2367

  DOI
• Fuzzy Multiple Subspace Fitting for Anomaly Detection, Relator, Raissa;Kato, Tsuyoshi;Tomaru, Takuma;Ohta, Naoya, 2014, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E97D, 10, 2730, 2738

  DOI
• EzCatDB: the enzyme reaction database, 2015 update, Nagano, Nozomi;Nakayama, Naoko;Ikeda, Kazuyoshi;Fukuie, Masaru;Yokota, Kiyonobu;Doi, Takuo;Kato, Tsuyoshi;Tomii, Kentaro, 2015, NUCLEIC ACIDS RESEARCH, 43, D1, D453, D458

  DOI
• Quantitative analysis of markers of podocyte injury in the rat puromycin aminonucleoside nephropathy model, Kakimoto, Tetsuhiro;Okada, Kinya;Fujitaka, Keisuke;Nishio, Masashi;Kato, Tsuyoshi;Fukunari, Atsushi;Utsumi, Hiroyuki, 2015, EXPERIMENTAL AND TOXICOLOGIC PATHOLOGY, 67, 2, 171, 177

  DOI
• Segmental HOG: new descriptor for glomerulus detection in kidney microscopy image, Kato, Tsuyoshi;Relator, Raissa;Ngouv, Hayliang;Hirohashi, Yoshihiro;Takaki, Osamu;Kakimoto, Tetsuhiro;Okada, Kinya, 2015, BMC BIOINFORMATICS, 16

  DOI
• Using Bregmann Divergence Regularized Machine for Comparison of Molecular Local Structures, Relator, Raissa;Nagano, Nozomi;Kato, Tsuyoshi, 2016, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E99D, 1, 275, 278

  DOI
• Estimation of concentration ratio of indicator to pathogen-related gene in environmental water based on left-censored data, Kato, Tsuyoshi;Kobayashi, Ayano;Ito, Toshihiro;Miura, Takayuki;Ishii, Satoshi;Okabe, Satoshi;Sano, Daisuke, 2016, JOURNAL OF WATER AND HEALTH, 14, 1, 14, 25

  DOI
• バイオインフォマティックス分野における判別分析(特別セッション 判別分析の新潮流(1)), 加藤 毅, Sep. 2011, 39, 337, 340
• 画像認識のためのマハラノビス符号化法の提案 (マルチメディア・仮想環境基礎), TAKEI Wataru;HOSOBORI Katsuya;KATO Tsuyoshi;OMACHI Shinichiro, Jan. 2014, Technical report of IEICE. Multimedia and virtual environment, 113, 403, 201, 206
• Mean Polynomial Kernel and Its Application to Classification for Video and Brain Machine Interface, RELATOR Raissa T.;HIROHASHI Yoshihiro;ITO Eisuke;KATO Tsuyoshi, Jan. 2014, Technical report of IEICE. Multimedia and virtual environment, 113, 403, 281, 286
• 画像認識のためのマハラノビス符号化法の提案 (パターン認識・メディア理解), TAKEI Wataru;HOSOBORI Katsuya;KATO Tsuyoshi;OMACHI Shinichiro, Jan. 2014, Technical report of IEICE. PRMU, 113, 402, 201, 206
• Mean Polynomial Kernel and Its Application to Classification for Video and Brain Machine Interface, RELATOR Raissa T.;HIROHASHI Yoshihiro;ITO Eisuke;KATO Tsuyoshi, Jan. 2014, Technical report of IEICE. PRMU, 113, 402, 281, 286
• 画像分類のための非一様マハラノビス符号化の提案, 松澤 知己;武井 渉;大町 真一郎;加藤 毅, Feb. 2015, IPSJ SIG Notes. CVIM, 2015, 13, 1, 7
• Enzyme Active Site Prediction Using Bregman Divergence Regularized Machine, RELATOR Raissa T.;KATO Tsuyoshi;NAGANO Nozomi, Dec. 2013, Technical report of IEICE. PRMU, 113, 346, 61, 66
• 腎顕微鏡画像中の糸球体の網羅的自動検出 (医用画像) -- (医用画像解析における統計数理的手法), RELATOR Raissa T.;NGOUV Hayliang;HIROHASHI Yoshihiro;KAKIMOTO Tetsuhiro;OKADA Kinya;KATO Tsuyoshi, Sep. 2014, IEICE technical report., 114, 200, 13, 18
• 分割統治法による糸球体切り出しの高速化 (医用画像), KATO Tsuyoshi;RELATOR Raissa;HASEGAWA Makoto;KAKIMOTO Tetsuhiro;OKADA Kinya, Mar. 2015, IEICE technical report., 114, 482, 243, 248
• Computationally Efficient Multi-task Learning with Least-squares Probabilistic Classifiers, Simm Jaak;Sugiyama Masashi;Kato Tsuyoshi, 2011, IPSJ Transactions on Computer Vision and Applications, 3, 1, 8
• Computationally Efficient Multi-task Learning with Least-squares Probabilistic Classifiers, Simm Jaak;Sugiyama Masashi;Kato Tsuyoshi, 2011, Information and Media Technologies, 6, 2, 508, 515
• A Discriminative Metric Learning Algorithm for Face Recognition, Kato Tsuyoshi;Takei Wataru;Omachi Shinichiro, 2013, IPSJ Transactions on Computer Vision and Applications, 5, 0, 85, 89
• Improved Protein-ligand Prediction Using Kernel Weighted Canonical Correlation Analysis, Relator Raissa;Kato Tsuyoshi;Lemence Richard, 2013, IPSJ Transactions on Bioinformatics, 6, 0, 18, 28
• A Discriminative Metric Learning Algorithm for Face Recognition, Kato Tsuyoshi;Takei Wataru;Omachi Shinichiro, 2013, Information and Media Technologies, 8, 4, 1076, 1080
• Mean Polynomial Kernel and Its Application to Vector Sequence Recognition, RELATOR Raissa;HIROHASHI Yoshihiro;ITO Eisuke;KATO Tsuyoshi, 2014, IEICE Transactions on Information and Systems, 97, 7, 1855, 1863
• Fuzzy Multiple Subspace Fitting for Anomaly Detection, RELATOR Raissa;KATO Tsuyoshi;TOMARU Takuma;OHTA Naoya, 2014, IEICE Transactions on Information and Systems, 97, 10, 2730, 2738
• Mahalanobis Encodings for Visual Categorization, Matsuzawa Tomoki;Relator Raissa;Takei Wataru;Omachi Shinichiro;Kato Tsuyoshi, 2015, IPSJ Transactions on Computer Vision and Applications, 7, 0, 69, 73
• Mahalanobis Encodings for Visual Categorization, Matsuzawa Tomoki;Relator Raissa;Takei Wataru;Omachi Shinichiro;Kato Tsuyoshi, 2015, Information and Media Technologies, 10, 3, 468, 472
• Using Bregmann Divergence Regularized Machine for Comparison of Molecular Local Structures, RELATOR Raissa;NAGANO Nozomi;KATO Tsuyoshi, 2016, IEICE Transactions on Information and Systems, 99, 1, 275, 278
• EVIDENCE-BASED DETERMINATION OF THE HYGIENE STANDARD VALUE IN ENVIRONMENTAL WATER, KOBAYASHI Ayano;SANO Daisuke;KATO Tsuyoshi;ITO Toshihiro;MIYAMURA Akiho;MIURA Takayuki;ISHII Satoshi;OKABE Satoshi, 2016, Journal of Japan Society of Civil Engineers, Ser. G (Environmental Research), 72, 3, 40, 49
• Adaptive Local Thresholding for Co-Localization Detection in Multi-Channel Fluorescence Microscopic Images, ITO Eisuke;TOMARU Yusuke;IIZUKA Akira;HIRAI Hirokazu;KATO Tsuyoshi, 2016, IEICE Transactions on Information and Systems, 99, 11, 2851, 2855
• Stochastic Dykstra Algorithms for Distance Metric Learning with Covariance Descriptors, MATSUZAWA Tomoki;ITO Eisuke;RELATOR Raissa;SESE Jun;KATO Tsuyoshi, 2017, IEICE Transactions on Information and Systems, 100, 4, 849, 856
• DETERMINATION OF PERFORMANCE TARGET VALUES FOR ENTERIC VIRUS REMOVAL IN WASTEWATER RECLAMATION, ITO Toshihiro;OKABE Satoshi;SANO Daisuke;OSHIKI Mamoru;KOBAYASHI Naohiro;KATO Tsuyoshi;SEGAWA Takahiro;HATAMOTO Masashi;YAMAGUCHI Takashi;HARADA Hideki;KITAJIMA Masaaki, 2016, Journal of Japan Society of Civil Engineers, Ser. G (Environmental Research), 72, 7, III_305, III_313
• Mutual Kernel Matrix Completion, RIVERO Rachelle;LEMENCE Richard;KATO Tsuyoshi, 2017, IEICE Transactions on Information and Systems, 100, 8, 1844, 1851
• Construction of a High-precision Chemical Prediction System Using Human ESCs, Yamane Junko;Aburatani Sachiyo;Imanishi Satoshi;Akanuma Hiromi;Nagano Reiko;Kato Tsuyoshi;Sone Hideko;Ohsako Seiichiroh;Fujibuchi Wataru, 2018, YAKUGAKU ZASSHI, 138, 6, 815, 822
• Parametric Models for Mutual Kernel Matrix Completion, RIVERO Rachelle;KATO Tsuyoshi, 2018, IEICE Transactions on Information and Systems, 101, 12, 2976, 2983
• Threshold Auto-Tuning Metric Learning, RIVERO Rachelle;ONUMA Yuya;KATO Tsuyoshi, 2019, IEICE Transactions on Information and Systems, 102, 6, 1163, 1170
• Learning Weighted Top-k Support Vector Machine, Hirohashi Yoshihiro;Kato Tsuyoshi, 2020, Journal of Information Processing, 28, 0, 387, 393
• Corrected Stochastic Dual Coordinate Ascent for Top-k SVM, HIROHASHI Yoshihiro;KATO Tsuyoshi, 2020, IEICE Transactions on Information and Systems, 103, 11, 2323, 2331
• Discriminative structural approaches for enzyme active-site prediction., Kato Tsuyoshi;Nagano Nozomi, 15 Feb. 2011, BMC bioinformatics, 12 Suppl 1

  DOI
• Bayesian Modeling of Enteric Virus Density in Wastewater Using Left-Censored Data., Kato Tsuyoshi;Miura Takayuki;Okabe Satoshi;Sano Daisuke, 25 Aug. 2013, Food and environmental virology

  DOI
• Application of fluorescence spectroscopy using a novel fluoroionophore for quantification of zinc in urban runoff., Hafuka Akira;Yoshikawa Hiroaki;Yamada Koji;Kato Tsuyoshi;Takahashi Masahiro;Okabe Satoshi;Satoh Hisashi, 30 Jan. 2014, Water research, 54

  DOI
• EzCatDB: the enzyme reaction database, 2015 update., Nagano Nozomi;Nakayama Naoko;Ikeda Kazuyoshi;Fukuie Masaru;Yokota Kiyonobu;Doi Takuo;Kato Tsuyoshi;Tomii Kentaro, 16 Oct. 2014, Nucleic acids research, 43, Database issue

  DOI
• Quantitative analysis of markers of podocyte injury in the rat puromycin aminonucleoside nephropathy model., Kakimoto Tetsuhiro;Okada Kinya;Fujitaka Keisuke;Nishio Masashi;Kato Tsuyoshi;Fukunari Atsushi;Utsumi Hiroyuki, 04 Dec. 2014, Experimental and toxicologic pathology : official journal of the Gesellschaft fur Toxikologische Pathologie, 67, 2

  DOI
• Segmental HOG: new descriptor for glomerulus detection in kidney microscopy image., Kato Tsuyoshi;Relator Raissa;Ngouv Hayliang;Hirohashi Yoshihiro;Takaki Osamu;Kakimoto Tetsuhiro;Okada Kinya, 30 Sep. 2015, BMC bioinformatics, 16

  DOI
• Sensorless cardiac phase detection for synchronized control of ventricular assist devices using nonlinear kernel regression model., Hirohashi Yoshihiro;Tanaka Akira;Yoshizawa Makoto;Sugita Norihiro;Abe Makoto;Kato Tsuyoshi;Shiraishi Yasuyuki;Miura Hidekazu;Yambe Tomoyuki, 13 Jan. 2016, Journal of artificial organs : the official journal of the Japanese Society for Artificial Organs, 19, 2

  DOI
• Estimation of concentration ratio of indicator to pathogen-related gene in environmental water based on left-censored data., Kato Tsuyoshi;Kobayashi Ayano;Ito Toshihiro;Miura Takayuki;Ishii Satoshi;Okabe Satoshi;Sano Daisuke, Journal of water and health, 14, 1

  DOI
• Prediction of developmental chemical toxicity based on gene networks of human embryonic stem cells., Yamane Junko;Aburatani Sachiyo;Imanishi Satoshi;Akanuma Hiromi;Nagano Reiko;Kato Tsuyoshi;Sone Hideko;Ohsako Seiichiroh;Fujibuchi Wataru, 20 May 2016, Nucleic acids research, 44, 12

  DOI
• Evaluation of virus reduction efficiency in wastewater treatment unit processes as a credit value in the multiple-barrier system for wastewater reclamation and reuse., Ito Toshihiro;Kato Tsuyoshi;Hasegawa Makoto;Katayama Hiroyuki;Ishii Satoshi;Okabe Satoshi;Sano Daisuke, Journal of water and health, 14, 6

  DOI
• Removal of human pathogenic viruses in a down-flow hanging sponge (DHS) reactor treating municipal wastewater and health risks associated with utilization of the effluent for agricultural irrigation., Kobayashi Naohiro;Oshiki Mamoru;Ito Toshihiro;Segawa Takahiro;Hatamoto Masashi;Kato Tsuyoshi;Yamaguchi Takashi;Kubota Kengo;Takahashi Masanobu;Iguchi Akinori;Tagawa Tadashi;Okubo Tsutomu;Uemura Shigeki;Harada Hideki;Motoyama Toshiki;Araki Nobuo;Sano Daisuke, 22 Oct. 2016, Water research, 110

  DOI
• Target virus log10 reduction values determined for two reclaimed wastewater irrigation scenarios in Japan based on tolerable annual disease burden., Ito Toshihiro;Kitajima Masaaki;Kato Tsuyoshi;Ishii Satoshi;Segawa Takahiro;Okabe Satoshi;Sano Daisuke, 26 Aug. 2017, Water research, 125

  DOI
• Sapovirus in Wastewater Treatment Plants in Tunisia: Prevalence, Removal, and Genetic Characterization., Varela Miguel F;Ouardani Imen;Kato Tsuyoshi;Kadoya Syunsuke;Aouni Mahjoub;Sano Daisuke;Romalde Jesús L, 01 Mar. 2018, Applied and environmental microbiology, 84, 6

  DOI
• Virus Particle Detection by Convolutional Neural Network in Transmission Electron Microscopy Images., Ito Eisuke;Sato Takaaki;Sano Daisuke;Utagawa Etsuko;Kato Tsuyoshi, 19 Jan. 2018, Food and environmental virology, 10, 2

  DOI
• [Construction of a High-precision Chemical Prediction System Using Human ESCs]., Yamane Junko;Aburatani Sachiyo;Imanishi Satoshi;Akanuma Hiromi;Nagano Reiko;Kato Tsuyoshi;Sone Hideko;Ohsako Seiichiroh;Fujibuchi Wataru, Yakugaku zasshi : Journal of the Pharmaceutical Society of Japan, 138, 6

  DOI
• Prediction of developmental chemical toxicity based on gene networks of human embryonic stem cells., Yamane Junko;Aburatani Sachiyo;Imanishi Satoshi;Akanuma Hiromi;Nagano Reiko;Kato Tsuyoshi;Sone Hideko;Ohsako Seiichiroh;Fujibuchi Wataru, Nucleic acids research, 47, 3

  DOI
• Sign-constrained linear regression for prediction of microbe concentration based on water quality datasets., Kato Tsuyoshi;Kobayashi Ayano;Oishi Wakana;Kadoya Syun-Suke;Okabe Satoshi;Ohta Naoya;Amarasiri Mohan;Sano Daisuke, Journal of water and health, 17, 3

  DOI
• Required Chlorination Doses to Fulfill the Credit Value for Disinfection of Enteric Viruses in Water: A Critical Review., Rachmadi Andri Taruna;Kitajima Masaaki;Kato Tsuyoshi;Kato Hiroyuki;Okabe Satoshi;Sano Daisuke, 03 Feb. 2020, Environmental science & technology, 54, 4

  DOI

Presentations

• Analysis by StemPanToxα2, 加藤　毅, 2024 scChemRISC Annual Meeting, 28 May 2024, 28 May 2024
• Types of machine learning included in StemPanTox alpha and StemPanTox beta and comparative study, 加藤　毅, CBI Society 2024 Conference, 31 Oct. 2024, 31 Oct. 2024
• レーザー超音波可視化検査におけるスタイル変換を用いたデータ拡張手法の検討, 中島未椰（修士１年），塚越 勇真，斎藤 隆泰，加藤毅, 情報処理学会 第85回全国大会, 04 Mar. 2023, 02 Mar. 2023, 04 Mar. 2023
• LUVT非破壊探傷のためのデータ拡張, 中島未椰（修士１年），斎藤 隆泰，加藤毅, DEIM2023, 07 Mar. 2023, 05 Mar. 2023, 09 Mar. 2023
• LUVT と深層学習を用いた等方性材料中の表面欠陥の自動検出, 豊田　哲志，斎藤　隆泰，加藤　毅，廣瀬　壮一, 令和4年度土木学会全国大会, 16 Sep. 2022, 12 Sep. 2022, 16 Sep. 2022, Japanese, Japan, Domestic conference
• 深層CNNによるレーザ超音波可視化試験における欠陥検出と位置推定, 中島未椰（修士１年），小西 裕貴（2021.03修士了），斎藤 隆泰，加藤毅, 第21回情報科学技術フォーラム FIT2022, 15 Sep. 2022, 13 Sep. 2022, 15 Sep. 2022, Japanese, Japan, Domestic conference
• 打ち切りデータ補完のための複数ターゲットトビットモデル, 高田裕也（修士１年），加藤毅, 第21回情報科学技術フォーラム FIT2022, 15 Sep. 2022, 13 Sep. 2022, 15 Sep. 2022, Japanese, Japan
• レーザ超音波可視化試験における欠陥検出のための深層 CNN 構造の検討, 中島未椰（修士１年），小西 裕貴（2021.03修士了），斎藤 隆泰，加藤毅, 土木学会 第３回 ＡＩ・データサイエンスシンポジウム, 16 Nov. 2022, 16 Nov. 2022, 17 Nov. 2022, Japanese, Japan
• レーザー超音波可視化検査におけるスタイル変換を用いたデータ拡張手法の検討, 中島未椰（修士１年），塚越 勇真，斎藤 隆泰，加藤毅, 情報処理学会 第85回全国大会, 04 Mar. 2023, 02 Mar. 2023, 04 Mar. 2023, Japanese, Japan
• LUVT非破壊探傷のためのデータ拡張, 中島未椰（修士１年），斎藤 隆泰，加藤毅, DEIM2023, 07 Mar. 2023, 05 Mar. 2023, 09 Mar. 2023, Japanese, Japan, Domestic conference
• LUVT と深層学習を用いた等方性材料中の表面欠陥の自動検出, 豊田　哲志，斎藤　隆泰，加藤　毅，廣瀬　壮一, 令和4年度土木学会全国大会, Sep. 2022, 12 Sep. 2022, 13 Sep. 2021, Japanese, Domestic conference
• 深層畳み込みニューラルネットワー クを用いたレーザ超音波可視化試験における欠陥検出と位置推定, 小西裕貴，田島賢哉，加藤毅，斎藤隆泰, 第14回データ 工学と情報マネジメントに関するフォーラム DEIM2022, 01 Mar. 2022, 01 Mar. 2022, 01 Mar. 2022, Japanese, Domestic conference
• 深層学習を用いたレーザ超音波可視化試験にお ける欠陥検出と位置推定, 加藤毅，小西裕貴，斎藤隆泰, 第29回 超音波による非破壊評価シンポジウム, 25 Jan. 2022, 25 Jan. 2022, 25 Jan. 2022, Japanese, Domestic conference
• CNN初期化のためのプーリング層のモデリング, 邉見貴彦（修士１年）， 加藤毅, 情報処理学会第136回数理モデル化と問題解決研究発表会, Dec. 2021, Dec. 2021, Dec. 2021, Japanese, Japan, Domestic conference
• Frank-Wolfe algorithm for learning SVM-type multi-category classifiers, Kenya Tajima, Yoshihiro Hirohashi, Esmeraldo Ronnie Rey Zara, Tsuyoshi Kato, SIAM International Conference on Data Mining (SDM21), 01 May 2021, English, Virginia, International conference
• Learning Sign-Constrained Support Vector Machines, Kenya Tajima, Kouhei Tsuchida, Esmeraldo Ronnie Rey Zara, Naoya Ohta, Tsuyoshi Kato, 2020 25th International Conference on Pattern Recognition (ICPR), 12 Jan. 2021, English, Milan Italy, International conference
• Learning Weighted Top-k Support Vector Machine, Tsuyoshi Kato, Yoshihiro Hirohashi, The Eleventh Asian Conference on Machine Learning, 18 Nov. 2019, English, Japan, International conference
• Indoor Fingerprinting Positioning System by Utilizing Neural Network, Yiming Zhao, Tsuyoshi Kato, and Osamu Takaki, ICTSS 2020, 03 Dec. 2020, English, International conference
• フランクウルフ算法によるＳＶＭの符号制約学習, 邉見貴彦，土田康平，田島賢哉，加藤　毅（群馬大）, 情報処理学会第83回全国大会, Mar. 2021, 18 Mar. 2021, 20 Mar. 2021

Awards

• Informatics and Infrastructure Award for Excellent Paper, Tsuyoshi Kato, Simulation-Aided Deep Learning for Laser Ultrasonic Visualization Testing, Japan Society of Civil Engineers, 03 Jun. 2024
• 23 Jun. 2022, Official journal, Japan
• 2021, Japan society, Japan
• 2021, Japan society, Japan
• 2020, Japan society, Japan

Social Contribution

Academic Contribution

• 幹細胞を用いた化学物質リスクコンソーシアム scChemRISC タスクフォース委員会毒性予測部会長, Academic society etc, Jan. 2025, 9999
• scChemRISC コンソーシアム学術委員, Academic society etc, Apr. 2023, 9999
• IEICE東京支部支部委員, Academic society etc, Apr. 2024, Mar. 2026
• MPS研究会運営委員, Academic society etc, 2021, 2024
• FIT2022　座長, Academic society etc, 2022, 2022
• 第141MPS研究会 座長, Academic society etc, 2022, 2022