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About Activity Database on Education and Research, Kyoto University
How to Use
- Name(Kanji/Kana/Abecedarium Latinum)
- 阿部 寛康/アベ ヒロヤス/Abe, Hiroyasu
- Primary Affiliation(Org1/Job title)
- Kyoto University Hospital/Assistant Professor
- Academic Degree
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Field(Japanese) Field(English) University(Japanese) University(English) Method 修士（文化情報学） 同志社大学 博士（文化情報学） 同志社大学 - researchmap URL
- https://researchmap.jp/7000019533
- Research Topics
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(Japanese) 非負値行列因子分解の理論と応用 (English) Theory and applications of nonnegative matrix factorization - Fields of research (key words)
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Key words(Japanese) Key words(English) 行列分解 Matrix factorization - Published Papers
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Author Author(Japanese) Author(English) Title Title(Japanese) Title(English) Bibliography Bibliography(Japanese) Bibliography(English) Publication date Refereed paper Language Publishing type Ikeda, H. O, Muraoka, Y, Hata, M, Sumi, E, Ikeda, T, Nakagawa, T, Abe, H., Tada, H, Morita, S, Kakizuka, A, Yoshimura, N, Tsujikawa, A Ikeda, H. O, Muraoka, Y, Hata, M, Sumi, E, Ikeda, T, Nakagawa, T, Abe, H., Tada, H, Morita, S, Kakizuka, A, Yoshimura, N, Tsujikawa, A Ikeda, H. O, Muraoka, Y, Hata, M, Sumi, E, Ikeda, T, Nakagawa, T, Abe, H., Tada, H, Morita, S, Kakizuka, A, Yoshimura, N, Tsujikawa, A Safety and effectiveness of a novel neuroprotectant, KUS121, in patients with non-arteritic central retinal artery occlusion: An open-label, non-randomized, first-in-humans, phase 1/2 trial. 
Safety and effectiveness of a novel neuroprotectant, KUS121, in patients with non-arteritic central retinal artery occlusion: An open-label, non-randomized, first-in-humans, phase 1/2 trial. Safety and effectiveness of a novel neuroprotectant, KUS121, in patients with non-arteritic central retinal artery occlusion: An open-label, non-randomized, first-in-humans, phase 1/2 trial. PloS one, 15, 2, e0229068 PloS one, 15, 2, e0229068 PloS one, 15, 2, e0229068 2020 Refereed English Morita, S, Müller, P, Abe, H Morita, S, Müller, P, Abe, H Morita, S, Müller, P, Abe, H A Semi‐parametric Bayesian approach to population finding with time‐to‐event and toxicity data in a randomized clinical trial A Semi‐parametric Bayesian approach to population finding with time‐to‐event and toxicity data in a randomized clinical trial A Semi‐parametric Bayesian approach to population finding with time‐to‐event and toxicity data in a randomized clinical trial Biometrics Biometrics Biometrics 2020 Refereed Abe, H, Yadohisa, H Abe, H, Yadohisa, H Abe, H, Yadohisa, H Orthogonal nonnegative matrix tri-factorization based on Tweedie distributions Orthogonal nonnegative matrix tri-factorization based on Tweedie distributions Orthogonal nonnegative matrix tri-factorization based on Tweedie distributions Advances in Data Analysis and Classification, 13, 4, 825-853 Advances in Data Analysis and Classification, 13, 4, 825-853 Advances in Data Analysis and Classification, 13, 4, 825-853 2019 Refereed English Research paper(scientific journal) Niwamoto, T, Handa, T, Matsui, S, Yamamoto, H, Yoshifuji, H, Abe, H, Matsumoto, H, Kodama, Y, Chiba, T, Seno, H, Mimori, T, Hirai, T Niwamoto, T, Handa, T, Matsui, S, Yamamoto, H, Yoshifuji, H, Abe, H, Matsumoto, H, Kodama, Y, Chiba, T, Seno, H, Mimori, T, Hirai, T Niwamoto, T, Handa, T, Matsui, S, Yamamoto, H, Yoshifuji, H, Abe, H, Matsumoto, H, Kodama, Y, Chiba, T, Seno, H, Mimori, T, Hirai, T Phenotyping of IgG4-related diseases based on affected organ pattern: A multicenter cohort study using cluster analysis Phenotyping of IgG4-related diseases based on affected organ pattern: A multicenter cohort study using cluster analysis Phenotyping of IgG4-related diseases based on affected organ pattern: A multicenter cohort study using cluster analysis Modern Rheumatology Modern Rheumatology Modern Rheumatology 2019 Refereed Ishigooka, N, Fujii, T, Abe, H, Murakami, K, Nakashima, R, Hashimoto, M, Yoshifuji, H, Tanaka, M, Ito, H, Ohmura, K, Morita, S, Mimori, T Ishigooka, N, Fujii, T, Abe, H, Murakami, K, Nakashima, R, Hashimoto, M, Yoshifuji, H, Tanaka, M, Ito, H, Ohmura, K, Morita, S, Mimori, T Ishigooka, N, Fujii, T, Abe, H, Murakami, K, Nakashima, R, Hashimoto, M, Yoshifuji, H, Tanaka, M, Ito, H, Ohmura, K, Morita, S, Mimori, T Predicting factors for disappearance of anti-mutated citrullinated vimentin antibodies insera of patients with rheumatoid arthritis Predicting factors for disappearance of anti-mutated citrullinated vimentin antibodies insera of patients with rheumatoid arthritis Predicting factors for disappearance of anti-mutated citrullinated vimentin antibodies insera of patients with rheumatoid arthritis Modern Rheumatology Modern Rheumatology Modern Rheumatology 2019 Refereed English Research paper(scientific journal) Abe, H, Yadohisa, H Abe, H, Yadohisa, H Abe, H, Yadohisa, H A non-negative matrix factorization model based on the zero-inflated Tweedie distribution A non-negative matrix factorization model based on the zero-inflated Tweedie distribution A non-negative matrix factorization model based on the zero-inflated Tweedie distribution COMPUTATIONAL STATISTICS, 32, 2, 475-499 COMPUTATIONAL STATISTICS, 32, 2, 475-499 COMPUTATIONAL STATISTICS, 32, 2, 475-499 2017/06 Refereed English Research paper(scientific journal) Abe, H, Yadohisa, H Abe, H, Yadohisa, H Abe, H, Yadohisa, H Automatic Relevance Determination in Nonnegative Matrix Factorization based on Zero-inflated Compound Poisson-gamma distribution Automatic Relevance Determination in Nonnegative Matrix Factorization based on Zero-inflated Compound Poisson-gamma distribution Automatic Relevance Determination in Nonnegative Matrix Factorization based on Zero-inflated Compound Poisson-gamma distribution Journal of the Japanese Society of Computational Statistics, 29, 1, 29-54 Journal of the Japanese Society of Computational Statistics, 29, 1, 29-54 Journal of the Japanese Society of Computational Statistics, 29, 1, 29-54 2016 Refereed English Research paper(scientific journal) Abe, H, Tanioka, K, Yadohisa, H Abe, H, Tanioka, K, Yadohisa, H Abe, H, Tanioka, K, Yadohisa, H Clusterwise Linear Regression Model for Modal Multi-Valued Data Clusterwise Linear Regression Model for Modal Multi-Valued Data Clusterwise Linear Regression Model for Modal Multi-Valued Data Proceedings of the International Conference on Mathmatics, Statistics, and Financial Mathematics 2014, 35-40 Proceedings of the International Conference on Mathmatics, Statistics, and Financial Mathematics 2014, 35-40 Proceedings of the International Conference on Mathmatics, Statistics, and Financial Mathematics 2014, 35-40 2014/11 Refereed English Research paper(international conference proceedings) Abe, H, Terada, Y, Yadohisa, H Abe, H, Terada, Y, Yadohisa, H Abe, H, Terada, Y, Yadohisa, H Measuring an equivalence of purchase intervals using a revised Gini index Measuring an equivalence of purchase intervals using a revised Gini index Measuring an equivalence of purchase intervals using a revised Gini index Proceedings of the 58th World Statistical Congress of the International Statistical Institute, 5594-5599 Proceedings of the 58th World Statistical Congress of the International Statistical Institute, 5594-5599 Proceedings of the 58th World Statistical Congress of the International Statistical Institute, 5594-5599 2011/08 Refereed English Research paper(international conference proceedings) - Conference Activities & Talks
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Title Title(Japanese) Title(English) Conference Conference(Japanese) Conference(English) Promotor Promotor(Japanese) Promotor(English) Date Language Assortment Zero-inflated negative-binomial NMF[Invited] Zero-inflated negative-binomial NMF [Invited] Zero-inflated negative-binomial NMF [Invited] The 11th ICSA International Conference The 11th ICSA International Conference The 11th ICSA International Conference 2019/12/21 English Oral presentation(general) On the Determination of Number of Bases in Bayesian Nonnegative Matrix Factorization Using the Marginal Likelihood On the Determination of Number of Bases in Bayesian Nonnegative Matrix Factorization Using the Marginal Likelihood On the Determination of Number of Bases in Bayesian Nonnegative Matrix Factorization Using the Marginal Likelihood The conference of Data Science, Statistics & Visualisation (DSSV 2019) The conference of Data Science, Statistics & Visualisation (DSSV 2019) The conference of Data Science, Statistics & Visualisation (DSSV 2019) 2019/08/13 English Oral presentation(general) 質問紙付き買物ウェブサイト閲覧履歴に対する補助変数を用いた零過剰ポアソンNMFの応用 質問紙付き買物ウェブサイト閲覧履歴に対する補助変数を用いた零過剰ポアソンNMFの応用 日本分類学会第38回大会 日本分類学会第38回大会 2019/06/16 Japanese Oral presentation(general) ベイジアン非負値行列因子分解における周辺尤度を用いた基底数の決定方法について ベイジアン非負値行列因子分解における周辺尤度を用いた基底数の決定方法について 日本計算機統計学会第33回大会 日本計算機統計学会第33回大会 2019/06/02 Japanese Oral presentation(general) 男性直腸癌に対する腹腔鏡下根治術後の性機能推移 男性直腸癌に対する腹腔鏡下根治術後の性機能推移 第119回日本外科学会定期学術集会 第119回日本外科学会定期学術集会 2019/04/20 Japanese Poster presentation Zero-Inflated Negative Binomial Matrix Factorization Zero-Inflated Negative Binomial Matrix Factorization Zero-Inflated Negative Binomial Matrix Factorization European Conference on Data Analysis (ECDA2019) European Conference on Data Analysis (ECDA2019) European Conference on Data Analysis (ECDA2019) 2019/03/20 English Oral presentation(general) 零過剰負の二項分布に基づく非負値行列因子分解について 零過剰負の二項分布に基づく非負値行列因子分解について 日本計算機統計学会第32回シンポジウム 日本計算機統計学会第32回シンポジウム 2018/11/11 Japanese Oral presentation(general) ベイズセミパラメトリック加速故障時間モデルを用いた時間依存性ROC曲線の推定 ベイズセミパラメトリック加速故障時間モデルを用いた時間依存性ROC曲線の推定 日本計算機統計学会第32回シンポジウム 日本計算機統計学会第32回シンポジウム 2018/11/10 Japanese Oral presentation(general) Nonnegative matrix factorization on zero-inflated Poisson with concomitant variables Nonnegative matrix factorization on zero-inflated Poisson with concomitant variables Nonnegative matrix factorization on zero-inflated Poisson with concomitant variables The conference of Data Science, Statistics & Visualisation (DSSV 2018) The conference of Data Science, Statistics & Visualisation (DSSV 2018) The conference of Data Science, Statistics & Visualisation (DSSV 2018) 2018/07/10 English Oral presentation(general) 補助変数を用いた零過剰複合ポアソン非負値行列因子分解 補助変数を用いた零過剰複合ポアソン非負値行列因子分解 補助変数を用いた零過剰複合ポアソン非負値行列因子分解 統計数理研究所共同利用に係る合同研究集会 統計数理研究所共同利用に係る合同研究集会 統計数理研究所共同利用に係る合同研究集会 2018/03/06 Japanese Symposium workshop panel(public) 双対尺度法から得られるSuper Distance Matrixを用いたMDSに基づく分割表の行対象と列対象の同時プロットについて 双対尺度法から得られるSuper Distance Matrixを用いたMDSに基づく分割表の行対象と列対象の同時プロットについて 双対尺度法から得られるSuper Distance Matrixを用いたMDSに基づく分割表の行対象と列対象の同時プロットについて 日本分類学会第36回大会 日本分類学会第36回大会 日本分類学会第36回大会 2017/12/05 Japanese Oral presentation(general) Nonnegative matrix factorization on zero-inflated Poisson with concomitant variables 補助変数を用いた零過剰ポアソン非負値行列因子分解 Nonnegative matrix factorization on zero-inflated Poisson with concomitant variables 日本計算機統計学会第31回シンポジウム 日本計算機統計学会第31回シンポジウム 日本計算機統計学会第31回シンポジウム 2017/11/17 Japanese Oral presentation(general) Orthogonal Non-negative Matrix factorization Based on the Tweedie Family Orthogonal Non-negative Matrix factorization Based on the Tweedie Family Orthogonal Non-negative Matrix factorization Based on the Tweedie Family 9th International Conference of the European Research Consortium for Informatics and Mathematics Working Group on Computational and Methodological Statistics 2016 9th International Conference of the European Research Consortium for Informatics and Mathematics Working Group on Computational and Methodological Statistics 2016 9th International Conference of the European Research Consortium for Informatics and Mathematics Working Group on Computational and Methodological Statistics 2016 2016/12/11 English Oral presentation(general) Orthogonal nonnegative matrix factorization with ordered objects 順序制約を伴う直交制約付非負値行列因子分解 Orthogonal nonnegative matrix factorization with ordered objects 日本計算機統計学会第30回シンポジウム 日本計算機統計学会第30回シンポジウム 日本計算機統計学会第30回シンポジウム 2016/11/24 Japanese Oral presentation(general) Orthogonal Non-negative Matrix Tri-factorization Based on the Tweedie Family Orthogonal Non-negative Matrix Tri-factorization Based on the Tweedie Family Orthogonal Non-negative Matrix Tri-factorization Based on the Tweedie Family The 4th Institute of Mathematical Statistics Asia Pacific Rim Meeting The 4th Institute of Mathematical Statistics Asia Pacific Rim Meeting The 4th Institute of Mathematical Statistics Asia Pacific Rim Meeting 2016/06/28 English Oral presentation(general) Two Soft Clustering Approaches for Weighted Spherical K-means Two Soft Clustering Approaches for Weighted Spherical K-means Two Soft Clustering Approaches for Weighted Spherical K-means The 7th International Forum on Statistics of Renmin University of China The 7th International Forum on Statistics of Renmin University of China The 7th International Forum on Statistics of Renmin University of China 2016/05/29 English Oral presentation(general) 直交制約付き非負値テンソル因子分解について 直交制約付き非負値テンソル因子分解について 直交制約付き非負値テンソル因子分解について Orthogonal Nonnegative Tensor Factorization 直交制約付き非負値テンソル因子分解について Orthogonal Nonnegative Tensor Factorization 2016/05/20 Japanese Oral presentation(general) 複合ポアソン分布に基づく直交制約付の非負値行列因子分解について 複合ポアソン分布に基づく直交制約付の非負値行列因子分解について 複合ポアソン分布に基づく直交制約付の非負値行列因子分解について 「行列分解に基づく大規模複雑データ解析法に関する研究」研究会 「行列分解に基づく大規模複雑データ解析法に関する研究」研究会 「行列分解に基づく大規模複雑データ解析法に関する研究」研究会 2016/03/25 Japanese Symposium workshop panel(public) Tweedie分布族に基づく非負値行列の直交制約付Tri-factorizationについて Tweedie分布族に基づく非負値行列の直交制約付Tri-factorizationについて Tweedie分布族に基づく非負値行列の直交制約付Tri-factorizationについて 第9回日本統計学会春季集会 第9回日本統計学会春季集会 第9回日本統計学会春季集会 2016/03/05 Japanese Poster presentation 複合ポアソン分布に基づく非負値行列の直交制約付Tri-factorizationについて 複合ポアソン分布に基づく非負値行列の直交制約付Tri-factorizationについて 複合ポアソン分布に基づく非負値行列の直交制約付Tri-factorizationについて 「行列分解型多変量データ解析法に関する研究」研究会 「行列分解型多変量データ解析法に関する研究」研究会 「行列分解型多変量データ解析法に関する研究」研究会 2016/02/26 Japanese Symposium workshop panel(public) 気象および地理情報による竜巻発生予測 気象および地理情報による竜巻発生予測 気象および地理情報による竜巻発生予測 科研費シンポジウム空間データと災害の統計モデル 科研費シンポジウム空間データと災害の統計モデル 科研費シンポジウム空間データと災害の統計モデル 2015/12/24 Japanese Symposium workshop panel(public) Non-negative matrix tri-factorization based on zero-inflated compound Poisson distribution 零過剰複合ポアソン分布に基づく非負値行列のTri-factorization について Non-negative matrix tri-factorization based on zero-inflated compound Poisson distribution 日本計算機統計学会第29回シンポジウム 日本計算機統計学会第29回シンポジウム 日本計算機統計学会第29回シンポジウム 2015/11/28 English Oral presentation(general) Automatic Relevance Determination in NMF based on a Zero-Inflated Compound Poisson Model Automatic Relevance Determination in NMF based on a Zero-Inflated Compound Poisson Model Automatic Relevance Determination in NMF based on a Zero-Inflated Compound Poisson Model 2015 International Workshop for JSCS 30th Anniversary in Okinawa 2015 International Workshop for JSCS 30th Anniversary in Okinawa 2015 International Workshop for JSCS 30th Anniversary in Okinawa 2015/10/31 English Oral presentation(general) 零過剰非負値行列に対するTri-factorizationについて 零過剰非負値行列に対するTri-factorizationについて 零過剰非負値行列に対するTri-factorizationについて 日本行動計量学会第43回大会 日本行動計量学会第43回大会 日本行動計量学会第43回大会 2015/09/04 Japanese Oral presentation(general) Non-negative matrix factorization based on zero-inflated Tweedie distribution 零過剰Tweedie分布に基づく非負値行列因子分解について Non-negative matrix factorization based on zero-inflated Tweedie distribution 日本計算機統計学会第29回大会 日本計算機統計学会第29回大会 日本計算機統計学会第29回大会 2015/09/04 Japanese Oral presentation(general) シンボリックデータ解析法を用いた竜巻データの解析 シンボリックデータ解析法を用いた竜巻データの解析 シンボリックデータ解析法を用いた竜巻データの解析 科研費シンポジウム空間データと災害の統計モデル 科研費シンポジウム空間データと災害の統計モデル 科研費シンポジウム空間データと災害の統計モデル 2014/12/22 Japanese Symposium workshop panel(public) Reduced k-means for multivalued quantitative symbolic variables Reduced k-means for multivalued quantitative symbolic variables Reduced k-means for multivalued quantitative symbolic variables 7th International Conference of the European Research Consortium for Informatics and Mathematics Working Group on Computational and Methodological Statistics 2014 7th International Conference of the European Research Consortium for Informatics and Mathematics Working Group on Computational and Methodological Statistics 2014 7th International Conference of the European Research Consortium for Informatics and Mathematics Working Group on Computational and Methodological Statistics 2014 2014/12/08 English Oral presentation(general) 連続値の多値シンボリック変数に対するRKM法について 連続値の多値シンボリック変数に対するRKM法について 連続値の多値シンボリック変数に対するRKM法について 行動計量学会 行動計量学会 行動計量学会 2014/09/02 Japanese Oral presentation(general) ジニ係数を用いた購買日の周期性評価について ジニ係数を用いた購買日の周期性評価について ジニ係数を用いた購買日の周期性評価について 日本分類学会28回研究報告会 日本分類学会28回研究報告会 日本分類学会28回研究報告会 2010/12/19 Japanese Oral presentation(general) 内容ベースフィルタリングを用いた動画検索サイトの利用履歴分析 内容ベースフィルタリングを用いた動画検索サイトの利用履歴分析 内容ベースフィルタリングを用いた動画検索サイトの利用履歴分析 日本分類学会第27回研究報告会 日本分類学会第27回研究報告会 日本分類学会第27回研究報告会 2010/07/31 Japanese Oral presentation(general) - Awards
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Title(Japanese) Title(English) Organization name(Japanese) Organization name(English) Date 奨励賞 日本計算機統計学会 Japanese Society of Computational Statistics 2017/05/ 学生研究発表賞 日本計算機統計学会 Japanese Society of Computational Statistics 2015/05/ - External funds: competitive funds and Grants-in-Aid for Scientific Research (Kakenhi)
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Type Position Title(Japanese) Title(English) Period 研究活動スタート支援 Representative 履歴質問紙混合データに基づくNMF開発と消費者購買行動・心理関係の探索的把握 （平成29年度分） 2017/04/01-2018/03/31 研究活動スタート支援 Representative 履歴質問紙混合データに基づくNMF開発と消費者購買行動・心理関係の探索的把握 （平成30年度分） 2018/04/01-2019/03/31 若手研究 Representative 消費者・商品・時間を考慮したNMF技術開発と購買行動・心理関係メカニズムの把握 （2019年度分） 2019/04/01-2020/03/31
- Teaching subject(s)
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Name(Japanese) Name(English) Term Department Period 保健医療統計学 Health Statistics 前期 医学研究科（人間健康科学系専攻） 2017/04-2018/03 保健医療統計学 Health Statistics 前期 医学研究科（人間健康科学系専攻） 2018/04-2019/03 臨床研究実地研修Ⅰ Clinical Research Training Ⅰ 前期集中 医学研究科 2018/04-2019/03 保健医療統計学 Health Statistics 前期 医学研究科（人間健康科学系専攻） 2019/04-2020/03 臨床研究実地研修 I Clinical Research Training I 通年集中 医学研究科 2019/04-2020/03 臨床研究実地研修II Clinical Research Training II 通年集中 医学研究科 2019/04-2020/03 保健医療統計学 Health Statistics 前期 医学研究科（人間健康科学系専攻） 2020/04-2021/03 臨床研究実地研修 I （CB限定） Clinical Research Training I 通年集中 医学研究科 2020/04-2021/03 臨床研究実地研修II （CB限定） Clinical Research Training II 通年集中 医学研究科 2020/04-2021/03
