Komori Osamu 小森理

… Alternative Names

KOMORI Osamu 小森理

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Researcher Number	60586379
Other IDs
Affiliation (Current)	2025: 成蹊大学, 理工学部, 教授
Affiliation (based on the past Project Information) *help	2017 – 2024: 成蹊大学, 理工学部, 准教授 2023: 成蹊大学, 理工学部, 教授 2017: 福井大学, 学術研究院工学系部門, 講師 2016: 福井大学, 学術研究院工学系部門, 特命講師 2015 – 2016: 福井大学, 工学(系)研究科(研究院), その他 … More 2015: 福井大学, 工学(系)研究科(研究院), 特命講師 2013 – 2014: 統計数理研究所, 大学共同利用機関等の部局等, その他 2013: 統計数理研究所, 大学共同利用機関等の部局等, 特任助教 2012: 統計数理研究所, その他部局等, その他 2012: 統計数理研究所, 統計思考院, 特任助教 2011 – 2012: 統計数理研究所, 統計思考院, 研究員 2011: 統計数理研究所, 数理・推論研究系, 助教 2010: 統計数理研究所, 予測発見戦略センター, 特任研究員 Less
Review Section/Research Field	Principal Investigator Basic Section 60030:Statistical science-related / Statistical science Except Principal Investigator Statistical science / Basic Section 60030:Statistical science-related / Medium-sized Section 60:Information science, computer engineering, and related fields / Sections That Are Subject to Joint Review: Basic Section60030:Statistical science-related , Basic Section61030:Intelligent informatics-related / Basic Section 61030:Intelligent informatics-related / Basic Section 12040:Applied mathematics and statistics-related / Statistical science
Keywords	Principal Investigator 医療統計 / 生物多様性保全 / Maxent / 生物多様性解析 / 計算効率 / 生物多様性予測 / びまん性肺疾患 / 可視化 / 臨床データ解析 / データ融合 … More / 準線形モデル / 機械学習 / evidence-based medicine / 準線形モデリング / アンサンブル学習 / 転移学習 / 深層学習 / 肺疾患データ解析 / 統計手法構築 / データベース構築 / 統計解析 / データベース / 健診データ / データ処理 … More Except Principal Investigator 機械学習 / 深層学習 / 個別化医療 / 高次元データ / 統計学 / データサイエンス / 統計科学 / データ解析 / 統計 / 一般化平均 / 準線形モデル / 効果予測 / マイクロアレイ / 高次元小標本 / 高次元 / 遺伝子発現 / 遺伝子 / バイオインフォマティクス / 予測問題 / セミパラメトリック / ノンパラメトリック / 多変量解析 / 関数推定 / 小標本 / 予測解析 / 臨床研究 / 選択的推論 / 因果推論 / 高次元統計解析 / 時空間データ / 人工知能 / 疫学 / 人口知能 / オミックスデータ / マルチモーダル / 南雲平均 / コルモゴロフ / 混合化効果モデル / クラスター分析 / 最適治療 / メタ解析 / 混合モデル / ポアソン点過程 / 幾何平均・算術平均 / パレート分布 / クラスタリング / メタアナリシス / 生存解析 / 混合効果モデル / コピュラ関数 / 種の分布モデル / 情報幾何 / 動的治療計画 / メタアナライシス / ゲノム / 統計数学 / 生物統計学 / 数理工学 / 疾患の遺伝的異質性 / 疾患異質性 / 統計的判別解析 / 階層混合モデル / 判別解析 / 構造推定 / 統計モデリング / 疾患の異質性 / 判別・予測解析 / ビッグデータ / オミクスデータ / 不均一性 / バイオマーカー / オミックスデータ / 個人化治療 / 符号和統計量 / ブースティング法 / 線形判別 / 2群判別問題 / 特徴ベクトル / Itakura-Saitoダイバージェンス / メタラーニング / ロバストクラスタリング / ガンマ・K-平均 / 群判別問題 / 遺伝子発現データ / ゲノムワイド探索 / ベキエントロピー / 乳がんデータ / クラスター / 拡散テンソル画像 / 準線形回帰モデル / 非線形予測 / 表現型予測 / 高次元・小標本 / データ異質性 / 遺伝子ランキング / オミクス　データ / AUCBoost / スパース学習 / SNP / 順序カテゴリー / AUC / 予測スコア / 高次元標本 / ROC曲線 / パタン認識 / 予測 / ゲノムデータ / t-統計量 / クラスターリング / ブースティング / 乳がんサブタイプ / パターン認識 / 分類 Less

Deepening and Expanding Research for Efficient Methods of Function Estimation in High Dimensional Statistical Analysis
- Principal Investigator
  
  内藤貫太
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60030:Statistical science-related
  Basic Section 61030:Intelligent informatics-related
  Sections That Are Subject to Joint Review: Basic Section60030:Statistical science-related , Basic Section61030:Intelligent informatics-related
- Research Institution
  Tohoku University
  Chiba University
Use of deep learning and development of statistical prediction result evaluation methods for the acceleration of personalized medicine
- Principal Investigator
  
  松浦正明
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Teikyo University
Dynamic β-Maxentによる生物多様性予測とそのアプリケーション実装Principal Investigator
- Principal Investigator
  
  小森理
- Project Period (FY)
  2022 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Seikei University
個別化医療の適応的臨床研究を支える統計・機械学習法に関する研究
- Principal Investigator
  
  松井茂之
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 60:Information science, computer engineering, and related fields
- Research Institution
  Nagoya University
Innovative Developments of Theories and Methodologies for Large Complex Data
- Principal Investigator
  
  青嶋誠
- Project Period (FY)
  2020 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 60:Information science, computer engineering, and related fields
- Research Institution
  University of Tsukuba
Development of statistical evaluation method for artificial intelligence and deep learning for personalized medicine
- Principal Investigator
  
  Matsuura Masaaki
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 12040:Applied mathematics and statistics-related
- Research Institution
  Teikyo University
Establishment of diagnosis of diffuse lung diseases based on a data-integrated deep learning methodPrincipal Investigator
- Principal Investigator
  
  Komori Osamu
- Project Period (FY)
  2018 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Seikei University
Developments and applications of statistical prediction method
- Principal Investigator
  
  Eguchi Shinto
- Project Period (FY)
  2018 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  The Institute of Statistical Mathematics
A new framework of discrimination analysis for high-dimensional data based on estimation of data structure
- Principal Investigator
  
  Matsui Shigeyuki
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Challenging Exploratory Research
- Research Field
  
  Statistical science
- Research Institution
  Nagoya University
Development of statistical methods based on omics data for realizing predictive medicine
- Principal Investigator
  
  Matsuura Masaaki
- Project Period (FY)
  2015 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Statistical science
- Research Institution
  Teikyo University
Theories and Methodologies for Large Complex Data
- Principal Investigator
  
  AOSHIMA Makoto
- Project Period (FY)
  2015 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Statistical science
- Research Institution
  University of Tsukuba
Statistical methodology for stabilizing of the genome-omics data analysis
- Principal Investigator
  
  Egichi Shinto
- Project Period (FY)
  2013 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Statistical science
- Research Institution
  The Institute of Statistical Mathematics
Formulation of antarctic-related database and its data analysisPrincipal Investigator
- Principal Investigator
  
  KOMORI Osamu
- Project Period (FY)
  2011 – 2012
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Statistical science
- Research Institution
  The Institute of Statistical Mathematics
Integration of Statistics and Machine Learning for Combining Prediction, Knowledge Discovery and Inference.
- Principal Investigator
  
  EGUCHI Shinto
- Project Period (FY)
  2008 – 2012
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Statistical science
- Research Institution
  The Institute of Statistical Mathematics

[Book] Minimum divergence method in statistical machine learning: From an information geometric viewpoint2022
- Author(s)
  Eguchi S, Komori O
- Total Pages
  221
- Publisher
  Springer
- ISBN
  9784431569220
- Data Source
  KAKENHI-PROJECT-21H04874
[Book] Minimum Divergence Methods in Statistical Machine Learning: From an Information Geometric Viewpoint2022
- Author(s)
  Shinto Eguchi, Osamu Komori
- Total Pages
  221
- Publisher
  Springer Nature
- ISBN
  9784431569220
- Data Source
  KAKENHI-PROJECT-18H03211
[Book] Statistical Methods for Imbalanced Data in Ecological and Biological Studies2019
- Author(s)
  Komori, O., & Eguchi, S.
- Total Pages
  55
- Publisher
  Springer
- ISBN
  9784431555698
- Data Source
  KAKENHI-PROJECT-18H03211
[Book] Computational Information Geometry2017
- Author(s)
  Eguchi, S., A. Notsu, O. Komori
- Total Pages
  21
- Publisher
  Springer International Publishing
- ISBN
  9783319470580
- Data Source
  KAKENHI-PROJECT-25280008
[Book] Spontaneous Learning for Data Distributions via Minimum Divergence2017
- Author(s)
  Eguchi, S., A. Notsu, O. Komori
- Total Pages
  299
- Publisher
  Springer International Publishing
- Data Source
  KAKENHI-PROJECT-25280008
[Book] Spontaneous learning for data distributions via minimum divergence. In Computational Information Geometry in Signal and Image Processing,2016
- Author(s)
  S. Eguchi, A. Notsu and O. Komori
- Publisher
  Springer
- Data Source
  KAKENHI-PROJECT-25280008
[Book] Design and Analysis of Clinical Trials for Predictive Medicine.2015
- Author(s)
  Osamu Komori and Shinto Eguchi
- Total Pages
  400
- Publisher
  Chapman & Hall/CRC
- Data Source
  KAKENHI-PROJECT-25280008
[Book] Path Connectedness on a Space of Probability Density Functions. In Geometric Science of Information 20152015
- Author(s)
  Eguchi, S.and Komori, O.
- Total Pages
  790
- Publisher
  Springer International Publishing.
- Data Source
  KAKENHI-PROJECT-25280008
[Book] Statistical and machine-learning methods for class prediction in high dimension. Design and Analysis of Clinical Trials for Predictive Medicine.2015
- Author(s)
  O.Komori and S.Eguchi.
- Total Pages
  400
- Publisher
  Chapman Hall/CRC
- Data Source
  KAKENHI-PROJECT-25280008
[Book] Bayesian Inference and Maximum Eentropy Methods in Science and Engineering (MAXENT 2014)2014
- Author(s)
  T Takenouchi, O Komori, S Eguchi.
- Total Pages
  621
- Publisher
  AIP Publishing
- Data Source
  KAKENHI-PROJECT-25280008
[Book] Bayesian Inference and Maximum Eentropy Methods in Science and Engineering (MAXENT 2014)2014
- Author(s)
  S Eguchi, O Komori, A Ohara.
- Total Pages
  621
- Publisher
  AIP Publishing
- Data Source
  KAKENHI-PROJECT-25280008
[Book] 南極観測隊データベースの進捗報告と今後の計画(共同研究レポート)2012
- Author(s)
  小森理, 他
- Publisher
  統計数理研究所
- Data Source
  KAKENHI-PROJECT-23700347
[Journal Article] Regularization learning of trace element contamination stemmed from tailings dam-break. Pollution2023
- Author(s)
  Tutmez B, Komori O
- Journal Title
  
  Pollution
  
  Volume: -
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H04874
[Journal Article] Statistical learning for species distribution models in ecological studies2023
- Author(s)
  Komori Osamu、Saigusa Yusuke、Eguchi Shinto
- Journal Title
  
  Japanese Journal of Statistics and Data Science
  
  Volume: 6 Issue: 2 Pages: 803-826
- DOI
  10.1007/s42081-023-00206-1
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K11938, KAKENHI-PROJECT-21H04874
[Journal Article] Generalized quasi-linear mixed-effects model2022
- Author(s)
  Yusuke Saigusa, Shinto Eguchi, Osamu Komori
- Journal Title
  
  Statistical Methods in Medical Research
  
  Volume: Online Published Issue: 7 Pages: 1280-1291
- DOI
  10.1177/09622802221085864
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19759, KAKENHI-PROJECT-18H03211
[Journal Article] A Unified Formulation of k-Means, Fuzzy c-Means and Gaussian Mixture Model by the Kolmogorov-Nagumo Average2021
- Author(s)
  Osamu Komori and Shinto Eguchi
- Journal Title
  
  Entropy
  
  Volume: 23 Issue: 5 Pages: 1-21
- DOI
  10.3390/e23050518
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11190, KAKENHI-PROJECT-20H00576, KAKENHI-PROJECT-18H03211
[Journal Article] Sampling bias correction in species distribution models by quasi-linear Poisson point process2020
- Author(s)
  Komori, O., Eguchi, S., Saigusa, Y., Kusumoto, B. and Kubota, Y.
- Journal Title
  
  Ecological Informatics
  
  Volume: 55 Pages: 1-11
- DOI
  10.1016/j.ecoinf.2019.101015
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03211
[Journal Article] Development of novel diagnostic system for pancreatic cancer, including early stages, measuring mRNA of whole blood cells2019
- Author(s)
  Sakai Yoshio、Honda Masao、Matsui Shigeyuki、Komori Osamu、Murayama Toshinori、Fujiwara Tadami、Mizuno Masaaki、Imai Yasuhito、Yoshimura Kenichi、Nasti Alessandro、Wada Takashi、Iida Noriho、Kitahara Masaaki、Horii Rika、Toshikatsu Tamai、Nishikawa Masashi、Okafuji Hirofumi、Mizukoshi Eishiro、et al
- Journal Title
  
  Cancer Science
  
  Volume: 110 Issue: 4 Pages: 1364-1388
- DOI
  10.1111/cas.13971
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-17H06394, KAKENHI-PROJECT-15H01678, KAKENHI-PROJECT-16H02668, KAKENHI-PROJECT-18H03211, KAKENHI-PROJECT-16H06299, KAKENHI-PROJECT-17H01886, KAKENHI-PROJECT-18H02793, KAKENHI-PROJECT-17K09413, KAKENHI-PROJECT-17K15934
[Journal Article] Prostaglandin E-major urinary metabolite as a noninvasive surrogate marker for infantile necrotizing enterocolitis.2019
- Author(s)
  Konishi KI, Yoshida M, Nakao A, Tsuchiya K, Tsurisawa C, Ichiki K, Takeda T, Hisaeda Y, Hirota A, Amagata S, Odashima T, Yokomori K, Ishida K, Matsuura M, Ito S, Fujiwara M, Nakahara S.
- Journal Title
  
  J Pediatr Surg.
  
  Volume: 54 Issue: 8 Pages: 1584-1589
- DOI
  10.1016/j.jpedsurg.2018.08.044
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H01806
[Journal Article] An optimal semiparametric method for two-group classification2018
- Author(s)
  Baek, S., Komori, O. Ma, Y.
- Journal Title
  
  Scandinavian Journal of Statistics
  
  Volume: 投稿中
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25280008
[Journal Article] An optimal semiparametric method for two-group classification.2018
- Author(s)
  Baek, S., Komori, O. Ma, Y.
- Journal Title
  
  Scandinavian Journal of Statistics
  
  Volume: 45 Issue: 3 Pages: 806-846
- DOI
  10.1111/sjos.12323
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K12401
[Journal Article] Robust bias correction model for estimation of global trend in marine populations2017
- Author(s)
  Komori, O., Eguchi, S., Saigusa, Y., Okamura, S. and Ichinokawa, M.
- Journal Title
  
  Ecosphere
  
  Volume: 8 Pages: 1-9
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25280008
[Journal Article] Robust bias correction model for estimation of global trend in marine populations2017
- Author(s)
  Komori O, Eguchi S, Saigusa Y, Okamura S, Ichinokawa M
- Journal Title
  
  Ecosphere
  
  Volume: 8 Issue: 12 Pages: 1-9
- DOI
  10.1002/ecs2.2038
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K12401
[Journal Article] Quasi-linear score for capturing heterogeneous structure in biomarkers2017
- Author(s)
  Omae K, Komori O, Eguchi S
- Journal Title
  
  BMC Bioinformatics
  
  Volume: 18 Issue: 1 Pages: 1-15
- DOI
  10.1186/s12859-017-1721-x
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K12401, KAKENHI-PROJECT-25280008
[Journal Article] Clinical and microarray analysis of breast cancers of all subtypes from two prospective preoperative chemotherapy studies.2016
- Author(s)
  Okuma, H., Koizumi, F., Hirakawa, A., Nakatochi, M., Komori, O., Hashimoto,J., Kodaira, M., Yunokawa, M., Yamamoto, H.,Yonemori, K., Shimizu, C.,Fujiwara, Y. and Tamura, K.
- Journal Title
  
  British Journal of Cancer
  
  Volume: 115 Issue: 4 Pages: 411-419
- DOI
  10.1038/bjc.2016.184
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25280008
[Journal Article] An asymmetric logistic regression model for ecological data2016
- Author(s)
  Komori, O., Eguchi, S., Ikeda, S., Okamura, H., Ichinokawa, M. and Nakayama, S.
- Journal Title
  
  Methods in Ecology and Evolution
  
  Volume: 7(2) Issue: 2 Pages: 249-260
- DOI
  10.1111/2041-210x.12473
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25280008
[Journal Article] Reproducible detection of disease-associated markers from gene expression data2016
- Author(s)
  K. Omae, O. Komori and S.Eguchi
- Journal Title
  
  BMC Medical Genomics
  
  Volume: 9(53) Issue: 1 Pages: 53-53
- DOI
  10.1186/s12920-016-0214-5
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25280008, KAKENHI-PROJECT-16K12401
[Journal Article] Binary classification with pseudo exponential model and its application for multi task learning.2015
- Author(s)
  T. Takenouchi, O. Komori and S. Eguchi.
- Journal Title
  
  Entropy
  
  Volume: 17, 8 Pages: 5673-5694
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25280008
[Journal Article] Generalized t-statistics for two-group classification.2015
- Author(s)
  O. Komori, S. Eguchi and J. Copas.
- Journal Title
  
  Biometrics
  
  Volume: 71, 2 Issue: 2 Pages: 404-416
- DOI
  10.1111/biom.12265
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25280008, KAKENHI-PROJECT-24240042
[Journal Article] Individualized prostate-specific antigen threshold values to avoid overdiagnosis of prostate cancer and reduce unnecessary biopsy in elderly men2014
- Author(s)
  Kanao K., Komori O., Nakashima J., Ohigashi T., Kikuchi E., Miyajima A., Nakagawa K., Eguchi S. and Oya M
- Journal Title
  
  Japanese Journal of Clinical Oncology
  
  Volume: 44 Issue: 9 Pages: 852-859
- DOI
  10.1093/jjco/hyu133
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24240042, KAKENHI-PROJECT-25280008
[Journal Article] Spontaneous clustering via minimum gamma-divergence2014
- Author(s)
  Notsu A, Komori O, Eguchi S
- Journal Title
  
  Neural Computation
  
  Volume: 26 Issue: 2 Pages: 421-448
- DOI
  10.1162/neco_a_00547
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24240042, KAKENHI-PROJECT-25280008
[Journal Article] Duality of Maximum Entropy and Minimum Divergence2014
- Author(s)
  Shinto Eguchi, Osamu Komori and Atsumi Ohara
- Journal Title
  
  Entropy
  
  Volume: 16 Issue: 7 Pages: 3552-3572
- DOI
  10.3390/e16073552
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23540134, KAKENHI-PROJECT-24240042, KAKENHI-PROJECT-25280008
[Journal Article] Multiple suboptimal solutions for prediction rules in gene expression data2013
- Author(s)
  Komori, O., Pritchard, M. and Eguchi, S.
- Journal Title
  
  Computational and Mathematical Methods in Medicine
  
  Volume: 2013 Pages: 1-14
- DOI
  10.1155/2013/798189
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25280008
[Journal Article] Multiple suboptimal solutions for prediction rules in gene expression data.2013
- Author(s)
  O. Komori
- Journal Title
  
  Computational and Mathematical Methods in Medicine. [online]
  
  Volume: 2013 Pages: 14-14
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20240028
[Journal Article] Robust independent component analysis via minimum gamma-divergence estimation2013
- Author(s)
  Chen PW, Hung H, Komori O, Huang SY, Eguchi S
- Journal Title
  
  IEEE Journal of Selected Topics in Signal Processing
  
  Volume: 7 Issue: 4 Pages: 614-624
- DOI
  10.1109/jstsp.2013.2247024
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24240042, KAKENHI-PROJECT-25280008
[Journal Article] An extension of the Receiver Operating Characteristic curve and AUC-optimal classification2012
- Author(s)
  T. Takenouchi, O. Komori and S. Eguchi
- Journal Title
  
  Neural Computation
  
  Volume: 24, 10 Pages: 2789-2824
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20240028
[Journal Article] Projective power entropy and maximum Tsallis entropy distributions2011
- Author(s)
  S. Eguchi, O. Komori and S. Kato
- Journal Title
  
  Entropy
  
  Volume: 13 Issue: 10 Pages: 1746-1764
- DOI
  10.3390/e13101746
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20240028, KAKENHI-PROJECT-22740076
[Journal Article] Prediction Analysis for Genomic and Proteomic Data: New Statistical Methods Based on Machine Learning2011
- Author(s)
  小森理, 江口真透
- Journal Title
  
  Japanese Journal of Biometrics
  
  Volume: 32 Issue: 1 Pages: 49-73
- DOI
  10.5691/jjb.32.49
- NAID
  10029531726
- ISSN
  0918-4430, 2185-6494
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20240028
[Journal Article] Boosting Learning Algorithm for Pattern Recognition and Beyond2011
- Author(s)
  O. Komori and S. Eguchi
- Journal Title
  
  IEICE Trans. Inf. & Syst.
  
  Volume: E94-D Issue: 10 Pages: 1863-1869
- DOI
  10.1587/transinf.E94.D.1863
- NAID
  10030193119
- ISSN
  0916-8532, 1745-1361
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20240028
[Journal Article] A boosting method for maximizing the partial area under the ROC curve.2010
- Author(s)
  O.Komori, S.Eguchi.
- Journal Title
  
  BMC Bioinformatics
  
  Pages: 11-314
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20240028
[Journal Article] area under the ROC curve2010
- Author(s)
  O. Komori and S. Eguchi
- Journal Title
  
  BMC Bioinformatics
  
  Volume: 11:314
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20240028
[Journal Article] A boosting method for maximizing the partial area under the ROC curve.2010
- Author(s)
  O.Komori, S.Eguchi
- Journal Title
  
  BMC Bioinformatics
  
  Volume: 11:314(online)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20240028
[Journal Article] Robust hierarchical clustering for gene expression data analysis2009
- Author(s)
  N. H. Mollah, M. Pritchard, O. Komori and S. Eguchi
- Journal Title
  
  Communications of SIWN
  
  Volume: 6 Pages: 118-122
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20240028
[Journal Article] Robust hierarchical clustering for gene expression data analysis.2009
- Author(s)
  N.H.Mollah, M.Pritchard, O.Komori, S.Eguchi.
- Journal Title
  
  Communications of SIWN 6
  
  Pages: 118-122
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20240028
[Journal Article] Robust Independent Component Analysis via Minimum γ-Divergence Estimation
- Author(s)
  P. Chen, H. Hung, O. Komori, S-Y. Huang, and S. Eguchi
- Journal Title
  
  To appear in IEEE
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] Geometric-mean divergence に基づく生物多様性予測2023
- Author(s)
  小森理
- Organizer
  2023年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-23K28043
[Presentation] Species distribution modeling using geometric-mean divergence2023
- Author(s)
  Osamu Komori
- Organizer
  IASC-ARS
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K11938
[Presentation] Geometric-mean divergence に基づく生物多様性予測2023
- Author(s)
  小森理
- Organizer
  統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-22K11938
[Presentation] Species distribution modeling using geometric-mean divergence2023
- Author(s)
  Osamu Komori
- Organizer
  IASC-ARS 2023
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H04874
[Presentation] 準線形予測関数をもつ一般化混合効果モデルについて2020
- Author(s)
  三枝祐輔, 小森理, 江口真透
- Organizer
  統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-18H03211
[Presentation] G-computation に関するoverview2019
- Author(s)
  小森理
- Organizer
  統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-18K11190
[Presentation] 一般化平均を用いた非正規な混合効果モデル2019
- Author(s)
  三枝祐輔, 小森理, 江口真透
- Organizer
  統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-18H03211
[Presentation] 一般化エネルギー関数に基づくクラスター分析2018
- Author(s)
  小森理
- Organizer
  統計関連学会連合大会,
- Data Source
  KAKENHI-PROJECT-18K11190
[Presentation] 一般化エネルギー関数に基づくクラスター分析2018
- Author(s)
  小森理，江口真透
- Organizer
  2018年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-18H03211
[Presentation] 統計的機械学習法とデータの異質性に注目した解析法2018
- Author(s)
  小森理
- Organizer
  SICE制御部門データ科学とリンクした次世代の適応学習制御調査研究会
- Invited
- Data Source
  KAKENHI-PROJECT-18K11190
[Presentation] 統計的機械学習法とデータの異質性に注目した解析法2018
- Author(s)
  小森　理
- Organizer
  SICE制御部門データ科学とリンクした次世代の適応学習制御調査研究会
- Invited
- Data Source
  KAKENHI-PROJECT-15H01678
[Presentation] 一般化エネルギー関数に基づくクラスター分析2018
- Author(s)
  小森　理、江口真透
- Organizer
  2018年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-15H01678
[Presentation] 統計的機械学習法とデータの異質性に注目した解析法2018
- Author(s)
  小森理
- Organizer
  SICE制御部門データ科学とリンクした次世代の適応学習制御調査研究会、統計数理研究所
- Invited
- Data Source
  KAKENHI-PROJECT-18H03211
[Presentation] 一般化エネルギー関数に基づくクラスター分析2018
- Author(s)
  小森理, 江口真透
- Organizer
  2018年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-16K12401
[Presentation] Asymmetric logistic regression model2017
- Author(s)
  Komori O
- Organizer
  The International Conference on Bioinformatics and Biostatistics for Agriculture Health and Environment
- Place of Presentation
  Rajshahi ,Bangladesh
- Year and Date
  2017-01-22
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K12401
[Presentation] Asymmetric logistic regression model2017
- Author(s)
  Komori, O.
- Organizer
  The International Conference on Bioinformatics and Biostatistics for Agriculture Health and Environment,
- Place of Presentation
  University of Rajshahi in Bangladesh
- Year and Date
  2017-01-20
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25280008
[Presentation] Robustified asymmetric logistic regression model for global fish stock assessment2017
- Author(s)
  Komori, O., Eguchi, S., Hiroshi, O., Ichinokawa, M.
- Organizer
  CFAS 2017:International Conference on Fisheries and Aquatic Sciences
- Place of Presentation
  Patong Beach Hotel, Thailand
- Year and Date
  2017-03-06
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25280008
[Presentation] 生態デ－タのためのポアソン点過程モデル?準線形モデリング?2017
- Author(s)
  小森理
- Organizer
  統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-25280008
[Presentation] 生態デ－タのためポアソン点過程－準線形モデリング－2017
- Author(s)
  小森理，三枝祐輔，江口真透
- Organizer
  統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-25280008
[Presentation] 生態デ－タのためのポアソン点過程モデル準線形モデリング2017
- Author(s)
  小森理
- Organizer
  統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-16K12401
[Presentation] 分布の異質性を考慮した判別手法2016
- Author(s)
  小森理
- Organizer
  統計関連学会連合大会
- Place of Presentation
  金沢大学（石川県金沢市）
- Year and Date
  2016-09-06
- Data Source
  KAKENHI-PROJECT-16K12401
[Presentation] 分布の異質性を考慮した判別手法2016
- Author(s)
  小森理
- Organizer
  統計関連学会連合大会
- Place of Presentation
  金沢大学
- Year and Date
  2016-09-04
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25280008
[Presentation] Information geometry associated with two generalized means2016
- Author(s)
  Eguchi, S., Komori, O. and Ohara, A.
- Organizer
  Information Geometry and its applications IV
- Place of Presentation
  Liblice, Czech Republic
- Year and Date
  2016-06-12
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25280008
[Presentation] A simple mixture model for probability density estimation based on a quasi divergence (poster)2016
- Author(s)
  Komori, O. and Eguchi, S
- Organizer
  Information Geometry and its applications IV
- Place of Presentation
  Liblice, Czech Republic
- Year and Date
  2016-06-12
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25280008
[Presentation] 分布の異質性を考慮したｔ統計量とAUCの一般化2015
- Author(s)
  小森理，江口真透
- Organizer
  統計関連学会連合大会2015
- Place of Presentation
  岡山大学津島キャンパス
- Year and Date
  2015-09-07
- Data Source
  KAKENHI-PROJECT-25280008
[Presentation] Extension of AUC for classification considering heterogeneity in distributions.2015
- Author(s)
  Komori, O. and Eguchi, S.
- Organizer
  The 9th Conference of the Asian Regional Section of the IASC-ARS 2015
- Place of Presentation
  National University of Singapore, Singapore.
- Year and Date
  2015-12-19
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25280008
[Presentation] Generalized t-statistic and AUC for binary classification.2015
- Author(s)
  Komori, O. and Eguchi, S.
- Organizer
  Workshop on High-Dimensional Statistical Analysis
- Place of Presentation
  Academia Sinica, Taiwan
- Year and Date
  2015-12-11
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25280008
[Presentation] 異質性が内在する2標本検定問題におけるロバストな統計量2015
- Author(s)
  大前勝弘，小森理，江口真透
- Organizer
  統計関連学会連合大会2015
- Place of Presentation
  岡山大学津島キャンパス
- Year and Date
  2015-09-08
- Data Source
  KAKENHI-PROJECT-25280008
[Presentation] ２群判別のための多重マーカーの一般化 t-統計量について：セミパラメトリックスとラッソ2015
- Author(s)
  江口真透、小森理
- Organizer
  バイオ統計学の挑戦と貢献
- Place of Presentation
  福岡
- Year and Date
  2015-02-03
- Invited
- Data Source
  KAKENHI-PROJECT-25280008
[Presentation] Duality in a maximum generalized entropy model.2014
- Author(s)
  Eguchi S., Komori, O. Ohara, A.
- Organizer
  34th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering
- Place of Presentation
  Amboise France
- Year and Date
  2014-09-25
- Data Source
  KAKENHI-PROJECT-25280008
[Presentation] マイクロアレイデータによるロバストな遺伝子ランキングを用いた表現型予測2014
- Author(s)
  大前勝弘、小森理、江口真透
- Organizer
  統計関連学会連合大会
- Place of Presentation
  東京
- Year and Date
  2014-09-14
- Data Source
  KAKENHI-PROJECT-25280008
[Presentation] Kernel Switching Ridge Regression2014
- Author(s)
  小森理
- Organizer
  日本統計学会春季集会
- Place of Presentation
  同志社大学今出川キャンパス
- Year and Date
  2014-03-08
- Data Source
  KAKENHI-PROJECT-23700347
[Presentation] Generalized entropy and divergence in statistical learning.2014
- Author(s)
  Eguchi, S., Komori, O.
- Organizer
  The 3rd Institute of Mathematical Statistics Asia Pacific Rim Meeting
- Place of Presentation
  Taipei Taiwan
- Year and Date
  2014-06-27
- Invited
- Data Source
  KAKENHI-PROJECT-25280008
[Presentation] Maximum power entropy method for ecological data analysis.2014
- Author(s)
  Komori, O., Eguchi, S.
- Organizer
  34th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering.
- Place of Presentation
  Amboise France
- Year and Date
  2014-09-23
- Data Source
  KAKENHI-PROJECT-25280008
[Presentation] A novel boosting algorithm for multi-task learning based on the Itakuda-Saito divergence.2014
- Author(s)
  Takenouchi T. Komori O, Eguchi S.
- Organizer
  34th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering
- Place of Presentation
  Amboise France
- Year and Date
  2014-09-23
- Data Source
  KAKENHI-PROJECT-25280008
[Presentation] Robust ranking method via repeated random partition for gene expressions data.2014
- Author(s)
  Omae, K., Komori, O., Eguchi, S.
- Organizer
  The 3rd Institute of Mathematical Statistics Asia Pacific Rim Meeting
- Place of Presentation
  Taipei Taiwan
- Year and Date
  2014-06-28
- Data Source
  KAKENHI-PROJECT-25280008
[Presentation] A class of u-statistics combining multiple markers for two-group classification2013
- Author(s)
  Komori, O., Hung, H., Chen, P., Huang, Su-Yun and Eguchi, S.
- Organizer
  Joint Meeting of the IASC Satellite Conference for the 59th ISI WSC and the 8th Conference of the Asian Regional Section of the IASC
- Place of Presentation
  Seoul, Korea
- Data Source
  KAKENHI-PROJECT-25280008
[Presentation] 小集団の匿名化の実際と課題データの暗号化の科学2013
- Author(s)
  小森理
- Organizer
  2013年南極医学医療ワークショップ
- Place of Presentation
  国立極地研究所
- Year and Date
  2013-07-20
- Data Source
  KAKENHI-PROJECT-23700347
[Presentation] 小集団の匿名化の実際と課題データの暗号化の科学2013
- Author(s)
  小森　理
- Organizer
  南極医学医療ワークショップ
- Place of Presentation
  国立極地研究所
- Data Source
  KAKENHI-PROJECT-23700347
[Presentation] Density estimation based on U-divergence with volume-mass-one2012
- Author(s)
  O. Komori
- Organizer
  The 2nd Institute of Mathematical Statistics Asia Pacific Rim Meeting
- Place of Presentation
  Tsukuba,Japan
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] Maximization of a Generalized t-Statistic for Two-Class Discrimination Problem2012
- Author(s)
  Osamu Komori
- Organizer
  XXVI the International Biometric Conference
- Place of Presentation
  Kobe International Conference Center
- Year and Date
  2012-08-28
- Data Source
  KAKENHI-PROJECT-23700347
[Presentation] Maximization of a Generalized t-Statistic for Two-Class Discrimination Problem2012
- Author(s)
  O. Komori, S. Eguchi and J. Copas
- Organizer
  XXVI th International Biometric Conference
- Place of Presentation
  Kobe, Japan
- Year and Date
  2012-08-28
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] Maximization of the generalized t-statistics for two-class discrimination problem2012
- Author(s)
  O. Komori, S. Eguchi and J. Copas
- Organizer
  Statistical Seminar
- Place of Presentation
  Academia Sinica, Taipei, Taiwan
- Year and Date
  2012-10-15
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] Maximization of a Generalized t-Statistic for Two-Class Discrimination Problem2012
- Author(s)
  O. Komori
- Organizer
  XXVI th International Biometric Conference
- Place of Presentation
  Kobe,Japan
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] t統計量の一般化とその判別解析への応用2012
- Author(s)
  小森理
- Organizer
  統計関連学会連合大会2012
- Place of Presentation
  札幌,
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] Projective power cross entropy and detectability for hidden structures: part II, International Workshop on Anomalous Statistics2012
- Author(s)
  S. Eguchi, A. Notsu and O. Komori
- Organizer
  Generalized Entropies, and Information Geometry
- Place of Presentation
  奈良女子大学
- Year and Date
  2012-03-09
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] Maximization of the generalized t-statistics for two-class discrimination problem,2012
- Author(s)
  O. Komori
- Organizer
  Academia Sinica Statistical Seminar
- Place of Presentation
  Academia Sinica, Taipei
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] t統計量の一般化とその判別解析への応用2012
- Author(s)
  小森理,江口真透,コーパスジョン
- Organizer
  統計関連学会連合大会
- Place of Presentation
  札幌,北海道
- Year and Date
  2012-09-10
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] Projective power entropy based learning for unsupervised data2011
- Author(s)
  S. Eguchi, O. Komori, A. Notsu
- Organizer
  Joint Meeting of 2011 Taipei International Statistical Symposium
- Place of Presentation
  Academia Sinica, Taiwan
- Year and Date
  2011-12-17
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] t統計量をもとにしたLassoとBoostingについて2011
- Author(s)
  小森理
- Organizer
  2011年度統計学会
- Place of Presentation
  九州大学
- Year and Date
  2011-09-06
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] Projective power entropy based learning for unsupervised data2011
- Author(s)
  S.Eguchi, O.Komori, A.Notsu
- Organizer
  Joint Meeting of 2011 Taipei International Statistical Symposium
- Place of Presentation
  Academia Sinica, Taiawan(招待講演)
- Year and Date
  2011-12-17
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] Maximization of t-Statistics based on one class label2011
- Author(s)
  O.Komori, S.Eguchi
- Organizer
  Young Statisticians Meeting
- Place of Presentation
  Trinity College Dublin,アイルランド
- Year and Date
  2011-08-20
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] Pattern recognition from genome and omics data2010
- Author(s)
  Osamu Komori, Shinto Eguchi
- Organizer
  Tutorial Workshop on Learning with Information Divergence Geometry
- Place of Presentation
  National Taiwan University, Taipei, Taiwan(招待講演)
- Year and Date
  2010-04-25
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] Information geometry on model uncertainty2010
- Author(s)
  S. Eguchi and O. Komori
- Organizer
  Tutorial Workshop on Learning with Information Divergence Geometry
- Place of Presentation
  National Taiwan University, Taipei, Taiwan
- Year and Date
  2010-04-24
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] Boosting for Maximization of the Partial Area under the ROC Curve2010
- Author(s)
  小森理, 江口真透
- Organizer
  統計モデルによる現象の解析,並びにその基礎理論
- Place of Presentation
  山形テルサ山形
- Year and Date
  2010-10-23
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] Information divergence class and robust statistical methods I, II2010
- Author(s)
  Shinto Eguchi, Osamu Komori
- Organizer
  Tutorial Workshop on Learning with Information Divergence Geometry
- Place of Presentation
  National Taiwan University, Taipei, Taiwan(招待講演)
- Year and Date
  2010-04-24
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] Tutorial lecture on Learning with Information Divergence Geometry2010
- Author(s)
  Eguchi, S., Komori, O.
- Organizer
  Taipei
- Place of Presentation
  Taiwan
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] nformation divergence class and robust statistical methods I,II2010
- Author(s)
  S. Eguchi and O. Komori
- Organizer
  Tutorial Workshop on Learning with Information Divergence Geometry
- Place of Presentation
  National Taiwan University, Taipei, Taiwan
- Year and Date
  2010-04-24
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] Pattern recognition from genome and omics data2010
- Author(s)
  O. Komori and S. Eguchi
- Organizer
  Tutorial Workshop on Learning with Information Divergence Geometry
- Place of Presentation
  National Taiwan University, Taipei, Taiwan
- Year and Date
  2010-04-25
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] A Statistical Method for the Partial Area under the ROC Curve2010
- Author(s)
  Osamu Komori, Shinto Eguchi
- Organizer
  25^<th> International Biometric Conference
- Place of Presentation
  Florianopolis, Brazil
- Year and Date
  2010-12-07
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] A Statistical Method for the Partial Area under the ROC Curve2010
- Author(s)
  O. Komori, S. Eguchi
- Organizer
  25th International Biometric Conference
- Place of Presentation
  Florianopolis, Brazil
- Year and Date
  2010-12-07
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] Boosting leaning algorithm and U-loss functions I and II2010
- Author(s)
  S. Eguchi and O. Komori
- Organizer
  Tutorial Workshop on Learning with Information Divergence Geometry
- Place of Presentation
  National Taiwan University, Taipei, Taiwan
- Year and Date
  2010-04-25
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] ブースティングによる混合モデルの推定2010
- Author(s)
  小森理, 江口真透
- Organizer
  統計関連学会連合大会
- Place of Presentation
  早稲田大学東京
- Year and Date
  2010-09-06
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] Boosting leaning algorithm and U-loss functions I and II2010
- Author(s)
  Shinto Eguchi, Osamu Komori
- Organizer
  Tutorial Workshop on Learning with Information Divergence Geometry
- Place of Presentation
  National Taiwan University, Taipei, Taiwan(招待講演)
- Year and Date
  2010-04-25
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] Information geometry on model uncertainty2010
- Author(s)
  Shinto Eguchi, Osamu Komori
- Organizer
  Tutorial Workshop on Learning with Information Divergence Geometry
- Place of Presentation
  National Taiwan University, Taipei, Taiwan(招待講演)
- Year and Date
  2010-04-24
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] 3次自然スプラインに基づくpAUCBoost2009
- Author(s)
  小森理, 江口真透
- Organizer
  統計関連学会連合大会
- Place of Presentation
  京都, 日本
- Year and Date
  2009-09-06
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] t-Boost method for discriminant analysis with high-dimensional feature vector.2009
- Author(s)
  江口真透、小森理
- Organizer
  科学研究費集会「高次元データの統計学-理論・方法論・関連分野への応用-」
- Place of Presentation
  筑波大学
- Year and Date
  2009-12-14
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] Maximization of the partial area under the ROC curve using a boosting technique.(Poster)2009
- Author(s)
  Komori, O., Eguchi, S.
- Organizer
  Institute of Mathematical Statistics Asia Pacific Rim 1st Meeting
- Place of Presentation
  Seoul, South Korea
- Year and Date
  2009-06-28
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] t値を最大にする判別関数のブースティング2009
- Author(s)
  江口真透, 小森理
- Organizer
  統計関連学会連合大会
- Place of Presentation
  京都, 日本
- Year and Date
  2009-09-07
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] 1クラスラベルに注目したブースティング2008
- Author(s)
  小森理
- Organizer
  統計関連学会連合大会
- Place of Presentation
  横浜,神奈川
- Year and Date
  2008-09-08
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] 1クラスラペルに注目したブースティング2008
- Author(s)
  小森, 理
- Organizer
  統計関連学会連合大会
- Place of Presentation
  横浜
- Year and Date
  2008-09-08
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] A Boosting Method for Maximizing the Partial Area under the ROC Curve.2008
- Author(s)
  Komori, Osamu
- Organizer
  International Association for Statistical Computing
- Place of Presentation
  Yokohama
- Year and Date
  2008-12-07
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] A Boosting Method for Maximizing the Partial Area under the ROC Curve2008
- Author(s)
  O. Komori
- Organizer
  International Association for Statistical Computing 2008
- Place of Presentation
  Yokohama, Japan
- Year and Date
  2008-12-07
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] Boosting true positive and false positive rates for pattern recognition.
- Author(s)
  Eguchi, S., Osamu Komori
- Organizer
  IMS-APRM
- Place of Presentation
  Seoul
- Data Source
  KAKENHI-PROJECT-20240028
[Presentation] Maximization of a Generalized t-Statistic for Two-Class Discrimination Problem
- Author(s)
  Osamu Komori
- Organizer
  XXVI th International Biometric Conference
- Place of Presentation
  Kobe
- Data Source
  KAKENHI-PROJECT-23700347

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Komori Osamu 小森 理

KOMORI Osamu 小森 理

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Dynamic β-Maxentによる生物多様性予測とそのアプリケーション実装Principal Investigator

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Establishment of diagnosis of diffuse lung diseases based on a data-integrated deep learning methodPrincipal Investigator

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Formulation of antarctic-related database and its data analysisPrincipal Investigator

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[Book] Minimum divergence method in statistical machine learning: From an information geometric viewpoint2022

Author(s)

Komori Osamu 小森理

KOMORI Osamu 小森理