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Final Stage Disaster Prediction at the Disaster Warning Stage

Research Project

Project/Area Number 24310121
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionKyushu Institute of Technology

Principal Investigator

HIROSE Hideo  九州工業大学, 大学院情報工学研究院, 教授 (60275401)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2014: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2013: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2012: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywordsリスク予測 / 微分方程式 / SIR / マトリクス分解 / PoP / 最適試験法 / 寿命推定法 / アンサンブル法 / マトリクス分解法 / 信頼性工学 / パンデミック
Outline of Final Research Achievements

In the risk analysis methods, such as pandemic, final stage disaster prediction at the disaster warning stage becomes extremely important. Since a use of single approach alone cannot provide a good prediction accuracy, we developed the ensemble method, called PoP (prediction on predictions), consisting of statistical methods, the agent model, differential equation model, and the machine learning method. Applying the method to SARS, Ebola, Dengue, influenza cases, we obtained superior prediction results at early stage than the use of single approach. For seasonal disasters, the matrix decomposition method, used in recommendation systems, is found to be useful. In addition, we proposed a new mathematical model for electric insulation deterioration, and introduced it to IEC committee.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (79 results)

All 2015 2014 2013 2012 Other

All Journal Article (11 results) (of which Peer Reviewed: 11 results) Presentation (55 results) (of which Invited: 2 results) Book (10 results) Remarks (3 results)

  • [Journal Article] Monthly Maximum Accumulated Precipitation Forecasting using Local Precipitation Data and Global Climate Modes2015

    • Author(s)
      Junaida Sulaiman, Herdianti Darwis, and Hideo Hirose
    • Journal Title

      Journal of Advanced Computational Intelligence and Intelligent Informatics

      Volume: 18 Pages: 999-1006

    • NAID

      130007673161

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimum and Semi-optimum Life Test Plans of Electrical Insulation for Thermal Stress2015

    • Author(s)
      H. Hirose, T. Sakumura, and N. Tabuchi
    • Journal Title

      IEEE Trans., Dielectrics and Electrical Insulation

      Volume: 22 Issue: 1 Pages: 488-494

    • DOI

      10.1109/tdei.2014.004506

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Foundation of Mathematical Deterioration Models for the Thermal Stress2015

    • Author(s)
      H. Hirose, T. Sakumura
    • Journal Title

      IEEE Trans., Dielectrics and Electrical Insulation

      Volume: 22 Issue: 1 Pages: 482-487

    • DOI

      10.1109/tdei.2014.004450

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] EMタイプIRTによる不完全マトリクスの完全化とその応用2014

    • Author(s)
      作村,徳永,廣瀬
    • Journal Title

      情報処理学会論文誌, 数理モデル化と応用

      Volume: 7 Pages: 17-26

    • NAID

      110009634072

    • Related Report
      2014 Annual Research Report 2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] PoP: Prediction on Predictions with Ensemble Method2014

    • Author(s)
      H. Hirose, Y. Koyanagi
    • Journal Title

      IAENG International Journal of Applied Mathematics

      Volume: 44 Pages: 103-108

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Score allotment optimization method with application to comparison of ability evaluation in testing between classical test theory and item response theory2014

    • Author(s)
      H. Hirose, T. Sakumura, T. Kuwahata
    • Journal Title

      Information

      Volume: 17 Pages: 391-410

    • NAID

      120005524685

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Foundation of Mathematical Deterioration Models for the Thermal Stress2014

    • Author(s)
      H. Hirose, T. Sakumura
    • Journal Title

      IEEE Trans., Dielectrics and Electrical Insulation

      Volume: 21 Pages: 1-6

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Optimum and Semi-optimum Life Test Plans of Electrical Insulation for Thermal Stress2014

    • Author(s)
      H. Hirose, T. Sakumura, and N. Tabuchi
    • Journal Title

      IEEE Trans., Dielectrics and Electrical Insulation

      Volume: 21 Pages: 1-7

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Pandemic Simulations by MADE: A combination of Multi-agent and Differential Equations, with Novel Influenza A(H1N1)2013

    • Author(s)
      H. Hirose
    • Journal Title

      Information

      Volume: 16 Pages: 5365-5390

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Estimation of the number of failures in the Weibull model using the ordinary differential equation2012

    • Author(s)
      H. Hirose
    • Journal Title

      European Journal of Operational Research

      Volume: 223 Issue: 3 Pages: 722-731

    • DOI

      10.1016/j.ejor.2012.07.011

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] The Extended Cumulative Exposure Model (ECEM) and Its Application to Oil Insulation Test2012

    • Author(s)
      H. Hirose, T. Sakumura
    • Journal Title

      IEEE Transactions on Reliability

      Volume: 61 Pages: 625-633

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] A Probabilistic Solution for the Mystery of Japanese Blood Type Prediction Accuracy2015

    • Author(s)
      Hideo Hirose
    • Organizer
      The Fifth Asian Conference on Psychology & the Behavioral Sciences
    • Place of Presentation
      Osaka
    • Year and Date
      2015-03-26 – 2015-03-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] Lifetime Estimation for Thermal Stress Deterioration via the Mechanical Strength2015

    • Author(s)
      Naoki Tabuchi, Shinya Nakano, Hideo Hirose
    • Organizer
      情報処理学会火の国シンポジウム2015
    • Place of Presentation
      佐賀大学
    • Year and Date
      2015-03-05 – 2015-03-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] NNRMLR4:重回帰と最近傍の組み合わせ法とその適用2015

    • Author(s)
      阿部太平, 無津呂明俊, 廣瀬英雄
    • Organizer
      情報処理学会火の国シンポジウム2015
    • Place of Presentation
      佐賀大学
    • Year and Date
      2015-03-05 – 2015-03-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] 松食い虫による松林の被害拡大シミュレーション2015

    • Author(s)
      小柳祐貴, 廣瀬英雄
    • Organizer
      情報処理学会火の国シンポジウム2015
    • Place of Presentation
      佐賀大学
    • Year and Date
      2015-03-05
    • Related Report
      2014 Annual Research Report
  • [Presentation] NNRMLR3: Further Improved Combination Method of Nearest Neighbor Regression and Multiple Linear Regression2014

    • Author(s)
      Hideo Hirose
    • Organizer
      2nd International Symposium on Applied Engineering and Sciences
    • Place of Presentation
      Fukuoka
    • Year and Date
      2014-12-20 – 2014-12-21
    • Related Report
      2014 Annual Research Report
  • [Presentation] Dually Adaptive Online IRT Testing System to the Large Scale Data2014

    • Author(s)
      Yoshiko Tokusada, Hideo Hirose
    • Organizer
      2nd International Symposium on Applied Engineering and Sciences
    • Place of Presentation
      Fukuoka
    • Year and Date
      2014-12-20 – 2014-12-21
    • Related Report
      2014 Annual Research Report
  • [Presentation] Early Risk Detection Analysis using the PoP, Prediction on Predictions2014

    • Author(s)
      Yuki, Koyanagi, Hideo Hirose
    • Organizer
      2nd International Symposium on Applied Engineering and Sciences
    • Place of Presentation
      Fukuoka
    • Year and Date
      2014-12-20 – 2014-12-21
    • Related Report
      2014 Annual Research Report
  • [Presentation] Seasonal Infectious Disease Spread Prediction via the Large Scale Matrix Approach2014

    • Author(s)
      Takeru Kiyosue, Hideo Hirose
    • Organizer
      2nd International Symposium on Applied Engineering and Sciences
    • Place of Presentation
      Fukuoka
    • Year and Date
      2014-12-20 – 2014-12-21
    • Related Report
      2014 Annual Research Report
  • [Presentation] Automatically Growing Dually Adaptive Online IRT Testing System2014

    • Author(s)
      Hirose, Hideo; Aizawa, Yu
    • Organizer
      IEEE International Conference on Teaching, Assessment, and Learning for Engineering 2014
    • Place of Presentation
      New Zealand
    • Year and Date
      2014-12-08 – 2014-12-10
    • Related Report
      2014 Annual Research Report
  • [Presentation] Dually Adaptive Online IRT Testing System with Application to High-School Mathematics Testing Case2014

    • Author(s)
      Hirose, Hideo; Tokusada, Yoshiko; Noguchi, Kazuhisa
    • Organizer
      IEEE International Conference on Teaching, Assessment, and Learning for Engineering 2014
    • Place of Presentation
      New Zealand
    • Year and Date
      2014-12-08 – 2014-12-10
    • Related Report
      2014 Annual Research Report
  • [Presentation] A Simulation Study to the Dually Adaptive Online IRT Testing System2014

    • Author(s)
      Hideo Hirose and Yoshiko Tokusada
    • Organizer
      IEEE International Conference on Teaching, Assessment, and Learning for Engineering 2014
    • Place of Presentation
      New Zealand
    • Year and Date
      2014-12-08 – 2014-12-10
    • Related Report
      2014 Annual Research Report
  • [Presentation] 温度劣化における最適試験法:少数サンプルの場合2014

    • Author(s)
      田淵, 廣瀬
    • Organizer
      日本信頼性学会第27回秋季信頼性シンポジウム
    • Place of Presentation
      日本科学技術連盟
    • Year and Date
      2014-11-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] アダプティブオンラインテストシステムの問題登録機能2014

    • Author(s)
      愛澤, 廣瀬
    • Organizer
      日本計算機統計学会第28回シンポジウム
    • Place of Presentation
      沖縄科学技術大学院大学
    • Year and Date
      2014-11-14 – 2014-11-15
    • Related Report
      2014 Annual Research Report
  • [Presentation] アレニウスモデル下での 寿命予測最適試験法2014

    • Author(s)
      田淵, 廣瀬
    • Organizer
      九州地区における若手OR研究交流会2014
    • Place of Presentation
      唐津市
    • Year and Date
      2014-10-25 – 2014-10-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] Optimum Lifetime Prediction Testing under the Arrhenius Law2014

    • Author(s)
      Naoki Tabuchi, Hideo Hirose
    • Organizer
      IEICE Technical Report
    • Place of Presentation
      鹿児島
    • Year and Date
      2014-10-17
    • Related Report
      2014 Annual Research Report
  • [Presentation] PoPな予測(Prediction on Predictions)2014

    • Author(s)
      小柳祐貴, 廣瀬英雄
    • Organizer
      平成26年度九州大学IMI共同利用研究・研究集会(1) 「感染症数理モデルの実用化と産業及び政策での活用のための新たな展開」
    • Place of Presentation
      JR博多シティ会議場
    • Year and Date
      2014-10-01 – 2014-10-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] 確率微分方程式を用いたSIR解法とその応用(Solving the SIR Equations via the Stochastic Differential Equations with Some Applications)2014

    • Author(s)
      野口和久, 廣瀬英雄
    • Organizer
      平成26年度九州大学IMI共同利用研究・研究集会(1) 「感染症数理モデルの実用化と産業及び政策での活用のための新たな展開」
    • Place of Presentation
      JR博多シティ会議場
    • Year and Date
      2014-10-01 – 2014-10-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] アレニウスモデル下での寿命最小値の背後分布による影響2014

    • Author(s)
      田淵, 廣瀬
    • Organizer
      平成 26年度電気関係学会九州支部連合大会
    • Place of Presentation
      鹿児島大学
    • Year and Date
      2014-09-18 – 2014-09-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] アレニウスモデル下での寿命最小値に対するワイブルパラメータ推定2014

    • Author(s)
      田淵, 廣瀬
    • Organizer
      平成 26年度電気関係学会九州支部連合大会
    • Place of Presentation
      鹿児島大学
    • Year and Date
      2014-09-18 – 2014-09-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] アレニウスモデル下での寿命最小値を用いた最適試験法2014

    • Author(s)
      田淵, 廣瀬
    • Organizer
      平成 26年度電気関係学会九州支部連合大会
    • Place of Presentation
      鹿児島大学
    • Year and Date
      2014-09-18 – 2014-09-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] ベイズ事前分布に対する一考察:2項分布の場合2014

    • Author(s)
      廣瀬
    • Organizer
      平成 26年度電気関係学会九州支部連合大会
    • Place of Presentation
      鹿児島大学
    • Year and Date
      2014-09-18 – 2014-09-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] 数値計算のプロラミング言語にPythonを用いた事例報告2014

    • Author(s)
      廣瀬, 田淵
    • Organizer
      平成 26年度電気関係学会九州支部連合大会
    • Place of Presentation
      鹿児島大学
    • Year and Date
      2014-09-18 – 2014-09-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] アダプティブオンラインIRTテストシステムにおける問題難易度の自動キャリブレーション2014

    • Author(s)
      徳貞, 愛澤, 野口, 作村, 廣瀬
    • Organizer
      2014年度統計関連学会連合大会
    • Place of Presentation
      東京大学本郷キャンパス
    • Year and Date
      2014-09-13 – 2014-09-16
    • Related Report
      2014 Annual Research Report
  • [Presentation] Bias Correction for the Trade-off Curve in the Tree-GA Bump Hunting2014

    • Author(s)
      Y. Aizawa, H. Hirose
    • Organizer
      5th International Conference on E-Service and Knowledge Management
    • Place of Presentation
      Kitakyushu, Japan
    • Year and Date
      2014-08-31 – 2014-09-04
    • Related Report
      2014 Annual Research Report
  • [Presentation] 項目パラメータのキャリブレーションを備えた アダプティブ IRT テスト2014

    • Author(s)
      廣瀬, 徳貞
    • Organizer
      日本テスト学会第12回大会
    • Place of Presentation
      帝京大学八王子キャンパス
    • Year and Date
      2014-08-30 – 2014-08-31
    • Related Report
      2014 Annual Research Report
  • [Presentation] Mathematical Deterioration Model Derivation for the Thermal Stress: Generalized Pareto Distribution2014

    • Author(s)
      H. Hirose, N. Tabuchi, T. Kiyosue
    • Organizer
      6th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling
    • Place of Presentation
      Sapporo, Japan
    • Year and Date
      2014-08-21 – 2014-08-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] Matrix Approach for the Seasonal Infectious Disease Spread Prediction2014

    • Author(s)
      H. Hirose, M. Tokunaga, T. Sakumura, J. Sulaiman, H. Darwis
    • Organizer
      6th Asia-Pacific International Symposium on Advanced Reliability and Maintenance Modeling
    • Place of Presentation
      Sapporo, Japan
    • Year and Date
      2014-08-21 – 2014-08-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] NNRMLR2: An Improved Combined Method of Nearest Neighbor Regression and Multiple Linear Regression2014

    • Author(s)
      H. Hirose
    • Organizer
      3rd IMS Asia Pacific Rim Meetings
    • Place of Presentation
      Taipei
    • Year and Date
      2014-06-30 – 2014-07-03
    • Related Report
      2014 Annual Research Report
  • [Presentation] アダプティブテスト結果から得られる不完全マトリクスの欠測値推定2014

    • Author(s)
      徳貞, 作村, 廣瀬
    • Organizer
      日本計算機統計学会第28回大会
    • Place of Presentation
      中央大学
    • Year and Date
      2014-05-17 – 2014-05-18
    • Related Report
      2014 Annual Research Report
  • [Presentation] Prediction on Predictions by Ensemble Method2014

    • Author(s)
      Hirose and Y. Koyanagi
    • Organizer
      The 2014 IAENG International Conference on Operations Research
    • Place of Presentation
      The Royal Garden Hotel, Kowloon, Hong Kong
    • Related Report
      2013 Research-status Report
  • [Presentation] Optimum Life Test Plans of Electrical Insulation for Thermal Stress2014

    • Author(s)
      H. Hirose, T. Sakumura, N. Tabuchi, and T. Kiyosue
    • Organizer
      The 2014 IAENG International Conference on Electrical Engineering
    • Place of Presentation
      The Royal Garden Hotel, Kowloon, Hong Kong
    • Related Report
      2013 Research-status Report
  • [Presentation] Prediction on Predictions with Application to Infectious Disease Spread Analysis2014

    • Author(s)
      H. Hirose
    • Organizer
      The 2nd BMIRC International Symposium on Frontiers in Computational Systems Biology and Bioengineering
    • Place of Presentation
      Fukuoka, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] Bias Correction of Tradeoff Curve in the Bump Hunting Using the Tree-GA2014

    • Author(s)
      Yu Aizawa, Hideo Hirose
    • Organizer
      The 2nd BMIRC International Symposium on Frontiers in Computational Systems Biology and Bioengineering
    • Place of Presentation
      Fukuoka, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] An Avian Influenza Mathematical Model2014

    • Author(s)
      Supri bin Amir, Hideo Hirose
    • Organizer
      The 2nd BMIRC International Symposium on Frontiers in Computational Systems Biology and Bioengineering
    • Place of Presentation
      Fukuoka, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] Some Methods to Predict Risks Earlier2013

    • Author(s)
      H. Hirose
    • Organizer
      Ishigaki International Conference on Modern Statistics Theories, Practices, and Education in the 21st Century
    • Place of Presentation
      Okinawa, Japan
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] Statistical Lifetime Estimation for Electrical Power Apparatus due to Electrical and Thermal Stresses2013

    • Author(s)
      H. Hirose
    • Organizer
      IEEE DEI Fukuoka Chapter Invited Lecture
    • Place of Presentation
      Fukuoka, Japan
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] Forecasting monthly maximum 5-day precipitation using artificial neural networks with initial lags2013

    • Author(s)
      J. Sulaiman, H. Darwis, H. Hirose
    • Organizer
      International Symposium on Computational Intelligence and Design
    • Place of Presentation
      Hangzhou, China
    • Related Report
      2013 Research-status Report
  • [Presentation] Seasonal Rainfall Prediction Using the Matrix Decomposition Method2013

    • Author(s)
      H. Hirose, J. Sulaiman, M. Tokunaga
    • Organizer
      14th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing
    • Place of Presentation
      Hawaii, USA
    • Related Report
      2013 Research-status Report
  • [Presentation] 温度劣化試験に関する最適試験法2013

    • Author(s)
      田淵, 作村, 廣瀬
    • Organizer
      日本信頼性学会
    • Place of Presentation
      東京
    • Related Report
      2013 Research-status Report
  • [Presentation] 寿命分布に一般化パレート分布を仮定したときの温度劣化最適試験法2013

    • Author(s)
      清末, 作村, 廣瀬
    • Organizer
      日本計算機統計学会
    • Place of Presentation
      熊本
    • Related Report
      2013 Research-status Report
  • [Presentation] Prediction on Predictions, PoP2013

    • Author(s)
      小柳, 廣瀬
    • Organizer
      九州・中国・四国地区における若手OR研究交流会
    • Place of Presentation
      山口
    • Related Report
      2013 Research-status Report
  • [Presentation] ARIMA、ANN、推薦システムによる降雨予測の比較2013

    • Author(s)
      Herdianti, 徳永, 廣瀬
    • Organizer
      九州・中国・四国地区における若手OR研究交流会
    • Place of Presentation
      山口
    • Related Report
      2013 Research-status Report
  • [Presentation] 温度ストレスによる劣化モデル構築と寿命予測2013

    • Author(s)
      作村, 廣瀬
    • Organizer
      九州・中国・四国地区における若手OR研究交流会
    • Place of Presentation
      山口
    • Related Report
      2013 Research-status Report
  • [Presentation] A Neural Network Model for Forecasting Precipitation Extreme2013

    • Author(s)
      J. Sulaiman, H. Hirose
    • Organizer
      IEICE研究会
    • Place of Presentation
      福岡
    • Related Report
      2013 Research-status Report
  • [Presentation] Rainfall Intensity Forecasting using the Multiple-input Transfer Function with Application to Makassar Case from 2001 to 20102013

    • Author(s)
      H. Darwis, H. Hirose
    • Organizer
      IEICE研究会
    • Place of Presentation
      福岡
    • Related Report
      2013 Research-status Report
  • [Presentation] PoP: Prediction on Prediction2013

    • Author(s)
      廣瀬, 作村, 小柳
    • Organizer
      IEICE研究会
    • Place of Presentation
      福岡
    • Related Report
      2013 Research-status Report
  • [Presentation] メッカ巡礼後のMERS感染拡大予測2013

    • Author(s)
      徳貞, 徳永, 作村, 廣瀬
    • Organizer
      IEICE研究会
    • Place of Presentation
      福岡
    • Related Report
      2013 Research-status Report
  • [Presentation] A Mathematical Deterioration Model for the Thermal Stress2013

    • Author(s)
      H. Hirose, T. Sakumura
    • Organizer
      IEICE研究会
    • Place of Presentation
      福岡
    • Related Report
      2013 Research-status Report
  • [Presentation] 温度劣化による寿命の考え方とその推定法2013

    • Author(s)
      作村, 廣瀬
    • Organizer
      2013年度統計関連学会連合大会
    • Place of Presentation
      大阪
    • Related Report
      2013 Research-status Report
  • [Presentation] Comparative Study for Rainfall Data Analysis by the Recommendation System and the ARIMA2013

    • Author(s)
      H. Darwis, H. Hirose
    • Organizer
      日本応用数理学会2012年度年会
    • Place of Presentation
      福岡
    • Related Report
      2013 Research-status Report
  • [Presentation] Middle East Respiratory Syndrome Coronavirus Spread Prediction using Differential Equation Methods and Statistical Method2013

    • Author(s)
      T. Sakumura, H. Hirose
    • Organizer
      日本応用数理学会2012年度年会
    • Place of Presentation
      福岡
    • Related Report
      2013 Research-status Report
  • [Presentation] アレニウス則に従う温度劣化最適試験法2013

    • Author(s)
      作村, 廣瀬
    • Organizer
      第43回信頼性・保全性シンポジウム
    • Place of Presentation
      東京
    • Related Report
      2013 Research-status Report
  • [Presentation] マトリクス分解法を用いたインフルエンザ流行の予測2013

    • Author(s)
      徳永, 廣瀬
    • Organizer
      第21回春季信頼性シンポジウム
    • Place of Presentation
      東京
    • Related Report
      2013 Research-status Report
  • [Presentation] Tree-GAを用いたbump huntingにおけるトレードオフ曲線のバイアスについて2013

    • Author(s)
      愛澤, 廣瀬
    • Organizer
      日本計算機統計学会第27回大会
    • Place of Presentation
      弘前
    • Related Report
      2013 Research-status Report
  • [Presentation] Seasonal Infectious Disease Spread Prediction Using Matrix Decomposition Method2013

    • Author(s)
      H. Hirose, T. Nakazono, M. Tokunaga, T. Sakumura, S. M. Sumi, J. Sulaiman
    • Organizer
      the 4th International Conference on Intelligent Systems, Modelling and Simulation(ISMS 2013)
    • Place of Presentation
      Bangkok, Thailand
    • Related Report
      2012 Research-status Report
  • [Book] Transactions on Engineering Technologies - International MultiConference of Engineers and Computer Scientists 20142015

    • Author(s)
      H. Hirose, N. Tabuchi
    • Total Pages
      472
    • Publisher
      Springer
    • Related Report
      2014 Annual Research Report
  • [Book] 理工系学生のための線形代数-Webアシスト演習付き-2015

    • Author(s)
      桂、池田、佐藤、廣瀬
    • Total Pages
      176
    • Publisher
      培風館
    • Related Report
      2014 Annual Research Report
  • [Book] 統計学ガイダンス(数学セミナー増刊)2014

    • Author(s)
      廣瀬
    • Total Pages
      140
    • Publisher
      日本評論社
    • Related Report
      2014 Annual Research Report
  • [Book] 新版 信頼性ハンドブック2014

    • Author(s)
      廣瀬
    • Total Pages
      900
    • Publisher
      日科技連出版社
    • Related Report
      2014 Annual Research Report
  • [Book] 実例で学ぶ確率・統計2014

    • Author(s)
      廣瀬 英雄
    • Total Pages
      310
    • Publisher
      日本評論社
    • Related Report
      2013 Research-status Report
  • [Book] Studies in Computational Intelligence2013

    • Author(s)
      Hideo Hirose, Junaida Binti Sulaiman, Masakazu Tokunaga
    • Publisher
      Springer
    • Related Report
      2013 Research-status Report
  • [Book] Studies in Computational Intelligence2013

    • Author(s)
      H. Hirose, G. Koga
    • Publisher
      Springer
    • Related Report
      2013 Research-status Report
  • [Book] Lecture Notes in Electrical Engineering2013

    • Author(s)
      F. Zaman, S. Sumi, H. Hirose
    • Publisher
      Springer
    • Related Report
      2013 Research-status Report
  • [Book] 日本統計学会公式認定統計検定1級対応テキスト「統計学」2013

    • Author(s)
      廣瀬(分担執筆)
    • Total Pages
      30
    • Publisher
      東京図書
    • Related Report
      2013 Research-status Report
  • [Book] 統計検定1級テキスト「統計学」2013

    • Author(s)
      日本統計学会
    • Total Pages
      312
    • Publisher
      東京図書
    • Related Report
      2012 Research-status Report
  • [Remarks] 廣瀬研究室

    • URL

      http://hirose.ces.kyutech.ac.jp/

    • Related Report
      2014 Annual Research Report
  • [Remarks] 研究業績

    • URL

      http://hirose.ces.kyutech.ac.jp/HirosePublications.html

    • Related Report
      2014 Annual Research Report
  • [Remarks] 廣瀬研究室

    • URL

      http://hirose.ces.kyutech.ac.jp

    • Related Report
      2013 Research-status Report

URL: 

Published: 2012-04-24   Modified: 2019-07-29  

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