Hoshino Yukinobu 星野孝総

… Alternative Names

HOSHINO Yukinobu 星野孝総

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Researcher Number	10351321
Other IDs	https://orcid.org/0000-0001-5285-8007
Affiliation (Current)	2025: 高知工科大学, システム工学群, 教授
Affiliation (based on the past Project Information) *help	2022 – 2024: 高知工科大学, システム工学群, 准教授 2013 – 2015: 高知工科大学, 工学部, 准教授
Review Section/Research Field	Principal Investigator Basic Section 61030:Intelligent informatics-related / Medium-sized Section 61:Human informatics and related fields / Human interface and interaction Except Principal Investigator Humanities and Social Sciences
Keywords	Principal Investigator 機械学習 / Cascaded‐ANFIS / 地球温暖化防止RCPシナリオ / RCPシナリオ未来予測データ / 降雨-流出(R-R)長期AI予測 / ドローン3D撮影 / ダム貯水量・雨量・川流量・天気情報 / 発電量AI予想 / 水力発電 / 洪水貯留地域 … More / 湿地帯水位予測 / 将来の洪水予測 / 深層機械学習 / ソフトコンピューティング / 水位AI予測モデル / 降雨-流出(R-R)長期予測 / 生理計測 / 赤外線分光計測 / 脳活動計測 / 四肢リハビリ課題 / タッチパネル操作 / 認知フィードバック / 賦活影響 / タッチパネルシステム / 脳機能計測 / 認知運動療法 / 一般物体認識 / 高速画像処理 / fNIRS-BasedBCI / fNIRS / fMRI / 自発的運動 / リハビリテーションシステム / リハビリテーション / 認知運動 / 空間操作 / タッチパネルインタフェース … More Except Principal Investigator サピエンス / ネアンデルタール / 古神経学 / 化石脳 / 機能的磁気共鳴画像法 / 計算論的解剖学 / 脳イメージング / 創造性 / 社会認知 / 認知科学 / 古人類学 / 脳機能イメージング / 計算解剖学 Less

Verification of the Feasibility of Long-Term Rainfall-Runoff Prediction Using Cascaded-ANFIS and Machine LearningPrincipal Investigator
- Principal Investigator
  
  星野孝総
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Kochi University of Technology
Establishment of AI forecasting technology for the dam storage volume, rainfall, and river flow in Japan and other Asian countriesPrincipal Investigator
- Principal Investigator
  
  星野孝総
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Fund for the Promotion of Joint International Research (Fostering Joint International Research (B))
- Review Section
  
  Medium-sized Section 61:Human informatics and related fields
- Research Institution
  Kochi University of Technology
Space operation system development for cognitive exercise therapy rehabilitationPrincipal Investigator
- Principal Investigator
  
  Hoshino Yukinobu
- Project Period (FY)
  2013 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Human interface and interaction
- Research Institution
  Kochi University of Technology
Functional mapping of learning abilities in archaic and modern human brains
- Principal Investigator
  
  TANABE Hiroki
- Project Period (FY)
  2010 – 2014
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Humanities and Social Sciences
- Research Institution
  Nagoya University
  National Institute for Physiological Sciences

All 2024 2023 2022 2016 2015 2014 2013 2012 Other

All Journal Article Presentation Book

[Book] “Motion analysis for stone-knapping of the skilled levallois technique” in “Dynamics of Learning in Neanderthals and Modern Humans Volume 2: Cognitive and Physical Perspectives”2014
- Author(s)
  Hoshino Y, Mitani K, Miura N, Tanabe HC, Nagai K
- Total Pages
  243
- Publisher
  Springer Tokyo
- Data Source
  KAKENHI-PLANNED-22101007
[Journal Article] Performance of machine learning models to forecast PM10 levels2024
- Author(s)
  Mampitiya Lakindu、Rathnayake Namal、Hoshino Yukinobu、Rathnayake Upaka
- Journal Title
  
  MethodsX
  
  Volume: 12 Pages: 102557-102557
- DOI
  10.1016/j.mex.2024.102557
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22KK0160
[Journal Article] Forecasting PM10 levels in Sri Lanka: A comparative analysis of machine learning models PM102024
- Author(s)
  Mampitiya Lakindu、Rathnayake Namal、Hoshino Yukinobu、Rathnayake Upaka
- Journal Title
  
  Journal of Hazardous Materials Advances
  
  Volume: 13 Pages: 100395-100395
- DOI
  10.1016/j.hazadv.2023.100395
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22KK0160
[Journal Article] Deep Machine Learning-Based Water Level Prediction Model for Colombo Flood Detention Area2023
- Author(s)
  Herath Madhawa、Jayathilaka Tharaka、Hoshino Yukinobu、Rathnayake Upaka
- Journal Title
  
  Applied Sciences
  
  Volume: 13 Issue: 4 Pages: 2194-2194
- DOI
  10.3390/app13042194
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22KK0160
[Journal Article] Machine Learning Techniques to Predict the Air Quality Using Meteorological Data in Two Urban Areas in Sri Lanka2023
- Author(s)
  Mampitiya Lakindu、Rathnayake Namal、Leon Lee P.、Mandala Vishwanadham、Azamathulla Hazi Md.、Shelton Sherly、Hoshino Yukinobu、Rathnayake Upaka
- Journal Title
  
  Environments
  
  Volume: 10 Issue: 8 Pages: 141-141
- DOI
  10.3390/environments10080141
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22KK0160
[Journal Article] Projected Water Levels and Identified Future Floods: A Comparative Analysis for Mahaweli River, Sri Lanka2023
- Author(s)
  Rathnayake Namal、Rathnayake Upaka、Chathuranika Imiya、Dang Tuan Linh、Hoshino Yukinobu
- Journal Title
  
  IEEE Access
  
  Volume: 11 Pages: 8920-8937
- DOI
  10.1109/access.2023.3238717
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22KK0160
[Journal Article] Water level prediction using soft computing techniques: A case study in the Malwathu Oya, Sri Lanka2023
- Author(s)
  Rathnayake Namal、Rathnayake Upaka、Dang Tuan Linh、Hoshino Yukinobu
- Journal Title
  
  PLOS ONE
  
  Volume: 18 Issue: 4 Pages: 0282847-0282847
- DOI
  10.1371/journal.pone.0282847
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22KK0160
[Journal Article] Cascaded-ANFIS to simulate nonlinear rainfall?runoff relationship2023
- Author(s)
  Rathnayake Namal、Rathnayake Upaka、Chathuranika Imiya、Dang Tuan Linh、Hoshino Yukinobu
- Journal Title
  
  Applied Soft Computing
  
  Volume: 147 Pages: 110722-110722
- DOI
  10.1016/j.asoc.2023.110722
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22KK0160
[Journal Article] A Cascaded Adaptive Network-Based Fuzzy Inference System for Hydropower Forecasting2022
- Author(s)
  Rathnayake Namal、Rathnayake Upaka、Dang Tuan Linh、Hoshino Yukinobu
- Journal Title
  
  Sensors
  
  Volume: 22 Issue: 8 Pages: 2905-2905
- DOI
  10.3390/s22082905
- Data Source
  KAKENHI-PROJECT-22KK0160
[Journal Article] BOLD信号による賦活状態識別のためのロジスティック関数を用いた差分進化法による識別器の最適化2016
- Author(s)
  星野孝総，岡坂翔，三谷　慶太
- Journal Title
  
  日本ファジィ学会誌知能と情報
  
  Volume: 24
- NAID
  130005165113
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-25330240
[Journal Article] A Decision Support System for Rheumatic Evaluation and Treatment in Oriental Medicine Using Fuzzy Logic and Neural Network2014
- Author(s)
  Cao Thang, Eric W. Cooper, Yukinobu Hoshino, Katsuari Kamei
- Journal Title
  
  Modeling Decisions for Artificial Intelligence Lecture Notes in Computer Science
  
  Volume: 3558 Pages: 399-409
- DOI
  10.1007/11526018_39
- ISBN
  9783540278719, 9783540318835
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25330240
[Journal Article] Modeling Emotional Evaluation of Traditional Vietnamese Aodai Clothes Based on Computer Vision and Machine Learning2014
- Author(s)
  Thang Cao, Hung T. Nguyen, Hien M. Nguyen, Yukinobu Hoshino
- Journal Title
  
  Industrial Applications of Affective Engineering
  
  Volume: 1 Pages: 111-122
- DOI
  10.1007/978-3-319-04798-0_9
- ISBN
  9783319047973, 9783319047980
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25330240
[Presentation] Design and Implementation of ANFIS on FPGA and Verifcation with Class Classifcation Problem2023
- Author(s)
  Moegi Utami, Yukinobu HOSHINO, and Namal Rathnayake
- Organizer
  Advanced Computational Intelligence and Intelligent Informatics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22KK0160
[Presentation] ANFIS の FPGA 実装とクラス分類問題での検証2023
- Author(s)
  宇田見萌衣葵，星野孝総，Namal Rathnayake
- Organizer
  日本知能情報ファジィ学会中国・四国支部大会
- Data Source
  KAKENHI-PROJECT-22KK0160
[Presentation] 畳込みオートエンコーダーと画像認識を合わせたモデルの設計と検証2023
- Author(s)
  明神拓歩，星野孝総
- Organizer
  日本知能情報ファジィ学会中国・四国支部大会
- Data Source
  KAKENHI-PROJECT-22KK0160
[Presentation] Streamflow Prediction Using Cascaded-ANFIS Algorithm in Kelani River, Sri Lanka2022
- Author(s)
  Namal RATHNAYAKE, Upaka RATHNAYAKE, Tuan Linh DANG, and Yukinobu HOSHINO
- Organizer
  The 10th International Symposium on Computational Intelligence and Industrial Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22KK0160
[Presentation] ハノイの塔を用いた社会学習と個体学習差の検証実験2015
- Author(s)
  星野孝総、三谷慶太、三浦直樹、田邊宏樹、長井謙治
- Organizer
  ネアンデルタールとサピエンス交替劇の真相 : 学習能力の進化に基づく実証的研究第10回研究大会
- Place of Presentation
  高知会館、高知
- Year and Date
  2015-03-07
- Data Source
  KAKENHI-PLANNED-22101007
[Presentation] A Hardware Implementation of Particle Swarm Optimization with a Control of Velocity for Training Neural Networ2015
- Author(s)
  Tuan Linh Dang and Yukinobu Hoshino
- Organizer
  IEEE SMC2015
- Place of Presentation
  Hongkong
- Year and Date
  2015-10-09
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25330240
[Presentation] Design and Verification of Image Processing Filters on FPGA2015
- Author(s)
  Masahiro Shimasaki and Yukinobu Hoshino
- Organizer
  16th International Symposium on Advanced Intelligent Systems
- Place of Presentation
  韓国木浦
- Year and Date
  2015-11-04
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25330240
[Presentation] Development of human detection system by BRIEF2015
- Author(s)
  Yuto Yasuoka, Yuki Shinomiya and Yukinobu Hoshino
- Organizer
  16th International Symposium on Advanced Intelligent Systems
- Place of Presentation
  韓国木浦
- Year and Date
  2015-11-04
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25330240
[Presentation] Brain activation difference of social learning and individual learning by planning game2015
- Author(s)
  Keita Mitani, Yukinobu Hoshino
- Organizer
  16th International Symposium on Advanced Intelligent Systems
- Place of Presentation
  韓国木浦
- Year and Date
  2015-11-04
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25330240
[Presentation] Development of Downsized fNIRS System for BCI2015
- Author(s)
  Masayuki Kubo, Yukinobu Hoshino
- Organizer
  16th International Symposium on Advanced Intelligent Systems
- Place of Presentation
  韓国木浦
- Year and Date
  2015-11-04
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25330240
[Presentation] ハノイの塔を用いた社会学習と個体学習差の検証実験2014
- Author(s)
  星野孝総、三谷慶太、三浦直樹、田邊宏樹、長井謙治
- Organizer
  ネアンデルタールとサピエンス交替劇の真相 : 学習能力の進化に基づく実証的研究第9回研究大会
- Place of Presentation
  東京大学、東京
- Year and Date
  2014-05-11
- Data Source
  KAKENHI-PLANNED-22101007
[Presentation] Human computer interfaces for controlling robots and rehabilitation2014
- Author(s)
  星野孝総
- Organizer
  International Symposium on Advanced Intelligent Maritime Safety and Technology
- Place of Presentation
  Mokpo National Maritime University, Mokpo city, Korea
- Data Source
  KAKENHI-PROJECT-25330240
[Presentation] IS2-C2 眼前ハンドジェスチャインターフェースのための手検出システム2013
- Author(s)
  星野孝総
- Organizer
  Vision Engineering Workshop 2013
- Place of Presentation
  パシフィコ横浜アネックス・ホール
- Data Source
  KAKENHI-PROJECT-25330240
[Presentation] 自発的リハビリテーション用空間インタフェースの開発と評価2013
- Author(s)
  星野孝総
- Organizer
  ファジィシステムシンポジウム2013
- Place of Presentation
  大阪国際大学
- Data Source
  KAKENHI-PROJECT-25330240
[Presentation] NIRS-based BCIのための左右手運動のSVM識別器の開発2013
- Author(s)
  星野孝総
- Organizer
  ファジィシステムシンポジウム2013
- Place of Presentation
  大阪国際大学
- Data Source
  KAKENHI-PROJECT-25330240
[Presentation] Evaluation of Application Switcher Using the Initial Writing Operation2013
- Author(s)
  星野孝総
- Organizer
  HCI International 2013
- Place of Presentation
  Mirage Hotel, Las Vegas, Nevada, USA
- Data Source
  KAKENHI-PROJECT-25330240
[Presentation] Motion analysis for stone-knapping of the skilled Levallois technique.2012
- Author(s)
  Hoshino Y, Miura N, Nagai K (Hoshino Y)
- Organizer
  RNMH2012 The first international conference
- Place of Presentation
  Tokyo, Japan
- Year and Date
  2012-11-18
- Data Source
  KAKENHI-PLANNED-22101007
[Presentation] 問題解決のための創造的適応的行動の選択に関与する神経基盤の解明2012
- Author(s)
  三浦直樹、星野孝総、長井謙治（三浦直樹）
- Organizer
  ネアンデルタールとサピエンス交替劇の真相：学習能力の進化に基づく実証的研究第５回研究大会
- Place of Presentation
  学術総合センター、東京
- Year and Date
  2012-04-14
- Data Source
  KAKENHI-PLANNED-22101007
[Presentation] Development of the Hand Color Detection System for Hand Gesture Front of the Face
- Author(s)
  Yukinobu Hoshino, Hiroomi Okada, Keita Mitani
- Organizer
  HCI2014 International
- Place of Presentation
  Creta Maris Heraklionギリシャ
- Year and Date
  2014-06-22 – 2014-06-27
- Data Source
  KAKENHI-PROJECT-25330240
[Presentation] Local Feature Selection by Visual Saliency and its Embedding to Image Representation
- Author(s)
  Yuki Shinomiya, Yukinobu Hoshino
- Organizer
  SCIS 2014
- Place of Presentation
  Kitakyushu
- Year and Date
  2014-11-03 – 2014-11-06
- Data Source
  KAKENHI-PROJECT-25330240
[Presentation] ハンドジェスチャのための手検出システムの開発
- Author(s)
  四宮友貴, 岡田浩臣, 星野孝総
- Organizer
  第30回ファジィシステムシンポジウム2014
- Place of Presentation
  韓国
- Year and Date
  2014-09-01 – 2014-09-03
- Data Source
  KAKENHI-PROJECT-25330240
[Presentation] A Cognitive Therapeutic Exercise using touch panel display
- Author(s)
  Masayuki Kubou, Yukinobu Hoshino
- Organizer
  IDHF2014
- Place of Presentation
  高知工科大学
- Year and Date
  2014-11-25 – 2014-11-26
- Data Source
  KAKENHI-PROJECT-25330240
[Presentation] fMRI experiment about executive function by difference of learning methods: Using Tower of Hanoi
- Author(s)
  Hoshino Y, Mitani K, Miura N, Tanabe HC, Nagai K
- Organizer
  RNMH2014 The second international conference
- Place of Presentation
  Date, Hokkaido, Japan
- Year and Date
  2014-11-30 – 2014-12-06
- Data Source
  KAKENHI-PLANNED-22101007
[Presentation] 学習方法の違いに関するfMRI 解析
- Author(s)
  三谷慶太、星野孝総、三浦直樹、田邊宏樹
- Organizer
  第30回ファジィシステムシンポジウム2014
- Place of Presentation
  高知城ホール、高知
- Year and Date
  2014-09-01 – 2014-09-03
- Data Source
  KAKENHI-PLANNED-22101007

1. TANABE Hiroki (20414021)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
2. SADATO Norihiro (00273003)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. MIURA Naoki (70400463)

# of Collaborated Projects: 1 results

# of Collaborated Products: 7 results
4. KOCHIYAMA Takanori (90380146)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 端野典平 (10766520)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 村井亮介 (70773810)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 四宮友貴 (90843251)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. HASEGAWA Kunihiro

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. KOIKE Takahiko

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. KAWAMICHI Hiroaki

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. OKAZAKI Shuntaro

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. SASAKI Akihiro

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
13. YOSHIHARA Kazufumi

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. OKAMOTO Yuko

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
15. YOSHIDA Yumiko

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
16. SHIMADA Koji

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
17. SUGAWARA Sho

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
18. TAKAHASHI Haruka

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
19. NAKAGAWA Eri

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
20. 松永昌弘

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Hoshino Yukinobu 星野 孝総

HOSHINO Yukinobu 星野 孝総

Research Projects

Research Products

Co-Researchers

Verification of the Feasibility of Long-Term Rainfall-Runoff Prediction Using Cascaded-ANFIS and Machine LearningPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Establishment of AI forecasting technology for the dam storage volume, rainfall, and river flow in Japan and other Asian countriesPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Space operation system development for cognitive exercise therapy rehabilitationPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Functional mapping of learning abilities in archaic and modern human brains

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Book] “Motion analysis for stone-knapping of the skilled levallois technique” in “Dynamics of Learning in Neanderthals and Modern Humans Volume 2: Cognitive and Physical Perspectives”2014

Author(s)

Total Pages

Publisher

Data Source

[Journal Article] Performance of machine learning models to forecast PM10 levels2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Forecasting PM10 levels in Sri Lanka: A comparative analysis of machine learning models PM102024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Deep Machine Learning-Based Water Level Prediction Model for Colombo Flood Detention Area2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Machine Learning Techniques to Predict the Air Quality Using Meteorological Data in Two Urban Areas in Sri Lanka2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Projected Water Levels and Identified Future Floods: A Comparative Analysis for Mahaweli River, Sri Lanka2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Water level prediction using soft computing techniques: A case study in the Malwathu Oya, Sri Lanka2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Cascaded-ANFIS to simulate nonlinear rainfall?runoff relationship2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A Cascaded Adaptive Network-Based Fuzzy Inference System for Hydropower Forecasting2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] BOLD信号による賦活状態識別のためのロジスティック関数を用いた差分進化法による識別器の最適化2016

Author(s)

Journal Title

NAID

Data Source

[Journal Article] A Decision Support System for Rheumatic Evaluation and Treatment in Oriental Medicine Using Fuzzy Logic and Neural Network2014

Hoshino Yukinobu 星野孝総

HOSHINO Yukinobu 星野孝総