SHIN Yoshihiro 申吉浩

Researcher Number	60523587
Affiliation *help	2015 – 2018 : 兵庫県立大学, 応用情報科学研究科, 教授 2016 – 2017 : 兵庫県立大学, その他の研究科, 教授 2014 : 兵庫県立大学, その他の研究科, 教授 2011 – 2013 : 兵庫県立大学, 応用情報科学研究科, 教授
Review Section/Research Field	Principal Investigator Intelligent informatics / Intelligent informatics / Computer system/Network Except Principal Investigator Intelligent informatics
Keywords	Principal Investigator 機械学習 / アルゴリズム / 構造化データ / 可用性 / 離散構造データ解析 / 木構造データ / 機密性 / データバックアップ / セキュリティ / 教師なし学習 … More Except Principal Investigator フィルター型 / トピック抽出 / 疎データ / カテゴリカルデータ / アルゴリズム / ストリームデータ圧縮 / 知識発見 / 特徴選択 / 知能情報処理 / 知識情報処理 / 機械学習 Less

Construction of Machine Learning Computing Base and Creation of Remarkable Contributions in Multiple Research FieldsPrincipal InvestigatorOngoing
- Principal Investigator
  
  申吉浩
- Project Period (FY)
  2017 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Intelligent informatics
- Research Institution
  University of Hyogo
ストリームデータを知識化する圧縮情報処理基盤の開発Ongoing
- Principal Investigator
  
  坂本比呂志
- Project Period (FY)
  2017 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Kyushu Institute of Technology
ビッグデータにスケールする一貫性指標に基づいた特徴分析Principal InvestigatorOngoing
- Principal Investigator
  
  申吉浩
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Challenging Exploratory Research
- Research Field
  
  Intelligent informatics
- Research Institution
  University of Hyogo
フィルタ型特徴選択法の統一理論と高性能アルゴリズムOngoing
- Principal Investigator
  
  久保山哲二
- Project Period (FY)
  2014 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Gakushuin University
A study on positive-definite and efficient kernels for structured dataPrincipal Investigator
- Principal Investigator
  
  SHIN Yoshihiro
- Project Period (FY)
  2011 – 2013
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  University of Hyogo
A Study of Ubiquitous Access with Confidentiality and AvailabilityPrincipal Investigator
- Principal Investigator
  
  SHIN Yoshihiro
- Project Period (FY)
  2011 – 2012
- Research Category
  
  Grant-in-Aid for Challenging Exploratory Research
- Research Field
  
  Computer system/Network
- Research Institution
  University of Hyogo

All 2016 2015 2014 2013 2012 2011

All Journal Article Presentation

[Journal Article] A Fast and Accurate Feature Selection Algorithm Based on Binary Consistency Measure2016
- Author(s)
  Kilho Shin, Seiya Miyaza
- Journal Title
  
  Computational Intelligence
  
  Volume : 32(4) Pages : 646-667
- DOI
  10.1111/coin.12072
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26280090
[Journal Article] Topic Extraction Method from Millions of Tweets Based on Fast Feature Selection Technique CWC2016
- Author(s)
  Takako Hashimoto, Dave Shepard, Tetsuji Kuboyama, Kilho Shin
- Journal Title
  
  Proc. IEEE International Conference on Data Mining Workshops
  
  Volume : IEEE Comp. Soc. Ord. No. E6018 Pages : 724-731
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26280090
[Journal Article] Fast Hilbert Sort Algorithm without Using Hilbert Indices2016
- Author(s)
  Yasunobu Imamura, Takeshi Shinohara, Kouichi Hirata, Tetsuji Kuboyama
- Journal Title
  
  Lecture Notes in Artificial Intelligence
  
  Volume : Vol.9939 Pages : 259-267
- DOI
  10.1007/978-3-319-46759-7_20
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-16H01743, KAKENHI-PROJECT-16H02870, KAKENHI-PROJECT-26280090
[Journal Article] Super-CWC and super-LCC: Super fast feature selection algorithms2015
- Author(s)
  Kilho Shin, Tetsuji Kuboyama, Takako Hashimoto, Dave Shepard
- Journal Title
  
  Proc. of IEEE International Conference on Big Data
  
  Volume : IEEE Cat.No. CFP15BGD-USB
- DOI
  10.1109/BigData.2015.7363742
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26280090
[Journal Article] Event Detection from Millions of Tweets Related to the Great East Japan Earthquake Using Feature Selection Technique.2015
- Author(s)
  Takako Hashimoto, Dave Shepard, Tetsuji Kuboyama, Kilho Shin
- Journal Title
  
  Proc. of IEEE International Conference on Data Mining Workshop
  
  Volume : IEEE Comp. Soc. Ord. No. E5653
- DOI
  10.1109/ICDMW.2015.248
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26280090
[Journal Article] A Geometric Theory of Feature Selection and Distance-Based Measures2015
- Author(s)
  Kilho Shin, Adrian Pino Angulo
- Journal Title
  
  Proc. of IJCAI
  
  Volume : IJCAI2015
- Open Access / Peer Reviewed
- Data Source
  KAKENHI-PROJECT-26280090
[Journal Article] Fast and Accurate Steepest-Descent Consistency-Constrained Algorithms for Feature Selection2015
- Author(s)
  Adrian Pino Angulo, Kilho Shin
- Journal Title
  
  Machine Learning, Optimization, and Big Data, Lecture Notes in Computer Science
  
  Volume : 9432
- DOI
  10.1007/978-3-319-27926-8_26
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26280090
[Journal Article] Alignment Kernels based on a Generalization of Alignments2014
- Author(s)
  K. Shin
- Journal Title
  
  IEICE TRANS. on Information and Systems
  
  Volume : E97-D Pages : 1-10
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23300061
[Journal Article] A Theory of Subtree Matching and Tree Kernels based on the Edit Distance Concep2014
- Author(s)
  K. Shin
- Journal Title
  
  Machine Learning
  
  Volume : (To appear)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23300061
[Journal Article] Alignment Kernels based on a Generalization of Alignments2014
- Author(s)
  K. Shin
- Journal Title
  
  IEICE Transactions on Information and Systems
  
  Volume : Vol.E97-D,No.1 Pages : 1-10
- DOI
  10.1587/transinf.E97.D.1
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23300061
[Journal Article] Discriminating User Behavior through PC Operation Logs by PageRank Convergence Patterns2014
- Author(s)
  Kazuhiro Suzuki, Hiroshi Yasuda, Kilho Shin, and Tetsuji Kuboyama
- Journal Title
  
  International Journal of Computer and Communication Engineering
  
  Volume : 3 Pages : 37-40
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23300061
[Journal Article] Technology of secure file archiving in the uniformly random distributed archive scheme2013
- Author(s)
  A. Tallat, H. Yasuda and K. Shin
- Journal Title
  
  Journal of Information Security, Scientific Research
  
  Volume : Vol.4, No.1 Pages : 42-53
- Data Source
  KAKENHI-PROJECT-23650031
[Journal Article] Technology of secure file archiving in the uniformly random distributed archive scheme2013
- Author(s)
  A. Tallat, H. Yasuda and K. Shin
- Journal Title
  
  Journal of Information Security, Scientific Research
  
  Volume : 4 Pages : 42-53
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23300061
[Journal Article] Some remarkable properties of the uniformly random distributed archive scheme2012
- Author(s)
  K. Shin, H. A. Tallat, Lee, H. Yasuda
- Journal Title
  
  The Advances in Information Sciences and Service Sciences (ISSN:1976-3700)
  
  Volume : 出版待ち
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23650031
[Journal Article] Some remarkable properties of the uniformly random distributed archive scheme2012
- Author(s)
  A. Tallat, K. Shin, H. Lee and H. Yasuda
- Journal Title
  
  Advances in Information Science and Service Science
  
  Volume : Vol.4, No.11 Pages : 114-124
- Data Source
  KAKENHI-PROJECT-23650031
[Journal Article] Mapping kernels for infinite mapping systems2011
- Author(s)
  K.Shin
- Journal Title
  
  Journal of Machine Learning Research
  
  Volume : Proceeding Track 20 Pages : 367-382
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23300061
[Journal Article] Mapping kernels for infinite mapping systems2011
- Author(s)
  K. Shin
- Journal Title
  
  Journal of Machine Learning Research
  
  Volume : (Proceeding Track 20) Pages : 367-382
- URL
  http://jmlr.org/proceedings/papers/v20/shin11.html
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23300061
[Presentation] A Novel Hybrid Feature Selection Algorithm for Intrusion Detection2016
- Author(s)
  Adrian Pino Angulo, 申吉浩
- Organizer
  人工知能学会第100回人工知能基本問題研究会(SIG-FPAI)
- Place of Presentation
  熊本市民会館
- Year and Date
  2016-03-27
- Data Source
  KAKENHI-PROJECT-26280090
[Presentation] 距離ベースの特徴選択指標2015
- Author(s)
  申吉浩 (共著: Angulo Adrian Pino, 久保山哲二)
- Organizer
  第97回人工知能基本問題研究会(SIG-FPAI)
- Place of Presentation
  別府市
- Year and Date
  2015-03-22
- Data Source
  KAKENHI-PROJECT-26280090
[Presentation] Central Point Selection for Dimension Reduction Projection Simple-Map Using Binary Quantization2014
- Author(s)
  Quming Jin (共著: Masaya Nakashima, Takeshi Shinohara, Kouichi Hirata, Tetsuji Kuboyama)
- Organizer
  Workshop on Graph-Based Algorithms for Big Data and Its Application (GABA2014) 査読あり
- Place of Presentation
  慶応大学(日吉キャンパス)
- Year and Date
  2014-11-23
- Data Source
  KAKENHI-PROJECT-26280090
[Presentation] On Bundled Query Processing for High Dimensional Similarity Search2014
- Author(s)
  Yohei Nasu (共著: Naoki Kishikawa, Kei Tashima, Shin Kodama, Yasunobu Imamura, Takeshi Shinohara, Kouichi Hirata, Tetsuji Kuboyama)
- Organizer
  Workshop on Graph-Based Algorithms for Big Data and Its Application (GABA2014) 査読あり
- Place of Presentation
  慶応大学(日吉キャンパス)
- Year and Date
  2014-11-23
- Data Source
  KAKENHI-PROJECT-26280090
[Presentation] De Morgan Property of Bayes Risk as A Feature Selection Measure2014
- Author(s)
  Tetsuji Kuboyama (共著: kilho Shin)
- Organizer
  Workshop on Graph-Based Algorithms for Big Data and Its Application (GABA2014) 査読あり
- Place of Presentation
  慶応大学(日吉キャンパス)
- Year and Date
  2014-11-23
- Data Source
  KAKENHI-PROJECT-26280090
[Presentation] 特徴選択指標について2014
- Author(s)
  久保山哲二 (共著: 申吉浩)
- Organizer
  第94回人工知能基本問題研究会(SIG-FPAI)
- Place of Presentation
  根室市
- Year and Date
  2014-07-24
- Data Source
  KAKENHI-PROJECT-26280090
[Presentation] A Comprehensive Study of Tree Kernels2013
- Author(s)
  Kilho Shin, Tetsuji Kuboyama
- Organizer
  JSAI-isAI Post-Workshop
- Place of Presentation
  神奈川県横浜市　慶応義塾大学
- Data Source
  KAKENHI-PROJECT-23300061
[Presentation] A New Frontier of Kernel Design for Structured Data2013
- Author(s)
  K. Shin
- Organizer
  The 30th International Conference on Machine Learning (ICML 2013), ACM
- Place of Presentation
  Atlanta, USA
- Data Source
  KAKENHI-PROJECT-23300061
[Presentation] Edit distance and alignment kernels2013
- Author(s)
  K. Shin
- Organizer
  International Conference on Artificial Intelligence, Soft Computing (AISC 2013)
- Place of Presentation
  Bangalore, India
- Data Source
  KAKENHI-PROJECT-23300061
[Presentation] Selecting tree kernels cleverly2013
- Author(s)
  K. Shin and T. Kuboyama
- Organizer
  Workshop on Data Discretization and Segmentation for Knowledge Discovery (DDS13)
- Place of Presentation
  慶応大学(神奈川県横浜市)
- Data Source
  KAKENHI-PROJECT-23300061
[Presentation] A New Frontier of Kernel Design for Structured Data2013
- Author(s)
  K. Shin
- Organizer
  The 30rd International Conference on Machine Learning
- Place of Presentation
  アメリカ、アトランタ
- Data Source
  KAKENHI-PROJECT-23300061
[Presentation] Selecting Tree Kernels Cleverly2013
- Author(s)
  Kilho Shin, Tetsuji Kuboyama
- Organizer
  Workshop on Data Discretization and Segmentation for Knowledge Discovery
- Place of Presentation
  神奈川県横浜市　慶応義塾大学
- Data Source
  KAKENHI-PROJECT-23300061
[Presentation] A New Frontier of Kernel Design for Structured Data2013
- Author(s)
  Kilho Shin
- Organizer
  International Conference on Machine Learning
- Place of Presentation
  Atlanta, USA
- Data Source
  KAKENHI-PROJECT-23300061
[Presentation] Edit Distance and Alignment Kernels2013
- Author(s)
  Kilho Shin
- Organizer
  International Conference on Artificial Intelligence, Soft Computing
- Place of Presentation
  Bangalore, India
- Data Source
  KAKENHI-PROJECT-23300061
[Presentation] Dynamic labeling and tree kernels with gap penalties.2012
- Author(s)
  Kilho Shin
- Organizer
  The 6th International Conference on Soft Computing and Intelligent Systems
- Place of Presentation
  神戸コンベンションセンター（兵庫）
- Data Source
  KAKENHI-PROJECT-23300061
[Presentation] Dynamic labeling and tree kernels with gap penalties2012
- Author(s)
  K. Shin and T. Kuboyama
- Organizer
  The 6th International Conference on Soft Computing and Intelligent Systems, IEEE Explore
- Place of Presentation
  神戸国際会議場(兵庫県神戸市)
- Data Source
  KAKENHI-PROJECT-23300061
[Presentation] Some remarkable properties of the uniformly random distributed archive scheme2011
- Author(s)
  K. Shin
- Organizer
  6th International Conference on Computer Science and Convergence Information Technology
- Place of Presentation
  Jeju, Korea
- Data Source
  KAKENHI-PROJECT-23650031
[Presentation] Some remarkable properties of uniformly random distributed archive scheme2011
- Author(s)
  A. Tallat, K. Shin and H. Yasuda
- Organizer
  The 6th International Conference on Computer Sciences and Convergence Information Technology (ICCIT 2011)
- Place of Presentation
  Jeju, Korea
- Year and Date
  2011-11-29
- Data Source
  KAKENHI-PROJECT-23650031
[Presentation] Partitionable Kernels for Mapping Kernels2011
- Author(s)
  K.Shin
- Organizer
  International Conference on Data Mining (ICDM 2011)
- Place of Presentation
  Vancouver, Canada
- Data Source
  KAKENHI-PROJECT-23300061
[Presentation] Mapping kernels for infinite mapping systems2011
- Author(s)
  K.Shin
- Organizer
  Asian Conference on Machine Learning (ACML 2011)
- Place of Presentation
  Taiyuan, Taiwan
- Year and Date
  2011-11-11
- Data Source
  KAKENHI-PROJECT-23300061
[Presentation] Partitionable Kernels for Mapping Kernels2011
- Author(s)
  K. Shin
- Organizer
  The 11th IEEE International Conference on Data Mining (ICDM 2011)
- Place of Presentation
  Vancouver, Canada
- Data Source
  KAKENHI-PROJECT-23300061
[Presentation] Mapping kernels for trees2011
- Author(s)
  K. Shin, M. Cuturi and T. Kuboyama
- Organizer
  The 28nd International Conference on Machine Learning (ICML 2011), ACM
- Place of Presentation
  Belleview, Washington, USA
- Data Source
  KAKENHI-PROJECT-23300061

1. SAKAMOTO Hiroshi (50315123)

# of Collaborated Projects : 3results

# of Collaborated Products : 0results
2. KUBOYAMA Tetsuji (80302660)

# of Collaborated Projects : 3results

# of Collaborated Products : 15results
3. 橋本隆子 (80551697)

# of Collaborated Projects : 2results

# of Collaborated Products : 3results
4. OKAMOTO Hiroshi (00374067)

# of Collaborated Projects : 1results

# of Collaborated Products : 0results
5. ARIMURA Hiroki (20222763)

# of Collaborated Projects : 1results

# of Collaborated Products : 0results
6. CUTURI Marco (80597344)

# of Collaborated Projects : 1results

# of Collaborated Products : 1results
7. チャクラボルティバサビ (90305293)

# of Collaborated Projects : 1results

# of Collaborated Products : 7results
8. 川前徳章 (30447031)

# of Collaborated Projects : 1results

# of Collaborated Products : 0results
9. 宮尾祐介 (00343096)

# of Collaborated Projects : 1results

# of Collaborated Products : 0results
10. 平田耕一 (20274558)

# of Collaborated Projects : 1results

# of Collaborated Products : 1results
11. 西村治彦 (40218201)

# of Collaborated Projects : 1results

# of Collaborated Products : 0results
12. 竹村匡正 (40362496)

# of Collaborated Projects : 1results

# of Collaborated Products : 0results
13. 中本幸一 (70382273)

# of Collaborated Projects : 1results

# of Collaborated Products : 0results
14. 山下純司 (90282532)

# of Collaborated Projects : 1results

# of Collaborated Products : 0results
15. 大島裕明 (90452317)

# of Collaborated Projects : 1results

# of Collaborated Products : 0results
16. 竹田正幸 (50216909)

# of Collaborated Projects : 1results

# of Collaborated Products : 0results
17. 宇野毅明

# of Collaborated Projects : 0results

# of Collaborated Products : 1results
18. 篠原武

# of Collaborated Projects : 0results

# of Collaborated Products : 1results

SHIN Yoshihiro 申 吉浩

Research Projects

Research Products

Co-Researchers

Construction of Machine Learning Computing Base and Creation of Remarkable Contributions in Multiple Research FieldsPrincipal InvestigatorOngoing

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

ストリームデータを知識化する圧縮情報処理基盤の開発Ongoing

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

ビッグデータにスケールする一貫性指標に基づいた特徴分析Principal InvestigatorOngoing

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

フィルタ型特徴選択法の統一理論と高性能アルゴリズムOngoing

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

A study on positive-definite and efficient kernels for structured dataPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

A Study of Ubiquitous Access with Confidentiality and AvailabilityPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] A Fast and Accurate Feature Selection Algorithm Based on Binary Consistency Measure2016

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Topic Extraction Method from Millions of Tweets Based on Fast Feature Selection Technique CWC2016

Author(s)

Journal Title

Data Source

[Journal Article] Fast Hilbert Sort Algorithm without Using Hilbert Indices2016

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Super-CWC and super-LCC: Super fast feature selection algorithms2015

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Event Detection from Millions of Tweets Related to the Great East Japan Earthquake Using Feature Selection Technique.2015

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A Geometric Theory of Feature Selection and Distance-Based Measures2015

Author(s)

Journal Title

Data Source

[Journal Article] Fast and Accurate Steepest-Descent Consistency-Constrained Algorithms for Feature Selection2015

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Alignment Kernels based on a Generalization of Alignments2014

Author(s)

Journal Title

Data Source

[Journal Article] A Theory of Subtree Matching and Tree Kernels based on the Edit Distance Concep2014

Author(s)

Journal Title

SHIN Yoshihiro 申吉浩