Detailed Information

Research Field/Keywords for Research Field

• Soft Computing

Education

• 1984/03, Graduated
• 1986/03, Master Course, Completed
• 1989/03, Doctor Course, Accomplished credits for doctoral program

Employment Experience

• 1989/04 - 1991/03 Research Associate
• 1991/04 - 1992/07 Research Associate
• 1992/08 - 1994/03 Lecturer
• 1994/04 - 2007/03 Associate Professor, Faculty of Science and Engineering, Saga University
• 2007/04 - 2010/03 Associate Professor, Advanced Systems Control Engineering, Graduate School of Science and Engineering, Saga University
• 2010/04 -  *  Associate Professor, Advanced Technology Fusion, Graduate School of Science and Engineering, Saga University

Field of Specialization

• Soft computing, Information security, Life / Health / Medical informatics, Learning support system

Membership in Academic Societies

• IEEE

Research Topics and Results

• The Method of Making the Low-dimensional Map that Preserves the Distance Relationships from Selected Data Point 2023/08
• Multiple Objective optimization of Stock Portfolio Using Evolutionary Computation under COVID-19 2023/08
• Biometric Authentication during Walking using Sensor Data Acquired from Smart Devices on the Arm 2023/01
• Reservoir Self Organizing Map 2022/12
• Spherical Tree-Structured SOM and Its Application to Hierarchical Clustering 2022/08
• Spherical Tree Structured Self-Organizing Map 2022/06
• 球面SOMにおける木探索を用いた勝者ノード探索 2022/03
• スマートデバイスより取得したセンサデータを用いた歩行時の生体認証 2022/03
• Spherical Tree Structured Self-Organizing Map 2022/02
• Reservoir 自己組織化マップの改良及び検証 2021/09
• 機械学習を用いた仮想通貨の価格予測 2021/09
• Unsupervised Anomaly Detection for KDD-Cup99 Data Using Self-Organizing Map and Convolutional Encoder 2021/09
• The Visualization System of Image Search Base on Convolutional Spherical Self Organizing Map Implemented using WebGL 2021/02
• Application of Self Organizing Map to Preprocessing Input Vectors for Convolutional Neural Network 2019/09
• The Classification of the Documents Based on Word Embedding and 2-layer Spherical Self Organizing Maps 2019/02
• The Authentication System Automatically Generating Feature Points - Effect of Dummy Feature Points 2018/07
• The Classification of the Documents Based on Word2Vec and 2-Layer Self Organizing Maps 2018/06
• The Classification of the Documents Based on Word2Vec and 2-layer Self Organizing Maps 2018/02
• Visualization of the Progress of the Exercises of Students in C Programming Class 2017/07
• HMM training by using a Self-Organizing Map for time series prediction 2017/02
• Convolutional Self Organizing Map 2016/12
• Causual Analysis of Data Using 2-Layerd Spherical Self-Organizing Map 2015/12
• The Analysis of Traffic of IP Packets Using CGH Self Organizing Maps 2015/12
• Visualization of Learning Situation of C Language Using Self-Organizing Maps 2015/07
• The Frequency Integrated Spherical Hidden Markov Self Organizing Map for Learning Time Series Data 2015/03
• The data analysis of stock market using a Frequency Integrated Spherical Hidden Markov Self Organizing Map 2015/03
• Visualization and Classification of DNA sequence using Pareto learning Self Organizing Maps for Short Sequences 2015/03
• A Method for Authentication Using Behavior Biometrics on WEB 2014/07
• Visualization and Classification of DNA Sequences Using Pareto Learning Self Organizing Maps Based on Frequency and Correlation Coeffient 2014/06
• Support System for C Programming Instruction in Group Education Environment 2014/01
• Visualization of the Behaviors of Students during C Programmind Exercise 2014/01
• Visualization of the DNA Sequences Using Self-Organizing Maps 2014/01
• Visualization of the Sets of DNA Sequences using Visualization of the Sets of DNA Sequences using Self Organizing Maps based on Correlation Coefficients 2013/12
• The Supporting System for Teaching C Language Based On Self Organizing Maps 2013/11
• A Biometric Authentication System That Automatically Generates Feature Points 2013/07
• Mapping of DNA sequences using Hidden Markov Model Self Organizing Maps 2013/04
• 自己組織化マップを用いたプローブの頻度情報によるDNA配列の解析 2013/03
• Application of Self Organizing Maps to Multi-Modal Adaptive Authentication System Application of Self Organizing Maps to Multi-Modal Adaptive Authentication System 2012/12
• 特徴点を生成する生体認証システムの実験的検証 2012/11
• The Spherical Hidden Markov Self Organzing Map for Learning Time Series Data 2012/09
• 計算機合成ホログラムと自己組織化マップを用いたパターン認識に関する基礎研究 2012/09
• リンク構造を用いたWikipedia内の検索システムの開発 2012/09
• A Study of the Graphical User Interfaces for Biometric Authentication System 2012/07
• Visualization of Relations among DNA sequences using Self Organizing Maps 2012/06
• 自動的に特徴点を生成する生体認証システム 2012/03
• Analysis of Contexts of DNA Sequences by Self Organizing Maps 2011/12
• The Auhtentication System for Multi-Modal Behavior Biometrics Using Concurrent Pareto Learning SOM 2011/06
• Mapping of the 3D Objects Using Computer Generated Hologram 2011/06
• The Adaptive Authentication System for Behavior Biometrics Using Pareto Learning Self Organizing Maps 2010/11
• Analysis of Packet Traffics and Detection of Abnormal Traffics Using Pareto Learning Self Organizing Maps 2010/11
• Mapping of the traffics of IP-Packets on 2-dimensional plane using Pareto learning SOM 2010/07
• Visualization of the Packet Flows using Self Organizing Maps 2010/01
• Analysis of Robustness of Pareto Learning SOM to Variances of Input Vectors 2009/12
• Analysis of Frequencies of Packet Traffics using Self Organizing Maps 2009/11
• Application of the Self Organizing maps to Biometric authentication using Behavior Characteristics 2009/10
• Research on The Virtual Space System Used for Learning of Autonomous Robots 2009/08
• Study of Biometric Authentication Method using Behavior Characteristics on Game Consoles 2009/07
• Application of Supervised Pareto Learning Self Organizing Maps and Its Incremental Learning 2009/06
• HMM-SOMを用いたMIDI音楽小節のクラスタリング 2009/03
• Comparison of the Adaptive Authentication Systems for Behavior Biometrics using the Variations of Self Organizing Maps 2008/12
• キーボード入力のタイミング及びタイピング音を用いた個人認証法の改良 2008/11
• 視覚情報を用いた強化学習による自律移動アルゴリズムに関する研究 2008/11
• 隠れマルコフモデルと自己組織化マップを用いたMIDI音楽の分類 2008/11
• Construction and Use Examples of Private Electronic Notary Service in Educational Institutions 2008/10
• Adaptive Authentication System for Behavior Biometrics using Supervised Pareto Self Organizing Maps 2008/10
• 教師付パレート学習型自己組織化マップのマルチモーダル生体認証への応用 2008/09
• 自己組織化マップを用いた個人認証方式とその再学習法について 2008/08
• An Integration Method of Multi-Modal Biometrics Using Supervised Pareto Learning Self Organizing Maps 2008/06
• Visual Reinforcement Learning Algorithm using Self Organizing Maps and Its Simulation in OpenGL Environment 2008/05
• ゲーム機における行動的特徴量を用いた生体認証方式の検討 2008/03
• An Algorithm of SOM using Simulated Annealing in the Batch Update Phase for Sequence Analysis 2005/09
• The Analysis of Pen Pressures of Handwritten Symbols on PDA Touch Panel Using Self Organizing Maps 2005/06
• The Application of Self Organizing Maps for the Analyses of DNA Sequences 2005/03
• スリットスキャンフローサイトメータの光軸調整に関する検討 2004/09
• The Analysis of Graffiti Input and Its Application to Personal Identification 2004/06
• Mapping Genome Sequences on? Self Organizing Maps 2003/12
• A Design Method of DNA chips for Sequence Analysis Using Self Organizing Maps 2003/09
• An Application o Evoilutional Algorithm to DNA Sequencing by Oligonucleotide Hybridization 2003/09

Books

• Application of Self-Organizing Maps to Multi Modal Adaptive Authentication System Using Behavior Biometrics;　2012/11
  ANNOUNCEMENT INFO.;　, 119-142
  AUTHOR;　Hiroshi Dozono
  

Original Articles

• The Method of Making the Low-dimensional Map that Preserves the Distance Relationships from Selected Data Point;　2023/08
  ANNOUNCEMENT INFO.;　2023 IEEE 24th International Conference on Information Reuse and Integration for Data Science, 166-172
  AUTHOR;　K. Yoshioka^D, G. Niina and H. Dozono
  
• Multiple Objective optimization of Stock Portfolio Using Evolutionary Computation under COVID-19;　2023/08
  ANNOUNCEMENT INFO.;　2023 IEEE 24th International Conference on Information Reuse and Integration for Data Science (IRI), 70-75
  AUTHOR;　Asuka Tai^M, Hiroshi Dozono, Koki Yoshioka^D,
  
• Biometric Authentication during Walking using Sensor Data Acquired from Smart Devices on the Arm;　2023/01
  ANNOUNCEMENT INFO.;　The Twenty-Eighth International Symposium on Artificial Life and Robotics 2023 (AROB 28th 2023),, 832-835
  AUTHOR;　Yuya Yoshimaru^M, Hiroshi Douzono
  
• Reservoir Self Organizing Map;　2022/12
  ANNOUNCEMENT INFO.;　2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS), Ise, Japan, 2022, pp. 1-5, doi: 10.1109/SCISISIS55246.2022.10001926., 1-5
  AUTHOR;　Hiroshi Dozono (Saga University); Ryuhei Matsuo (Hitachi Social Information Services,Ltd); Koki Yoshioka^D (Saga University)
  
• Spherical Tree-Structured SOM and Its Application to Hierarchical Clustering;　2022/08
  ANNOUNCEMENT INFO.;　Applied system innovation, 5, 78, 1-12
  AUTHOR;　Koki Yoshioka^D, HIroshi Dozono
  
• Spherical Tree Structured Self-Organizing Map;　2022/06
  ANNOUNCEMENT INFO.;　Proceedings of ICMLC 2022: 2022 14th International Conference on Machine Learning and Computing (ICMLC), 495-500
  AUTHOR;　Hiroshi Dozono, Koki Yoshioka^D, GEN Niina
  
• Estimation of Photovoltaic Cell Parameters Using Measurement Data of Photovoltaic Module String Current and Voltages;　2022/03
  ANNOUNCEMENT INFO.;　IEEE Journal of Phtoboltaics, 12, 2, 540-545
  AUTHOR;　S.Hara, H.Dozono, M.Imamura, T.Yoshioka
  
• Spherical Tree Structured Self-Organizing Map;　2022/02
  ANNOUNCEMENT INFO.;　Proceedings of 2022 14th International Conference on Machine Learning and Computing
  AUTHOR;　Koki Yoshioka^D, Hiroshi Dozono, Gen Niina
  
• The Visualization System of Image Search Base on Convolutional Spherical Self Organizing Map Implemented using WebGL;　2021/02
  ANNOUNCEMENT INFO.;　Proceedings of sixth International Congress on Information and Communication Technology, ICICT 2021, London, Springer
  AUTHOR;　Hiroshi Dozono, Kenta Toyozumi, Koki Yoshioka, and Gen Niina
  
• Application of Self Organizing Map to Preprocessing Input Vectors for Convolutional Neural Network;　2019/09
  ANNOUNCEMENT INFO.;　International Conference on Artificial Neural Networks ICANN 2019: Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning, Lecture Notes in Computer Science, vol 11728, p.96-100
  AUTHOR;　Hiroshi Dozono, Masafumi Tanaka
  
• The Classification of the Documents Based on Word Embedding and 2-layer Spherical Self Organizing Maps;　2019/02
  ANNOUNCEMENT INFO.;　2019 11th International Conference on Machine Learning and Computing Proceedings 2019 11th International Conference on Machine Learning and Computing Proceedings 2019 11th International Conference on Machine Learning and Computing Proceedings
  AUTHOR;　Koki Yoshioka,Japan;Hiroshi Dozono
  
• The Authentication System Automatically Generating Feature Points - Effect of Dummy Feature Points;　2018/07
  ANNOUNCEMENT INFO.;　Proceedings of the 2018 International Conference on Security & Management SAM'18, 182-187
  AUTHOR;　Hiroshi Dozono, Tatsuya Chuto, Kenta Uchikoshi, Masanori Nakakuni
  
• The Classification of the Documents Based on Word2Vec and 2-Layer Self Organizing Maps;　2018/06
  ANNOUNCEMENT INFO.;　International Journal of Machine Learning and Computing, Vol.8, No.3, pp.252-255
  AUTHOR;　Koki Yoshioka and Hiroshi Dozono
  
• Visualization of the Progress of the Exercises of Students in C Programming Class;　2017/07
  ANNOUNCEMENT INFO.;　Proceedings of the 2017 International Conference on Frontiers in Education: Computer Science and Computer Engineering, 34-40
  AUTHOR;　Hiroshi Dozono, Tomonori Enda^M, Hiroki Yoshioka^M, Masanori Nakakuni, Gen Niina
  
• HMM training by using a Self-Organizing Map for time series prediction;　2017/02
  ANNOUNCEMENT INFO.;　Proceedings of 2017 9th International Conference on Machine Learning and Computing(ICMLC 2017)
  AUTHOR;　
  
• Convolutional Self Organizing Map;　2016/12
  ANNOUNCEMENT INFO.;　Proceeding of The 2016 International Conference on Computational Science andComputational Intelligence (CSCI), pp.767-761
  AUTHOR;　Hiroshi Dozono, Gen Niina, Satoru Araki^M
  
• Causual Analysis of Data Using 2-Layerd Spherical Self-Organizing Map;　2015/12
  ANNOUNCEMENT INFO.;　2015 International Conference on Computational Science and Computational Intelligence CSCI 2015, 198-202
  AUTHOR;　Gen Niina, Kazuhiro Muramatsu, and Hiroshi Dozono
  
• The Analysis of Traffic of IP Packets Using CGH Self Organizing Maps;　2015/12
  ANNOUNCEMENT INFO.;　2015 International Conference on Computational Science and Computational Intelligence (CSCI), 215-219
  AUTHOR;　Hiroshi Dozono, Nozomu Okada
  
• Visualization of Learning Situation of C Language Using Self-Organizing Maps;　2015/07
  ANNOUNCEMENT INFO.;　Proceedings of the 2015 International Conference on Frontiers in Education: Computer Science and Computer Engineering, 294-299
  AUTHOR;　
  
• The Frequency Integrated Spherical Hidden Markov Self Organizing Map for Learning Time Series Data;　2015/03
  ANNOUNCEMENT INFO.;　Journal of Advanced Computational Intelligence and Intelligent Informatics, 19, 2, 212-216
  AUTHOR;　Gen Niina ,Hiroshi Dozono, Kazuhiro Muramatsu
  
• The data analysis of stock market using a Frequency Integrated Spherical Hidden Markov Self Organizing Map;　2015/03
  ANNOUNCEMENT INFO.;　Intelligence in the Era of Big Data ICSIIT 2015, 195-204
  AUTHOR;　Gen Niina, Hiroshi Dozono, Kazuhiro Muramatsu
  
• Visualization and Classification of DNA sequence using Pareto learning Self Organizing Maps for Short Sequences;　2015/03
  ANNOUNCEMENT INFO.;　7th International Conference on Bioinformatics and Computational Biology (BICoB-2015)
  AUTHOR;　HIroshi Dozono
  
• A Method for Authentication Using Behavior Biometrics on WEB;　2014/07
  ANNOUNCEMENT INFO.;　Proceedings of the 2014 International Conference on Security and Management (SAM’14), 358-364
  AUTHOR;　Hiroshi Dozono, Naoto Yamasaki, Masanori Nakakuni
  
• Visualization and Classification of DNA Sequences Using Pareto Learning Self Organizing Maps Based on Frequency and Correlation Coeffient;　2014/06
  ANNOUNCEMENT INFO.;　Advances in Self-Organizing Maps and Learning Vector Quantization, Advances in Intelligent Systems and Computing, 295, 89-98
  AUTHOR;　Hiroshi Dozono
  
• Support System for C Programming Instruction in Group Education Environment;　2014/01
  ANNOUNCEMENT INFO.;　Modern Computer Applications in Science and Education Proceedings of the 14th International Conference on Computer Supported Education, 91-96
  AUTHOR;　Masanori Nakakuni, Hiroshi Dozono
  
• Visualization of the Behaviors of Students during C Programmind Exercise;　2014/01
  ANNOUNCEMENT INFO.;　Modern Computer Applications in Science and Education Proceedings of the 2nd International Conference on Applied Computer Science, 52-58
  AUTHOR;　Hiroshi Dozono, Masanori Nakakuni
  
• A Biometric Authentication System That Automatically Generates Feature Points;　2013/07
  ANNOUNCEMENT INFO.;　Proceedings of the 2013 International Conference on Security & Management, 38-42
  AUTHOR;　Hiroshi Dozono, Yuuki Inaba, Masanori Nakakuni
  
• Mapping of DNA sequences using Hidden Markov Model Self Organizing Maps;　2013/04
  ANNOUNCEMENT INFO.;　roceedings of the Proceedings of 2013 IEEE Symposium Series on Computational Intelligence (SSCI), 212-217
  AUTHOR;　Hiroshi Dozono, Gen Niina
  
• The Spherical Hidden Markov Self Organzing Map for Learning Time Series Data;　2012/09
  ANNOUNCEMENT INFO.;　Artificial Neural Networks and Machine Learning - ICAANN 2012, 1, LNCS7552, 563-670
  AUTHOR;　Gen Niina^M Hiroshi Dozono
  
• A Study of the Graphical User Interfaces for Biometric Authentication System;　2012/07
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Hiroshi Dozono, Takayuki Inoue^M, and Masanori Nakakuni
  
• Visualization of Relations among DNA sequences using Self Organizing Maps;　2012/06
  ANNOUNCEMENT INFO.;　European Conference of COMPUTER SCIENCE (ECCS '12)
  AUTHOR;　Hiroshi Dozono, Yutaro Kaneko^M
  
• The Auhtentication System for Multi-Modal Behavior Biometrics Using Concurrent Pareto Learning SOM;　2011/06
  ANNOUNCEMENT INFO.;　Lecture Note in Computer Science 6792 Artificial Neural Networks and Machine Learning - ICANN 2011, 2, 197-204
  AUTHOR;　Hiroshi Dozono, Shinsuke Ito and Masanori Nakakuni
  
• Mapping of the 3D Objects Using Computer Generated Hologram;　2011/06
  ANNOUNCEMENT INFO.;　Lecture Note in Computer Science 6731 Advances in Self Organizing Maps -- WSOM 2011, 1, 318-327
  AUTHOR;　Hiroshi Dozono, Asami Tanaka, Shinya Nishijima, Hiroshi Tsukizi, Masanori Nakakuni
  
• The Adaptive Authentication System for Behavior Biometrics Using Pareto Learning Self Organizing Maps;　2010/11
  ANNOUNCEMENT INFO.;　Neural Information Processing Theory and Algorithms, Lecture Notes in Computer Science, Springer, 6443, 2, 383-390
  AUTHOR;　Hiroshi Dozono, Masanori Nakakuni, Shinsuke Itou, and Shigeomi Hara
  
• Analysis of Packet Traffics and Detection of Abnormal Traffics Using Pareto Learning Self Organizing Maps;　2010/11
  ANNOUNCEMENT INFO.;　Neural Information Processing Theory and Algorithms, Lecture Notes in Computer Science, Springer, 6443, 2, 329-336
  AUTHOR;　Hiroshi Dozono, Masanori Nakakuni, Takaru Kabashima, and Shigeomi Hara
  
• Visualization of the Packet Flows using Self Organizing Maps;　2010/01
  ANNOUNCEMENT INFO.;　WSEAS TRANSACTIONS on INFORMATION SCIENCE and APPLICATIONSHiroshi Dozono, Takeru Kabashima,, 7, 1, 132-141
  AUTHOR;　Hiroshi Dozono, Takeru Kabashima, Masanori Nakakuni, Shigeomi Hara
  
• Analysis of Robustness of Pareto Learning SOM to Variances of Input Vectors;　2009/12
  ANNOUNCEMENT INFO.;　Neural Information Processing 16th International Conference, ICONIP 2009, Bangkok, Thailand, December 1-5, 2009, Proceedings, Part II, 836-844
  AUTHOR;　Hiroshi Dozono and Masanori Nakakuni
  
• Application of Supervised Pareto Learning Self Organizing Maps and Its Incremental Learning;　2009/06
  ANNOUNCEMENT INFO.;　Advances in Self-Organizing Maps: 7th International Workshop, WSOM 2009 Lecture Notes in Computer Science / Theoretical Computer Science and General Issues, 54-62
  AUTHOR;　Hiroshi Dozono, Shigeomi Hara, Shinsuke Ito and Masanori Nakakuni
  
• Comparison of the Adaptive Authentication Systems for Behavior Biometrics using the Variations of Self Organizing Maps;　2008/12
  ANNOUNCEMENT INFO.;　, 4, 1, 108-106
  AUTHOR;　Hiroshi DOZONO, Shinsuke ITOU and Masanori NAKAKUNI
  
• Construction and Use Examples of Private Electronic Notary Service in Educational Institutions;　2008/10
  ANNOUNCEMENT INFO.;　WSEAS TRANSACTIONS on Advances in Engineering Education, 10, 5, 676-686
  AUTHOR;　Masanori NAKAKUNI, Eisuke ITO, Yoshiaki KASAHARA, Sozo INOUE and Hiroshi DOZONO
  
• Adaptive Authentication System for Behavior Biometrics using Supervised Pareto Self Organizing Maps;　2008/10
  ANNOUNCEMENT INFO.;　Proceedings of the 10th WSEAS Int. Conf. on MATHEMATICAL METHODS, COMPUTATIONAL TECHNIQUES AND INTELLIGENT SYSTEMS, 277-282
  AUTHOR;　Masanori Nakakuni, Horoshi Dozono and Shinsuke ITOU
  
• 教師付パレート学習型自己組織化マップのマルチモーダル生体認証への応用;　2008/09
  ANNOUNCEMENT INFO.;　, 49, 9, 3028-3037
  AUTHOR;　
  
• A Method of Automatic User Authentication by Fulltime Monitoring of Keystroke Timings;　2008/07
  ANNOUNCEMENT INFO.;　Proceedings of the 2008 International Conference on Security and Management (SAM'08), 58-63
  AUTHOR;　Masanori Nakakuni, Hiroshi Dozono, Ito Eisuke and Yoshiaki Kasahara
  
• An Integration Method of Multi-Modal Biometrics Using Supervised Pareto Learning Self Organizing Maps;　2008/06
  ANNOUNCEMENT INFO.;　Proceedings of the 2008 IEEE World Congress on Computational Intelligence (WCCI 2008), 602-606
  AUTHOR;　Hiroshi Dozono and Masanori Nakakuni
  
• Visual Reinforcement Learning Algorithm using Self Organizing Maps and Its Simulation in OpenGL Environment;　2008/05
  ANNOUNCEMENT INFO.;　WSEAS Transactions on Information Science and Applications, 5, 5, 685-694
  AUTHOR;　Hiroshi Dozono, Ryousuke Fujiwara and Takeshi Takahashi
  
• Application of the Self Organizing Maps for Visual Reinforcement Learning of Mobile Robot;　2008
  ANNOUNCEMENT INFO.;　Advances on Artificial Intelligence, Knowledge Engineering and DATA BASES
  AUTHOR;　Hiroshi Dozono, Ryouhei Fujiwara, Takeshi Takahashi
  
• Mapping of the Genome Sequence Using Two-stage Self Organizing Maps;　2007
  ANNOUNCEMENT INFO.;　Proceedings of the 6th International Workshop on Self-Organizing Maps(WSOM 2007)
  AUTHOR;　Hiroshi Dozono, Takeshi Takahashi
  
• The Analysis of Key Typing Sounds using Self Organizing Maps;　2007
  ANNOUNCEMENT INFO.;　Proceedings of the 2007 International Conference on Security and Management
  AUTHOR;　Hiroshi Dozono, Shinsuke Itoh, Masanori Nakakuni
  
• Application of Self Organizing Maps for the Integrated Authentication using Keystroke Timings and Handwritten Symbols;　2006
  ANNOUNCEMENT INFO.;　, 2, 4
  AUTHOR;　Hiroshi Dozono, Masanori Nakakuni and Yoshio Noguchi
  
• 自己組織化マップによる PDA における手書き図
  形の筆圧解析;　2006
  ANNOUNCEMENT INFO.;　, 47, 8
  AUTHOR;　
  
• An Algorithm of SOM using Simulated Annealing in the Batch Update Phase for Sequence Analysis;　2005/09
  ANNOUNCEMENT INFO.;　Proceedings of Workshop on Self Organizing Maps , 171-178
  AUTHOR;　Hiroshi Dozono, Hisao Tokushima and Yoshio Noguchi
  
• The Analysis of Pen Pressures of Handwritten Symbols on PDA Touch Panel Using Self Organizing Maps;　2005/06
  ANNOUNCEMENT INFO.;　Proceedings of International Conference on Biometric Authentication , 440-445
  AUTHOR;　Hiroshi Dozono, Daishi Takata, Masanori Nakakuni, and Yoshio Noguchi
  
• The Application of Self Organizing Maps for the Analyses of DNA Sequences;　2005/03
  ANNOUNCEMENT INFO.;　Advance in Bioinformatics and its applications, 8, 140-151
  AUTHOR;　Hiroshi Dozono, Shigeomi Hara, Hisao Tokushima, Yoshio Noguchi
  
• スリットスキャンフローサイトメータの光軸調整に関する検討;　2004/09
  ANNOUNCEMENT INFO.;　, 2, 14, 33-37
  AUTHOR;　
  
• The Analysis of Graffiti Input and Its Application to Personal Identification;　2004/06
  ANNOUNCEMENT INFO.;　Proceedings of the International Conference on Security and Management, 80-83
  AUTHOR;　Hiroshi Dozono, Hiroaki Sanada, Masanori Nakakuni and Yoshio Noguchi
  
• Mapping Genome Sequences on? Self Organizing Maps;　2003/12
  ANNOUNCEMENT INFO.;　Genome Info㎜atics 2003, Genome Info㎜atics Sedes No.14, 14, 458-459
  AUTHOR;　Hiroshi Dozono, Hisao Tokushima and Yoshio Noguchi
  
• A Design Method of DNA chips for Sequence Analysis Using Self Organizing Maps;　2003/09
  ANNOUNCEMENT INFO.;　Proceedings of Workshop on Self-Organizing Maps 2003, 116-121
  AUTHOR;　Hiroshi Dozono, Shigeo Hara, HisaoTukushima, Yoshio Noguchi
  
• An Application o Evoilutional Algorithm to DNA Sequencing by Oligonucleotide Hybridization;　2003/09
  ANNOUNCEMENT INFO.;　Proceedings of 7th Joint Conference on Infornlation Science, 23-326
  AUTHOR;　Hiroshi Dozono, Shigeomi Hara, Hisao Tokushima, Yoshio Noguchi
  

General Lectures

• 球面SOMにおける木探索を用いた勝者ノード探索;　2022/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• スマートデバイスより取得したセンサデータを用いた歩行時の生体認証;　2022/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• Reservoir 自己組織化マップの改良及び検証;　2021/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 機械学習を用いた仮想通貨の価格予測;　2021/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 遺伝的アルゴリズムによるリスク分散を考慮した株式ポートフォリオの最適化;　2021/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• Unsupervised Anomaly Detection for KDD-Cup99 Data Using Self-Organizing Map and Convolutional Encoder;　2021/09
  ANNOUNCEMENT INFO.;　The 16th International Workshop on Securit(IWSEC 2021) Poster session
  AUTHOR;　Hiroshi Dozono, Koki Yoshioka^D
  
• Word2Vecと自己組織化 マップを用いた文書分類;　2018/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• SOMを用いた動画の解析 手法の提案;　2018/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 自己組織化マップを用いたDNA配列の解析手法の開発;　2018/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• The Classification of the Documents Based on Word2Vec and 2-layer Self Organizing Maps;　2018/02
  ANNOUNCEMENT INFO.;　2018 10th International Conference on Machine Learning and Computing (ICMLC 2018)
  AUTHOR;　Koki Yoshioka, Hiroshi Dozono
  
• 自己組織化マップを用いたモーションの生成;　2017/12
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• Generation of the motion using Self Organizing Maps;　2016/09
  ANNOUNCEMENT INFO.;　, 161-164
  AUTHOR;　
  
• 自己組織化マップを用いた音声データ解析;　2016/09
  ANNOUNCEMENT INFO.;　, 401-402
  AUTHOR;　
  
• 自己組織化マップを用いたC言語演習状況の視覚化;　2016/09
  ANNOUNCEMENT INFO.;　, 403-406
  AUTHOR;　
  
• 自己組織化マップを用いたDNA配列の解析手法の開発;　2016/09
  ANNOUNCEMENT INFO.;　, 577-580
  AUTHOR;　
  
• 自己組織化マップを用いた佐賀方言の周波数解析;　2015/12
  ANNOUNCEMENT INFO.;　, 23-24
  AUTHOR;　
  
• Leap Motionを用いた生体認証を行うアプリケーションの開発;　2015/12
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• HTML5を用いたオンライン生体認証システム;　2015/10
  ANNOUNCEMENT INFO.;　コンピュータセキュリティシンポジウム CSS2015
  AUTHOR;　
  
• Development of the Biometrics Authentication Application using Leap Motion;　2015/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Igawa Seiji, Douzono Hiroshi
  
• HSPを用いた を用いた を用いた 生体認証システムの開発 生;　2015/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 自己組織化マップを用いたC言語演習状況の視覚化;　2015/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 画像に基づくWEBページのクラスタリングシステム;　2015/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 特徴点を生成する認証システムのマルチプラットフォーム化;　2014/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 自己組織化マップを用いたIPパケット解析;　2014/01
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 自己組織化マップを用いたWeb検索システムの開発;　2014/01
  ANNOUNCEMENT INFO.;　, 113, 382, 67-72
  AUTHOR;　
  
• 自己組織化マップを用いたDNA配列の視覚化と判別;　2014/01
  ANNOUNCEMENT INFO.;　, 113, 382, 73-77
  AUTHOR;　
  
• Visualization of the Sets of DNA Sequences using Visualization of the Sets of DNA Sequences using Self Organizing Maps based on Correlation Coefficients;　2013/12
  ANNOUNCEMENT INFO.;　2013 IEEE International Conference on Bioinformatics and Biomedicine, 27-29
  AUTHOR;　Hiroshi Dozono, Gen Niina
  
• 画像に基づくWEBページのクラスタリング;　2013/12
  ANNOUNCEMENT INFO.;　, 37-38
  AUTHOR;　
  
• SOM型強化学習の基礎研究;　2013/12
  ANNOUNCEMENT INFO.;　, 73-74
  AUTHOR;　
  
• 自己組織化マップを用いたC言語学習状況の視覚化;　2013/12
  ANNOUNCEMENT INFO.;　, 75-76
  AUTHOR;　
  
• The Frequency Integrated Spherical Hidden Markov Self Organizing Map for Learning Time Series Data;　2013/11
  ANNOUNCEMENT INFO.;　Proceedings of ISIS2013 T3b2
  AUTHOR;　Gen Niina, Hiroshi Dozono
  
• The Supporting System for Teaching C Language Based On Self Organizing Maps;　2013/11
  ANNOUNCEMENT INFO.;　Proceedings of ISIS2013 T3d-2
  AUTHOR;　Hiroshi Dozono, Masanori Nakakuni
  
• 自己組織化マップを用いたプローブの頻度情報によるDNA配列の解析;　2013/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 特徴点を生成する生体認証システムの実験的検証;　2012/11
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 計算機合成ホログラムと自己組織化マップを用いたパターン認識に関する基礎研究;　2012/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• リンク構造を用いたWikipedia内の検索システムの開発;　2012/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 自動的に特徴点を生成する生体認証システム;　2012/03
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• Analysis of Contexts of DNA Sequences by Self Organizing Maps;　2011/12
  ANNOUNCEMENT INFO.;　
  AUTHOR;　Hiroshi Dozono
  
• Analysis of time series data using Self Organizing Map and Hidden Markov Model;　2011/09
  ANNOUNCEMENT INFO.;　, 499-499
  AUTHOR;　
  
• 物体認識のためのフレネル変換CGH によるマッチトフィルタリングの実験;　2011/09
  ANNOUNCEMENT INFO.;　, 571-571
  AUTHOR;　
  
• DirectXを用いた球面SOMの実装;　2011/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• タッチパネルを用いたフレキシブルな生体認証方法の作成;　2011/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 3Dスキャンによる物体認識の基礎実験;　2010/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 自己組織化マップを用いたIPパケットトラフィックの視覚化;　2010/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• Mapping of the traffics of IP-Packets on 2-dimensional plane using Pareto learning SOM;　2010/07
  ANNOUNCEMENT INFO.;　Proceedings of the 2010 International Conference on Security and Management (SAM'10), 336-341
  AUTHOR;　Hiroshi Dozono, Takeru Kabashima, Masanori Nakakuni
  
• Analysis of Frequencies of Packet Traffics using Self Organizing Maps;　2009/11
  ANNOUNCEMENT INFO.;　Proceedings of the 11th WSEAS International Conference on mathematical and computationa; Methods in Science and Engineering (MMCMESE'09), 191-196
  AUTHOR;　Hiroshi Dozono, Takeru Kabashima, Masanori Nakakuni
  
• Authentication by Shape Recognition of the Lips and Front Teeth;　2009/11
  ANNOUNCEMENT INFO.;　Proceedings of the 11th WSEAS International Conference on MATHEMATICAL and COMPUTATIONAL METHODS in SCIENCE and ENGINEERING (MACMESE'09), 203-207
  AUTHOR;　Masanori Nakakuni, Hiroshi Dozono, Eisuke Ito, Yoshiaki Kasahara and Hideaki Nakakuni:
  
• 自己組織化マップによる統計的情報を用いたネットワークIPパケット解析手法;　2009/10
  ANNOUNCEMENT INFO.;　, 109, 252, 7-12
  AUTHOR;　
  
• 画像移動時の行動的特徴を用いた個人認証方式;　2009/09
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• Research on The Virtual Space System Used for Learning of Autonomous Robots;　2009/08
  ANNOUNCEMENT INFO.;　Proceedings of ICROS-SICE International Joint Conference 2009, 624-629
  AUTHOR;　Hirotsugu Yano , Hiroshi Douzono2 and Ryouhei Fujiwara
  
• Study of Biometric Authentication Method using Behavior Characteristics on Game Consoles;　2009/07
  ANNOUNCEMENT INFO.;　Proceedings on The 2009 International Conference on Security and Management, WORLDCOMP’09 Publications on CD-ROM
  AUTHOR;　Hiroshi Dozono+, Masanori Nakakuni*, Takayuki Inoue+ and Hidetaka Nozaki+
  
• HMM-SOMを用いたMIDI音楽小節のクラスタリング;　2009/03
  ANNOUNCEMENT INFO.;　, 51-56
  AUTHOR;　
  
• キーボード入力のタイミング及びタイピング音を用いた個人認証法の改良;　2008/11
  ANNOUNCEMENT INFO.;　, 108, 281, 49-54
  AUTHOR;　
  
• 視覚情報を用いた強化学習による自律移動アルゴリズムに関する研究;　2008/11
  ANNOUNCEMENT INFO.;　, 108, 281, 25-30
  AUTHOR;　
  
• 隠れマルコフモデルと自己組織化マップを用いたMIDI音楽の分類;　2008/11
  ANNOUNCEMENT INFO.;　, 108, 281, 43-48
  AUTHOR;　
  
• 自己組織化マップを用いた個人認証方式とその再学習法について;　2008/08
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• ゲーム機における行動的特徴量を用いた生体認証方式の検討;　2008/03
  ANNOUNCEMENT INFO.;　, 2009, 20
  AUTHOR;　
  
• 自己組織化マップを用いたMIDI音楽の分類;　2008
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• キーボード入力のタイミング及びタイピング音を用いた個人認証;　2008
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• Mapping of DNA sequences using 2-Stage SOM;　2007
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• OpenGLを用いた自律移動ロボットの学習シミュレーション;　2007
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  
• 自己組織化マップを用いたアミノ酸配列の解析;　2007
  ANNOUNCEMENT INFO.;　
  AUTHOR;　
  

Invited Lecture, Special Lecture

• Visualization of the DNA Sequences Using Self-Organizing Maps;　2014/01
  ANNOUNCEMENT INFO.;　2nd International Conference on Applied Computer Science
  AUTHOR;　Hiroshi Dozono
  
• Application of Self Organizing Maps to Multi-Modal Adaptive Authentication System Application of Self Organizing Maps to Multi-Modal Adaptive Authentication System;　2012/12
  ANNOUNCEMENT INFO.;　European Conference of COMPUTER SCIENCE (ECCS '12)
  AUTHOR;　Hiroshi Dozono
  
• Application of the Self Organizing maps to Biometric authentication using Behavior Characteristics;　2009/10
  ANNOUNCEMENT INFO.;　Proceedings of the 11th WSEAS International Conference on mathematical and computationa; Methods in Science and Engineering (MMCMESE'09), 18-18
  AUTHOR;　Hiroshi Dozono