Horio Keiichi

ホリオケイイチ | Horio Keiichi

Affiliation and department：
Job title： Professor
Homepage URL (1)： http://www.brain.kyutech.ac.jp/~horio/index.html

Research field (2)： Sensitivity (kansei) informatics , Soft computing

Research keywords (3)： Intelligent Information Processing , Image Processing , Behavior Analysis

Research theme for competitive and other funds (21)：

2019 - 2024 AIによる成長期矯正治療の診断システムの構築
2020 - 2023 幼児の行動モデリングによる社会情緒的コンピテンス獲得のモティベーション推定
2019 - 2023 自己組織化マップを用いた心理的コンディショニングの検討
2017 - 2020 Intaractive Optimization Method based on Bidirectional Reinforcement Learning of Agent and Trainer and Verification with Practical Data
2016 - 2019 Early-stage Identification of CTC (Circulating Tumor Cells) by Employing Softcomputing and Dielectrophoretic Phenomenon

2015 - 2018 Development of Hierarchical Evolutionary Computation Method Solving Large-scale Nurse Scheduling Problem

2014 - 2018 Analysis of cerebral prefrontal cortex activation via cranial nerve stimulation and development into cognitive function rehabilitation

2014 - 2018 Construction of oral care program for the improvement of cognitive function

2014 - 2017 Is maxillofacial skeleton related to the swallowing function in the elderly?

2013 - 2016 Hierarchical Analysis Method which Deals with Data represented in Subjective/Pluralistic Form and Its Application to Group Evaluation

2011 - 2012 Representation of Spatio-tempral Patterns with Nonlinear Manifold and its Application to Gestrue Recognition

2009 - 2011 A GENERALIZATION OF THE CONCEPT OF CURIOSITY BASED ON DISTANCE OF PROBABILISTIC DISTRIBUTIONS AND ITS APPLICATION TO AUTONOMOUS DEVELOPMENT OF ROBOTS

2008 - 2011 Identification of Epileptogenic Focus by Employing Softcomputing and Establishment of Minimally Invasive and Definitive Surgery

2008 - 2010 Development of Computer supported Diagnostic system of Oral Mucous Disease by Soft Computing

2007 - 2008 Self-Organizing Map with Nonlinear Distance Measure and Its Applications

2006 - 2008 Design and Fabrication of a Multi-functional Microprobe for Controlling Biological Neurodynamics

2004 - 2006 カーネル法と部分空間法を利用した時空間パターン分類器の開発とその応用

2004 - 2006 Computer-assisted Orthognathic Surgery Planning Based on Profile Classification Using Self-Organizing Map

2002 - 2005 Research and Development of Self-organizing Learning Chip and Its Application to Robotics

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Papers (30)：

Nanto Ozaki, Taishi Ohtani, Manabu Habu, Kazuhiro Tominaga, Keiichi Horio. ESTIMATION OF OPTIMAL META-PARAMETERS FOR USER IN ORAL MUCOSAL DISEASE DIAGNOSIS SUPPORT SYSTEM. International Journal of Innovative Computing, Information and Control. 2022. 18. 4. 1235-1245
Nanto Ozaki, Taishi Ohtani, Manabu Habu, Kazuhiro Tominaga, Keiichi Horio. Individual Differences in Cut-Out Areas of Oral Images in Oral Mucosal Disease Diagnosis Support System. Journal of Advanced Computational Intelligence and Intelligent Informatics. 2022. 26. 2. 217-225
Hiroki Yamaguchi, Keiichi Horio. Evaluation of Estimating Preschool Children's Verbal Communication Skills in Group Discussions. 2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, SCIS and ISIS 2022. 2022
Hilmil Pradana, Keiichi Horio. Automatic controlling fish feeding machine using feature extraction of nutriment and ripple behavior. International Journal of Innovative Computing, Information and Control. 2021. 17. 5. 1483-1500
Hilmil Pradana, Keiichi Horio. Tuna Nutriment Tracking using Trajectory Mapping in Application to Aquaculture Fish Tank. 2020 Digital Image Computing: Techniques and Applications, DICTA 2020. 2020

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MISC (271)：

Arindam Gajendra Mahapatra, Balbir Singh, Hiroaki Wagatsuma, Keiichi Horio. Epilepsy EEG classification using morphological component analysis. Eurasip Journal on Advances in Signal Processing. 2018. 2018. 1
Arindam Gajendra Mahapatra, Balbir Singh, Hiroaki Wagatsuma, Keiichi Horio. Epilepsy EEG classification using morphological component analysis. Eurasip Journal on Advances in Signal Processing. 2018. 2018. 1
Arindam Gajendra Mahapatra, Keiichi Horio. Classification of ictal and interictal EEG using RMS frequency, dominant frequency, root mean instantaneous frequency square and their parameters ratio. Biomedical Signal Processing and Control. 2018. 44. 168-180
Srisupang Thewsuwan, Nanto Ozaki, Keiichi Horio. SVM ensemble approaches for improving texture classification performance based on complex network model with spatial information. 2018 International Workshop on Advanced Image Technology, IWAIT 2018. 2018. 1-3
Srisupang Thewsuwan, Nanto Ozaki, Keiichi Horio. SVM ensemble approaches for improving texture classification performance based on complex network model with spatial information. 2018 International Workshop on Advanced Image Technology, IWAIT 2018. 2018. 1-3

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Lectures and oral presentations (39)：

ガボール特徴量に基づく口腔内白斑形状の識別
(JSAI大会論文集 2018)
重み付き入力データを用いた位相表現ネットワークによる自己組織化関係ネットワークの改善
(第22回ファジィシステムシンポジウム講演論文集 2006)
入力データ集合がグラフで表現された自己組織化マップ
(第22回ファジィシステムシンポジウム講演論文集 2006)
スキーマを利用した自己組織化マップの重み更新則とその遺伝的アルゴリズムへの応用
(バイオメディカル・ファジィ・システム学会第18回年次大会講演論文集 2005)
術後側貌の審美性を考慮した顎矯正手術支援システムの開発その2
(バイオメディカル・ファジィ・システム学会第18回年次大会講演論文集 2005)

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Works (4)：

定性的,多元的に表現された関係データの階層的解析手法の確立とグループ評価への適用
2013 - 2016
時空間パターンの非線形マニフォールドによる表現とジェスチャー認識への適用
2011 - 2013
非線形マニフォールドを学習する自己組織化マップの開発および実問題への適用
2007 - 2009
カーネル法と部分空間法を利用した時空間パターン分類器の開発とその応用
2004 - 2007

Education (3)：

1998 - 2001 Kyushu Institute of Technology
1996 - 1998 Kyushu Institute of Technology
1991 - 1996 Kyushu Institute of Technology School of Computer Science and Systems Engineering

Professional career (1)：

(BLANK) (Kyushu Institute of Technology)

Work history (6)：

2019/08 - 現在 Kyushu Institute of Technology Graduate School of Life Science and Systems Engineering Professor
2014/04 - 2019/07 Kyushu Institute of Technology Graduate School of Life Science and Systems Engineering Associate Professor
2007/04 - 2014/03 Kyushu Institute of Technology Graduate School of Life Science and Systems Engineering Associate Professor
2003/04 - 2007/03 Kyushu Institute of Technology Graduate School of Life Science and Systems Engineering Assistant Professor
2001/04 - 2003/03 日本学術振興会日本学術振興会特別研究員

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