OHSAKI Miho
Faculty of Science and Engineering Department of Information Systems Design
Professor
Last Updated :2021/10/24

Researcher Profile and Settings

Research Interests

  • Machine Learning
  • Knowledge Discovery and Data Mining

Research Areas

  • Informatics/Intelligent informatics

Academic & Professional Experience

  • Professor, Faculty of Science and Engineering, Doshisha University, 2016 - Today
  • Associate Processor, Faculty of Science and Engineering, Doshisha University, 2007 - 2016
  • Full-Time Lecturer, Faculty of Engineering, Doshisha University, 2004 - 2007
  • Research Associate, Faculty of Informatics, Shizuoka University, 1999 - 2004

Education

  • Graduate School of Design, Kyushu Institute of Design, Division of Audio and Visual Communication Studies, 1996/04 - 1999/03
  • Graduate School of Design, Kyushu Institute of Design, Division of Audio and Visual Communication Studies, 1994/04 - 1996/03
  • Kyushu Institute of Design, Faculty of Design, 1990/04 - 1994/03

Academic Degrees

  • Doctor of Engineering, Kyushu Institute of Design
  • Master of Design, Kyushu Institute of Design
  • Bachelor of Design, Kyushu Institute of Design

Association Memberships

  • Acoustical Society of Japan ASJ
  • Japan Society for Fuzzy Theory and intelligent informatics SOFT
  • Information Processing Society of Japan IPSJ
  • Japanese Society for Artificial Intelligence JSAI
  • Institute of Electrical and Electronics Engineers IEEE

Awards & Honors

  • Screening Committee Award of JSPS Research Fellowship for Young Scientists
    Jul. 2017, Japan Society for the Promotion of Science
  • Joint International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems SCIS&ISIS-2012, International Program Committee Member, Contribution Award
    Sep. 2013
  • Joint International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems SCIS&ISIS-2008, International Program Committee Member, Contribution Award
    Sep. 2011
  • FAN Symposium, Best Presentation Award
    Sep. 2006, JPN
  • Information Processing Society of Japan, IPSJ Yamashita SIG Research Award
    Jul. 2003, JPN
  • International Conference on Soft Computing and Information/Intelligent Systems IIZUKA-1998, Best Paper Award
    Oct. 1998

Published Papers

  • Evaluation of the Neural-network-based Method to Discover Sets and Representatives of Nonlinearly Dependent Variables
    Miho Ohsaki, Hayato Sasaki, Naoya Kishimoto, Shigeru Katagiri, Kei Ohnishi, Yakub Sebastian, Patrick Then
    IEEE International Conference on Cybernetics CYBCONF-2021, DOI: 10.1109/CYBCONF51991.2021.9464151 , Jun. 2021, English, Research paper (international conference proceedings)
  • An Improved Boundary Uncertainty-Based Estimation for Classifier Evaluation
    David Ha, Shigeru Katagiri, Hideyuki Watanabe, Miho Ohsaki
    Journal of Signal Processing Systems, DOI: 10.1007/s11265-021-01671-1 , Jun. 2021, English, Research paper (scientific journal)
  • Genetic Algorithms Using Neural Network Regression and Group Lasso for Dynamic Selection of Crossover Operators
    Masaya Kato, Miho Ohsaki, Kei Ohnishi
    International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems SCIS&ISIS-2020, DOI: 10.1109/SCISISIS50064.2020.9322697DOI: 10.1109/SCISISIS50064.2020.9322697 , Dec. 2020, English, Research paper (international conference proceedings)
  • Improved Boundary Uncertainty Estimation For Classifier Selection
    David Ha, Shigeru Katagiri, Miho Ohsaki
    IEEE MTT-S International Wireless Symposium IWS-2020, DOI: 10.1109/IWS49314.2020.9360003 , Sep. 2020, English, Research paper (international conference proceedings)
  • Recognition of Body Part Diagrams in Medical Records Using Histograms of Oriented Gradients and a Maharanobis-distance-based Classifier
    Miho Ohsaki, Hayato Sasaki, Hiroharu Kawanaka, Kei Ohnishi, Shigeru Katagiri
    Japan Journal of Medical Informatics, 39(6)275 - 290, Jun. 2020, Research paper (scientific journal)
  • Minimum Classification Error Training with Speech Synthesis-based Regularization for Speech Recognition
    Naoto Umezaki, Takumi Okubo, Hideyuki Watanabe, Shigeru Katagiri, Miho Ohsaki
    ACM International Conference on Signal Processing and Machine Learning SPML-2019, DOI: 10.1145/3372806.3372819 , Nov. 2019, English, Research paper (international conference proceedings)
  • Maximum Bayes Boundary-ness Training for Pattern Classification
    Masahiro Senda, David Ha, Hideyuki Watanabe, Shigeru Katagiri, Miho Ohsaki
    ACM International Conference on Signal Processing and Machine Learning SPML-2019, DOI: 10.1145/3372806.3372817 , Nov. 2019, English, Research paper (international conference proceedings)
  • A Practical Method Based on Bayes Boundary-Ness for Optimal Classifier Parameter Status Selection
    David Ha, Yuya Tomotoshi, Masahiro Senda, Hideyuki Watanabe, Shigeru Katagiri, Miho Ohsaki
    Journal of Signal Processing Systems, DOI: 10.1007/s11265 , May 2019, English, Research paper (scientific journal)
  • Improvement for Boundary-Uncertainty-Based Classifier Parameter Status Selection Method
    David Ha, Yuya Tomotoshi, Masahiro Senda, Hideyuki Watanabe, Shigeru Katagiri, Miho Ohsaki
    IEEE International Conference on Computational Electromagnetics ICCEM-2019, DOI: 10.1109/COMPEM.2019.8779090, Mar. 2019, English, Research paper (international conference proceedings)
  • Optimal Classifier Parameter Status Selection Based on Bayes Boundary-ness for Multi-ProtoType and Multi-Layer Perceptron Classifiers
    Yuya Tomotoshi, David Ha, Emilie Delattre, Hideyuki Watanabe, Xugang Lu, Shigeru Katagiri, Miho Ohsaki
    IUKM-2019, Lecture Notes in Computer Science LNCS, Springer, 11471295 - 307, Mar. 2019, English, Research paper (international conference proceedings)
  • Body Part Diagram Recognition in Medical Records: Application of the Histograms of Oriented Gradients and the Mahalanobis-distance-based Classifier
    Miho Ohsaki, Hayato Sasaki, Hiroharu Kawanaka, Shigeru Katagiri
    International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems SCIS&ISIS-2018, 1254 - 1259, Dec. 2018, English, Research paper (international conference proceedings)
  • Discovery of Sets and Representatives of Variables in Co-nonlinear Relationships by Neural Network Regression and Group Lasso
    Miho Ohsaki, Hayato Sasaki, Naoya Kishimoto, Shigeru Katagiri, Patrick Hang Hui Then
    Workshop on Machine Learning and Artificial Intelligence in Bioinformatics and Medical Informatics MABM-2018 in IEEE International Conference on Bioinformatics and Biomedicine BIBM-2018, 2287 - 2294, Dec. 2018, English, Research paper (international conference proceedings)
  • Optimal Classifier Model Status Selection Using Bayes Boundary Uncertainty
    David Ha, Emilie Delattre, Yuya Tomotoshi, Masahiro Senda, Hideyuki Watanabe, Miho Ohsaki
    IEEE International Workshop on Machine Learning for Signal Processing MLSP-2018, DOI: 10.1109/MLSP.2018.8516976 , Sep. 2018, English, Research paper (international conference proceedings)
  • Development and Experimental Evaluation of Large Geometric Margin Minimum Classification Error Training for Classification of Variable-length Time Series Patterns
    Tatsuya Matsuhiro, Testuya Hashimoto, Mikiyo Kitaoka, David Ha, Tsubasa Ochiai, Hideyuki Watanabe, Shigeru Katagiri, Miho Ohsaki
    Transactions of Information Processing Society of Japan, 59(4)1295 - 1308, Apr. 2018, Research paper (scientific journal)
  • Compact Kernel Classifiers Trained with Minimum Classification Error Criterion
    Ryoma Tani, Hideyuki Watanabe, Shigeru Katagiri, Miho Ohsaki
    IEEE International Workshop on Machine Learning for Signal Processing MLSP-2017, IEEE Computer Society, DOI: 10.1109/MLSP.2017.8168184 , Dec. 2017, English, Research paper (international conference proceedings)
  • Confusion-Matrix-Based Kernel Logistic Regression for Imbalanced Data Classification
    Miho Ohsaki, Peng Wang, Kenji Matsuda, Shigeru Katagiri, Hideyuki Watanabe, Anca Ralescu
    IEEE Transactions on Knowledge and Data Engineering, IEEE COMPUTER SOC, 29(9)1806 - 1819, Sep. 2017, English, Research paper (scientific journal)
  • Automobile Driving Support System Evolved by Genetic Programming
    Go Yakami, Ivan Tanev, Katsunori Shimohara, Shigeru Katagiri, Miho Ohsaki
    IEEE Region 10 Conference TENCON-2016, IEEE, DOI: 10.1109/TENCON.2016.7848001 , Nov. 2016, English, Research paper (international conference proceedings)
  • Speech Pattern Classification Using Large Geometric Margin Minimum Classification Error Training
    Mikiyo Kitaoka, Tetsuya Hashimoto, Tsubasa Ochiai, Shigeru Katagiri, Miho Ohsaki, Hideyuki Watanabe, Xugang Lu, Hisashi Kawai
    IEEE Region 10 Conference TENCON-2015, IEEE, DOI: 10.1109/TENCON.2015.7372850 , Nov. 2015, English, Research paper (international conference proceedings)
  • Implementation of Advanced t-Room
    Osamu Wada, Satoshi Ueno, Shigeru Katagiri, Miho Ohsaki
    IEEE Region 10 Conference TENCON-2015, IEEE, DOI: 10.1109/TENCON.2015.7372731 , Nov. 2015, English, Research paper (international conference proceedings)
  • Prediction of Liver Fibrosis Stages in Chronic Hepatitis C Using Kernel Logistic Regression
    Miho Ohsaki, Kenji Matsuda, Peng Wang, Shigeru Katagiri, Hideto Yokoi, Katsuhiko Takabayashi
    Transactions of Information Processing Society of Japan, 56(11)2117 - 2130, Nov. 2015, Research paper (scientific journal)
  • Formulation of the Kernel Logistic Regression based on the Confusion Matrix
    Miho Ohsaki, Kenji Matsuda, Peng Wang, Shigeru Katagiri, Hideyuki Watanabe
    IEEE Congress on Evolutionary Computation CEC-2015, IEEE, 2327 - 2334, May 2015, English, Research paper (international conference proceedings)
  • A Feature Consisting of Mean, Standard Deviation, and LPC Cepstrum for the Prediction of Liver Fibrosis Stages in Chronic Hepatitis C: Second Report using Optimal Cepstral Order
    Miho Ohsaki, Akifumi Miyazaki, Shigeru Katagiri, Hideto Yokoi, Katsuhiko Takabayashi
    Joint International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems SCIS&ISIS-2014, 1546 - 1549, Dec. 2014, English, Research paper (international conference proceedings)
  • Robust and Efficient Pattern Classification using Large Geometric Margin Minimum Classification Error Training
    Hideyuki Watanabe, Tsukasa Ohashi, Shigeru Katagiri, Miho Ohsaki, Shigeki Matsuda, Hideki Kashioka
    Journal of Signal Processing Systems, 74(3)297 - 310, Mar. 2014, English, Research paper (scientific journal)
  • Minimum Classification Error Training Incorporating Automatic Loss Smoothness Determination
    Hideyuki Watanabe, Junichi Tokuno, Tsukasa Ohashi, Shigeru Katagiri, Miho Ohsaki, Shigeki Matsuda, Hideki Kashioka
    Journal of Signal Processing Systems, 74(3)311 - 322, Mar. 2014, English, Research paper (scientific journal)
  • Proposal of the Dynamic Features of Clinical Time Series for the Prediction of Liver Fibrosis Stages in Chronic Hepatitis C
    Miho Ohsaki, Akifumi Miyazaki, Eri Taniguchi, Shigeru Katagiri, Hideto Yokoi, Katsuhiko Takabayashi
    Japan Journal of Medical Informatics, 33(2)79 - 98, Sep. 2013, Research paper (scientific journal)
  • Feature Extraction for the Prediction of Liver Fibrosis Stages in Chronic Hepatitis C
    Akifumi Miyazaki, Miho Ohsaki, Eri Taniguchi, Shigeru Katagiri, Hideto Yokoi, Katsuhiko Takabayashi
    IEEE Region 10 Conference TENCON-2012, IEEE, DOI: 10.1109/TENCON.2012.6412222 , Nov. 2012, English, Research paper (international conference proceedings)
  • Minimum Classification Error Training Employing Real-Coded Genetic Algorithms
    Kensuke Ota, Shigeru Katagiri, Miho Ohsaki
    IEEE Region 10 Conference TENCON-2012, IEEE, DOI: 10.1109/TENCON.2012.6412201 , Nov. 2012, English, Research paper (international conference proceedings)
  • Experimental Evaluation of Kernel Minimum Classification Error Training
    Hideaki Tanaka, Hideyuki Watanabe, Shigeru Katagiri, Miho Ohsaki
    IEEE Region 10 Conference TENCON-2012, IEEE, DOI: 10.1109/TENCON.2012.6412189 , Nov. 2012, English, Research paper (international conference proceedings)
  • Comparison between Minimum Classification Error Training and Relevance Vector Machine
    Hisashi Uehara, Hideyuki Watanabe, Shigeru Katagiri, Miho Ohsaki
    IEEE Region 10 Conference TENCON-2012, IEEE, DOI: 10.1109/TENCON.2012.6412196 , Nov. 2012, English, Research paper (international conference proceedings)
  • Application of Kernel Logistic Regression to the Prediction of Liver Fibrosis Stages in Chronic Hepatitis C
    Kenji Matsuda, Miho Ohsaki, Shigeru Katagiri, Hideto Yokoi, Katsuhiko Takabayashi
    Joint International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems SCIS&ISIS-2012, IEEE, 780 - 784, Nov. 2012, English, Research paper (international conference proceedings)
  • A Feature Consisting of Mean, Standard Deviation, and LPC Cepstrum for the Prediction of Liver Fibrosis Stages in Chronic Hepatitis C
    Akifumi Miyazaki, Miho Ohsaki, Eri Taniguchi, Shigeru Katagiri, Hideto Yokoi, Katsuhiko Takabayashi
    Joint International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems SCIS&ISIS-2012, 2295 - 2298, Nov. 2012, English, Research paper (international conference proceedings)
  • Improved Interactive EC Fitting Based on Fitness Prediction Using Sound Volume Preference
    Miho Ohsaki
    Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, 24(2)680 - 690, Apr. 2012, Research paper (scientific journal)
  • Increasing Virtual Samples Through Loss Smoothness Determination in Large Geometric Margin Minimum Classification Error Training
    Tsukasa Ohashi, Hideyuki Watanabe, Junichi Tokuno, Shigeru Katagiri, Miho Ohsaki
    IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP-2012, IEEE, 2081 - 2084, Mar. 2012, English, Research paper (international conference proceedings)
  • Automatic Loss Smoothness Determination for Large Geometric Margin Minimum Classification Error Training
    Tsukasa Ohashi, Junichi Tokuno, Hideyuki Watanabe, Shigeru Katagiri, Miho Ohsaki
    IEEE Region 10 Conference TENCON-2011, IEEE, DOI: 10.1109/TENCON.2011.6129062 , Nov. 2011, English, Research paper (international conference proceedings)
  • Automatic Loss Smoothness Determination for Minimum Classification Error Training
    Junichi Tokuno, Tsukasa Ohashi, Hideyuki Watanabe, Shigeru Katagiri, Miho Ohsaki
    IEEE Region 10 Conference TENCON-2011, IEEE, DOI: 10.1109/TENCON.2011.6129065 , Nov. 2011, English, Research paper (international conference proceedings)
  • Minimum Classification Error Training Using Geometric-Margin-Based Misclassification Measure
    Hideyuki Watanabe, Shigeru Katagiri, Kouta Yamada, Erick McDermott, Atsushi Nakamura, Shinji Watanabe, Miho Ohsaki
    IEICE Transactions on Information and Systems, J94-D(10)1664 - 1675, Oct. 2011, Research paper (scientific journal)
  • Minimum Classification Error Training with Automatic Setting of Loss Smoothness
    Hideyuki Watanabe, Jun'ichi Tokuno, Tsukasa Ohashi, Shigeru Katagiri, Miho Ohsaki
    IEEE International Workshop on Machine Learning for Signal Processing MLSP-2011, IEEE, paper-no.54 , Sep. 2011, English, Research paper (international conference proceedings)
  • Minimum Classification Error Training with Geometric Margin Enhancement for Robust Pattern Recognition
    Hideyuki Watanabe, Shigeru Katagiri, Miho Ohsaki
    IEEE International Workshop on Machine Learning for Signal Processing MLSP-2011, IEEE, paper-no.140 , Sep. 2011, English, Research paper (international conference proceedings)
  • Incremental Minimum Classification Error Training for Pattern Recognition
    Hideyuki Watanabe, Shinichi Taniguchi, Shigeru Katagiri, Kouta Yamada, Atsushi Nakamura, Erik Macdermott, Shinji Watanabe, Miho Ohsaki
    IEICE Transactions on Information and Systems, 94-D(4)702 - 711, Apr. 2011, Research paper (scientific journal)
  • Improving a Rule Evaluation Support Method Based on Objective Indices
    Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
    International Journal of Advanced Intelligence Paradigms, 2(2)180 - 197, Sep. 2010, English, Research paper (scientific journal)
  • Minimum Error Classification with Geometric Margin Control
    Hideyuki Watanabe, Shigeru Katagiri, Kouta Yamada, Erik McDermott, Atsushi Nakamura, Shinji Watanabe, Miho Ohsaki
    IEEE International Conference on Acoustics, Speech and Signal Processing ICASSP-2010, IEEE, 2170 - 2173, Mar. 2010, English, Research paper (international conference proceedings)
  • Analysis of Subsequence Time-series Clustering Based on Moving Average
    Miho Ohsaki, Masakazu Nakase, Shigeru Katagiri
    IEEE International Conference on Data Mining ICDM-2009, IEEE, 902 - 907, Dec. 2009, English, Research paper (international conference proceedings)
  • Towards Maximum Geometric Margin Minimum Error Classification
    Kouta Yamada, Shigeru Katagiri, Erik McDermott, Hideyuki Watanabe, Atsushi Nakamura, Shinji Watanabe, Miho Ohsaki
    The Science and Engineering Review of Doshisha University, 50(3)43 - 52, Oct. 2009, Research paper (bulletin of university, research institution)
  • Improvement of Interactive EC Fitting Based on Substitute Evaluation Using Sound Volume Preference
    Miho Ohsaki
    IEEE International Conference on Fuzzy Systems FUZZ-IEEE-2009, IEEE, 1597 - 1603, Aug. 2009, English, Research paper (international conference proceedings)
  • Finding Functional Groups of Objective Rule Evaluation Indices Using PCA
    Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
    PAKM-2008, Lecture Notes in Artificial Intelligence LNAI, Springer, SPRINGER-VERLAG BERLIN, 5345197 - 206, Nov. 2008, English, Research paper (international conference proceedings)
  • Clinical Time-series Data Interpolation Based on Regression Diagnosis
    Masakazu Nakase, Miho Ohsaki, Shigeru Katagiri, Yukari Hatada
    Joint International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems SCIS&ISIS-2008, 1859 - 1863, Sep. 2008, English, Research paper (international conference proceedings)
  • Re-evaluation of the Stereo Reproduction Method Using Six Speakers for Media Space Development
    Koji Noguchi, Aiko Kunikami, Maiko Sugawara, Aki Tsutsui, Shigeru Katagiri, Miho Ohsaki, Masato Miyoshi
    International Conference on Audio, Language and Image Processing ICALIP-2008, IEEE, M-L6.2 , Jul. 2008, English, Research paper (international conference proceedings)
  • Elaborative Analysis of the Stereo Sound Reproduction Method Using Six Speakers
    Koji Noguchi, Aiko Kunikami, Maiko Sugawara, Aki Tsutsui, Shigeru Katagiri, Miho Ohsaki, Masato Miyoshi
    AES Japan Section Conference in Osaka AES-2008, paper-no.3 , Jul. 2008, English, Research paper (international conference proceedings)
  • Evaluating Accuracies of a Trading Rule Mining Method Based on Temporal Pattern Extraction
    Hidenao Abe, Satoru Hirabayashi, Miho Ohsaki, Takahira Yamaguchi
    MCD-2007 postproceedings (revised selected papers), Lecture Notes in Computer Science LNCS, Springer, SPRINGER-VERLAG BERLIN, 494472 - 81, Jun. 2008, English, Research paper (scientific journal)
  • Application of Fitness Inference Method with Variable Number of Real Evaluation in Interactive Evolutionary Computation
    Yoshinobu Watanabe, Tomohiro Yoshikawa, Takeshi Furuhashi, Miho Ohsaki
    Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, 20(5)810 - 816, May 2008, Research paper (scientific journal)
  • Evaluation of Learning Costs of Rule Evaluation Models based on Objective Indices to Predict Human Hypothesis Construction Phases
    Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Hideto Yokoi, Takahira Yamaguchi
    IEEE International Conference on Granular Computing, GrC-2007, IEEE COMPUTER SOC, 458 - 464, Nov. 2007, English, Research paper (international conference proceedings)
  • Developing an Integrated Time-Series Data Mining Environment for Medical Data Mining
    Hidenao Abe, Miho Ohsaki, Hideto Yokoi, Takahira Yamaguchi
    IEEE Workshop on Data Mining in Medicine DMMed-2007 in IEEE International Conference on Data Mining ICDM-2007, 127 - 132, Oct. 2007, English, Research paper (international conference proceedings)
  • Evaluating Learning Algorithms for a Rule Evaluation Support Method
    Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
    IEEE International Conference on Systems, Man and Cybernetics SMC-2007, IEEE, 3784 - 3789, Oct. 2007, English, Research paper (international conference proceedings)
  • Evaluating a Constructive Meta-learning Algorithm for a Rule Evaluation Support Method Based on Objective Indices
    Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
    KES-2007, Lecture Notes on Computer Science, LNCS, Springer, SPRINGER-VERLAG BERLIN, 4693934 - 941, Sep. 2007, English, Research paper (international conference proceedings)
  • Evaluating Learning Models with Transitions of Human Interests Based on Objective Rule Evaluation Indices
    Hidenao Abe, Hideto Yokoi, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
    World Congress on Health (Medical) Informatics Medinfo-2007, IOS PRESS, 581 - 585, Aug. 2007, English, Research paper (international conference proceedings)
  • Evaluating Learning Algorithms to Construct Rule Evaluation Models Based on Objective Rule Evaluation Indices
    Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
    IEEE International Conference on Cognitive Informatics ICCI-2007, IEEE COMPUTER SOC, 212 - 221, Aug. 2007, English, Research paper (international conference proceedings)
  • Evaluating a Learning Algorithm Selection Method for a Rule Evaluation Support Tool Based on Objective Indices
    Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
    IADIS European Conference on Data Mining DM-2007, 25 - 32, Jul. 2007, English, Research paper (international conference proceedings)
  • Evaluation of Rule Interestingness Measures in Medical Knowledge Discovery in Databases
    Miho Ohsaki, Hidenao Abe, Shusaku Tsumoto, Hideto Yokoi, Takahira Yamaguchi
    Artificial Intelligence in Medicine, ELSEVIER SCIENCE BV, 41(3)177 - 196, Jul. 2007, English, Research paper (scientific journal)
  • Interactive Evolutionary Computation-based Hearing Aid Fitting
    Hideyuki Takagi, Miho Ohsaki
    IEEE Transactions on Evolutionary Computation, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 11(3)414 - 427, Jun. 2007, English, Research paper (scientific journal)
  • Numerical Time-series Pattern Extraction Based on Irregular Piecewise Aggregate Approximation and Gradient Specification
    Miho Ohsaki, Hidenao Abe, Takahira Yamaguchi
    New Generation Computing, SPRINGER, 25(3)213 - 222, Jun. 2007, English, Research paper (scientific journal)
  • Evaluating Learning Costs to Predict Human Interests with Rule Evaluation Models Based on Objective Indices
    Hidenao Abe, Shusaku Tsumoto, Hideto Yokoi, Miho Ohsaki, Takahira Yamaguchi
    IEEE/ICME International Conference on Complex Medical Engineering CME-2007, IEEE, 1927 - 1932, May 2007, English, Research paper (international conference proceedings)
  • Estimation of Micro-drilled Hole Wall of PWBs Using Data-mining
    Toshiki Hirogaki, Eiichi Aoyama, Miho Ohsaki, Keiji Ogawa, Katsuthoshi Yamauchi, Tsuyoshi Otsuka
    Transactions of the JSME (C), 73(729)1591 - 1597, May 2007, Research paper (scientific journal)
  • Evaluating Learning Algorithms to Support Human Rule Evaluation Based on Objective Rule Evaluation Indices
    Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
    Data Science Journal, Ubiquity Press Ltd, 6(10)S285 - S296, May 2007, English, Research paper (scientific journal)
  • Evaluation of Rule Interestingness Measures in Medical Knowledge Discovery in Databases
    Miho Ohsaki, Hidenao Abe, Shusaku Tsumoto, Hideto Yokoi, Takahira Yamaguchi
    IPSJ journal, 48(4)1859 - 1973, Apr. 2007, Research paper (scientific journal)
  • Evaluating Learning Algorithms Composed by a Constructive Meta-Learning Scheme for a Rule Evaluation Support Method
    Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
    IEEE International Workshop on Mining Complex Data MCD-2006 in IEEE International Conference on Data Mining ICDM-2006, IEEE COMPUTER SOC, 305 - 310, Dec. 2006, English, Research paper (international conference proceedings)
  • Proposal of Medical KDD Support User Interface Utilizing Rule Interestingness Measures
    Miho Ohsaki, Hidenao Abe, Shusaku Tsumoto, Hideto Yokoi, Takahira Yamaguchi
    IEEE International Workshop on Reliability Issues of Knowledge Discovery RIKD-2006 in IEEE International Conference on Data Mining ICDM-2006, IEEE COMPUTER SOC, 759 - 764, Dec. 2006, English, Research paper (international conference proceedings)
  • Evaluating Learning Models for a Rule Evaluation Support Method Based on Objective Indices
    Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
    RSCTC-2006, Lecture Notes in Computer Science, LNCS, Springer, SPRINGER-VERLAG BERLIN, 4259687 - 695, Nov. 2006, English, Research paper (international conference proceedings)
  • Numerical Time-Series Pattern Extraction Reflecting User's Interest
    Miho Ohsaki, Hidenao Abe, Takahira Yamaguchi
    Joint International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems SCIS&ISIS-2006, 2254 - 2259, Sep. 2006, English, Research paper (international conference proceedings)
  • Application of Fitness Inference Method Following the Change of Evaluation Criterion
    Yoshinobu Watanabe, Tomohiro Yoshikawa, Takeshi Furuhashi, Miho Ohsaki
    Joint International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems SCIS&ISIS-2006, 86 - 89, Sep. 2006, English, Research paper (international conference proceedings)
  • Evaluating Learning Algorithms for a Rule Evaluation Support Method Based on Objective Rule Evaluation Indices
    Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
    ISMIS-2006, Lecture Notes in Computer Science, LNCS, Springer, SPRINGER-VERLAG BERLIN, 4203379 - 388, Sep. 2006, English, Research paper (international conference proceedings)
  • Evaluating Learning Algorithms with Meta-learning Schemes for a Rule Evaluation Support Method Based on Objective Indices
    Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Hideto Yokoi, Takahira Yamaguchi
    PKAW-2006, Lecture Notes in Computer Science, LNCS, Springer, SPRINGER-VERLAG BERLIN, 430375 - 88, Aug. 2006, English, Research paper (international conference proceedings)
  • Developing a Rule Evaluation Support Method Based on Objective Indices
    Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
    RSKT-2006, Lecture Notes in Computer Science, LNCS, Springer, SPRINGER-VERLAG BERLIN, 4062456 - 461, Jul. 2006, English, Research paper (international conference proceedings)
  • Implementing an Integrated Time-series Data Mining Environment Based on Temporal Pattern Extraction Methods: A Case Study of an Interferon Therapy Risk Mining for Chronic Hepatitis
    Hidenao Abe, Miho Ohsaki, Hideto Yokoi, Takahira Yamaguchi
    JSAI-2005 postproceedings (revised selected papers), Lecture Notes in Computer Science LNCS, Springer, SPRINGER-VERLAG BERLIN, 4012425 - 435, Jun. 2006, English, Research paper (scientific journal)
  • Evaluating a Rule Evaluation Support Method Based on Objective Rule Evaluation Indices
    Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
    PAKDD-2006, Lecture Notes in Computer Science LNCS, Springer, SPRINGER-VERLAG BERLIN, 3918509 - 519, Apr. 2006, English, Research paper (international conference proceedings)
  • Evaluating Model Construction Methods with Objective Rule Evaluation Indices to Support Human Experts
    Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
    MDAI-2006, Lecture Notes in Computer Science LNCS, Springer, SPRINGER-VERLAG BERLIN, 388593 - 104, Apr. 2006, English, Research paper (international conference proceedings)
  • Determining Method of Machining Conditions Using Data Mining of Tool Catalog Data
    Toshiki Hirogaki, Eiichi Aoyama, Miho Ohsaki, Teppei Kawai, Tasuku Kitamura, Keiji Ogawa
    The Science and Engineering Review of Doshisha University, 47(1)18 - 24, Apr. 2006, Research paper (bulletin of university, research institution)
  • Evaluating a Rule Evaluation Support Method with Learning Models Based on Objective Rule Evaluation Indices, - A Case Study with a Meningitis Data Mining Result -
    Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
    International Conference on Hybrid Intelligent Systems HIS-2005, IEEE COMPUTER SOC, 169 - 174, Nov. 2005, English, Research paper (international conference proceedings)
  • A Rule Evaluation Support Method with Learning Models
    Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
    IEEE International Conference on Data Mining ICDM-2005, IEEE COMPUTER SOC, 549 - 552, Nov. 2005, English, Research paper (international conference proceedings)
  • Investigation of Rule Interestingness in Medical Eata Mining
    Miho Ohsaki, Shinya Kitaguchi, Hideto Yokoi, Takahira Yamaguchi
    AM-2003 postproceedings (revised selected papers), Lecture Notes in Artificial Intelligence LNAI, Springer, SPRINGER-VERLAG BERLIN, 3430177 - 192, Aug. 2005, English, Research paper (scientific journal)
  • Evaluating an Integrated Time-Series Data Mining Environment, - A Case Study on Chronic Hepatitis Data Mining -
    Hidenao Abe, Miho Ohsaki, Hideto Yokoi, Takahira Yamaguchi
    JSAI 2005 International Workshop on Risk Management Systems with Intelligent Data Analysis JSAIWS-2005, 1 - 11, Jun. 2005, English, Research paper (international conference proceedings)
  • Evaluation of Rule Interestingness Measures with a Clinical Dataset on Hepatitis
    Miho Ohsaki, Shinya Kitaguchi, Kazuya Okamoto, Hideto Yokoi, Takahira Yamaguchi
    ECML/PKDD-2004, Lecture Notes in Artificial Intelligence LNAI, Springer, SPRINGER-VERLAG BERLIN, 3202362 - 373, Sep. 2004, English, Research paper (international conference proceedings)
  • Evaluation of Edge Detection Algorithms Based on Edges Drawn by Humans
    Nobuaki Fujimoto, Miho Ohsaki, Takhiro Sugiyama, Keiichi Abe
    Transactions of Information Processing Society of Japan, 45(9)2197 - 2206, Sep. 2004, Research paper (scientific journal)
  • Evaluation of Rule Interestingness Measures with a Clinical Dataset on Hepatitis
    Miho Ohsaki, Shinya Kitaguchi, Kazuya Okamoto, Hideto Yokoi, Takahira Yamaguchi
    JSAI-2004 International Workshop on Active Mining AM-2004, 11 - 20, May 2004, English, Research paper (international conference proceedings)
  • Comparison between Objective Interestingness Measures and Real Human Interest in Medical Data Mining
    Miho Ohsaki, Yoshinori Sato, Shinya Kitaguchi, Hideto Yokoi, Takahira Yamaguchi
    IEA/AIE-2004, Lecture Notes in Artificial Intelligence LNAI, Springer, SPRINGER-VERLAG BERLIN, 30291072 - 1081, May 2004, English, Research paper (international conference proceedings)
  • A Study on Modeling of Search Space with GA Sampling
    Yoshifumi Banno, Miho Ohsaki, Tomohiro Yoshikawa, Tsuyoshi Shinogi, Shinji Tsuruoka
    International Symposium on Advanced Intelligent Systems ISIS-2003, 86 - 89, Sep. 2003, English, Research paper (international conference proceedings)
  • A Rule Discovery Support System for Sequential Medical Data, - In the Case Study of a Chronic Hepatitis Dataset -
    Miho Ohsaki, Yoshinori Sato, Hideto Yokoi, Takahira Yamaguchi
    Discovery Challenge Workshop, In European Conference on Machine Learning / European Conference on Principles and Practice of Knowledge Discovery in Databases ECML/PKDD-2003, 154 - 165, Sep. 2003, English, Research paper (international conference proceedings)
  • Sampling Point Extraction based on Genetic Algorithm and Function Approximation of a Search Space
    Miho Ohsaki, Yoshifumi Banno, Tomohiro Yoshikawa, Tsuyoshi Shinogi, Shinji Tsuruoka
    IEEE International Symposium on Computational Intelligence in Robotics and Automation CIRA-2003, IEEE, 300 - 305, Jul. 2003, English, Research paper (international conference proceedings)
  • Comparison and Evaluation of Edge Detection Algorithms Based on Edge Drawn by Humans
    Nobuaki Fujimoto, Miho Ohsaki, Takahiro Sugiyama, Keiichi Abe
    International Forum on Information and Comupter Technology IFICT-2003, 14 - 19, Jan. 2003, English, Research paper (international conference proceedings)
  • A Rule Discovery Support System for Sequential Medical Data, - In the Case Study of a Chronic Hepatitis Dataset -
    Miho Ohsaki, Yoshinori Sato, Hideto Yokoi, Takahira Yamaguchi
    International Workshop on Active Mining AM-2002 in the IEEE International Conference on Data Mining ICDM-2002, 97 - 102, Dec. 2002, English, Research paper (international conference proceedings)
  • A Research on Edge Detector Applications and Definition of Edge Quality
    Miho Ohsaki, Takahiro Sugiyama
    International Symposium on Measurement, Analysis and Modeling of Human Functions ISHF-2001, 322 - 327, Sep. 2001, English, Research paper (international conference proceedings)
  • Evaluation of Edge Detection Methods through Psychological Tests, - Is the Detected Edge Really Desirable for Humans? -
    Miho Ohsaki, Takahiro Sugiyama, Hideyuki Ohno
    IEEE International Conference on System, Man, and Cybernetics SMC-2000, IEEE, 671 - 677, Oct. 2000, English, Research paper (international conference proceedings)
  • Design and Development of an IEC-based Hearing Aid Fitting System
    Miho Ohsaki, Hideyuki Takagi
    Asian Fuzzy Systems Symposium AFSS-2000, 543 - 548, Jun. 2000, English, Research paper (international conference proceedings)
  • IEC-based Hearing Aids Fitting
    Hideyuki Takagi, Miho Ohsaki
    IEEE International Conference on System, Man, and Cybernetics SMC-1999, III657 - 662, Oct. 1999, English, Research paper (international conference proceedings)
  • Improvement of Presenting Interface by Predicting the Evaluation Order to Reduce the Burden of Human Interactive EC Operators
    Miho Ohsaki, Hideyuki Takagi
    IEEE International Conference on System, Man, and Cybernetics SMC-1998, IEEE, 1284 - 1289, Oct. 1998, English, Research paper (international conference proceedings)
  • Application of Interactive Evolutionary Computation to Optimal Tuning of Digital Hearing Aids
    Miho Ohsaki, Hideyuki Takagi
    International Conference on Soft Computing and Information/Intelligent Systems IIZUKA-1998, 849 - 852, Oct. 1998, English, Research paper (international conference proceedings)
  • Reduction of the Fatigue of Human Interactive EC Operators - Improvement of Present Interface by Prediction of Evaluation Order -
    Miho Ohsaki, Hideyuki Takagi
    Transactions of the Japanese Society for Artificial Intelligence, 13(5)712 - 719, Sep. 1998, Research paper (scientific journal)
  • An Input Method Using Discrete Fitness Values for Interactive GA
    Miho Ohsaki, Hideyuki Takagi, Kimiko Ohya
    Journal of Intelligent and Fuzzy Systems, IOS PRESS, 6(1)131 - 145, Sep. 1998, English, Research paper (scientific journal)
  • Methods to Reduce the Human Burden of Interactive Evolutionary Computation
    Miho Ohsaki, Hideyuki Takagi, Takeo Ingu
    Asian Fuzzy Systems Symposium AFSS-1998, 495 - 500, Jun. 1998, English, Research paper (international conference proceedings)
  • Temporal Resolution of Hearing - Detection of Temporal Gaps as a Function of Frequency Region and Auditory Temporal Processing Channels
    Miho Ohsaki, Takeshi Ohkawa, Takashi Tsumura
    Japanese Journal of Physiological Anthropology, 3(2)25 - 30, May 1998, Research paper (scientific journal)
  • Improvement of Input Interface for Interactive GA and its Evaluation
    Hideyuki Takagi, Kimiko Ohya, Miho Ohsaki
    Intenational Conference on Soft Computing and Information/Intelligent Systems IIZUKA-1996, 490 - 493, Sep. 1996, English, Research paper (international conference proceedings)

Misc

  • Ivan Tanev, Miho Ohsaki, Shigeru Katagiri
    Mar. 2016, Research paper, summary (national, other academic conference)
  • Modeling and Feature Extraction of Clinical Time Series Aiming at the Diagnosis Prediction of Chronic Hepatitis C
    Akifumi Miyazaki, Miho Ohsaki, Shigeru Katagiri
    Joint Symposium between Chonnam National University and Doshisha University, paper-no.PD14 , Oct. 2013, English, Research paper, summary (national, other academic conference)
  • Speech Pattern Classification using Minimum Classification Error Training Automatically Determining Loss Smoothness
    Tetsuya Hashimoto, Kensuke Ota, Junichi Tokuno, Shigeru Katagiri, Miho Ohsaki
    Joint Symposium between Chonnam National University and Doshisha University, paper-no.OA4 , Oct. 2013, English, Research paper, summary (national, other academic conference)
  • Evaluation of Remote Communication Environments Based on Psychological Experiments
    Rie Kotone, Miho Ohsaki, Shigeru Katagiri, Masato Torii
    Joint Symposium between Chonnam National University and Doshisha University, paper-no.DU7 , Aug. 2010, English, Research paper, summary (national, other academic conference)
  • Hearing Aid Fitting Based on Interactive Evolutionary Computation
    Miho Ohsaki, Hideyuki Takagi
    Joint Symposium between Chonnam National University and Doshisha University, paper-no.OC10 , Oct. 2008, English, Research paper, summary (national, other academic conference)
  • Development and Evaluation of an Integrated Time-Series KDD Environment - A Case Study of Medical KDD on Hepatitis -
    Miho Ohsaki, Hidenao Abe, Shinya Kitaguchi, Shunji Kume, Hideto Yokoi, Takahira Yamaguchi
    IPSJ SIG Technical Report, 2004-ICS-138129 - 134, Dec. 2004, English, Research paper, summary (national, other academic conference)
  • Rule Selection with Domain Knowledge from a Chronic Hepatitis Dataset
    Shinya Kitaguchi, Yoshinori Sato, Hideto Yokoi, Miho Ohsaki, Takahira Yamaguchi
    International Conference on Global Research and Education Inter-Academia2003, 275 - 280, Sep. 2003, English, Research paper, summary (national, other academic conference)
  • Rule Discovery based on Sequential Pattern Extraction from a Chronic Hepatitis Dataset
    Miho Ohsaki, Yoshinori Sato, Shinya Kitaguchi, Hideto Yokoi, Takahira Yamaguchi
    6th SANKEN(ISIR, Osaka University) International Symposium on New Trends in Knowledge Processing, Data mining, Semantic Web and Computational Science, 111 - 114, Mar. 2002, English, Research paper, summary (national, other academic conference)
  • A Rule Discovery Support System in Chronic Hepatitis Datasets
    Yoshinori Sato, Hiromitsu Hatazawa, Miho Ohsaki, Hideto Yokoi, Takahira Yamaguchi
    International Conference on Global Research and Education Inter-Academia2002, 144 - 147, Mar. 2002, English, Research paper, summary (national, other academic conference)
  • Development and Evaluation of an IEC Fitting System for Hearing Aids
    Miho Ohsaki, Shinich Sakamoto, Hideyuki Takagi
    International Congress on Acoustics ICA-2001, 5A-15-02 , Sep. 2001, English, Research paper, summary (international conference)
  • Evaluation and Analysis of IEC Fitting
    Shigekiyo Fujii, Hideyuki Takagi, Miho Ohsaki, Masahiro Watanabe, Shinichi Sakamoto
    Western Pacific Regional Acoustics Conference WESTPRAC VII, 369 - 372, Oct. 2000, English, Research paper, summary (international conference)
  • IEC Fitting: New Framework of Hearing Aid Fitting based on Computational Intelligence Technology and User's Preference for Hearing
    Hideyuki Takagi, Miho Ohsaki
    International Hearing Aid Research Conference IHCON-2000, PB9 , Aug. 2000, English, Research paper, summary (international conference)

Books etc

  • Mining Complex Data
    Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
    Springer, Nov. 2008, Joint author
  • Communications and Discoveries from Multidisciplinary Data
    Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Takahira Yamaguchi
    Springer, Aug. 2008, Joint author
  • Management Information and Internet
    Chuokeizai-Sha, Apr. 2003, Joint author
  • Genetic Algorithm 4
    Sangyo Tosho, Aug. 2000, Joint author

Research Grants & Projects

  • Development and Application of Co-nonlinearity Analysis Methods Leading to Novel Knowledge Awareness
    Ministry of Education, Culture, Sports, Science and Technology (MEXT), Grant-in-Aid for Scientific Research (C), 2021/04 -2024/03, Miho Ohsaki
  • Evolutionary Adaptive Motor Driver Support System: Driver-In-the-Loop
    Ministry of Education, Culture, Sports, Science and Technology (MEXT), Program for the Strategic Research Foundation at Private Universities, 2014/04 -2019/03, Kenya Sato
  • Development and Application of an Imbalanced Data Classifier
    Ministry of Education, Culture, Sports, Science and Technology (MEXT), Grant-in-Aid for Scientific Research (C), 2015/04 -2018/03, Miho Ohsaki
  • Knowledge Discovery in Multivariate Clinical Time Series based on Hierarchical Structure Modeling
    Ministry of Education, Culture, Sports, Science and Technology (MEXT), Grant-in-Aid for Scientific Research (C), 2011/04 -2014/03, Miho Ohsaki
  • Systematization and Generalization of Discriminative Training
    Ministry of Education, Culture, Sports, Science and Technology (MEXT), Grant-in-Aid for Scientific Research (B), 2007/04 -2010/03, Shigeru Katagiri
  • Development of a System Controls Objective Reliability and Subjective Interest for Supporting Knowledge Discovery in Databases
    Ministry of Education, Culture, Sports, Science and Technology (MEXT), Grant-in-Aid for Scientific Research (C), 2007/04 -2010/03, Miho Ohsaki
  • New Developments on Biomedical Engineering Research - Developments of Biomaterials and Systems of Welfare and Nursing
    Ministry of Education, Culture, Sports, Science and Technology (MEXT), Academic Frontier Promotion Program, 2005/04 -2010/03, Tsutao Katayama
  • A Knowledge Management System Based on the Integration of Ontologies and Data Mining
    Ministry of Education, Culture, Sports, Science and Technology (MEXT), Grant-in-Aid for Scientific Research (B), 2006/04 -2009/03, Takahira Yamaguchi
  • Development of a Hearing Aid Fitting System Adaptive to Individualities and Living Environments
    Japan Science and Technology Agency (JST), Comprehensive Support Programs for Creation of Regional Innovation, 2006/04 -2007/03, Miho Ohsaki
  • User Interface based on Rule Interestingness Measures for Knowledge Generation Support
    Ministry of Education, Culture, Sports, Science and Technology (MEXT), Grant-in-Aid for Young Scientists (B), 2005/04 -2007/03, Miho Ohsaki
  • Active Mining Based on Meta-Learning
    Ministry of Education, Culture, Sports, Science and Technology (MEXT), Grant-in-Aid for Scientific Research on Priority Areas, 2001/04 -2005/03, Takahira Yamaguchi
  • Development of an IEC Hearing Aid Fitting System and Proposal of a New Approach to Auditory Knowledge Discovery
    Ministry of Education, Culture, Sports, Science and Technology (MEXT), Grant-in-Aid for Encouragement of Scientists (A), 2000/04 -2002/03, Miho Ohsaki
  • Development of an Automatic Tuning System for Digital Hearing Aids and Analysis of Impaired Hearing based on Mapping between Physical and Psychological Parameters
    Japan Science Society (JSS), Sasakawa Scientific Research Grant, 1996/04 -1999/03, Miho Ohsaki