大崎 美穂

Development of Evaluation System for Cerebral Artery Occlusion in Emergency Medical Services: Noninvasive Measurement and Utilization of Pulse Waves 

Scientific Reports DOI: https://doi.org/10.1038/s41598-023-30229-3 2023年3月  査読有り

Experiment to Investigate Awareness of Tastes for Users in Interactive Evolutionary Computation 

Joint International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems SCIS&ISIS-2022 DOI: 10.1109/SCISISIS55246.2022.10002067 2022年11月  査読有り

Evaluation of the Neural-network-based Method to Discover Sets and Representatives of Nonlinearly Dependent Variables 

IEEE International Conference on Cybernetics CYBCONF-2021 DOI: 10.1109/CYBCONF51991.2021.9464151 2021年6月  査読有り筆頭著者

An Improved Boundary Uncertainty-Based Estimation for Classifier Evaluation 

Journal of Signal Processing Systems DOI: 10.1007/s11265-021-01671-1 2021年6月  査読有り

Genetic Algorithms Using Neural Network Regression and Group Lasso for Dynamic Selection of Crossover Operators 

International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems SCIS&ISIS-2020 DOI: 10.1109/SCISISIS50064.2020.9322697 DOI: 10.1109/SCISISIS50064.2020.9322697 2020年12月  査読有り

勾配方向ヒストグラム特徴量とマハラノビス距離分類器を用いた医療記録の身体部位図認識 

医療情報学 39(6) 275-290 2020年6月  査読有り筆頭著者

Minimum Classification Error Training with Speech Synthesis-based Regularization for Speech Recognition 

ACM International Conference on Signal Processing and Machine Learning SPML-2019 DOI: 10.1145/3372806.3372819 2019年11月  査読有り

Maximum Bayes Boundary-ness Training for Pattern Classification 

ACM International Conference on Signal Processing and Machine Learning SPML-2019 DOI: 10.1145/3372806.3372817 2019年11月  査読有り

A Practical Method Based on Bayes Boundary-Ness for Optimal Classifier Parameter Status Selection 

Journal of Signal Processing Systems DOI: 10.1007/s11265 2019年5月  査読有り

Improvement for Boundary-Uncertainty-Based Classifier Parameter Status Selection Method 

IEEE International Conference on Computational Electromagnetics ICCEM-2019 DOI: 10.1109/COMPEM.2019.8779090 2019年3月  査読有り

Optimal Classifier Parameter Status Selection Based on Bayes Boundary-ness for Multi-ProtoType and Multi-Layer Perceptron Classifiers 

IUKM-2019, Lecture Notes in Computer Science LNCS, Springer 11471 295-307 2019年3月  査読有り

Body Part Diagram Recognition in Medical Records: Application of the Histograms of Oriented Gradients and the Mahalanobis-distance-based Classifier 

International Conference on Soft Computing and Intelligent Systems and International Symposium on Advanced Intelligent Systems SCIS&ISIS-2018 1254-1259 2018年12月  査読有り筆頭著者

Discovery of Sets and Representatives of Variables in Co-nonlinear Relationships by Neural Network Regression and Group Lasso 

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 2018年12月  査読有り筆頭著者

Optimal Classifier Model Status Selection Using Bayes Boundary Uncertainty 

IEEE International Workshop on Machine Learning for Signal Processing MLSP-2018 DOI: 10.1109/MLSP.2018.8516976 2018年9月  査読有り

可変長時系列パターン分類のための大幾何マージン最小分類誤り学習法の提案とその実験的評価 

情報処理学会論文誌 59(4) 1295-1308 2018年4月  査読有り

Compact Kernel Classifiers Trained with Minimum Classification Error Criterion 

IEEE International Workshop on Machine Learning for Signal Processing MLSP-2017 DOI: 10.1109/MLSP.2017.8168184 2017年12月  査読有り