北村 拓也

Initialization Method of Batch Uniformization Auto Encoder by Principal Component Analysis. 

SSCI 1-6 2021年  査読有り責任著者

Semi-Hard Margin Support Vector Machines for Personal Authentication with an Aerial Signature Motion. 

Artificial Neural Networks and Machine Learning - ICANN 2021 - 30th International Conference on Artificial Neural Networks 333-344 2021年  査読有り最終著者責任著者

Fast Sparse Least Squares Support Vector Machines by Block Addition. 

Advances in Neural Networks - ISNN 2017 - 14th International Symposium, ISNN 2017, Sapporo, Hakodate, and Muroran 60-70 2017年  査読有り最終著者責任著者

Sparse Extreme Learning Machine Classifier Using Empirical Feature Mapping 

ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2016, PT I 9886 486-493 2016年  査読有り筆頭著者責任著者

カテゴリ別特徴抽出による高速スパース最小自乗サポートベクトルマシン 

情報処理学会論文誌 数理モデルと応用 8(1) 7-17 2015年3月  査読有り筆頭著者責任著者

Sparse LS-SVM in the Sorted Empirical Feature Space for Pattern Classification 

NEURAL INFORMATION PROCESSING, PT I 9489 549-556 2015年  査読有り筆頭著者責任著者

Improved Multi-class Support Vector Machines Using Novel Methods of Model Selection and Feature Extraction. 

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 8227(2) 299-306 2013年  査読有り筆頭著者責任著者

A Novel Method of Sparse Least Squares Support Vector Machines in Class Empirical Feature Space 

NEURAL INFORMATION PROCESSING, ICONIP 2012, PT II 7664 475-482 2012年  査読有り筆頭著者責任著者

Multiple nonlinear subspace methods using subspace-based support vector machines 

Proceedings - 10th International Conference on Machine Learning and Applications, ICMLA 2011 1 358-363 2011年  査読有り筆頭著者責任著者

標本部分空間法に基づくサポートベクトルマシンの開発 

情報処理学会論文誌 数理モデルと応用 3(3) 12-23 2010年10月  査読有り筆頭著者

Feature Selection and Fast Training of Subspace Based Support Vector Machines 

2010 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS IJCNN 2010 1-6 2010年  査読有り筆頭著者

Feature Extraction Using Support Vector Machines 

NEURAL INFORMATION PROCESSING: MODELS AND APPLICATIONS, PT II 6444 108-115 2010年  査読有り

Subspace-Based L2 Support Vector Machines. 

Austr. J. Intelligent Information Processing Systems 12(3) 2010年  査読有り筆頭著者

Subspace-based support vector machines for pattern classification 

NEURAL NETWORKS 22(5-6) 558-567 2009年7月  査読有り筆頭著者責任著者

Subspace Based Linear Programming Support Vector Machines 

IJCNN: 2009 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1- 6 1268-+ 2009年  査読有り

Subspace Based Least Squares Support Vector Machines for Pattern Classification 

IJCNN: 2009 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1- 6 1275-+ 2009年  査読有り筆頭著者