Online edition: ISSN 2432-6380
[TOP] | [2015] | [2016] | [2017] | [2018] | [2019] | [2020] | [2021] | [Japanese] / [English]
IBISML2018-1
Active Level Set Estimation with Multi-fidelity Evaluations
Shion Takeno (Nitech), Hitoshi Fukuoka (Nagoya Univ.), Yuhki Tsukada (Nagoya Univ./JST), Toshiyuki Koyama (Nagoya Univ.), Motoki Shiga (Gifu Univ./JST/RIKEN), Ichiro Takeuchi (NITech/NIMS/RIKEN), Masayuki Karasuyama (NITech/NIMS/JST)
pp. 1 - 8
IBISML2018-2
Feature scaling in spectral classification of high dimensional data
Momo Matsuda, Keiichi Morikuni, Akira Imakura, Tetsuya Sakurai (Univ. Tsukuba)
pp. 9 - 14
IBISML2018-3
Post Clustering Inference, with Application to Single Cell Analysis
Shigenori Inoue, Yuta Umezu (NIT), Shouma Tsubota (Nagoya Univ.), Ichiro Takeuchi (NIT/RIKEN/NIMS)
pp. 15 - 22
IBISML2018-4
Selective Inference for Predictive Sequence Mining and Its Applications to Trajectory Data Analysis
Kazuya Nishi, Takuto Sakuma, Yuta Umezu, Shinsuke Kajioka, Ichiro Takeuchi (NIT)
pp. 23 - 29
IBISML2018-5
Variable Order Infinite Hidden Markov Models
Kei Uchiumi (Denso ITLab), Daichi Mochihashi (ISM)
pp. 31 - 38
IBISML2018-6
A supervised dimensionality reduction method using linear combinations of multiple eigenvectors
Akira Imakura, Momo Matsuda, Tetsuya Sakurai (Univ. Tsukuba)
pp. 39 - 45
IBISML2018-7
Semi-supervised Clustering for Detecting Unlabeled Class using CapsuleNet
Tomoki Fukuma, Fuijo Toriumi (Tokyo Univ.)
pp. 47 - 52
IBISML2018-8
Data Analysis for Market Places by Non-negative Matrix Factorization and MDL Criterion
Yosuke Arano (Kyushu Univ.), Yusuke Miyake (GMO Pepabo), Masanori Kawakita, Jun'ichi Takeuchi (Kyushu Univ.)
pp. 53 - 60
IBISML2018-9
A Study of Numerical Prediction of 2-hour Plasma Glucose Level during OGTT using Machine Learning
Katsutoshi Maeta, Yu Nishiyama (UEC), Kazutoshi Fujibayashi (JUN), Toshiaki Gunji, Noriko Sasabe, Kimiko Iijima (NTT Medical Center Tokyo), Toshio Naito (JUN)
pp. 61 - 66
IBISML2018-10
Current Dipole Localization from EEG with Birth-Death Process
Keita Nakamura (Waseda Univ.), Sho Sonoda (RIKEN), Hideitsu Hino (ISM), Masahiro Kawasaki (Univ. of Tsukuba), Shotaro Akaho (AIST), Noboru Murata (Waseda Univ.)
pp. 67 - 74
IBISML2018-11
3D Super Resolution Microscopy using Convolutional Neural Network
Masaru Tanaka (Waseda Univ.), Hideitsu Hino (ISM), Shigeyuki Namiki, Daisuke Asanuma, Kenzo Hirose (The Univ. of Tokyo), Noboru Murata (Waseda Univ.)
pp. 75 - 80
IBISML2018-12
Enumeration of Distinct Support Vectors for Model Selection
Kentaro Kanamori (Hokaido Univ.), Satoshi Hara (Osaka Univ.), Masakazu Ishihata (NTT), Hiroki Arimura (Hokaido Univ.)
pp. 81 - 88
Note: Each article is a technical report without peer review, and its polished version will be published elsewhere.