Mon, Jun 28 PM Deep Learning, Matrix Factorization
Chair: Kazuyoshi Yoshii (Kyoto Univ.)
13:00 - 14:40 |
(1)
IBISML |
13:00-13:25 |
Nonparametric Bayesian Deep Visualization  NC2021-1 IBISML2021-1 |
Haruya Ishizuka (Bridgestone Corp.), Daichi Mochihashi (ISM) |
(2)
IBISML |
13:25-13:50 |
Training Neural ODE by Symplectic Integrator NC2021-2 IBISML2021-2 |
Takashi Matsubara, Yuto Miyatake (Osaka Univ.), Takaharu Yaguchi (Kobe Univ.) |
(3)
IBISML |
13:50-14:15 |
Simplification of Average Consensus Algorithm in Distributed HALS Algorithm for NMF NC2021-3 IBISML2021-3 |
Keiju Hayashi, Tsuyoshi Migita, Norikazu Takahashi (Okayama Univ.) |
(4)
IBISML |
14:15-14:40 |
Modification of Optimization Problem in Randomized NMF and Design of Optimization Method based on HALS Algorithm NC2021-4 IBISML2021-4 |
Takao Masuda, Tsuyoshi Migita, Norikazu Takahashi (Okayama Univ.) |
| |
14:40-14:55 |
Break ( 15 min. ) |
Mon, Jun 28 PM Self-driving, Learning Theory
Chair: Kohei Hatano (Kyushu Univ.)
14:55 - 16:35 |
(5)
IBISML |
14:55-15:20 |
Development of Automatic Driving Methods for Moving Bodies Based on the Just-In-time Control Method NC2021-5 IBISML2021-5 |
Tatsuya Kai (Tokyo Univ. of Science), Ryouhei Kakurai (TOTO LTD.), Kazuki Fukawa, Shouichi Miyagaitsu (Tokyo Univ. of Science) |
(6)
IBISML |
15:20-15:45 |
Predictive Graph Mining using Graphs with Interval Attributes NC2021-6 IBISML2021-6 |
Hinata Asahi, Masayuki Karasuyama (NIT) |
(7)
IBISML |
15:45-16:10 |
Active learning for distributionally robust chance-constrained optimization NC2021-7 IBISML2021-7 |
Yu Inatsu, Shion Takeno, Masayuki Karasuyama (Nitech), Ichiro Takeuchi (Nitech/RIKEN) |
(8)
IBISML |
16:10-16:35 |
More Powerful and General Selective Inference for Stepwise Feature Selection using Homotopy Method NC2021-8 IBISML2021-8 |
Kazuya Sugiyama (Nitech), Vo Nguyen Le Duy, Ichiro Takeuchi (Nitech/RIKEN) |
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16:35-16:50 |
Break ( 15 min. ) |
Mon, Jun 28 PM Learning Theory
Chair: Daichi Mochihashi (ISM)
16:50 - 18:05 |
(9)
IBISML |
16:50-17:15 |
Constellation of time dependent data using information geometry NC2021-9 IBISML2021-9 |
Taiki Sugiura, Takuma Fuse (Recruit), Noboru Murata (Waseda Univ.) |
(10)
IBISML |
17:15-17:40 |
Non-approximate Inference for Collective Graphical Models on Path Graphs via Discrete Difference of Convex Algorithm NC2021-10 IBISML2021-10 |
Yasunori Akagi, Naoki Marumo, Hideaki Kim, Takeshi Kurashima, Hiroyuki Toda (NTT) |
(11)
IBISML |
17:40-18:05 |
Translation Dose Not Contain Meaning
-- Translation is Physical Layer Phenomenon -- NC2021-11 IBISML2021-11 |
Kumon Tokumaru (Writer) |
Tue, Jun 29 AM Mathematical Modeling and Problem Solving
Chair: Masakazu Sekijima (Tokyo Insti. of Tech.)
10:30 - 11:35 |
| (12) |
10:30-10:45 |
[MPS] クラウドソーシングを用いた字幕作成の性能評価
○目良 侃太郎・杉村 太一・小板 隆浩（同志社大） |
| (13) |
10:45-11:10 |
[MPS] 大規模不均衡データに対する2段階無作為抽出法の提案
○田川 聖治（近畿大） |
| (14) |
11:10-11:35 |
[MPS] 沖縄市の保護者向け子育て支援アプリ「サポートまるわかり」の開発と実証実験
○吉田 裕行・杉浦 伊織・島袋 鈴菜（琉球大）・宜志冨 知恵子（大学コンソーシアム沖縄）・本村 真・宮田 龍太（琉球大） |
| |
11:35-13:30 |
Lunch Break ( 115 min. ) |
Tue, Jun 29 PM Neurocomputing
Chair: Eiji Uchibe (ATR)
13:30 - 16:15 |
(15)
NC |
13:30-13:55 |
A system which gives prediction only when prediction is judged possible NC2021-12 IBISML2021-12 |
Rina Moromizato, Akari Takamine, Koji Kurata (Ryukyu Univ.) |
(16)
NC |
13:55-14:20 |
Proposal of an Analysis Method for fNIRS Using Machine Learning NC2021-13 IBISML2021-13 |
Reiji Ohkuma, Yuto Kurihara, Rieko Osu (Waseda Univ.) |
(17)
NC |
14:20-14:45 |
Investigation of pretext task for a classification model of human interaction motion NC2021-14 IBISML2021-14 |
Kenshiro Ata, Yusuke Nishimura (Osaka Univ.), Yuya Okadome, Yutaka Nakamura (RIKEN GRP), Hiroshi Ishiguro (Osaka Univ.) |
| |
14:45-15:00 |
Break ( 15 min. ) |
(18)
NC |
15:00-15:25 |
Development of a generative model for motion pair of two faces during interaction NC2021-15 IBISML2021-15 |
Shota Takashiro (Osaka Univ.), Yutaka Nakamura, Yuya Okadome (GRP), Yusuke Nishimura (.Osaka Univ), Hiroshi Ishiguro (Osaka Univ) |
(19)
NC |
15:25-15:50 |
A finite state markov-chain approximation of the intermittent control model during human quiet standing using a finite element analysis of stochastic hybrid dynamical system NC2021-16 IBISML2021-16 |
Yasuyuki Suzuki, Keigo Togame, Akihiro Nakamura, Taishin Nomura (Osaka Univ) |
(20)
NC |
15:50-16:15 |
Consideration of the effects of the basal ganglia activity and past experience on the choice behavior in rats using partial information decomposition NC2021-17 IBISML2021-17 |
Iori Sugiura, Tsukasa Irei (Univ. Ryukyus), Kenji Doya (OIST), Koji Kurata, Ryota Miyata (Univ. Ryukyus) |
Wed, Jun 30 AM Bioinformatics (1)
Chair: Takeshi Obayashi (Tohoku Univ.)
10:00 - 11:40 |
| (21) |
10:00-10:25 |
[BIO] Method for Evaluating Motor Synchronization and Short-Term Motor Memory Based on Forearm Synchronization Process to Sinusoidal Motion Visual Stimulus
○Kyota Aoki (Freelance), Kenji Niijima (Niijima Internal Medicine Clinic), Tsutomu Yoshioka (Soft CDC corp.) |
| (22) |
10:25-10:50 |
[BIO] Stoichiometric metabolic network structure as a snapshot of the state of formation and utilization of metabolite molecules in elementary flux mode type pathway
○Jun Ohta (Okayama Univ.) |
| (23) |
10:50-11:15 |
[BIO] 順序ロジスティック回帰を用いた外傷性脊髄損傷患者の機能回復予測
○Ayaka Egashira, Miho Funamoto (Kyushu Institute of Technology), Yuto Ariji, Ryosuke Ideta (Spinal Injuries Center), Hiroyuki Kurata (Kyushu Institute of Technology), Hiroaki Sakai (Spinal Injuries Center) |
| (24) |
11:15-11:40 |
[BIO] Development of metagenomic sequence clustering method using Dirichlet Process Gaussian Mixture Model
○Kentaro Yazaki, Takashi Abe (Niigata Univ.) |
| |
11:40-13:30 |
Lunch Break ( 110 min. ) |
Wed, Jun 30 PM Bioinformatics (2)
Chair: Hiroyuki Kurata (Kyushu Institute of Technology)
13:30 - 14:45 |
| (25) |
13:30-13:55 |
[BIO] シングルセル遺伝子発現プロファイル解析へのテンソル分解を用いた教師なし学習による変数選択法の応用
○Y-h. Taguchi (Chuo Univ.), Turki Turki (King Abdulaziz Univ.) |
| (26) |
13:55-14:20 |
[BIO] Estimation of Metabolic Effects of Cadmium Exposure during Pregnancy by Tensor Decomposition
○Yuki Amakura, Y-h. Taguchi (Chuo Univ.) |
| (27) |
14:20-14:45 |
[BIO] Identification of Enhancers and Promoters in the Genome by Multi-Dimensional Scaling
○Ryo Ishibashi, Y-h. Taguchi (Chuo Univ.) |
| |
14:45-15:00 |
Break ( 15 min. ) |
Wed, Jun 30 PM Bioinformatics (3)
Chair: Y-h. Taguchi (Chuo Univ.)
15:00 - 15:45 |
| (28) |
15:00-15:15 |
[BIO] Improving the prediction accuracy of Emergent Large Vessel Occlusion (ELVO) by machine learning and improving the usability of the application
○Takaharu Sato (Advanced Institute of Industrial Technology), Masazumi Hayashi (Hosei Univ.), Yuki Kiyomoto, Keigo Shigeta (National Hospital Organization Disaster Medical Center), Shoji Matsumoto (Fujita Health University), Hiroshi Koyama (Advanced Institute of Industrial Technology) |
| (29) |
15:15-15:30 |
[BIO] 遺伝子共発現の評価における発現レベル依存性
○Takeshi Obayashi (Tohoku Univ.) |
| (30) |
15:30-15:45 |
[BIO] PCAUFEを用いたCOVID-19と 他の肺疾患を区別する遺伝子の特定
○Mamoru Shimo (Univ. of the Ryukyus), Kota Fujisawa (Tokyo Institute of Technology), Y-h. Taguchi (Chuo Univ.), Shinya Ikematsu (National Institute of Technology, Okinawa College), Ryota Miyata (Univ. of the Ryukyus) |
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