Tue, Mar 10 PM Machine Learning 13:00 - 14:15 |
(1) |
13:00-13:25 |
EM Algorithm for Mixture Models in Shape Analysis |
Kazunori Iwata (Hiroshima City Univ.) |
(2) |
13:25-13:50 |
Principal Component Analysis Based on the Mode Estimation |
Keishi Sando (Univ. of Tsukuba), Hideitsu Hino (ISM/RIKEN) |
(3) |
13:50-14:15 |
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14:15-14:25 |
Break ( 10 min. ) |
Tue, Mar 10 PM Detection and Prediction 14:25 - 15:15 |
(4) |
14:25-14:50 |
An Ensemble Learning for Change Point Detection in Concept Drift |
Khai Q. Tran, Masahiro Matsunaga (SECOM) |
(5) |
14:50-15:15 |
Electrical Power Demand Forecast of an Outdoor Sport Facility Using Binary Tree and Multiple Regression |
Masayuki Nishiyama, Ryohei Funaki, Junichi Murata (Kyushu Univ.) |
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15:15-15:25 |
Break ( 10 min. ) |
Tue, Mar 10 PM Personal Authentication 15:25 - 16:15 |
(6) |
15:25-15:50 |
Multi-modal Personal Authentication System Using CNN with Voice and Aerial Signature |
Shogo Takaoka, Takeshi Yoshida, Takuya Kitamura (NIT, Toyama College) |
(7) |
15:50-16:15 |
Improvement of Personal Authentication by Aerial Signature |
Takeshi Yoshida, Takuya Kitamura (NITT) |
Wed, Mar 11 AM Graph Structure 09:20 - 10:35 |
(8) |
09:20-09:45 |
Subspace Representation for Graphs |
Junki Ishikawa, Hiroaki Shiokawa, Kazuhiro Fukui (Tsukuba Univ.) |
(9) |
09:45-10:10 |
Knowledge Graph Completion by Separating Transition and Score Functions |
Kenta Hama, Takashi Matsubara, Kuniaki Uehara (Kobe Univ.) |
(10) |
10:10-10:35 |
Sentence Visualization Based on Relative Sentence Embeddings |
Haruya Ishizuka (Bridgestone Corp.), Daichi Mochihashi (ISM) |
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10:35-10:45 |
Break ( 10 min. ) |
Wed, Mar 11 AM Visualization and Classification 10:45 - 14:00 |
(11) |
10:45-11:10 |
Calibrated Surrogate Maximization of Linear-Fractional Utility in Binary Classification |
Han Bao (Univ. of Tokyo/RIKEN), Masashi Sugiyama (RIKEN/Univ. of Tokyo) |
(12) |
11:10-11:35 |
Multi-cross Hinge Loss for Unbalanced Multi-class Classification |
Shumpei Kurora (Wakayama Univ), Hirotaka Hachiya (Wakayama Univ/RIKEN), Udai Shimada (MRI), Naonori Ueda (RIKEN) |
(13) |
11:35-12:00 |
Pre-training for Action Classification Task Using Video Frame Prediction Task |
Hidemoto Nakada, Hideki Asoh (AIST) |
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12:00-13:00 |
Lunch Break ( 60 min. ) |
(14) |
13:00-14:00 |
Reports on International Conferences |
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14:00-14:10 |
Break ( 10 min. ) |
Wed, Mar 11 PM Machine Learning 14:10 - 15:00 |
(15) |
14:10-14:35 |
Accuracy of Brain Tumor Detection and Classification Based on Under Sampled k-Space Signals |
Tania Sultana, Sho Kurosaki, Yutaka Jitsumatsu, Junichi Takeuchi (Kyushu Univ.) |
(16) |
14:35-15:00 |
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15:00-15:10 |
Break ( 10 min. ) |
Wed, Mar 11 PM Machine Learning 15:10 - 16:00 |
(17) |
15:10-15:35 |
Fairness Causes Vulnerability to Adversarial Attacks |
Koki Wataoka, Takashi Matsubara, Kuniaki Uehara (Kobe Univ.) |
(18) |
15:35-16:00 |
Regret analysis of Thompson sampling using a general beta prior |
Yuto Kawamura, Toshiyuki Tanaka (Kyoto Univ.) |