|
09:20-09:25 |
Opening Address (University of Aizu) ( 5 min. ) |
|
09:25-09:30 |
Opening Address (Special Interest Group on Machine Learning Systems Engineering, JSSST) ( 5 min. ) |
Fri, May 27 AM Applications and Evaluation of Machine Learning Chair: Masahide Nakamura (Kobe Univ.) 09:30 - 10:45 |
(1) |
09:30-09:55 |
Intrusion Detection Based on Machine Learning |
Ruei-Fong Hong, Qiangfu Zhao (UoA) |
(2) |
09:55-10:20 |
Considerations for Identifying Machine Learning Models |
Naoto Kiribuchi, Ryohei Suzuki, Nami Ashizawa (NTT), Tetsushi Ohki, Hiroshi Mineno, Masakatsu Nishigaki (Shizuoka Univ.) |
(3) |
10:20-10:45 |
Ion Implanter Monitoring Based on Machine Learning |
Yu-Ling Lin, Qiangfu Zhao (UoA) |
|
10:45-10:55 |
Break ( 10 min. ) |
Fri, May 27 AM Technical Elements of Service Computing, others Chair: Yoji Yamato (NTT) 10:55 - 11:45 |
(4) |
10:55-11:20 |
Improving data security by mapping data and storage relations for data management in large environment |
Avais Ahmad, Shinichi Hayashi, Satoshi Kaneko, Takashi Tameshige (Hitachi) |
(5) |
11:20-11:45 |
Developing a Secure Streaming System of Clinic Site for Medical Education |
Sinan Chen, Masahide Nakamura, Kenji Sekiguchi (Kobe Univ.) |
|
- |
Lunch Break |
Fri, May 27 PM Machine Learning and Knowledge Engineering Chair: Kosaku Kimura (Fujitsu Lab.) 13:00 - 13:50 |
(6) |
13:00-13:25 |
Constructing Knowledge for Machine Learning Projects Using Decision Process Model |
Hironori Takeuchi (Musashi Univ.), Shinpei Ogata (Shinshu Univ.), Haruhiko Kaiya (Kanagawa Univ.), Hiroyuki Nakagawa (Osaka Univ.) |
(7) |
13:25-13:50 |
Improvement of Performance of Question and Answering System using Ontology Generation |
Ayato Kuwana, Incheon Paik (UoA) |
|
13:50-14:00 |
Break ( 10 min. ) |
Fri, May 27 PM Invited Lecture Chair: Shinji Kikuchi (NIMS) 14:00 - 15:00 |
(8) |
14:00-15:00 |
(Tentative) Practical development of innovative solutions in AI and ML areas through running venture businesses
Aizu Computer Science Laboratories, Inc. CEO, Masayuki HISADA (Ph.D) |
Fri, May 27 PM Lightening Talk, Poster presentation Chair: Shinji Kikuchi (NIMS) 15:10 - 17:10 |
(9) |
15:10-15:13 |
[Poster Presentation]
A Transformer for Long Medical Documents |
Cherubin Mugisha, Incheon Paik (UoA) |
(10) |
15:13-15:16 |
[Poster Presentation]
Integrated system for large-scale harvesting and data curation: challenges and prospects |
Luca Foppiano, Tomoya Mato (MDG, MaDIS, NIMS), Pedro Baptista de Castro, Kensei Terashima, Yoshihiko Takano (NFMG, MANA, NIMS), Masashi Ishii (MDG, MaDIS, NIMS) |
(11) |
15:16-15:19 |
[Poster Presentation]
[Poster Presentation] An Experimental Study of Stable Periodic Patterns in Big Columnar Temporal Databases |
Dao Ngoc Hong, Paik Incheon, Rage Uday Kiran (UoA) |
(12) |
15:19-15:22 |
[Poster Presentation]
Local Patterns and Benefits to Improve the Performance of Vehicle Detection System Under Difficult Driving Conditions |
Nguyen Quang Tuyen, Incheon Paik (UoA) |
(13) |
15:22-15:25 |
[Poster Presentation]
Sentence Augmentation for Language Translation Using GPT-2 |
Ranto Sawai, Incheon Paik, Ayato Kuwana (UoA) |
(14) |
15:25-15:28 |
[Poster Presentation]
Improvement of Code Generation Performance on GPT-2 using Code Graph |
Daiki Sakuma, Jun-Wei Wang, Incheon Paik (Univ. of Aizu) |
(15) |
15:28-15:31 |
[Poster Presentation]
Improving the accuracy of machine translation of sentences including scientific terms |
Kaoru Kato, Paik Incheon (Aizu Univ.) |
(16) |
15:31-15:34 |
[Poster Presentation]
Performance Evaluation of Twitter Classification on Pre-Trained Model by Word Embeddings |
Haruki Kimura, Incheon Paik (UoA) |
(17) |
15:34-15:37 |
[Poster Presentation]
A Novel Chat-Bot using Ontology Based on GPT-2 |
Marika Kuwabara, Incheon Paik (UoA) |
(18) |
15:40-17:10 |
Panel discussion with posters on Event-In |
Fri, May 27 PM 17:10 - 18:50 |
|
17:10-17:15 |
Closing Address (Retirement greeting) ( 5 min. ) |
|
17:15-17:20 |
Closing Address (Inauguration greeting) ( 5 min. ) |
(19) |
17:20-18:50 |
Social gathering (Event-In, UoA) |