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| Chair |
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Shinji Kikuchi (NIMS) |
| Vice Chair |
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Yoji Yamato (NTT), Kosaku Kimura (Fujitsu) |
| Secretary |
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Masahide Nakamura (Kobe Univ.), Shigeru Hosono (Tokyo Univ. of Tech.) |
| Assistant |
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Shin Tezuka (Hitachi), Takao Nakaguchi (KCGI) |
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| Conference Date |
Fri, May 27, 2022 09:20 - 18:50 |
| Topics |
AI Service and Digital Transformation, and general topics |
| Conference Place |
Online: https://eventin.space/e/jYvmaOyn9bcjmRqQneN6/register (Hybrid meeting at UoA was canceled) |
| Address |
(Canceled) Aizu Wakamatsu, Fukushima-ken, 965-8580, JAPAN |
| Transportation Guide |
See the follows;
https://u-aizu.ac.jp/en/access/ |
| Sponsors |
Co-Organizer: Special Interest Group on Machine Learning Systems Engineering, Japan Society for Software Science and Technology (JSSST), Correlated organization: IEEE Sendai Section, IEIE Japan Branch
|
| Announcement |
This is a hybrid meeting at University of Aizu with Event-In. If you join this, please register your information from the follows; https://eventin.space/e/jYvmaOyn9bcjmRqQneN6/register |
Copyright
and
reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
| Registration Fee |
This workshop will be held as the IEICE workshop in fully electronic publishing. Registration fee will be necessary except the speakers and participants other than the participants to workshop(s) in non-electronic publishing. See the registration fee page. We request the registration fee or presentation fee to participants who will attend the workshop(s) on SC. |
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09:20-09:25 |
Opening Address (University of Aizu) ( 5 min. ) |
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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  SC2022-1 |
Ruei-Fong Hong, Qiangfu Zhao (UoA) |
| (2) |
09:55-10:20 |
Considerations for Identifying Machine Learning Models SC2022-2 |
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 SC2022-3 |
Yu-Ling Lin, Qiangfu Zhao (UoA) |
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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 SC2022-4 |
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 SC2022-5 |
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 SC2022-6 |
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 SC2022-7 |
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 SC2022-8 |
Cherubin Mugisha, Incheon Paik (UoA) |
| (10) |
15:13-15:16 |
[Poster Presentation]
Integrated system for large-scale harvesting and data curation: challenges and prospects SC2022-9 |
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 SC2022-10 |
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 SC2022-11 |
Nguyen Quang Tuyen, Incheon Paik (UoA) |
| (13) |
15:22-15:25 |
[Poster Presentation]
Sentence Augmentation for Language Translation Using GPT-2 SC2022-12 |
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 SC2022-13 |
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 SC2022-14 |
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 SC2022-15 |
Haruki Kimura, Incheon Paik (UoA) |
| (17) |
15:34-15:37 |
[Poster Presentation]
A Novel Chat-Bot using Ontology Based on GPT-2 SC2022-16 |
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. ) |
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17:15-17:20 |
Closing Address (Inauguration greeting) ( 5 min. ) |
| (19) |
17:20-18:50 |
Social gathering (Event-In, UoA) |
| Announcement for Speakers |
| General Talk | Each speech will have 20 minutes for presentation and 5 minutes for discussion. |
| Contact Address and Latest Schedule Information |
| SC |
Technical Committee on Service Computing (SC) [Latest Schedule]
|
| Contact Address |
Prof. Incheon Paik paikic [at]u-aizu.ac.jp, Dr. Shinji KIKUCHI (NIMS) KIKUCHI.Shinji [at]nims.go.jp, |
Last modified: 2022-05-26 13:12:04
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