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Technical Committee on Service Computing (SC)
Chair: Shinji Kikuchi (NIMS) Vice Chair: Yoji Yamato (NTT), Kosaku Kimura (Fujitsu)
Secretary: Masahide Nakamura (Kobe Univ.), Shigeru Hosono (Tokyo Univ. of Tech.)
Assistant: Shin Tezuka (Hitachi), Takao Nakaguchi (KCGI)
DATE:
Fri, May 27, 2022 09:20 - 18:50
PLACE:
Online: https://eventin.space/e/jYvmaOyn9bcjmRqQneN6/register (Hybrid meeting at UoA was canceled)((Canceled) Aizu Wakamatsu, Fukushima-ken, 965-8580, JAPAN. See the follows;. https://u-aizu.ac.jp/en/access/)
TOPICS:
AI Service and Digital Transformation, and general topics
----- Opening Address (University of Aizu) ( 5 min. ) -----
----- Opening Address (Special Interest Group on Machine Learning Systems Engineering, JSSST) ( 5 min. ) -----
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Fri, May 27 AM Applications and Evaluation of Machine Learning (09:30 - 10:45)
Chair: Masahide Nakamura (Kobe Univ.)
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(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)
----- Break ( 10 min. ) -----
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Fri, May 27 AM Technical Elements of Service Computing, others (10:55 - 11:45)
Chair: Yoji Yamato (NTT)
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(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 -----
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Fri, May 27 PM Machine Learning and Knowledge Engineering (13:00 - 13:50)
Chair: Kosaku Kimura (Fujitsu Lab.)
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(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)
----- Break ( 10 min. ) -----
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Fri, May 27 PM Invited Lecture (14:00 - 15:00)
Chair: Shinji Kikuchi (NIMS)
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(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)
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Fri, May 27 PM Lightening Talk, Poster presentation (15:10 - 17:10)
Chair: Shinji Kikuchi (NIMS)
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(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
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Fri, May 27 PM (17:10 - 18:50)
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----- Closing Address (Retirement greeting) ( 5 min. ) -----
----- Closing Address (Inauguration greeting) ( 5 min. ) -----
(19) 17:20 - 18:50
Social gathering (Event-In, UoA)
# Information for speakers
General Talk will have 20 minutes for presentation and 5 minutes for discussion.
# CONFERENCE 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
# CONFERENCE 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
=== Technical Committee on Service Computing (SC) ===
# FUTURE SCHEDULE:
Fri, Aug 26, 2022: Held online [Fri, Jun 24], Topics: Service Computing and Interprise Technology Toward Sciety 5.0 and etc
# SECRETARY:
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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