IEICE Technical Report

Online edition: ISSN 2432-6380

Service Computing

Workshop Date : 2022-05-27 / Issue Date : 2022-05-20

SC2022-1
Intrusion Detection Based on Machine Learning
Ruei-Fong Hong, Qiangfu Zhao (UoA)
pp. 1 - 6

SC2022-2
Considerations for Identifying Machine Learning Models
Naoto Kiribuchi, Ryohei Suzuki, Nami Ashizawa (NTT), Tetsushi Ohki, Hiroshi Mineno, Masakatsu Nishigaki (Shizuoka Univ.)
pp. 7 - 12

SC2022-3
Ion Implanter Monitoring Based on Machine Learning
Yu-Ling Lin, Qiangfu Zhao (UoA)
pp. 13 - 18

SC2022-4
Improving data security by mapping data and storage relations for data management in large environment
Avais Ahmad, Shinichi Hayashi, Satoshi Kaneko, Takashi Tameshige (Hitachi)
pp. 19 - 24

SC2022-5
Developing a Secure Streaming System of Clinic Site for Medical Education
Sinan Chen, Masahide Nakamura, Kenji Sekiguchi (Kobe Univ.)
pp. 25 - 30

SC2022-6
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.)
pp. 31 - 36

SC2022-7
Improvement of Performance of Question and Answering System using Ontology Generation
Ayato Kuwana, Incheon Paik (UoA)
pp. 37 - 42

SC2022-8
[Poster Presentation] A Transformer for Long Medical Documents
Cherubin Mugisha, Incheon Paik (UoA)
pp. 43 - 53

SC2022-9
[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)
p. 54

SC2022-10
[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)
pp. 55 - 60

SC2022-11
[Poster Presentation] Local Patterns and Benefits to Improve the Performance of Vehicle Detection System Under Difficult Driving Conditions
Nguyen Quang Tuyen, Incheon Paik (UoA)
pp. 61 - 71

SC2022-12
[Poster Presentation] Sentence Augmentation for Language Translation Using GPT-2
Ranto Sawai, Incheon Paik, Ayato Kuwana (UoA)
pp. 72 - 76

SC2022-13
[Poster Presentation] Improvement of Code Generation Performance on GPT-2 using Code Graph
Daiki Sakuma, Jun-Wei Wang, Incheon Paik (Univ. of Aizu)
pp. 77 - 82

SC2022-14
[Poster Presentation] Improving the accuracy of machine translation of sentences including scientific terms
Kaoru Kato, Paik Incheon (Aizu Univ.)
pp. 83 - 87

SC2022-15
[Poster Presentation] Performance Evaluation of Twitter Classification on Pre-Trained Model by Word Embeddings
Haruki Kimura, Incheon Paik (UoA)
pp. 88 - 92

SC2022-16
[Poster Presentation] A Novel Chat-Bot using Ontology Based on GPT-2
Marika Kuwabara, Incheon Paik (UoA)
pp. 93 - 98

Note: Each article is a technical report without peer review, and its polished version will be published elsewhere.

The Institute of Electronics, Information and Communication Engineers (IEICE), Japan