Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
IBISML, NC, IPSJ-BIO, IPSJ-MPS [detail] |
2024-06-20 16:30 |
Okinawa |
OIST |
Performance Evaluation of Quantized MLP-Mixer Ryo Kumagai, Shu Takemoto, Yusuke Nozaki, Masaya Yoshikawa (Meijo Univ.) |
(To be available after the conference date) [more] |
|
IBISML, NC, IPSJ-BIO, IPSJ-MPS [detail] |
2024-06-21 11:45 |
Okinawa |
OIST |
Analysis of optimal model selection methods for a variety of datasets Arashi Ogata, Kazuki Oikawa (NTT) |
(To be available after the conference date) [more] |
|
CPSY, DC, RECONF, IPSJ-ARC [detail] |
2024-06-11 10:45 |
Yamanashi |
Isawa View Hotel (Primary: On-site, Secondary: Online) |
Fault classification and prediction of AI accelerators based on activation maximization Ma Shanmou, Kazuteru Namba (Chiba Univ.) |
(To be available after the conference date) [more] |
|
QIT (2nd) |
2024-05-28 13:00 |
Ibaraki |
AIST Tsukuba |
[Poster Presentation]
Analysis of interaction networks of qubits and quantum feature maps in a quantum machine learning model Aoi Hayashi (SOKENDAI/OIST/NII), Akitada Sakurai, William J. Munro (OIST), Kae Nemoto (OIST/NII) |
In this presentation, we introduce our investigations about the relation between learning performance of a quantum machi... [more] |
|
SR |
2024-05-21 12:50 |
Kagoshima |
Yokacenter (Kagoshima) (Primary: On-site, Secondary: Online) |
[Invited Talk]
A Study on Utilization of Machine Learning in Effective Use of Frequency Resources Teruji Ide (N I T, Kagoshima College) SR2024-17 |
Nowadays the Fifth-Generation Mobile communications system (5G) and the other mobile communications systems have spread ... [more] |
SR2024-17 p.70 |
ICSS, IPSJ-SPT |
2024-03-21 16:10 |
Okinawa |
OIST (Primary: On-site, Secondary: Online) |
Considerations on Differential Privacy Mechanisms in MNIST Naoki Kawahara, Pengxuan Wei, Ryunosuke Higashi, Kenta Okada, Tatsuhiro Yamatsuki, Atsuko Miyaji (Osaka Univ.) ICSS2023-79 |
In recent years, data utilization technologies, including machine learning, have been steadily advancing. One means of p... [more] |
ICSS2023-79 pp.71-78 |
WIT, IPSJ-AAC |
2024-03-18 10:25 |
Ibaraki |
Tsukuba University of Technology (Primary: On-site, Secondary: Online) |
AR Onomatopoeia Teaching System that Interactively Displays Onomatopoeia by Environmental Sound Recognition Yuito Arisumi, Yutaro Hirao, Monica Perusquia-Hernandez (NAIST), Naoya Isoyama (Otsuma Women's University), Hideaki Uchiyama, Kiyoshi Kiyokawa (NAIST) WIT2023-40 |
In recent years, due to the increase in foreign residents and the expansion of social participation among people with he... [more] |
WIT2023-40 pp.7-12 |
RCC, ISEC, IT, WBS |
2024-03-13 - 2024-03-14 |
Osaka |
Osaka Univ. (Suita Campus) |
Comparison of accuracy of classification methods using machine learning for imaged malware Kenta Usui, Hiroki Tanioka, Masahiko Sano, Kenji Matsuura, Tetsushi Ueta (Tokushima Univ.) IT2023-114 ISEC2023-113 WBS2023-102 RCC2023-96 |
In recent years, the damage caused by malware has become more serious, and the increase in the number of variants of exi... [more] |
IT2023-114 ISEC2023-113 WBS2023-102 RCC2023-96 pp.254-258 |
RCC, ISEC, IT, WBS |
2024-03-13 - 2024-03-14 |
Osaka |
Osaka Univ. (Suita Campus) |
Improving The Classification Accuracy of Imaged Malware through Data Expansion Kaoru Yokobori, Hiroki Tanioka, Masahiko Sano, Kenji Matsuura, Tetsushi Ueta (Tokushima Univ.) IT2023-115 ISEC2023-114 WBS2023-103 RCC2023-97 |
Although malware-based attacks have existed for years,
malware infections increased in 2019 and 2020.
One of the reaso... [more] |
IT2023-115 ISEC2023-114 WBS2023-103 RCC2023-97 pp.259-264 |
LOIS |
2024-03-14 14:05 |
Okinawa |
Okinawa Pref Danjyo-Kyoudou-Sankaku Center (Primary: On-site, Secondary: Online) |
Classification Method for Blockchain Addresses Considering Address Clusterings Tomohiro Ojika, Shin Morishima (Toyama Prefectural Univ) LOIS2023-65 |
Blockchain is widely used for multiple applications because of its different features from existing finance, but due to ... [more] |
LOIS2023-65 pp.102-107 |
IE, MVE, CQ, IMQ (Joint) [detail] |
2024-03-15 13:30 |
Okinawa |
Okinawa Sangyo Shien Center (Primary: On-site, Secondary: Online) |
Study on Leftovers Prediction from Food Images Yuita Arum Sari, Atsushi Nakazawa (Okayama University) IMQ2023-86 IE2023-141 MVE2023-115 |
Leftover analysis is a valuable tool used by dietitians and nutritionists to assess a patient's calorie intake in health... [more] |
IMQ2023-86 IE2023-141 MVE2023-115 pp.390-395 |
MI |
2024-03-03 09:41 |
Okinawa |
OKINAWAKEN SEINENKAIKAN (Primary: On-site, Secondary: Online) |
A preliminary study on deep causal discovery model for image classification Ryohei Motoda, Megumi Nakao (Kyoto Univ.) MI2023-33 |
Although saliency map used in image classification can visualize the regions correlated with predicted class, it cannot ... [more] |
MI2023-33 pp.11-14 |
PRMU, IBISML, IPSJ-CVIM |
2024-03-03 16:30 |
Hiroshima |
Hiroshima Univ. Higashi-Hiroshima campus (Primary: On-site, Secondary: Online) |
Assessment of the Utility of Tumor Location Information in MR Image Classification Tsukasa Nishinakagawa, Yoshinari Takeishi, Jun'ichi Takeuchi (Kyushu Univ.) IBISML2023-43 |
MRI, or magnetic resonance imaging, is a medical imaging technique widely used in various healthcare settings. It utiliz... [more] |
IBISML2023-43 pp.21-28 |
MI |
2024-03-03 16:42 |
Okinawa |
OKINAWAKEN SEINENKAIKAN (Primary: On-site, Secondary: Online) |
[Short Paper]
Using Label Uncertainty for Learning Cell Nuclei Type Classifier with Strongly Noisy Supervised Signals Shingo Koide, Mauricio Kugler, Tatsuya Yokota (NIT), Koichi Ohshima, Hiroaki Miyoshi, Miharu Nagaishi (Kurume Univ.), Noriaki Hashimoto (RIKEN), Ichiro Takeuchi (Nagoya Univ.), Hidekata Hontani (NIT) MI2023-57 |
In this study, we construct a type classifier for cell nuclei of malignant lymphomas. Labelling by type is not easy, eve... [more] |
MI2023-57 pp.79-80 |
SIP, SP, EA, IPSJ-SLP [detail] |
2024-02-29 16:25 |
Okinawa |
(Primary: On-site, Secondary: Online) |
Development of the mental disorder estimation model using voice Kaho Kato, Akihiko Takashima, Kei Kikuiri, Takeshi Yoshimura (NTT docomo) EA2023-74 SIP2023-121 SP2023-56 |
It is known that early dealing with psychological stress prevents the mental disorder such as depression from developing... [more] |
EA2023-74 SIP2023-121 SP2023-56 pp.79-84 |
SIP, SP, EA, IPSJ-SLP [detail] |
2024-02-29 15:10 |
Okinawa |
(Primary: On-site, Secondary: Online) |
Lightweight and Interpretable Deep Learning Model for EEG-Based Sleep Stage Classification Aozora Ito, Toshihisa Tanaka (TUAT) EA2023-82 SIP2023-129 SP2023-64 |
Sleep scoring by experts is necessary for diagnosing sleep disorders. EEG is one of the essential physiological data for... [more] |
EA2023-82 SIP2023-129 SP2023-64 pp.127-132 |
SIP, SP, EA, IPSJ-SLP [detail] |
2024-03-01 14:25 |
Okinawa |
(Primary: On-site, Secondary: Online) |
[Invited Talk]
Getting Started With Environmental Sound Analysis and Synthesis Keisuke Imoto (Doshisha Univ.) EA2023-118 SIP2023-165 SP2023-100 |
With the development of machine learning techniques and improvements in computing power, audio analysis and synthesis te... [more] |
EA2023-118 SIP2023-165 SP2023-100 p.333 |
NS, IN (Joint) |
2024-02-29 11:10 |
Okinawa |
Okinawa Convention Center |
An unsupervised online learning-based traffic classification and anomaly detection method for 5G-IIoT systems Yuxuan Shi, Qianqian Pan, Akihiro Nakao (U Tokyo) NS2023-188 |
In the context of Society 5.0, the evolution of the Internet of Things (IoT) and its ever growing demands of massive Mac... [more] |
NS2023-188 pp.96-102 |
IA |
2024-01-25 16:10 |
Tokyo |
Kwansei Gakuin Univiversity, Marunouchi Campus (Primary: On-site, Secondary: Online) |
[Poster Presentation]
Router Security Assessment Using CAPEC Vulnerability Assessment Criteria Yu-Chaing Wang, Tai-Ying Chiu, Bor-Yao Tseng, Bagus Tri Atmaja, Jiann-Liang Chen, Shih-Ping Chiu (NTUST), Jian-Chang Hsu (ITRI) IA2023-62 |
Our research addresses the nexus of router performance and security in contemporary cyberinfrastructure. Routers, pivota... [more] |
IA2023-62 pp.30-36 |
CQ, CBE (Joint) |
2024-01-26 13:40 |
Kumamoto |
Kurokawa-Onsen (Primary: On-site, Secondary: Online) |
Image analysis technology for estimating the optimum tomato harvest timing and developed AI camera Yasuhiro Okabe, Takefumi Hiraguri, Keita Endo, Naoki Yamada (NIT) CQ2023-66 |
If it were possible to mechanically estimate when tomatoes should be harvested timing, it would make harvesting easier f... [more] |
CQ2023-66 pp.76-81 |