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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
 Results 1 - 20 of 72  /  [Next]  
Committee Date Time Place Paper Title / Authors Abstract Paper #
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
NS, IN
(Joint)
2024-02-29
11:35
Okinawa Okinawa Convention Center Real-time Application Identification Scheme and Evaluation Method Using Machine Learning
Tatsuhiro Ou, Kenji Kanai, Akihiro Nakao (Tokyo Univ.) NS2023-189
With the diversification of mobile applications, the implementation of priority control that meets the communication req... [more] NS2023-189
pp.103-108
RECONF, VLD 2024-01-30
14:50
Kanagawa AIRBIC Meeting Room 1-4
(Primary: On-site, Secondary: Online)
FPGA-Accelerated Random Forest for Real-Time IoT Intrusion Detection
Qingyu Zeng, Yuko Hara (Tokyo Tech) VLD2023-97 RECONF2023-100
The rapid proliferation of the Internet of Things (IoT) has heightened cyber security concerns, necessitating efficient ... [more] VLD2023-97 RECONF2023-100
pp.99-104
MI, MICT 2023-11-14
10:50
Fukuoka   A Study on How to Classify Paralytic Strabismus Based on Ocular Motility Photographs
Takeshi Noda, Koh Kakusho, Takeshi Okadome (Kwansei Gakuin Univ.), Yoichi Okita, Akiko Kimura, Fumi Gomi (Hyogo Medical Univ.) MICT2023-27 MI2023-20
In this paper, we discuss how to obtain the types of paralytic strabismus from ocular motility photographs of the patien... [more] MICT2023-27 MI2023-20
pp.9-12
RISING
(3rd)
2023-10-31
10:45
Hokkaido Kaderu 2・7 (Sapporo) [Poster Presentation] Real-time Application Identification Scheme and Evaluation Method Using Machine Learning
Tatsuhiro Ou, Kenji Kanai, Akihiro Nakao (Tokyo Univ.)
With the diversification of mobile applications, the implementation of priority control that meets the communication requ... [more]
SANE 2023-05-23
11:40
Kanagawa Information Technology R & D Center, MITSUBISHI Electric Corp.
(Primary: On-site, Secondary: Online)
NDVI prediction with SAR data using time series features
Raiki Kudo (UTokyo), Seiseke Fukuda (JAXA) SANE2023-7
The Normalized Difference Vegetation Index (NDVI) is used to determine the growth of crops, the condition of cultivated ... [more] SANE2023-7
pp.36-41
IN, NS
(Joint)
2023-03-03
11:40
Okinawa Okinawa Convention Centre + Online
(Primary: On-site, Secondary: Online)
Real-time application identification method for mobile networks using machine learning
Tatsuhiro Ou, Akihiro Nakao (Tokyo Univ.) NS2022-232
With the diversification of mobile applications, the implementation of priority control that meets the communication requ... [more] NS2022-232
pp.372-377
SRW, SeMI, CNR
(Joint)
2022-11-24
12:30
Tochigi Epinard Nasu
(Primary: On-site, Secondary: Online)
A Comprehensive System for Social Robot Detection Using RoBERTa Classifier and Random Forest Regressor with Similarity Analysis
Yeyang Chen, Mondher Bouazizi, Tomoaki Ohtsuki (Keio Univ.) SeMI2022-51
As one of the most popular social media platforms, Twitter has skyrocketed over the past few years. At the same time, th... [more] SeMI2022-51
pp.12-17
RISING
(3rd)
2022-10-31
14:00
Kyoto Kyoto Terrsa (Day 1), and Online (Day 2, 3) [Poster Presentation] Proposal of Traffic Collection and System Operation Schemes for Real-time Application Identification
Tatsuhiro Ou, Norihiro Fukumoto, Akihiro Nakao (Tokyo Univ.)
With the diversification of mobile applications, the need to identify the application names of traffic is increasing for ... [more]
IBISML 2022-09-15
14:00
Kanagawa Keio Univ. (Yagami Campus)
(Primary: On-site, Secondary: Online)
Interpretable Model Combining statements and DNN
Ryo Okuda, Yuya Yoshikawa (STAIR) IBISML2022-36
In this study, we propose a method that achieves both interpretability of Decision Tree and the prediction accuracy of D... [more] IBISML2022-36
pp.25-30
IT 2022-07-22
10:50
Okayama Okayama University of Science
(Primary: On-site, Secondary: Online)
A study on deep learning-based cyber attack detection
Ruei-Fong Hong, Qiangfu Zhao (UoA), Shih-Cheng Horng (CYUT) IT2022-22
Cyberattack is a broad term for cybercrime that includes any deliberate attack on a computer device, network or infrastr... [more] IT2022-22
pp.36-41
LOIS 2022-03-03
17:05
Online Online A Study of Features for Estimating Attitude of Participation in Discussion from Audio and Video
Tsubasa Kanaoka, Sunao Hara, Masanobu Abe (Okayama Univ.) LOIS2021-49
The purpose of this report is to detect students who have poor engagement in class discussions.
In this paper, we recor... [more]
LOIS2021-49
pp.57-62
NLP, MICT, MBE, NC
(Joint) [detail]
2022-01-21
14:05
Online Online Verification of gender identifiability and its sensitivity from heart rate data in Allstar heart rate variability big data analysis
Itaru Kaneko, Emi Yuda (Tohoku Univ.) NLP2021-85 MICT2021-60 MBE2021-46
We have verified the analysis of Allstar heart rate big data (big data of heart rate that we are analyzing). This time, ... [more] NLP2021-85 MICT2021-60 MBE2021-46
pp.50-53
HCGSYMPO
(2nd)
2021-12-15
- 2021-12-17
Online Online Estimation and Classification of Short Video Viewers' Emotions by Random Forest Using Bio-signals
Ryuichi Inoue, Mutsumi Suganuma, Wataru Kameyama (Waseda Univ.)
The authors have been conducting a research of video viewers’ emotion estimation by machine learning using bio-signals t... [more]
R 2021-07-17
14:25
Online Virtual Refined Ensemble Learning Algorithms for Software Bug Prediction -- Metaheuristic Approach --
Keisuke Fukuda, Tadashi Dohi, Hiroyuki Okamura (Hiroshima Univ.) R2021-19
In this paper, we propose to apply three metaheuristic algorithms; latin hypercube sampling, ABC (artificial
bee colon... [more]
R2021-19
pp.18-23
LOIS, IPSJ-SPT, IPSJ-CN 2021-05-10
15:05
Online Online Branch Analysis of the Random Forest for Recognition of Car Motion Sickness from Eyesight Features
Shohta Okuyama, Jun Toyotani, Yuto Omae (NU) LOIS2021-5
Some people who get motion sickness only when they are riding without driving. One of the causes of motion sickness in t... [more] LOIS2021-5
pp.25-30
NC, MBE
(Joint)
2021-03-04
15:50
Online Online A prediction of disease levels using ocular information during Dementia tests
Wioletta Nowak (Wroclaw Univ. of S&T), Minoru Nakayama (Tokyo Tech), Elzbieta Trypka (Wroclaw Medical Univ.), Anna Zarowska (Wroclaw Univ. of S&T) MBE2020-50
Ocular information was observed during a dementia test for three subject’s groups: Alzheimer’s Disease (AD) patients, mi... [more] MBE2020-50
pp.48-51
ICSS, IPSJ-SPT 2021-03-02
11:05
Online Online Accuracy evaluation of CNNs and random forests with Malware API call sequences
Shugo Asai, Futa Yuichi (TUT) ICSS2020-58
In this paper, we compare the accuracy of the results of classifying each malware family by Random Forest and CNN using ... [more] ICSS2020-58
pp.190-194
IE, ITS, ITE-MMS, ITE-ME, ITE-AIT [detail] 2021-02-19
16:50
Online Online [Special Talk] Improving Efficiency of Hammering Inspection of Subway Tunnels based on Analyzing Inspection Data
Motoki Oyama, Yuki Wakuda, Maiku Abe (Hokkaido Univ.), Yukihiro Ishikawa, Yuki Enokidani, Daisuke Tanaka, Hideaki Yamaguchi (Tokyo Metro)
In this study, we aimed at optimizing the operation of the upper floor hammering sound inspection of the subway tunnel, ... [more]
MICT, MI 2020-11-04
15:00
Online Online Frequency Analysis of Bio-vibration Data based on Difference of Results Learned by Random Forests between SAS/non-SAS Subjects
Iko Nakari, Keiki Takadama (UEC) MICT2020-17 MI2020-43
This paper described a frequency analysis of bio-vibration data obtained from mat sensor with sleep apnea syndrome (SAS... [more] MICT2020-17 MI2020-43
pp.48-53
 Results 1 - 20 of 72  /  [Next]  
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