Soh Yoshida

Profile Information

Affiliation: Associate Professor, Faculty of Engineering ScienceDepartment of Electrical and Electronic Engineering, Kansai University

Degree: 博士（情報科学）(北海道大学)(Mar, 2016)

Researcher number: 70780584
J-GLOBAL ID: 201801001410740006
researchmap Member ID: B000330637

External link: https://wps.itc.kansai-u.ac.jp/s-yos

Research Interests

Research Areas

Research History

Apr, 2023 - Present

Faculty of Engineering Science, Kansai University
Apr, 2016 - Mar, 2023

Faculty of Engineering Science, Kansai University

Education

Apr, 2014 - Mar, 2016

Graduate School, Division of Information Science, Hokkaido University
Apr, 2012 - Mar, 2014

Graduate School, Division of Information Science, Hokkaido University
Apr, 2008 - Mar, 2012

Department of Electronics and Information Engineering, Faculty of Engineering, Hokkaido University

Committee Memberships

Jun, 2024 - Present

専門委員, スマートインフォメディアシステム研究専門委員会
Jun, 2022 - Jun, 2024

幹事, スマートインフォメディアシステム研究専門委員会
Jun, 2020 - Jun, 2024

編集委員, 電子情報通信学会英文論文誌Ａ編集委員会
Dec, 2021 - Mar, 2024

英文論文誌小特集編集委員会編集幹事, 電子情報通信学会
Jun, 2020 - Jun, 2022

幹事補佐, スマートインフォメディアシステム研究専門委員会
Jun, 2019 - May, 2020

専門委員, スマートインフォメディアシステム研究専門委員会
Jun, 2017 - May, 2020

専門委員, ディジタル信号処理システム最適化技術調査専門委員会

Awards

Sep, 2024

基礎・境界ソサイエティ貢献賞（研究専門委員会運営）, 電子情報通信学会
Mar, 2023

若手研究優秀賞, 電子情報通信学会スマートインフォメディアシステム研究会

曽我茅冬, 吉田壮, 棟安実治
Oct, 2022

IEEE GCCE 2022 Excellent Poster Award IEEE Consumer Electronics Society, Propagation-Based Fake News Detection Using a Combination of Different Content Features, IEEE GCCE 2022

Kayato Soga, Soh Yoshida, Mitsuji Muneyasu
Mar, 2022

若手研究優秀賞, 電子情報通信学会スマートインフォメディアシステム研究会

東本良太, 吉田壮, 棟安実治
Mar, 2019

若手研究優秀賞, 電子情報通信学会スマートインフォメディアシステム研究会
Oct, 2018

IEEE GCCE 2018 Excellent Poster Award, IEEE Consumer Electronics Society

Takamasa Fujii, Soh Yoshida, Mitsuji Muneyasu
Mar, 2017

学術奨励賞, 電子情報通信学会
Feb, 2016

若手奨励賞, 電子情報通信学会
Dec, 2015

優秀研究発表賞, 映像情報メディア学会
Mar, 2014

学生員奨励賞, 電子情報通信学会

Papers

Joint Modeling of Prediction and Behavioral Patterns for Reliable Recommendation With Implicit Feedback

Takuto Sugiyama, Soh Yoshida, Mitsuji Muneyasu

IEEE Access, 13 49788-49800, Mar, 2025 Peer-reviewedCorresponding author
Embedding Learning with Relational Heterogeneous Information in Social Network Posts to Detect Malicious Behavior

Ryo YOSHIDA, Soh YOSHIDA, Mitsuji MUNEYASU

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E108.A(3) 295-303, Mar, 2025 Peer-reviewedCorresponding author
Aesthetic Evaluation of Chinese Calligraphy Using TabNet: Interpretability and Novel Features for Improved Accuracy

Soh YOSHIDA, Nozomi YATOH, Mitsuji MUNEYASU

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E108.A(3) 357-361, Mar, 2025 Peer-reviewedLead authorCorresponding author
Application of Adversarial Training in the Detection of Calcification Regions from Dental Panoramic Radiographs

Sei TAKANO, Mitsuji MUNEYASU, Soh YOSHIDA, Akira ASANO, Nanae DEWAKE, Nobuo YOSHINARI, Keiichi UCHIDA

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, Mar, 2025 Peer-reviewed
Dynamic Graph Convolutional Network with Time Series-Aware Structural Feature Extraction for Fake News Detection

Tomoki Abe, Soh Yoshida, Mitsuji Muneyasu

ITE Transactions on Media Technology and Applications, 13(1) 106-118, Jan, 2025 Peer-reviewedCorresponding author
Enhancing Robustness to Noisy Labels by Explicit Disentanglement of Similar Classes in Feature Space using Contrastive Learning

Reo Fukunaga, Soh Yoshida, Ryota Higashimoto, Mitsuji Muneyasu

ITE Transactions on Media Technology and Applications, 13(1) 91-105, Jan, 2025 Peer-reviewedCorresponding author
DRGNN: Disentangled representation graph neural network for diverse category-level recommendations

Takuto Sugiyama, Soh Yoshida, Mitsuji Muneyasu

Pattern Recognition Letters, 186 78-84, Oct, 2024 Peer-reviewedCorresponding author
Graph-Based Interpretability for Fake News Detection through Topic- and Propagation-Aware Visualization

Kayato Soga, Soh Yoshida, Mitsuji Muneyasu

Computation, 12(4) 82-82, Apr 15, 2024 Peer-reviewedCorresponding author
ConfidentMix: Confidence-Guided Mixup for Learning With Noisy Labels

Ryota Higashimoto, Soh Yoshida, Mitsuji Muneyasu

IEEE Access, 12 58519-58531, Apr, 2024 Peer-reviewedCorresponding author
CRAS: Curriculum Regularization and Adaptive Semi-Supervised Learning with Noisy Labels

Ryota Higashimoto, Soh Yoshida, Mitsuji Muneyasu

Applied Sciences, 14(3) 1208-1208, Jan 31, 2024 Peer-reviewedCorresponding author
Exploiting stance similarity and graph neural networks for fake news detection

Kayato Soga, Soh Yoshida, Mitsuji Muneyasu

Pattern Recognition Letters, 177 26-32, Jan, 2024 Peer-reviewedCorresponding author
Unbiased Pseudo-Labeling for Learning with Noisy Labels

Ryota HIGASHIMOTO, Soh YOSHIDA, Takashi HORIHATA, Mitsuji MUNEYASU

IEICE Transactions on Information and Systems, E107.D(1) 44-48, Jan 1, 2024 Peer-reviewedCorresponding author
U-Net Architecture for Ancient Handwritten Chinese Character Detection in Han Dynasty Wooden Slips

Hojun SHIMOYAMA, Soh YOSHIDA, Takao FUJITA, Mitsuji MUNEYASU

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E106.A(11) 1406-1415, Nov 1, 2023 Peer-reviewedCorresponding author
New Performance Evaluation Method for Data Embedding Techniques for Printed Images Using Mobile Devices Based on a GAN

Masahiro YASUDA, Soh YOSHIDA, Mitsuji MUNEYASU

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E106.A(3) 481-485, Mar 1, 2023 Peer-reviewed
Training Robust Deep Neural Networks on Noisy Labels Using Adaptive Sample Selection with Disagreement

Hiroshi Takeda, Soh Yoshida, Mitsuji Muneyasu

IEEE Access, 9 141131-141143, Oct, 2021 Peer-reviewedCorresponding author
Heterogeneous-Graph-Based Video Search Reranking Using Topic Relevance.

Soh Yoshida, Mitsuji Muneyasu, Takahiro Ogawa, Miki Haseyama

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., Vol.E103-A(No.12) 1529-1540, Dec, 2020 Peer-reviewedLead author
Image Regularization with Total Variation and Optimized Morphological Gradient Priors

Shoya OOHARA, Mitsuji MUNEYASU, Soh YOSHIDA, Makoto NAKASHIZUKA

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E102.A(12) 1920-1924, Dec 1, 2019 Peer-reviewed
Video Search Reranking with Relevance Feedback Using Visual and Textual Similarities

Takamasa FUJII, Soh YOSHIDA, Mitsuji MUNEYASU

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E102.A(12) 1900-1909, Dec 1, 2019 Peer-reviewedCorresponding author
Graph-Based Video Search Reranking with Local and Global Consistency Analysis

Soh Yoshida, Takahiro Ogawa, Miki Haseyama, Mitsuji Muneyasu

IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E101D(5) 1430-1440, May, 2018 Peer-reviewedLead author
Data Extraction Method from Printed Images with Different Formats

MUNEYASU Mitsuji, JINDA Nayuta, MORITANI Yuuya, YOSHIDA Soh

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, vol. E100-A, no.11, pp. 2355-2(11) 2355-2357, 2017 Peer-reviewed

Misc.

Data Detection from Images on Curved Surfaces in Data Embedding to Printed Images using Auxiliary Lines

Keigo Nishimoto, Mitsuji Muneyasu, Soh Yoshida

2024 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), 1-5, Dec 10, 2024 Peer-reviewed
Improved Multi-task Learning for Detection of Calcification Regions in Dental Panoramic Radiographs

Kazuki Iwasaki, Taito Murano, Mitsuji Muneyasu, Soh Yoshida, Akira Asano, Nanae Dewake, Nobuo Yoshinari, Keiichi Uchida

2024 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), 1-5, Dec 10, 2024 Peer-reviewed
Improvement of Detection Accuracy for Calcification Regions in Dental Panoramic Radiographs Using LVAT

Naoki Ikeda, Sei Takano, Mitsuji Muneyasu, Soh Yoshida, Akira Asano, Nanae Dewake, Nobuo Yoshinari, Keiichi Uchida

2024 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), 1-5, Dec 10, 2024 Peer-reviewed
Learning Region-specific Features and Matching Distributions Across Regions in Geographical Domain Adaptation

124(288) 19-24, Nov 28, 2024 Corresponding author
Two-stage Diversified Recommendation using Communities in Social Media

124(288) 13-18, Nov 28, 2024
Noise-robust Recommender System Based on Training Sample Confidence

124(288) 7-12, Nov 28, 2024 Corresponding author
Harmful Post Detection on Social Networks using a Graph Neural Network with Multi-aspect Analysis

124(288) 1-6, Nov 28, 2024 Corresponding author
Diversified User Recommendation to Avoid Filter Bubbles in Social Media Communities

Hiroki Fujiwara, Soh Yoshida, Mitsuji Muneyasu

2024 IEEE 13th Global Conference on Consumer Electronics (GCCE), 16-18, Oct 29, 2024 Peer-reviewedCorresponding author
Improving Fake News Detection through Time-Series-Aware Structural Feature Extraction in Dynamic Graph Convolutional Networks

Tomoki Abe, Soh Yoshida, Mitsuji Muneyasu

2024 IEEE 13th Global Conference on Consumer Electronics (GCCE), 12-15, Oct 29, 2024 Peer-reviewedCorresponding author
Learning with Noisy Labels for Image Classification

Soh YOSHIDA

IEICE ESS Fundamentals Review, 18(2) 147-157, Oct 1, 2024 Lead authorCorresponding author
Diversified Recommendation Using Graph Neural Networks Invariant to User-level Category Preference

Takuto Sugiyama, Soh Yoshida, Mitsuji Muneyasu

2023 IEEE 12th Global Conference on Consumer Electronics (GCCE), 1079-1081, Oct 10, 2023 Peer-reviewedCorresponding author
Confirmation Bias-Aware Fake News Detection with Graph Transformer Networks

Kayato Soga, Soh Yoshida, Mitsuji Muneyasu

2023 IEEE 12th Global Conference on Consumer Electronics (GCCE), 1077-1078, Oct 10, 2023 Peer-reviewedCorresponding author
Flexible Framework to Provide Explainability for Fake News Detection Methods on Social Media

Hayato Matsumoto, Soh Yoshida, Mitsuji Muneyasu

2022 IEEE 11th Global Conference on Consumer Electronics, Oct 19, 2022
A Robust Learning Framework Using Self-Supervised Learning for Learning With Noisy Labels

Ryota Higashimoto, Soh Yoshida, Mitsuhu Muneyasu

2022 IEEE 11th Global Conference on Consumer Electronics, Oct 19, 2022
Propagation-Based Fake News Detection Using a Combination of Different Content Features

Kayato Soga, Soh Yoshida, Mitsuji Muneyasu

2022 IEEE 11th Global Conference on Consumer Electronics, Oct 19, 2022
学習初期の正則化と加重損失を用いたラベルノイズに頑健な半教師あり学習

東本良太, 吉田壮, 棟安実治

IEICE スマートインフォメディアシステム研究会, Oct 14, 2022
Method of Extracting Data from Images on a Curved Surface in Data Embedding to Printed Images Using Mobile Devices

F. Kotegawa, M. Muneyasu, S. Yoshida

Nov, 2021
Propagation-Based Fake News Detection Using Graph Neural Networks with Transformer

H. Matsumoto, S. Yoshida, M. Muneyasu

Oct 12, 2021
New Method of Detecting Calcification Regions in Dental Panoramic Radiographs Based on U-PraNet

Oct, 2021
Detection of Calcification Regions from Dental Panoramic Radiographs Based on Semantic Segmentation Using Deep Learning

T. Murano, M. Muneyasu, S. Yoshida, K. Chamnongthai, A. Asano, K. Uchida, N. Dewake, Y. Ishioka, N. Yoshinari

2021 International Workshop on Smart Info-Media Systems in Asia, Sep, 2021

Professional Memberships

Research Projects

Social media recommendation considering the diversity of values

Grants-in-Aid for Scientific Research, Grant-in-Aid for Early-Career Scientists, Japan Society for the Promotion of Science, Apr, 2022 - Mar, 2026
Development of a Data Retrieval Method with Wide Availability Based on Images by Data Embedding and Image Identification

Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C), Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2020 - Mar, 2023
中国出土木簡の書体分析の基礎的研究

科学研究費助成事業基盤研究(C), 基盤研究(C), 日本学術振興会, Apr, 2019 - Mar, 2023

藤田高夫, 吉田壮
異なる価値観を融合する検索基盤の創成

戦略的創造研究推進事業(ACT-X), 科学技術振興機構, Nov, 2020 - Mar, 2022
機械工具入札会における画像特徴ベクトル検索システムの構築

令和2年度中小企業組合等課題対応支援事業, 中小企業庁, 2020 - 2021

堀川和義
Data retrieval from real environment applicable to augmented reality using projected images by a projector

Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C), Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2017 - Mar, 2020

MUNEYASU Mitsuji
Development of methods for video corpus construction and time series annotation for video scene retrieval

Grants-in-Aid for Scientific Research Grant-in-Aid for Young Scientists (B), Grant-in-Aid for Young Scientists (B), Japan Society for the Promotion of Science, Apr, 2017 - Mar, 2020

Yoshida Soh
河川管理を支援するCCTV映像自動解析技術に関する研究

国土交通省河川砂防技術研究開発公募地域課題分野（河川）, 2017 - 2019

小川貴弘

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Education

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Awards

Papers

Misc.

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