Social and physical sensor fusion mining infrastructure to understand behavioral intentions

• Project/Area Number: 18H03340
• Research Category: Grant-in-Aid for Scientific Research (B)
• Allocation Type: Single-year Grants
• Section: 一般
• Review Section: Basic Section 62020:Web informatics and service informatics-related
• Research Institution: The University of Electro-Communications
• Principal Investigator: Ohsuga Akihiko 電気通信大学, 大学院情報理工学研究科, 教授 (90393842)
• Co-Investigator(Kenkyū-buntansha): 清 雄一 電気通信大学, 大学院情報理工学研究科, 准教授 (20700157) ; 吉岡 信和 早稲田大学, 理工学術院, 上級研究員(研究院教授) (20390601) ; 鄭 顕志 早稲田大学, 理工学術院, 准教授(任期付) (40434295)
• Project Period (FY): 2018-04-01 – 2022-03-31
• Project Status: Completed (Fiscal Year 2021)
• Budget Amount: ¥17,160,000 (Direct Cost: ¥13,200,000、Indirect Cost: ¥3,960,000); Fiscal Year 2021: ¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000); Fiscal Year 2020: ¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000); Fiscal Year 2019: ¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000); Fiscal Year 2018: ¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
• Keywords: マイニング基盤 / IoT / ソーシャルデータ / 推薦システム / オープンデータ

Outline of Final Research Achievements

The results of this research are as follows. (1) Development of an algorithm to remove universal patterns and noise from anonymized data, (2) Development of a hierarchical deep learning algorithm that considers the granularity and accuracy of input values for individual social data, (3) Construction of heterogeneous Linked Data to link anonymized physical data and social data that are likely to be information of the same person. (4) Extraction of actions that increase or decrease the likelihood of goal attainment based on goal-directed actions, and (5) Development of an example application that recommends optimal actions based on social media data and physical sensor data.

Academic Significance and Societal Importance of the Research Achievements

本研究では、匿名加工された物理センサデータとソーシャルデータを融合させることで行動の意図をリアルタイムに把握し、次に行うべき最適な行動を導出するミドルウェアを開発した。本提案ミドルウェアにより、目的地までのナビゲーション、災害時の避難行動サポート等、人々の状況に応じて提供されるあらゆるサービスの品質向上に寄与し、便利かつ安心・安全な社会実現に貢献できる。

Research Products

• [Journal Article] Codewords Detection in Microblogs Focusing on Differences in Word Use Between Two Corpora (2022)
  • Author(s): 羽田拓朗，清雄一，田原康之，大須賀昭彦
  • Journal Title: IEEJ Transactions on Electronics, Information and Systems Volume: 142 Issue: 2 Pages: 177-189
  • DOI: 10.1541/ieejeiss.142.177
  • NAID: 130008150278
  • ISSN: 0385-4221, 1348-8155
  • Year and Date: 2022-02-01
  • Peer Reviewed / Open Access
• [Journal Article] 組込みシステム向け障害解析環境の効率改善 (2022)
  • Author(s): 長野岳彦, 小口琢夫，吉岡信和，田原康之，大須賀昭彦
  • Journal Title: 情報処理学会論文誌：コンシューマ・デバイス＆システム Volume: Vol.12, No.2
  • Peer Reviewed
• [Journal Article] Step-by-Step Acquisition of Cooperative Behavior in Soccer Task (2022)
  • Author(s): Takashi Abe, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara, and Akihiko Ohsuga
  • Journal Title: Journal of Advances in Information Technology Volume: Vol.13, No.2 Issue: 2 Pages: 147-154
  • DOI: 10.12720/jait.13.2.147-154
  • Peer Reviewed / Open Access
• [Journal Article] Detecting Vicious Cycles in Urban Problem Knowledge Graph using Inference Rules (2022)
  • Author(s): Shusaku Egami, Takahiro Kawamura, Kouji Kozaki, Akihiko Ohsuga
  • Journal Title: Data Intelligence Volume: Vol.4, No.1 Issue: 1 Pages: 88-111
  • DOI: 10.1162/dint_a_00113
  • Peer Reviewed / Open Access
• [Journal Article] Private True Data Mining: Differential Privacy Featuring Errors to Manage Internet-of-Things Data (2022)
  • Author(s): Yuichi Sei and Akihiko Ohsuga
  • Journal Title: IEEE Access Volume: Vol.10 Pages: 8738-8757
  • DOI: 10.1109/access.2022.3143813
  • Peer Reviewed / Open Access
• [Journal Article] Campus Ontology-Based Correlation Detection Among Heterogeneous Data Sets (2021)
  • Author(s): 塚越雄登，江上周作，清雄一，田原康之，大須賀昭彦
  • Journal Title: IEEJ Transactions on Electronics, Information and Systems Volume: 141 Issue: 11 Pages: 1222-1233
  • DOI: 10.1541/ieejeiss.141.1222
  • NAID: 130008110208
  • ISSN: 0385-4221, 1348-8155
  • Year and Date: 2021-11-01
  • Peer Reviewed / Open Access
• [Journal Article] Sender Reputation Construction Method Using Sender Authentication Technologies (2021)
  • Author(s): 櫻庭秀次, 依田みなみ, 清雄一, 田原康之, 大須賀昭彦
  • Journal Title: 情報処理学会論文誌 Volume: 62 Issue: 5 Pages: 1173-1183
  • DOI: 10.20729/00211077
  • NAID: 120007164893
  • Year and Date: 2021-05-15
  • Peer Reviewed / Open Access
• [Journal Article] The design of secure IoT applications using patterns: State of the art and directions for research (2021)
  • Author(s): Eduardo B. Fernandez, Hironori Washizaki, Nobukazu Yoshioka, Takao Okubo
  • Journal Title: Internet of Things Volume: 15 Pages: 1-25
  • DOI: 10.1016/j.iot.2021.100408
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Tracing CVE Vulnerability Information to CAPEC Attack Patterns Using Natural Language Processing Techniques (2021)
  • Author(s): Kenta Kanakogi, Hironori Washizaki, Yoshiaki Fukazawa, Shinpei Ogata, Takao Okubo, Takehisa Kato, Hideyuki Kanuka, Atsuo Hazeyama, Nobukazu Yoshioka
  • Journal Title: Information Volume: 12(8) Issue: 8 Pages: 1-15
  • DOI: 10.3390/info12080298
  • Peer Reviewed / Open Access
• [Journal Article] A Countermeasure Method Using Poisonous Data Against Poisoning Attacks on IoT Machine (2021)
  • Author(s): Tomoki Chiba, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
  • Journal Title: International Journal of Semantic Computing Volume: Vol.15, No.2 Issue: 02 Pages: 215-240
  • DOI: 10.1142/s1793351x21400043
  • Peer Reviewed / Open Access
• [Journal Article] Computed Tomography Image Reconstruction using Stacked U-Net (2021)
  • Author(s): Satoru Mizusawa, Yuichi Sei, Ryohei Orihara and Akihiko Ohsuga
  • Journal Title: Computerized Medical Imaging and Graphics Volume: Vol.90, No.101920 Pages: 1-10
  • DOI: 10.1016/j.compmedimag.2021.101920
  • Peer Reviewed
• [Journal Article] An Efficient Clustering-Based Anonymization Scheme for Privacy-Preserving Data Collection in IoT based Healthcare Services (2021)
  • Author(s): J. Andrew Onesimu, J. Karthikeyan, Yuichi Sei
  • Journal Title: Peer-to-Peer Networking and Applications Volume: - Issue: 3 Pages: 1629-1649
  • DOI: 10.1007/s12083-021-01077-7
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Count Estimation with A Low-Accuracy Machine Learning Model (2021)
  • Author(s): Yuichi Sei, Akihiko Ohsuga
  • Journal Title: IEEE Internet of Things Journal Volume: - Issue: 8 Pages: 7079-7088
  • DOI: 10.1109/jiot.2020.3038273
  • Peer Reviewed / Open Access
• [Journal Article] Codeword Detection, Focusing on Differences in Similar Words Between Two Corpora of Microblogs (2021)
  • Author(s): Takuro Hada, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
  • Journal Title: Annals of Emerging Technologies in Computing (AETiC) Volume: Vol.5, No.2 Issue: 2 Pages: 90-102
  • DOI: 10.33166/aetic.2021.02.008
  • Peer Reviewed / Open Access
• [Journal Article] Privacy-preserving chi-squared test of independence for small samples (2021)
  • Author(s): Yuichi Sei, Akihiko Ohsuga
  • Journal Title: BioData Mining Volume: Vol.14, No.6 Issue: 1 Pages: 1-25
  • DOI: 10.1186/s13040-021-00238-x
  • Peer Reviewed / Open Access
• [Journal Article] Detection of the Hardcoded Login Information from Socket and String Compare Symbols (2021)
  • Author(s): Minami Yoda, Shuji Sakuraba, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
  • Journal Title: Annals of Emerging Technologies in Computing (AETiC) Volume: Vol.5, No.1 Issue: 1 Pages: 23-39
  • DOI: 10.33166/aetic.2021.01.003
  • Peer Reviewed / Open Access
• [Journal Article] Systematic Literature Review of Security Pattern Research (2021)
  • Author(s): Hironori Washizaki, Tian Xia, Natsumi Kamata, Yoshiaki Fukazawa, Hideyuki Kanuka, Takehisa Kato, Masayuki Yoshino, Takao Okubo, Shinpei Ogata, Haruhiko Kaiya, Atsuo Hazeyama, Takafumi Tanaka, Nobukazu Yoshioka, G Priyalakshmi
  • Journal Title: Information Volume: 12(1) Issue: 1 Pages: 1-27
  • DOI: 10.3390/info12010036
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] CSPM: Metamodel for Handling Security and Privacy Knowledge in Cloud Service Development (2021)
  • Author(s): Tian Xia, Hironori Washizaki, Yoshiaki Fukazawa, Haruhiko Kaiya, Shinpei Ogata, Eduardo B. Fernandez, Takehisa Kato, Hideyuki Kanuka, Takao Okubo, Nobukazu Yoshioka, and Atsuo Hazeyama
  • Journal Title: International Journal of Systems and Software Security and Protection Volume: Vol.12, No.2 Pages: 1-18
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] A Method for Improving Inconsistency Risks of Transaction Documents in Business Processes (2020)
  • Author(s): 河本高文, 二木厚吉, 吉岡信和
  • Journal Title: 情報処理学会論文誌 Volume: 61 Issue: 9 Pages: 1486-1494
  • DOI: 10.20729/00206798
  • NAID: 170000183377
  • Year and Date: 2020-09-15
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Proposal of Knowledge Graph and Completion Method for Solving Social Issues: An Attempt to Improve the Bicycle Parking Environment in the University (2020)
  • Author(s): 塚越 雄登，川村 隆浩，清 雄一，田原 康之，大須賀 昭彦
  • Journal Title: IEEJ Transactions on Electronics, Information and Systems Volume: 140 Issue: 8 Pages: 905-915
  • DOI: 10.1541/ieejeiss.140.905
  • NAID: 130007883851
  • ISSN: 0385-4221, 1348-8155
  • Year and Date: 2020-08-01
  • Peer Reviewed / Open Access
• [Journal Article] A Method of Trajectory Anonymization with Adjustable Usefulness (2020)
  • Author(s): 千葉 智樹，清 雄一，田原 康之，大須賀 昭彦
  • Journal Title: IEEJ Transactions on Electronics, Information and Systems Volume: 140 Issue: 8 Pages: 956-963
  • DOI: 10.1541/ieejeiss.140.956
  • NAID: 130007883841
  • ISSN: 0385-4221, 1348-8155
  • Year and Date: 2020-08-01
  • Peer Reviewed / Open Access
• [Journal Article] Semantic Diversity: Privacy Considering Distance Between Values of Sensitive Attribute (2020)
  • Author(s): Keiichiro Oishi, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
  • Journal Title: Computers & Security Volume: Vol.94, 101823 Pages: 1-18
  • DOI: 10.1016/j.cose.2020.101823
  • Peer Reviewed
• [Journal Article] Knowledge Graph Completion to Solve University Campus Issues (2020)
  • Author(s): Yuto Tsukagoshi, Takahiro Kawamura, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
  • Journal Title: Journal of Data Intelligence Volume: Vol.1, No.3 Pages: 333-350
  • Peer Reviewed / Open Access
• [Journal Article] Differentially Private Mobile Crowd Sensing Considering Sensing Errors (2020)
  • Author(s): Yuichi Sei, Akihiko Ohsuga
  • Journal Title: Sensors Volume: Vol.20, No.10, 2785 Issue: 10 Pages: 1-25
  • DOI: 10.3390/s20102785
  • Peer Reviewed / Open Access
• [Journal Article] Landscape of Architecture and Design Patterns for IoT Systems (2020)
  • Author(s): Washizaki Hironori、Ogata Shinpei、Hazeyama Atsuo、Okubo Takao、Fernandez Eduardo B.、Yoshioka Nobukazu
  • Journal Title: IEEE Internet of Things Journal Volume: 7 Issue: 10 Pages: 10091-10101
  • DOI: 10.1109/jiot.2020.3003528
  • Peer Reviewed / Open Access / Int'l Joint Research
• [Journal Article] Incidents Are Meant for Learning, Not Repeating: Sharing Knowledge About Security Incidents in Cyber-Physical Systems (2020)
  • Author(s): Faeq Rimawi, Liliana Pasquale, Deepak Mehta, Nobukazu Yoshioka, Bashar Nuseibeh
  • Journal Title: IEEE Transactions on Software Engineering Volume: - Issue: 1 Pages: 120-134
  • DOI: 10.1109/tse.2020.2981310
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Detecting Vicious Cycles in Urban Problem Knowledge Graph using Inference Rules (2020)
  • Author(s): Shusaku Egami, Takahiro Kawamura, Kouji Kozaki, Akihiko Ohsuga
  • Journal Title: International Journal on Semantic Web and Information Systems Volume: -
  • Peer Reviewed
• [Journal Article] 水位推定誤差の確率分布に基づく河川水位観測データのリアルタイム異常検知 (2020)
  • Author(s): 一言正之, 川越典子, 橋田創, 清雄一, 房前和朋
  • Journal Title: 土木学会論文集B1(水工学) Volume: -
  • NAID: 130007940100
  • Peer Reviewed
• [Journal Article] Proposal of Grade Training Method for Quality Improvement in Microtask Crowdsourcing (2019)
  • Author(s): Ashikawa Masayuki, Kawamura Takahiro and Ohsuga Akihiko
  • Journal Title: Web Intelligence Volume: Vol.17, No.4 Issue: 4 Pages: 313-326
  • DOI: 10.3233/web-190421
  • Peer Reviewed
• [Journal Article] Linked Dataを用いた俯瞰的な多肢選択式問題自動生成手法の提案 (2019)
  • Author(s): 奥原 史佳，清 雄一，田原 康之，大須賀 昭彦
  • Journal Title: 情報処理学会論文誌 Volume: 60 Pages: 1738-1756
  • NAID: 120006732030
  • Peer Reviewed
• [Journal Article] Do You Like Sclera? Sclera-region Detection and Colorization for Anime Character Line Drawings (2019)
  • Author(s): Masashi Aizawa, Yuichi Sei, Yasuyuki Tahara, Ryohei Orihara and Akihiko Ohsuga
  • Journal Title: International Journal of Networked and Distributed Computing (IJNDC) Volume: Vol.7, No.3 Issue: 3 Pages: 113-120
  • DOI: 10.2991/ijndc.k.190711.001
  • Peer Reviewed / Open Access
• [Journal Article] “Never fry carrots without chopping” Generating Cooking Recipes from Cooking Videos Using Deep Learning Considering Previous Process (2019)
  • Author(s): Tatsuki Fujii, Yuichi Sei, Yasuyuki Tahara, Ryohei Orihara and Akihiko Ohsuga
  • Journal Title: International Journal of Networked and Distributed Computing (IJNDC) Volume: Vol.7, No.3 Issue: 3 Pages: 107-112
  • DOI: 10.2991/ijndc.k.190710.002
  • Peer Reviewed / Open Access
• [Journal Article] 業務プロセスの伝票不整合リスクの改善手法 (2019)
  • Author(s): 河本 高文，二木 厚吉，吉岡 信和
  • Journal Title: 情報処理学会論文誌 Volume: 60 Pages: 1500-1508
  • NAID: 170000180443
  • Peer Reviewed
• [Journal Article] Towards A Knowledge Base for Software Developers to Choose Suitable Traceability Techniques (2019)
  • Author(s): Haruhiko Kaiya, Atsuo Hazeyama, Shinpei Ogata, Takao Okubo, Nobukazu Yoshioka, Hironori Washizaki
  • Journal Title: Procedia Computer Science Volume: 159 Pages: 1075-1084
  • DOI: 10.1016/j.procs.2019.09.276
  • Peer Reviewed
• [Journal Article] Construction of Urban Problem LOD using Crowdsourcing (2019)
  • Author(s): Shusaku Egami, Takahiro Kawamura, Kouji Kozaki, Akihiko Ohsuga
  • Journal Title: International Journal of Smart Computing and Artificial Intelligence Volume: 3 Pages: 71-86
  • Peer Reviewed
• [Journal Article] Consideration of the Gap between Optimal Strategy Based on the Game Theory and Professional Strategy in Penalty Shootout (2018)
  • Author(s): 小泉 昂也、折原 良平、清 雄一、田原 康之、大須賀 昭彦
  • Journal Title: 電子情報通信学会論文誌D 情報・システム Volume: J101-D Issue: 9 Pages: 1363-1371
  • DOI: 10.14923/transinfj.2017SAP0013
  • NAID: 120006549798
  • ISSN: 1880-4535, 1881-0225
  • Year and Date: 2018-09-01
  • Peer Reviewed / Open Access
• [Journal Article] Agent-Based Simulation Analysis in Use of Purchase Method on the Systemic Risk of Merger and Acquisitions between Financial Institutions (2018)
  • Author(s): 加藤 秀紀、清 雄一、田原 康之、大須賀 昭彦
  • Journal Title: 電子情報通信学会論文誌D 情報・システム Volume: J101-D Issue: 9 Pages: 1343-1353
  • DOI: 10.14923/transinfj.2017SAP0006
  • NAID: 120006549799
  • ISSN: 1880-4535, 1881-0225
  • Year and Date: 2018-09-01
  • Peer Reviewed / Open Access
• [Journal Article] Using Security Patterns to Develop Secure Systems (2018)
  • Author(s): Eduardo B. Fernandez, Hironori Washizaki, Nobukazu Yoshioka
  • Journal Title: International Journal of Systems and Software Security and Protection (IJSSSP) Volume: 9 Pages: 16-31
  • DOI: 10.4018/978-1-61520-837-1.ch002
  • Peer Reviewed
• [Journal Article] 部門ごとの伝票突合せを反映した業務プロセスの信頼性のアセスメント手法 (2018)
  • Author(s): 河本 高文, 二木 厚吉, 吉岡 信和
  • Journal Title: 情報処理学会論文誌 Volume: 59 Pages: 1699-1708
  • NAID: 170000149754
  • Peer Reviewed
• [Journal Article] Dynamic Update of Discrete Event Controllers (2018)
  • Author(s): L. Nahabedian, V. Braberman, N. DIppolito, S. Honiden, J. Kramer, K. Tei, S. Uchitel
  • Journal Title: IEEE Transactions on Software Engineering (TSE) Volume: - Issue: 11 Pages: 1220-1240
  • DOI: 10.1109/tse.2018.2876843
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Anonymization of Sensitive Quasi-Identifiers for l-diversity and t-closeness (2017)
  • Author(s): Yuichi Sei, Hiroshi Okumura, Takao Takenouchi, Akihiko Ohsuga
  • Journal Title: IEEE Transactions on Dependable and Secure Computing Volume: early access Issue: 4 Pages: 1-14
  • DOI: 10.1109/tdsc.2017.2698472
  • Peer Reviewed
• [Journal Article] AN OPTIMIZING PLACEMENT OF PASSING PLACES FOR 1.5 LANES ROAD WITH GENETIC ALGORITHM AND MULTI-OBJECTIVE OPTIMIZATION (2017)
  • Author(s): 天野和洋，前田宗宏，中村泰広，清雄一，大須賀昭彦
  • Journal Title: Journal of Japan Society of Civil Engineers, Ser. F3 (Civil Engineering Informatics) Volume: 73 Issue: 2 Pages: I_109-I_117
  • DOI: 10.2208/jscejcei.73.I_109
  • NAID: 130006555764
  • ISSN: 2185-6591
  • Peer Reviewed
• [Presentation] Versatile Automatic Piano Reduction Generation System by Deep Learning (2022)
  • Author(s): Yuki Hoshi, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
  • Organizer: 2nd International Conference on Advanced Research in Computing (ICARC)
  • Int'l Joint Research
• [Presentation] Prosody Transfer from a Small Amount of Voice using Fine Tuning (2022)
  • Author(s): Taiga Tokushima, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
  • Organizer: 2nd International Conference on Advanced Research in Computing (ICARC)
  • Int'l Joint Research
• [Presentation] ネコからアニメキャラクターへの 画像翻訳手法の検討 (2022)
  • Author(s): 徐江林，清雄一，田原康之，大須賀昭彦
  • Organizer: SMASH22 Winter Symposium
• [Presentation] 人の存在確率を考慮した位置情報プライバシ保護手法の提案 (2022)
  • Author(s): 石禾里帆，清雄一，田原康之，大須賀昭彦
  • Organizer: SMASH22 Winter Symposium
• [Presentation] 業界の関係性を考慮したアニメ作品の特徴量の再抽出 (2022)
  • Author(s): 齋藤悠貴，大須賀昭彦，田原康之，清雄一
  • Organizer: SMASH22 Winter Symposium
• [Presentation] レシピフローグラフによる調理後食材の抽出を用いたレシピのカロリー推定の検討 (2022)
  • Author(s): 匹田祐平，清雄一，田原康之，大須賀昭彦
  • Organizer: SMASH22 Winter Symposium
• [Presentation] 空間的なスタイル転送を利用したアイコン線画彩色 (2022)
  • Author(s): 宮内洸希，清雄一，田原康之，大須賀昭彦
  • Organizer: SMASH22 Winter Symposium
• [Presentation] レビューテキストとアイテムスコアを用いた項目別スコアによるアイテム推薦手法の提案 (2022)
  • Author(s): 馬場菜摘，清雄一，田原康之，大須賀昭彦
  • Organizer: SMASH22 Winter Symposium
• [Presentation] Beat Cat ~ 人の動きを転移して猫を操る手法の提案 ~ (2022)
  • Author(s): 赤塚哲丸, 清雄一，田原康之，大須賀昭彦
  • Organizer: 人工知能と知識処理研究会
• [Presentation] 着手予測に基づくトレーディングカードゲームAIの提案 (2022)
  • Author(s): 大河内幸太郎，折原良平，清雄一，田原康之，大須賀昭彦
  • Organizer: 人工知能と知識処理研究会
• [Presentation] 深層強化学習を用いたサッカータスクにおける組織的な守備の獲得 (2022)
  • Author(s): 酒井佑旗，清雄一，田原康之，大須賀昭彦
  • Organizer: 人工知能と知識処理研究会
• [Presentation] 人のプレイを元にした深層強化学習による格闘ゲームAIの生成 (2022)
  • Author(s): 安藤拓人，清雄一，田原康之，大須賀昭彦
  • Organizer: 人工知能と知識処理研究会
• [Presentation] 深層学習による汎用性の高いピアノリダクション自動生成技術 (2022)
  • Author(s): 星雄輝，折原良平，清雄一，田原康之，大須賀昭彦
  • Organizer: 人工知能と知識処理研究会
• [Presentation] ファインチューニングを利用した少量音声からの訛りに注目した韻律転送の試み (2022)
  • Author(s): 徳島大河, 折原良平, 清雄一, 田原康之, 大須賀昭彦
  • Organizer: 人工知能と知識処理研究会
• [Presentation] Detecting Hardcoded Login Information from User Input (2022)
  • Author(s): Minami Yoda, Shuji Sakuraba, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
  • Organizer: 40th IEEE International Conference on Consumer Electronics (ICCE)
  • Int'l Joint Research
• [Presentation] 開発エンジニア向け機械学習セキュリティ脅威分析技術 (2022)
  • Author(s): 矢嶋純, 及川孝徳, 森川郁也, 笠原史禎, 乾真季, 吉岡信和
  • Organizer: 2022年 暗号と情報セキュリティシンポジウム（SCIS2022)
• [Presentation] Towards Personalized Autonomous Driving: An Emotion Preference Style Adaptation Framework (2021)
  • Author(s): Jiali Ling, Jialong Li, Kenji Tei, and Shinichi Honiden
  • Organizer: 5th IEEE International Conference on Agents (IEEE ICA2021)
  • Int'l Joint Research
• [Presentation] A Development Method for Safety Node-RED Systems using Discrete Controller Synthesis (2021)
  • Author(s): Takuto Yamauchi, Takanori Hirano, Jialong Li, Takafumi Kawasaki, Yin Chen, Akira Tsuge, Tadashi Okoshi, Jin Nakazawa, Nobukazu Yoshioka, Georgios Palaiokrassas, Antonios Litke, and Kenji Tei
  • Organizer: 14th IEEE International Conference on Internet of Things (IEEE iThings-2021)
  • Int'l Joint Research
• [Presentation] OACAL: Finding Module-consistent Specifications to Secure Systems from Weakened User Obligations (2021)
  • Author(s): Pengcheng Jiang and Kenji Tei
  • Organizer: 2021 IEEE Symposium Series on Computational Intelligence (SSCI 2021)
  • Int'l Joint Research
• [Presentation] Cyber-Security Incident Analysis by Causal Analysis using System Theory (CAST) (2021)
  • Author(s): Tomoko Kaneko, Nobukazu Yoshioka and Ryoichi Sasaki
  • Organizer: 21st IEEE International Conference on Software Quality, Reliability, and Security (QRS 2021)
  • Int'l Joint Research
• [Presentation] Sender Reputation Construction Method using Sender Authentication (2021)
  • Author(s): Shuji Sakuraba, Minami Yoda, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
  • Organizer: 1st IEEE International Conference on Data Science and Computer Application (ICDSCA)
  • Int'l Joint Research
• [Presentation] Blockchain-Based Cooperative Incentive System for Emergency Road Right Transferring (2021)
  • Author(s): Yichen Ding, Jialong Li, Kenji Tei, and Shinichi Honiden
  • Organizer: 10th IEEE Global Conference on Consumer Electronics (GCCE 2021)
  • Int'l Joint Research
• [Presentation] Transfer Learning Method in Reinforcement Learning-based Traffic Signal Control (2021)
  • Author(s): Zhenyu Mao, Jialong Li, Nianzhao Zheng, Kenji Tei, and Shinichi Honiden
  • Organizer: 10th IEEE Global Conference on Consumer Electronics (GCCE 2021)
  • Int'l Joint Research
• [Presentation] Enterprise Architecture based Representation of Architecture and Design Patterns for Machine Learning Systems (2021)
  • Author(s): Hironori Takeuchi, Takuo Doi, Hironori Washizaki, Satoshi Okuda, and Nobukazu Yoshioka
  • Organizer: 13th Workshop on Service oriented Enterprise Architecture for Enterprise Engineering (SOEA4EE), EDOC Workshop
  • Int'l Joint Research
• [Presentation] Goal-Oriented Machine Learning-Based Component Development Process(poster) (2021)
  • Author(s): Jati H. Husen, Hnin Thandar Tun, Nobukazu Yoshioka, Hironori Washizaki and Yoshiaki Fukazawa
  • Organizer: 24th ACM/IEEE International Conference on Model Driven Engineering Languages and Systems (MODELS)
  • Int'l Joint Research
• [Presentation] Software Engineering Patterns for Machine Learning Applications (SEP4MLA) - Part 3 - Data Processing Architectures (2021)
  • Author(s): Jomphon Runpakprakun, Sien Reeve Ordonez Peralta, Hironori Washizaki, Foutse Khomh, Yann-Gael Gueheneuc, Nobukazu Yoshioka, and Yoshiaki Fukazawa
  • Organizer: 28th Conference on Pattern Languages of Programs (PLoP 2021)
  • Int'l Joint Research
• [Presentation] A Meta Reinforcement Learning-based Approach for Self-Adaptive System (2021)
  • Author(s): Mingyue Zhang, Jialong Li, Haiyan Zhao, Kenji Tei, Shinichi Honiden, and Zhi Jin
  • Organizer: 2nd IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS2021)
  • Int'l Joint Research
• [Presentation] 要求獲得上の課題特定のセンスメイキング論的アプローチ (2021)
  • Author(s): 中木裕章, 岸本眞一郎, 吉岡信和, 内平直志:機械学習応用システムの要求工学に関する一考察
  • Organizer: 日本ソフトウェア科学会第 38 回大会 (2021年度)
• [Presentation] KPIツリーを用いた機械学習プロジェクト管理フレームワーク (2021)
  • Author(s): 浜田 伸一郎, 吉岡 信和, 内平 直志
  • Organizer: 日本ソフトウェア科学会第 38 回大会 (2021年度)
• [Presentation] Interlayer Augmentation in a Classification Task (2021)
  • Author(s): Satoru Mizusawa and Yuichi Sei
  • Organizer: 4th IEEE International Conference on Computing, Electronics & Communications Engineering (iCCECE)
  • Int'l Joint Research
• [Presentation] xGとPitch Controlを用いた危険度可視化モデルの検討 (2021)
  • Author(s): 神宮司祐哉，大須賀昭彦，田原康之，清雄一
  • Organizer: 人工知能と知識処理研究会
• [Presentation] 歩行者を加味した深層強化学習による信号制御手法の提案 (2021)
  • Author(s): 村田顕祐，清雄一，田原康之，大須賀昭彦
  • Organizer: 人工知能と知識処理研究会
• [Presentation] 伝播情報を加味した機械学習によるTwitter上のウワサ判別手法の検討 (2021)
  • Author(s): 竹井拓実，清雄一，大須賀昭彦，田原康之
  • Organizer: 人工知能と知識処理研究会
• [Presentation] StyleMapを用いた事前学習済みStyleGANによる画像編集 (2021)
  • Author(s): 本田爽，清雄一，田原康之，大須賀昭彦
  • Organizer: 人工知能と知識処理研究会
• [Presentation] StyleCLIPを応用した背景画像の生成 ~ 自然言語による潜在空間の編集 ~ (2021)
  • Author(s): 石幡柊介，清雄一，田原康之，大須賀昭彦
  • Organizer: 人工知能と知識処理研究会
• [Presentation] 深層学習を用いた2Dアクションゲームにおけるクリアしやすいステージの生成手法の検討 (2021)
  • Author(s): 高田宗一郎，大須賀昭彦，田原康之，清雄一
  • Organizer: 人工知能と知識処理研究会
• [Presentation] 深層学習による汎用性を考慮したピアノリダクションの自動生成 (2021)
  • Author(s): 星雄輝，折原良平，清雄一，田原康之，大須賀昭彦
  • Organizer: SMASH21 Summer Symposium
• [Presentation] ファインチューニングを利用した少量音声からの韻律転送の試み (2021)
  • Author(s): 徳島大河，折原良平，清雄一，田原康之，大須賀昭彦
  • Organizer: SMASH21 Summer Symposium
• [Presentation] Incidents Are Meant for Learning, Not Repeating: Sharing Knowledge About Security Incidents in Cyber-Physical Systems (Journal First) (2021)
  • Author(s): Faeq Rimawi, Liliana Pasquale, Deepak Mehta, Nobukazu Yoshioka, and Bashar Nuseibeh
  • Organizer: ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) 2021
  • Int'l Joint Research
• [Presentation] Improvement of Legitimate Mail Server Detection Method using Sender Authentication (2021)
  • Author(s): Shuji Sakuraba, Minami Yoda, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
  • Organizer: 18th IEEE/ACIS International Conference on Software Engineering, Management and Applications (SERA)
  • Int'l Joint Research
• [Presentation] Towards Better Adaptive Systems by Combining MAPE, Control Theory, and Machine Learning (2021)
  • Author(s): Danny Weyns, Bradley Schmerl, Masako Kishida, Alberto Leva, Marin Litoiu, Necmiye Ozay, Colin Paterson, and Kenji Tei
  • Organizer: 16th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS2021)
  • Int'l Joint Research
• [Presentation] Analysis of IoT Pattern Descriptions (2021)
  • Author(s): Hironori Washizaki, Atsuo Hazeyama, Takao Okubo, Hideyuki, Kanuka, Shinpei Ogata and Nobukazu Yoshioka
  • Organizer: 3rd International Workshop on Software Engineering Research & Practices for the Internet of Things (SERP4IoT 2021), ICSE workshop
  • Int'l Joint Research
• [Presentation] Differential Controller Synthesis at Runtime Using Changed Parts of Environment Model (2021)
  • Author(s): Takanori Hirano, Kenji Tei, Kazuya Aizawa, and Shinichi Honiden
  • Organizer: 8th IEEE International Conference on Industrial Engineering and Applications (ICIEA 2021)
  • Int'l Joint Research
• [Presentation] Acquisition of Cooperative Behavior in a Soccer Task Using Reward Shaping (2021)
  • Author(s): Takashi Abe, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
  • Organizer: International Conference on Innovation in Artificial Intelligence (ICIAI)
  • Int'l Joint Research
• [Presentation] フェイクニュースの早期自動検出に向けたニュース記事コメント生成モデルの提案 (2021)
  • Author(s): 柳裕太、折原良平，田原康之，清雄一，大須賀昭彦
  • Organizer: 第17回テキストアナリティクス・シンポジウム
• [Presentation] 画像と感圧情報を用いた冷蔵庫管理システムの提案 (2021)
  • Author(s): 中野芙美，清雄一，田原康之，大須賀昭彦
  • Organizer: 電子情報通信学会 人工知能と知識処理研究会
• [Presentation] コーパス間での単語の類似語の差異を利用した複合語型隠語の検出 (2021)
  • Author(s): 羽田拓朗，清雄一，田原康之，大須賀昭彦
  • Organizer: 電子情報通信学会 人工知能と知識処理研究会
• [Presentation] IoT環境における機械学習のポイズニング攻撃に対して有害データの除去優先度を考慮した防御手法 (2021)
  • Author(s): 千葉智樹，清雄一，田原康之，大須賀昭彦
  • Organizer: 電子情報通信学会 人工知能と知識処理研究会
• [Presentation] 学内情報のナレッジグラフの洗練による欠損推定の考察 (2021)
  • Author(s): 塚越雄登，江上周作，清雄一，田原康之，大須賀昭彦
  • Organizer: 電子情報通信学会 人工知能と知識処理研究会
• [Presentation] サッカータスクの協調行動獲得におけるカリキュラム学習を用いた強化学習 (2021)
  • Author(s): 阿部宇志，折原良平，清雄一，田原康之，大須賀昭彦
  • Organizer: 電子情報通信学会 人工知能と知識処理研究会
• [Presentation] 機械学習によるTwitter上のウワサ判別手法の考察 (2021)
  • Author(s): 竹井拓実，清雄一，田原康之，大須賀昭彦
  • Organizer: 電子情報通信学会 人工知能と知識処理研究会
• [Presentation] ツイートの感情を考慮した映像作品の重要シーン検出 (2021)
  • Author(s): 佐波美佳，清雄一，田原康之，大須賀昭彦
  • Organizer: 電子情報通信学会 人工知能と知識処理研究会
• [Presentation] サッカーの試合映像からボールの検出とラインの強調によりプレーの位置を推定するモデル (2021)
  • Author(s): 神宮司祐哉，清雄一，田原康之，大須賀昭彦
  • Organizer: 電子情報通信学会 人工知能と知識処理研究会
• [Presentation] 機械学習を用いた経営コンサルタントへの問合せデータの分析 (2021)
  • Author(s): 小松碧乃，清雄一，田原康之，大須賀昭彦
  • Organizer: 電子情報通信学会 人工知能と知識処理研究会
• [Presentation] アニメキャラクター風イラストの全身画像生成手法の提案 (2021)
  • Author(s): 小笠原渚，清雄一，田原康之，大須賀昭彦
  • Organizer: 電子情報通信学会 人工知能と知識処理研究会
• [Presentation] 微小表情を考慮した顔表情に基づく映像授業理解度の評価 (2021)
  • Author(s): 小関虎太朗，清雄一，田原康之，大須賀昭彦
  • Organizer: 電子情報通信学会 人工知能と知識処理研究会
• [Presentation] 人流を考慮した深層強化学習による信号制御手法の提案 (2021)
  • Author(s): 村田顕祐，清雄一，田原康之，大須賀明彦
  • Organizer: 電子情報通信学会 人工知能と知識処理研究会
• [Presentation] 深層強化学習によるぷよぷよAI (2021)
  • Author(s): 高田宗一郎，清雄一，田原康之，大須賀昭彦
  • Organizer: 電子情報通信学会 人工知能と知識処理研究会
• [Presentation] 遮蔽の影を考慮した自動着色システムの提案 (2021)
  • Author(s): 石幡柊介，清雄一，田原康之，大須賀昭彦
  • Organizer: 電子情報通信学会 人工知能と知識処理研究会
• [Presentation] 遮蔽影を考慮した顔画像の逆レンダリング手法の提案 (2021)
  • Author(s): 本田爽，清雄一，田原康之，大須賀昭彦
  • Organizer: 電子情報通信学会 人工知能と知識処理研究会
• [Presentation] Efficient Difference Analysis Algorithm for Runtime Requirement Degradation under System Functional Fault (2021)
  • Author(s): Jialong Li, Kazuya Aizawa, Kenji Tei, Shinichi Honiden
  • Organizer: The 18th IEEE International Conference on Embedded and Ubiquitous Computing
  • Int'l Joint Research
• [Presentation] Why Do Users Choose a Hotel over Others? Review Analysis Using Interpretation Method of Machine Learning Models (2020)
  • Author(s): Takayuki Onogawa, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
  • Organizer: IEEE International Conference on Big Data Analytics (ICBDA)
  • Int'l Joint Research
• [Presentation] Ontology-Based Correlation Detection Among Heterogeneous Data Sets: A Case Study of University Campus Issues (2020)
  • Author(s): Yuto Tsukagoshi, Shusaku Egami, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
  • Organizer: IEEE International Conference on Artificial Intelligence and Knowledge Engineering (AIKE)
  • Int'l Joint Research
• [Presentation] A Defense Method against Poisoning Attacks on IoT Machine Learning Using Poisonous Data (2020)
  • Author(s): Tomoki Chiba, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
  • Organizer: IEEE International Conference on Artificial Intelligence and Knowledge Engineering (AIKE)
  • Int'l Joint Research
• [Presentation] Stack performance improvement of stacked U-Net (2020)
  • Author(s): Satoru Mizusawa, Yuichi Sei, Akihiko Ohsuga
  • Organizer: IEEE Joint International Information Technology and Artificial Intelligence Conference (ITAIC)
  • Int'l Joint Research
• [Presentation] Codewords Detection in Microblogs Focusing on Differences in Word Use Between Two Corpora (2020)
  • Author(s): Takuro Hada, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
  • Organizer: IEEE International Conference on Computing, Electronics & Communications Engineering (iCCECE)
  • Int'l Joint Research
• [Presentation] Detection of the hardcoded login information from socket symbols (2020)
  • Author(s): Minami Yoda, Shuji Sakuraba, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
  • Organizer: IEEE International Conference on Computing, Electronics & Communications Engineering (iCCECE)
  • Int'l Joint Research
• [Presentation] Fake News Detection with Generated Comments for News Articles (2020)
  • Author(s): Yuta Yanagi, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
  • Organizer: IEEE International Conference on Intelligent Engineering Systems (INES)
  • Int'l Joint Research
• [Presentation] Web/IoT横断的プライバシ保護データ解析基盤発 (2020)
  • Author(s): 清雄一
  • Organizer: SMASH20 Winter Symposium
  • Invited
• [Presentation] コーパス間での類似語の差異に着目したマイクロブログにおける隠語検出 (2020)
  • Author(s): 羽田 拓朗, 清 雄一, 田原 康之, 大須賀 昭彦
  • Organizer: SMASH20 Summer Symposium
• [Presentation] 記事コメント生成によるフェイクニュースの早期検出 (2020)
  • Author(s): 柳 裕太, 折原 良平, 清 雄一, 田原 康之, 大須賀 昭彦
  • Organizer: SMASH20 Summer Symposium
• [Presentation] 次元間の関係に着目したドメインオントロジーに基づく異種データ間の関連性発見 (2020)
  • Author(s): 塚越 雄登, 江上 周作, 清 雄一, 田原 康之, 大須賀 昭彦
  • Organizer: SMASH20 Summer Symposium
• [Presentation] IoT環境における機械学習のポイズニング攻撃に対して攻撃を逆利用した防御手法 (2020)
  • Author(s): 千葉 智樹, 清 雄一, 田原 康之, 大須賀 昭彦
  • Organizer: SMASH20 Summer Symposium
• [Presentation] 深層強化学習を用いたサッカータスクにおける行動獲得に関する考察 (2020)
  • Author(s): 阿部 宇志, 折原 良平, 清 雄一, 田原 康之, 大須賀 昭彦
  • Organizer: SMASH20 Summer Symposium
• [Presentation] 冷蔵庫内配置を意識した食材管理システムの開発 (2020)
  • Author(s): 中野 芙美, 清 雄一, 田原 康之, 大須賀 昭彦
  • Organizer: SMASH20 Summer Symposium
• [Presentation] DeepPatch: Interactive repair of object detection (2020)
  • Author(s): Junji Hashimoto and Nobukazu Yoshioka
  • Organizer: 2nd International Workshop on Machine Learning Systems Engineering (iMLSE 2020)
  • Int'l Joint Research
• [Presentation] A Study on Classification and Integration of Research on both AI and Security in the IoT Era (2020)
  • Author(s): Ryoichi Sasaki, Tomoko Kaneko, and Nobukazu Yoshioka
  • Organizer: 11th International Conference on Information Science and Applications (ICISA2020)
  • Int'l Joint Research
• [Presentation] STAMP S&S: Safety & Security Scenario for Specification and Standard in the society of AI/IoT (2020)
  • Author(s): Tomoko Kaneko, Nobukazu Yoshioka, and Ryoichi Sasaki
  • Organizer: 2020 IEEE 20th International Conference on Software Quality, Reliability and Security Companion (QRS-C)
  • Int'l Joint Research
• [Presentation] 伝票突合せアセスメント手法の業務プロセスへの適用事例研究 (2020)
  • Author(s): 河本高文, 二木厚吉, 吉岡信和
  • Organizer: コンピュータセキュリティシンポジウム 2020
• [Presentation] システム理論に基づく事故分析手法CASTによる情報セキュリティ・インシデント分析 (2020)
  • Author(s): 金子朋子, 高橋雄志, 吉岡信和, 佐々木良一
  • Organizer: コンピュータセキュリティシンポジウム 2020
• [Presentation] A five-layer model for analyses of complex socio-technical systems (2020)
  • Author(s): Tomoko Kaneko, and Nobukazu Yoshioka
  • Organizer: 27nd Conference on Pattern Languages of Programs Conference 2020 (PLoP 2020)
  • Int'l Joint Research
• [Presentation] 機械学習システム全体としての安全性確保の提案 (2020)
  • Author(s): 金子朋子, 高橋雄志, 吉岡信和
  • Organizer: 電子情報通信学会 知能ソフトウェア工学研究会
• [Presentation] A Tool to Manage Traceability on Several Models and Its Use Case (2020)
  • Author(s): Haruhiko Kaiya, Shogo Tatsui, Atsuo Hazeyama, Shinpei Ogata, Takao Okubo, Nobukazu Yoshioka, and Hironori Washizaki
  • Organizer: 24th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES2020)
  • Int'l Joint Research
• [Presentation] Experimental Evaluation of Traceability Checking Tool for Goal Dependency Modeling (2020)
  • Author(s): Haruhiko Kaiya, Wataru Fujita, Ryotaro Yamada, Atsuo Hazeyama, Shinpei Ogata, Takao Okubo, Nobukazu Yoshioka, and Hironori Washizaki
  • Organizer: 13th International Joint Conference on Knowledge-Based Software Engineering (JCKBSE 2020)
  • Int'l Joint Research
• [Presentation] STAMP S&S: Layered Modeling for the Complexed System in the Society of AI/IoT (2020)
  • Author(s): Tomoko Kaneko, Nobukazu Yoshioka
  • Organizer: 13th International Joint Conference on Knowledge-Based Software Engineering (JCKBSE 2020)
  • Int'l Joint Research
• [Presentation] Smart SE: Smart Systems and Services Innovative Professional Education Program (2020)
  • Author(s): Hironori Washizaki, Kenji Tei, Kazunori Ueda, Hayato Yamana, Yoshiaki Fukazawa, Shinichi Honiden, Shoichi Okazaki, Nobukazu Yoshioka, Naoshi Uchihira
  • Organizer: 44th IEEE Annual Computers, Software, and Applications Conference (COMPSAC)
  • Int'l Joint Research
• [Presentation] Method for Low-Cost Environment Partitioning Modeling in Dynamic Update (2020)
  • Author(s): Takuto Yamauchi, Kenji Tei, Shinichi Honiden
  • Organizer: IEEE Third International Conference on AI and Knowledge Engineering (AIKE)
  • Int'l Joint Research
• [Presentation] Method of Applying Df-pn Algorithm to On-the-fly Controller Synthesis (2020)
  • Author(s): Kengo Kuwana, Kenji Tei, Yoshiaki Fukazawa, Shinichi Honiden
  • Organizer: IEEE Third International Conference on AI and Knowledge Engineering (AIKE)
  • Int'l Joint Research
• [Presentation] Identifying achievable goals for adaptive replanning against runtime environment change (2020)
  • Author(s): Jialong Li, Kenji Tei, Shinichi Honiden
  • Organizer: The 20th International Conference on Intelligent Systems Design and Applications (ISDA)
  • Int'l Joint Research
• [Presentation] Hair Shading Style Transfer for Manga with cGAN (2020)
  • Author(s): Masashi Aizawa, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
  • Organizer: International Conference on Agents and Artificial Intelligence (ICAART)
  • Int'l Joint Research
• [Presentation] Model smoothing using virtual adversarial training for speech emotion estimation using spontaneity (2020)
  • Author(s): Toyoaki Kuwahara, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
  • Organizer: International Conference on Agents and Artificial Intelligence (ICAART)
  • Int'l Joint Research
• [Presentation] Adaptation Plan Policy in Traffic Routing for Priority Vehicle (2020)
  • Author(s): Krishna Priawan Hardinda, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
  • Organizer: International Conference on Artificial Intelligence in Information and Communication (ICAIIC)
  • Int'l Joint Research
• [Presentation] Generating Cooking Recipes from Cooking Videos Using Deep Learning Considering Previous Process with Video Encoding (2020)
  • Author(s): Tatsuki Fujii, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
  • Organizer: International Conference on Applications of Intelligent Systems (APPIS)
  • Int'l Joint Research
• [Presentation] Towards Bridging the Gap between Control and Self-Adaptive System Properties (2020)
  • Author(s): Javier Camara, Alessandro Vittorio Papadopoulos, Thomas Vogel, Danny Weyns, David Garlan, Shihong Huang, Kenji Tei
  • Organizer: International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS2020)
  • Int'l Joint Research
• [Presentation] コーパス間の単語の用途の差異に着目したマイクロブログにおける隠語検出 (2020)
  • Author(s): 羽田拓朗，清雄一，田原康之，大須賀昭彦
  • Organizer: 電子情報通信学会総合大会
• [Presentation] IoT機器の通信機能を起点としたバックドア検知手法の提案 (2020)
  • Author(s): 依田 みなみ，櫻庭 秀次，山本 純一，清 雄一，田原 康之，大須賀 昭彦
  • Organizer: 情報処理学会セキュリティ心理学とトラスト研究会
• [Presentation] フォロー関係を考慮したゲーム推薦 (2020)
  • Author(s): 田村麻衣，清雄一，田原康之，大須賀昭彦
  • Organizer: Symposium of Multi Agent Systems for Harmonization (SMASH)
• [Presentation] ソーシャルセンサの地域性を考慮したインフルエンザ流行予測 (2020)
  • Author(s): 若松幸大，清雄一，田原康之，大須賀昭彦
  • Organizer: Symposium of Multi Agent Systems for Harmonization (SMASH)
• [Presentation] プロサッカーチームにおける試合状況とボールリカバリーの関係の考察 (2020)
  • Author(s): 相澤宏樹，清雄一，田原康之，大須賀昭彦
  • Organizer: Symposium of Multi Agent Systems for Harmonization (SMASH)
• [Presentation] CycleGANを用いたゲーム音楽のシーン別変換 (2020)
  • Author(s): 星雄輝，清雄一，田原康之，大須賀昭彦
  • Organizer: Symposium of Multi Agent Systems for Harmonization (SMASH)
• [Presentation] CAMとGANを用いた人間とキャラクターの顔画像変換 (2020)
  • Author(s): 川名晴也，清雄一，田原康之，大須賀昭彦
  • Organizer: Symposium of Multi Agent Systems for Harmonization (SMASH)
• [Presentation] 特殊詐欺音声を対象とした韻律的特徴量の考察 (2020)
  • Author(s): 徳島大河，清雄一，田原康之，大須賀昭彦
  • Organizer: Symposium of Multi Agent Systems for Harmonization (SMASH)
• [Presentation] 階層型強化学習におけるサブゴール設定についての考察 (2020)
  • Author(s): 大河内幸太郎，清雄一，田原康之，大須賀昭彦
  • Organizer: Symposium of Multi Agent Systems for Harmonization (SMASH)
• [Presentation] Privacy-preserving IoT Data Mining (2019)
  • Author(s): Yuichi Sei
  • Organizer: Conference on Intelligent Computing, Communication & Applied Technologies (CICCAT)
  • Int'l Joint Research / Invited
• [Presentation] Knowledge Graph of University Campus Issues and Application of Completion Methods (2019)
  • Author(s): Yuto Tsukagoshi, Takahiro Kawamura, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
  • Organizer: International Conference on Information Integration and Web-based Applications & Services (iiWAS)
  • Int'l Joint Research
• [Presentation] Mis.Config: Finding Misreferred Configuration Bugs In Web Application Using Thin Slicing (2019)
  • Author(s): Minami Yoda, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
  • Organizer: IEEE/ACIS International Conference on Intelligence Science (ICIS)
  • Int'l Joint Research
• [Presentation] Self-Adaptation for Heterogeneous Client-Server Online Games (2019)
  • Author(s): Satoru Yamagata, Hiroyuki Nakagawa, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
  • Organizer: IEEE/ACIS International Conference on Intelligence Science (ICIS)
  • Int'l Joint Research
• [Presentation] Trajectory Anonymization: Balancing Usefulness about Position Information and Timestamp (2019)
  • Author(s): Tomoki Chiba, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
  • Organizer: IFIP International Conference on New Technologies, Mobility & Security (NTMS)
  • Int'l Joint Research
• [Presentation] Multi-task Deep Reinforcement Learning with Evolutionary Algorithm and Policy Gradients Method in 3D Control Tasks (2019)
  • Author(s): Shota Imai, Yuichi Sei, Yasuyuki Tahara, Ryohei Orihara and Akihiko Ohsuga
  • Organizer: IEEE/ACIS International Conference on Big Data, Cloud Computing, and Data Science Engineering (BCD)
  • Int'l Joint Research
• [Presentation] Model smoothing using virtual adversarial training for speech emotion estimation (2019)
  • Author(s): Toyoaki Kuwahara, Yuichi Sei, Yasuyuki Tahara, Ryohei Orihara and Akihiko Ohsuga
  • Organizer: IEEE/ACIS International Conference on Big Data, Cloud Computing, and Data Science Engineering (BCD)
  • Int'l Joint Research
• [Presentation] Do You Like the Sclera?: Sclera-Region Detection in Line Drawings for Automated Colorization (2019)
  • Author(s): Masashi Aizawa, Yuichi Sei, Yasuyuki Tahara, Ryohei Orihara and Akihiko Ohsuga
  • Organizer: IEEE/ACIS International Conference on Big Data, Cloud Computing, and Data Science Engineering (BCD)
  • Int'l Joint Research
• [Presentation] "Never fry carrots without cutting." Cooking Recipe Generation from Videos Using Deep Learning Considering Previous Process (2019)
  • Author(s): Tatsuki Fujii, Yuichi Sei, Yasuyuki Tahara, Ryohei Orihara and Akihiko Ohsuga
  • Organizer: IEEE/ACIS International Conference on Big Data, Cloud Computing, and Data Science Engineering (BCD)
  • Int'l Joint Research
• [Presentation] A Method for Goal Model Repair Based on Process Mining (2019)
  • Author(s): Hiroki Horita, Hideaki Hirayama, Takeo Hayase, Yasuyuki Tahara and Akihiko Ohsuga
  • Organizer: IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD)
  • Int'l Joint Research
• [Presentation] A System for Seamlessly Supporting from Security Requirements Analysis to Security Design using a Software Security Knowledge Base (2019)
  • Author(s): Atsuo Hazeyama, Hikaru Miyahara, Takafumi Tanaka, Hironori Washizaki, Haruhiko Kaiya, Takao Okubo, Nobukazu Yoshioka
  • Organizer: The 6th International Workshop on The Evolving Security and Privacy Requirements Engineering (ESPRE 2019)
  • Int'l Joint Research
• [Presentation] How do Engineers Perceive Difficulties in Engineering of Machine-Learning Systems? - Questionnaire Survey (2019)
  • Author(s): Fuyuki Ishikawa, Nobukazu Yoshioka
  • Organizer: Joint International Workshop on Conducting Empirical Studies in Industry and 6th International Workshop on Software Engineering Research and Industrial Practice (CESSER-IP 2019)
  • Int'l Joint Research
• [Presentation] Designing Secure Software by Testing Application of Security Patterns (2019)
  • Author(s): Takanori Kobashi, Hironori Washizaki, Nobukazu Yoshioka, Haruhiko Kaiya, Takao Okubo, Yoshiaki Fukazawa
  • Organizer: Exploring Security in Software Architecture and Design
  • Int'l Joint Research
• [Presentation] Landscape of IoT patterns (2019)
  • Author(s): Hironori Washizaki, Nobukazu Yoshioka, Atsuo Hazeyama, Takehisa Kato, Haruhiko Kaiya, Shinpei Ogata, Takao Okubo, Eduardo B. Fernandez
  • Organizer: International Workshop on Software Engineering Research & Practices for the Internet of Things
  • Int'l Joint Research
• [Presentation] Analysis space reduction with state merging for ensuring safety properties of self-adaptive systems (2019)
  • Author(s): Kazuya Aizawa, Kenji Tei, Shinichi Honiden
  • Organizer: The 16th IEEE Int’l Conf. on Advanced and Trusted Computing (ATC 2019)
  • Int'l Joint Research
• [Presentation] Modelling and Analysing Resilient Cyber-Physical Systems (2019)
  • Author(s): Amel Bennaceur, Carlo Ghezzi, Kenji Tei, Timo Kehrer, Danny Weyns, Radu Calinescu, Schahram Dustdar, Zhenjiang Hu, Shinishi Honiden, Fuyuki Ishikawa, Zhi Jin, Jeffrey Kramer, Marin Litoiu, Michele Loreti, Gabriel Moreno, Hausi Muller, Laura Nenzi, Bashar Nuseibeh, Liliana Pasquale, Wolfgang Reisig, et al.
  • Organizer: the 14th Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS2019)
  • Int'l Joint Research
• [Presentation] A Runtime Monitoring Framework to Enforce Invariants on Reinforcement Learning Agents Exploring Complex Environments (2019)
  • Author(s): Piergiuseppe Mallozzi, Ezequiel Gustavo Castellano, Patrizio Pelliccione, Gerardo Schneider and Kenji Tei
  • Organizer: 2nd International Workshop on Robotics Software Engineering (RoSE 2019)
  • Int'l Joint Research
• [Presentation] Minimising Makespan of Discrete Controllers: A Qualitative Approach (2019)
  • Author(s): Ezequiel Castellano, Victor Braberman, Nicolas D’Ippolito, Sebastian Uchitel, Kenji Tei
  • Organizer: 58th IEEE Conference on Decision and Control (CDC 2019)2019
  • Int'l Joint Research
• [Presentation] An efficient co-Attention Neural Network for Social Recommendation (2019)
  • Author(s): Munan Li, Kenji Tei, and Yoshiaki Fukazawa
  • Organizer: IEEE/WIC/ACM International Conference on Web Intelligence (WI’19)
  • Int'l Joint Research
• [Presentation] Toward identifying safety properties guaranteed simultaneously with a liveness property at runtime (2019)
  • Author(s): Kazuya Aizawa, Kenji Tei, Shinichi Honiden
  • Organizer: The 8th Asian Workshop on Advanced Software Engineering (AWASE 2019)
  • Int'l Joint Research
• [Presentation] Analysis Space Reduction Method with Decomposing Control Problem (2019)
  • Author(s): Takuto Yamauchi, Kenji Tei, Shinichi Honiden
  • Organizer: The 8th Asian Workshop on Advanced Software Engineering (AWASE 2019)
  • Int'l Joint Research
• [Presentation] An Algorithm for Discrete Controller Synthesis at Runtime based on Difference Information of Changed Environment (2019)
  • Author(s): Takanori Hirano, Kazuya Aizawa, Kenji Tei, Shinichi Honiden
  • Organizer: The 8th Asian Workshop on Advanced Software Engineering (AWASE 2019)
  • Int'l Joint Research
• [Presentation] Analysis of changed game space for ensuring safety properties at runtime (2019)
  • Author(s): Jialong Li, Kazuya Aizawa, Kenji Tei, Shinichi Honiden
  • Organizer: The 8th Asian Workshop on Advanced Software Engineering (AWASE 2019)
  • Int'l Joint Research
• [Presentation] Adaptation Plan Policy in Traffic Routing for Priority Vehicle (2019)
  • Author(s): Krishna Priawan Hardinda，Yuichi Sei，Yasuyuki Tahara，Akihiko Ohsuga
  • Organizer: ソフトウェア工学の基礎ワークショップ(FOSE)
• [Presentation] 進化的計算での動的なアーキテクチャ変更と方策勾配法を用いた3次元制御タスクにおけるマルチタスク深層強化学習 (2019)
  • Author(s): 今井翔太，折原良平，清雄一，折原良平，大須賀昭彦
  • Organizer: 合同エージェントワークショップ＆シンポジウム (JAWS)
• [Presentation] 以前の調理工程を考慮し深層学習を用いた料理動画からのレシピ生成 (2019)
  • Author(s): 藤井竜希，折原良平，清雄一，折原良平，大須賀昭彦
  • Organizer: 合同エージェントワークショップ＆シンポジウム (JAWS)
• [Presentation] 自発性を考慮した音声による感情推定のための仮想敵対的学習によるモデル平滑化 (2019)
  • Author(s): 桑原豊明，折原良平，清雄一，折原良平，大須賀昭彦
  • Organizer: 合同エージェントワークショップ＆シンポジウム (JAWS)
• [Presentation] cGANを用いた線画の髪領域シェーディングスタイル転写手法の検討 (2019)
  • Author(s): 逢澤昌志，折原良平，清雄一，折原良平，大須賀昭彦
  • Organizer: 合同エージェントワークショップ＆シンポジウム (JAWS)
• [Presentation] Stacked U-NetによるCT画像再構成 (2019)
  • Author(s): 水澤悟，清雄一，折原良平，大須賀昭彦
  • Organizer: 合同エージェントワークショップ＆シンポジウム (JAWS)
• [Presentation] 機械学習モデルの解釈手法による競合を考慮したレビュー分析 (2019)
  • Author(s): 小野川稜之，折原良平，清雄一，田原康之，大須賀昭彦
  • Organizer: 合同エージェントワークショップ＆シンポジウム (JAWS)
• [Presentation] 機械学習モデルの解釈手法による競合サービスと比較したレビュー分析 (2019)
  • Author(s): 小野川稜之，折原良平，清雄一，田原康之，大須賀昭彦
  • Organizer: 日本ソフトウェア科学会大会
• [Presentation] Negotiation Protocol in Traffic Routing for Priority Vehicle (2019)
  • Author(s): Hardinda Krishna Priawan，清雄一，田原康之，大須賀昭彦
  • Organizer: 日本ソフトウェア科学会大会
• [Presentation] 機械学習の解釈手法を利用したレビュー分析 (2019)
  • Author(s): 小野川稜之，清雄一，田原康之，折原良平，大須賀昭彦
  • Organizer: 電子情報通信学会人工知能と知識処理研究会
• [Presentation] グレースケール人物線画の自動彩色におけるGrabcutによるデータセット作成及び白目領域検出手法の検討 (2019)
  • Author(s): 逢澤昌志，清雄一，田原康之，大須賀昭彦
  • Organizer: 人工知能学会全国大会
• [Presentation] 進化的計算と方策勾配法による学習を用いた3次元制御タスクにおけるマルチタスク深層強化学習 (2019)
  • Author(s): 今井翔太，清雄一，田原康之，大須賀昭彦
  • Organizer: 人工知能学会全国大会
• [Presentation] イベント割込みによる業務プロセスの伝票不整合リスク改善手法 (2019)
  • Author(s): 河本 高文，二木 厚吉，吉岡 信和
  • Organizer: コンピュータセキュリティシンポジウム
• [Presentation] STAMP S&S~システム理論によるセーフティ・セキュリティ統合リスク分析 (2019)
  • Author(s): 金子 朋子，高橋 雄志，林 浩史，吉岡 信和，大久保 隆夫，佐々木 良一
  • Organizer: コンピュータセキュリティシンポジウム
• [Presentation] 環境変化の差分情報を用いた離散制御器の実行時差分合成アルゴリズム (2019)
  • Author(s): 平野 貴規，相澤 和也，鄭 顕志，鷲崎 弘宜，本位田 真一
  • Organizer: マルチメディア,分散協調とモバイルシンポジウム
• [Presentation] Dynamic Updating Controller自動生成のための環境モデル構築における関心事分離手法 (2019)
  • Author(s): 山内 拓人，鄭 顕志，鷲崎 弘宜，本位田 真一
  • Organizer: マルチメディア,分散協調とモバイルシンポジウム
• [Presentation] 鉄道制御システムに特化した離散制御器合成における状態削減モデリング手法 (2019)
  • Author(s): 桑名 賢吾，鄭 顕志，半田 隆信，柳井 法貴，西面 敦義，深澤 良彰，本位田 真一
  • Organizer: マルチメディア,分散協調とモバイルシンポジウム
• [Presentation] 実行時requirement enhancementのためのゲーム空間の差分分析アルゴリズム (2019)
  • Author(s): 李 家隆，相澤 和也，鄭 顕志，鷲崎 弘宜，本位田 真一
  • Organizer: マルチメディア,分散協調とモバイルシンポジウム
• [Presentation] New indicator for centrality measurements in passing-network analysis of soccer (2019)
  • Author(s): Masatoshi Kanbata, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
  • Organizer: International Conference on Agents and Artificial Intelligence (ICAART)
  • Int'l Joint Research
• [Presentation] Generation of Multiple Choice Questions Including Panoramic Information Using Linked Data (2019)
  • Author(s): Fumika Okuhara, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
  • Organizer: International Conference on Agents and Artificial Intelligence (ICAART)
  • Int'l Joint Research
• [Presentation] Transforming the Emotion in Speech using a Generative Adversarial Network (2019)
  • Author(s): Kenji Yasuda, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
  • Organizer: International Conference on Agents and Artificial Intelligence (ICAART)
  • Int'l Joint Research
• [Presentation] AI技術の概観と熱交換器への応用 (2019)
  • Author(s): 清雄一
  • Organizer: 日本冷凍空調学会「環境変化に対応するための先進熱交換技術に関する調査研究」委員会
  • Invited
• [Presentation] 学内駐輪環境に関するナレッジグラフ生成と欠損推定手法適用の試み (2019)
  • Author(s): 塚越 雄登，川村 隆浩，清 雄一，田原 康之，大須賀 昭彦
  • Organizer: マルチエージェントと協調計算（MACC）研究会
• [Presentation] レスポンシブミュージックコントロールシステム：加速度センサーを使った演奏制御システム (2019)
  • Author(s): 吉澤 賢人，清 雄一，田原 康之，大須賀 昭彦
  • Organizer: マルチエージェントと協調計算（MACC）研究会
• [Presentation] タイムスタンプに対して柔軟な移動軌跡匿名化手法の提案 (2019)
  • Author(s): 千葉 智樹，清 雄一，田原 康之，大須賀 昭彦
  • Organizer: マルチエージェントと協調計算（MACC）研究会
• [Presentation] サイバーカスケードを考慮したエージェントモデルを用いた炎上再現に対する考察 (2019)
  • Author(s): 宮瀬 遼，清 雄一，田原 康之，大須賀 昭彦
  • Organizer: マルチエージェントと協調計算（MACC）研究会
• [Presentation] ぎゅっ☆ Pillow:眠りやすくするための包まれ枕の開発 (2019)
  • Author(s): 中野 芙美，清 雄一，田原 康之，大須賀 昭彦
  • Organizer: マルチエージェントと協調計算（MACC）研究会
• [Presentation] RoboCupサッカー2Dシミュレーションの守備行動での強化学習における報酬設計の検討 (2019)
  • Author(s): 阿部 宇志，清 雄一，田原 康之，大須賀 昭彦
  • Organizer: マルチエージェントと協調計算（MACC）研究会
• [Presentation] 画像付きフェイクニュースとジョークニュースの検出・分類に向けた機械学習モデルの検討 (2019)
  • Author(s): 柳 裕太，清 雄一，田原 康之，大須賀 昭彦
  • Organizer: マルチエージェントと協調計算（MACC）研究会
• [Presentation] Restructuring Attack Trees to Identify Incorrect or Missing Relationships between Nodes (2018)
  • Author(s): Hua Cai, Hironori Washizaki, Yoshiaki Fukazawa, Takao Okubo, Haruhiko Kaiya, Nobukazu Yoshioka
  • Organizer: The International Workshop on Evidence-based Security and Privacy in the Wild (WESPr)
  • Int'l Joint Research
• [Presentation] Taxonomy and Literature Survey of Security Pattern Research (2018)
  • Author(s): Hironori Washizaki, Tian Xia, Natsumi Kamata, Yoshiaki Fukazawa, Hideyuki Kanuka, Dan Yamamoto, Masayuki Yoshino, Takao Okubo, Shinpei Ogata, Haruhiko Kaiya, Takehisa Kato, Takafumi Tanaka, Atsuo Hazeyama, Nobukazu Yoshioka, G Priyalakshmi
  • Organizer: IEEE Conference on Application, Information and Network Security (AINS)
  • Int'l Joint Research
• [Presentation] Evaluating the degree of security of a system built using security patterns (2018)
  • Author(s): Eduardo B. Fernandez, Nobukazu Yoshioka, Hironori Washizaki
  • Organizer: 13th International Conference on Availability, Reliability and Security (ARES)
  • Int'l Joint Research
• [Presentation] Security Requirement Modeling Support System Using Software Security Knowledge Base (2018)
  • Author(s): Atsuo Hazeyama, Shun'ichi Tanaka, Takafumi Tanaka, Hiroaki Hashiura, Seiji Munetoh, Takao Okubo, Haruhiko Kaiya, Hironori Washizaki, Nobukazu Yoshioka
  • Organizer: IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC)
  • Int'l Joint Research
• [Presentation] Identifying safety properties guaranteed in changed environment at runtime (2018)
  • Author(s): Kazuya Aizawa, Kenji Tei, Shinichi Honiden
  • Organizer: 3rd IEEE International Conference on Agents (ICA 2018)
  • Int'l Joint Research
• [Presentation] Anonymization and Analysis of Horizontally and Vertically Divided User Profile Databases with Multiple Sensitive Attributes (2018)
  • Author(s): Yuki Ina, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
  • Organizer: IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI)
  • Int'l Joint Research
• [Presentation] An Optimizing Placement of Passing Places in Mountainous Areas with Evolutionary Computing (2018)
  • Author(s): Kazuhiro Amano, Munehiro Maeda, Yasuhiro Nakamura, Yuichi Sei, and Akihiko Ohsuga
  • Organizer: International Conference on Computing in Civil and Building Engineering (ICCCBE)
  • Int'l Joint Research
• [Presentation] 機械学習システムの現状と課題そしてこれからのことを話そう (2018)
  • Author(s): 吉岡信和, 石川冬樹
  • Organizer: 第1回機械学習工学ワークショップ（MLSE2018）
• [Presentation] 機械学習システムがセキュリティに出会うとき (2018)
  • Author(s): 吉岡信和
  • Organizer: 第1回機械学習工学ワークショップ（MLSE2018）
• [Presentation] 機械学習の解釈手法を用いたレビュー分析 (2018)
  • Author(s): 小野川稜之、大須賀昭彦、清雄一、田原康之
  • Organizer: 電子情報通信学会人工知能と知識処理研究会
• [Presentation] 2次元迷路課題における進化的計算を利用したマルチタスク深層強化学習 (2018)
  • Author(s): 今井翔太、清雄一、田原康之、大須賀昭彦
  • Organizer: 電子情報通信学会人工知能と知識処理研究会
• [Presentation] 音声による感情推定のための仮想敵対的学習によるモデル平滑化 (2018)
  • Author(s): 桑原豊明、清雄一、田原康之、大須賀昭彦
  • Organizer: 電子情報通信学会人工知能と知識処理研究会
• [Presentation] 白黒人物線画における自動彩色のための白目領域検出手法の提案 (2018)
  • Author(s): 逢澤昌志、清雄一、田原康之、大須賀昭彦
  • Organizer: 電子情報通信学会人工知能と知識処理研究会
• [Presentation] 深層学習を用いた料理動画からの全体的な整合性を考慮したレシピ文の自動生成 (2018)
  • Author(s): 藤井竜希、清雄一、田原康之、大須賀昭彦
  • Organizer: 電子情報通信学会人工知能と知識処理研究会
• [Presentation] Linked Dataを用いたカリキュラムヘ?ースの多肢選択式問題自動生成手法の提案 (2018)
  • Author(s): 奥原史佳, 清雄一, 田原康之, 大須賀昭彦
  • Organizer: 合同エージェントワークショップ＆シンポジウム (JAWS)
• [Presentation] CycleGANによる音声の感情変換の実験的評価 (2018)
  • Author(s): 安田研二, 折原良平, 清雄一, 田原康之, 大須賀昭彦
  • Organizer: 合同エージェントワークショップ＆シンポジウム (JAWS)
• [Presentation] サッカーのパス網分析における中心性測定の新指標 (2018)
  • Author(s): 神畠正稔, 折原良平, 清雄一, 田原康之, 大須賀昭彦
  • Organizer: 合同エージェントワークショップ＆シンポジウム (JAWS)
• [Presentation] CycleGANによる音声の感情変換 (2018)
  • Author(s): 安田研二, 折原良平, 清雄一, 田原康之, 大須賀昭彦
  • Organizer: 電子情報通信学会人工知能と知識処理研究会
• [Presentation] Linked Dataを用いたカリキュラムベースの多肢選択式問題自動生成手法の提案 (2018)
  • Author(s): 奥原史佳, 清雄一, 田原康之, 大須賀昭彦
  • Organizer: 電子情報通信学会人工知能と知識処理研究会
• [Presentation] サッカーのパス網分析における中心性測定の新指標 (2018)
  • Author(s): 神畠正稔, 折原良平, 清雄一, 田原康之, 大須賀昭彦
  • Organizer: 人工知能学会全国大会
• [Remarks] 大須賀・田原・清研究室
  • URL: http://www.ohsuga.lab.uec.ac.jp/
• [Remarks] 大須賀・田原・清研究室
  • URL: http://www.ohsuga.lab.uec.ac.jp