研究内容
-
管理型自己組織化制御
-
自己組織型システムにおける予測制御
-
自己組織型システムへのロバスト制御の導入
-
集団的な行動選択の仕組みに基づいたマルチエージェント制御
業績
学術論文誌
-
Naomi Kuze, Daichi Kominami, and Masayuki Murata,
“A predictive mechanism for enhancing adaptability of self-organised routing,”
International Journal of Bio-Inspired Computation, vol. 6, no. 6, pp. 384-396, January 2015.
-
Naomi Kuze, Daichi Kominami, Kenji Kashima, Tomoaki Hashimoto, and Masayuki Murata,
“Controlling large-scale self-organized networks with lightweight cost for fast adaptation to changing environments,”
ACM Transactions on Autonomous and Adaptive Systems, vol. 11, no. 2, pp. 9:1-9:25, June 2016.
-
Naomi Kuze, Daichi Kominami, Kenji Kashima, Tomoaki Hashimoto, Masayuki Murata,
“Hierarchical optimal control method for controlling large-scale self-organizing networks,”
ACM Transactions on Autonomous and Adaptive Systems, vol. 12, pp. 22:1-22:23, January 2018.
-
Naomi Kuze, Daichi Kominami, Kenji Kashima, Tomoaki Hashimoto, Masayuki Murata,
“Self-organizing control mechanism based on collective decision-making for information uncertainty,”
to appear in ACM Transactions on Autonomous and Adaptive Systems, January 2018.
国際会議
-
Naomi Kuze, Naoki Wakamiya, and Masayuki Murata,
“Proposal and evaluation of ant-based routing with prediction,”
in Proceedings of the Fifth International Workshop on Guided Self-Organization (GSO-2012), September 2012.
-
Naomi Kuze, Naoki Wakamiya, and Masayuki Murata,
“Proposal and evaluation of ant-based routing with autonomous zoning for convergence improvement,”
in Proceedings of The 15th International Conference on Network-Based Information Systems (NBiS-2012), (Melbourne, Australia), pp. 290-297, September 26-28, 2012.
-
Naomi Kuze, Naoki Wakamiya, Daichi Kominami and Masayuki Murata,
“Proposal and evaluation of a predictive mechanism for ant-based routing,”
in Proceedings of International Conference on Emerging Network Intelligence (EMERGING 2013), (Porto), pp. 7-12, September 2013. (Best Paper Award)
-
Naomi Kuze, Daichi Kominami, Kenji Kashima, Tomoaki Hashimoto, and Masayuki Murata,
“Enhancing convergence with optimal feedback for controlled self-organizing network,”
in Proceedings of The 2014 IEEE 80th Vehicular Technology Conference (VTC2014-Fall), (Vancouver), pp. 1-7, September 2014.
-
Naomi Kuze, Daichi Kominami, Kenji Kashima, Tomoaki Hashimoto, and Masayuki Murata,
“Hierarchical optimal control method for controlling self-organized networks with light-weight cost,”
in Proceedings of IEEE Global Communication Conference (GLOBECOM 2015), (San Diego), pp. 1-7, December 2015.
-
Naomi Kuze, Shu Ishikura, Takeshi Yagi, Daiki Chiba, and Masayuki Murata,
“Crawler classification using ant-based clustering scheme,”
in Proceedings of 10th International Conference for Internet Technology and Secured Transactions, (London), pp. 84-89, December 2015.
-
Naomi Kuze, Shu Ishikura, Takeshi Yagi, Daiki Chiba, and Masayuki Murata,
“Detection of vulnerability scanning using features of collective accesses based on information collected from multiple honeypots,”
in Proceedings of IEEE/IFIP International Workshop on Analytics for Network and Service Management (AnNet2016), (Istanbul), pp. 1-6, April 2016.
-
Saeko Shigaki, Naomi Kuze, Daichi Kominami, Kenji Kashima, Masayuki Murata,
“Self-organizing wireless sensor networks based on biological collective decision making for treating information uncertainty,”
in Proceedings of The Tenth IEEE International Workshop on Selected Topics in Wireless and Mobile Computing (STWiMob 2017), (Rome), pp. 167-174, October, 2017.
国内研究会
-
久世尚美, 若宮直紀, 村田正幸,
“自律的な領域分割を行うゾーンベースアントルーチング手法,”
電子情報通信学会技術研究報告(IN2011-196), vol. 111, no. 469, pp. 353-358, March 2012.
-
久世尚美, 小南大智, 加嶋健司, 橋本智昭, 村田正幸,
“モデル予測制御を用いたポテンシャルルーティングのロバスト性に関する検討,”
電子情報通信学会技術研究報告 (IN2013-195), vol. 113, no. 473, pp. 305-310, March 2014.
-
久世 尚美, 小南 大智, 加嶋 健司, 橋本 智昭, 村田 正幸,
“低次元近似化したモデルを用いた最適制御のポテンシャルルーティングへの応用,”
電子情報通信学会技術研究報告 (IN2014-32), vol. 114, no. 139, pp. 13-18, July 2014.
-
久世 尚美, 石倉 秀, 八木 毅, 千葉 大紀, 村田 正幸,
“通信の多様化に向けた生物の環境適応性に基づくWebサイトへのぜい弱性スキャン検知,”
コンピュータセキュリティシンポジウム 2015 (CSS 2015), October 2015.
-
久世 尚美, 石倉 秀, 八木 毅, 千葉 大紀, 村田 正幸,
“複数のハニーポットにおいて観測された情報に基づく通信のネットワーク上の特徴を考慮したぜい弱性スキャン識別,”
電子情報通信学会技術研究報告(ICSS2015-55), vol. 115, no. 488, pp. 47-52, March 2016.
-
志垣沙衣子, 久世尚美, 小南大智, 加嶋健司, 村田正幸,
“生物の集団的行動選択の仕組みに着想を得たマルチエージェント自己組織化制御手法の検討,”
電子情報通信学会技術研究報告(IN2016-145), vol. 116, no. 485, pp. 287-292, March 2017.
-
久世尚美, 小南大智, 加嶋健司, 橋本智昭, 村田正幸,
“集団的な行動選択の仕組みに着想を得た不確実な情報に基づくチャネル選択手法の提案と評価,”
電子情報通信学会情報ネットワーク研究会(発表予定), March 2018.
-
志垣沙衣子, 久世尚美, 小南大智, 加嶋健司, 村田正幸,
“生物の集団的行動選択に着想を得た不確実な情報に基づく制御手法についての一検討,”
電子情報通信学会情報ネットワーク研究会(発表予定), March 2018.
博士論文
-
Naomi Kuze,
“Managed self-organizing control method inspired by adaptive biological behavior,”
Ph.D. thesis, Graduate School of Information Science and Technology, Osaka University, January 2016.
修士論文
-
Naomi Kuze,
“Proposal and evaluation of a predictive mechanism for controlled self-organization based routing,”
Master's thesis, Graduate School of Information Science and Technology, Osaka University, February 2013.