Onur Alparslan, Shin'ichi Arakawa, and Masayuki Murata, “SDN-based control of IoT network by brain-inspired Bayesian attractor model and network slicing,” submitted for publication, March 2020.
Harumasa Tada, Masayuki Murata, and Masaki Aida, “Mitigation of Flash Crowd in Web Services By Providing Feedback Information to Users,” submitted for publication, February 2020.
Masaaki Yamauchi, Yuichi Ohsita, Masayuki Murata, Kensuke Ueda, and Yoshiaki Kato, “Anomaly Detection in Smart Home Operation from User Behaviors and Home Conditions,” IEEE Transactions on Consumer Electronics, vol. 66, no. 2, pp. 183-192, May 2020.
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Koki Inoue, Shin’ichi Arakawa, and Masayuki Murata, “Network resource planning for evolvability in software-defined infrastructure,” Computer Communications, pp. 247–256, February 2020.
Masaya Murakami, Daichi Kominami, Kenji Leibnitz, and Masayuki Murata, “Reliable design for a network of networks with inspiration from brain functional networks,” Applied Sciences, vol. 9, p. 3809, September 2019.
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Noriaki Kamiyama and Masayuki Murata, "Reproducing Popularity Distribution of YouTube Videos," IEEE Transactions on Network and Service Management, Vol. 16, Issue 3, pp.1100-1112, September 2019.
Betty Wutzl, Kenji Leibnitz, Frank Rattay, Martin Kronbichler, Masayuki Murata, Stefan Golaszewski, “Classification methods for patients with severe chronic disorders of consciousness using fMRI,” European Journal of Neurology, vol. 26, no. 51, July 2019.
Betty Wutzl , Kenji Leibnitz, Frank Rattay, Martin Kronbichler, Masayuki Murata, Stefan Martin Golaszewski, “Genetic algorithms for feature selection when classifying severe chronic disorders of consciousness,” PLOS ONE 14(7): e0219683, July 11, 2019.
Y. Sinan Hanay, Shin’ichi Arakawa, and Masayuki Murata, “Evaluation of topology optimization objectives in IP networks,” Journal of Communications and Networks, vol. 21, pp. 395–404, July 2019.
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Noriaki Kamiyama and Masayuki Murata, “Dispersing Content over Networks in Information-Centric Networking,” IEEE Transactions on Network and Service Management, vol. 16, no. 2, pp. 521-534, June 2019.
Toshiki Shibahara, Takeshi Yagi, Mitsuaki Akiyama, Daiki Chiba, and Kunio Hato, “Efficient Dynamic Malware Analysis for Collecting HTTP Requests using Deep Learning,” IEICE TRANSACTIONS on Information and Systems, vol. E102-D, April 2019.
Mari Otokura, Kenji Leibnitz, Yuki Koizumi, Daichi Kominami, Tetsuya Shimokawa and Masayuki Murata, "Evolvable Virtual Network Function Placement Method: Mechanism and Performance Evaluation," IEEE Transactions on Network and Service Management, vol. 16, no. 1, pp. 27-40, March 2019.
Toshiki Shibahara, Yuta Takata, Mitsuaki Akiyama, Takeshi Yagi, Kunio Hato, and Masayuki Murata. “Evasive malicious website detection by leveraging redirection subgraph similarities,” IEICE Transactions on Information and Systems, Vol. 102, No. 3, pp. 430–443, March 2019.
Onur Alparslan, Shin'ichi Arakawa, and Masayuki Murata, “SDN-based Control of IoT networks by brain-inspired fast/slow-pathway bayesian attractor model,” submitted for publication.
Masaaki Yamauchi, Yuichi Ohsita, Masayuki Murata, “Platform Utilizing Others’ Behavior Data to Detect Anomalous Operation Hiding Private Information,” to be presented at IEEE International Conference on Consumer Electronics - Taiwan, pp.1-2, September 2020.
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Go Hasegawa, Rina Yamasaki and Masayuki Murata, “System and application performance of function placement strategies for virtualized mobile fronthaul/backhaul networks,” in Proceedings of IEEE 23rd Conference on Innovation in Clouds, Internet and Networks (ICIN 2020), February 2020.
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Taiga Hokaguchi, Yuichi Ohsita, Toshiki Shibahara, Daiki Chiba, Mitsuaki Akiyama, and Masayuki Murata, “Detecting malware-infected hosts using templates of multiple http requests,” in Proceedings of IEEE Consumer Communications & Networking Conference (IEEE CCNC 2020), January 2020.
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Yushi Hosokawa, Yasuharu Hirano, Daichi Kominami, Ikkyu Aihara, and Masayuki Murata, “Implementation of a real-time sound source localization method for outdoor animal detection using wireless sensor networks,” in Proceedings of International Conference on Signal Processing and Communication Systems (ICSPCS), pp. 1–6, December 2019.
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Toshiki Shibahara, Hirokazu Kodera, Daiki Chiba, Mitsuaki Akiyama, Kunio Hato, Ola Söderström, Daniel Dalek, and Masayuki Murata, “Cross-vendor knowledge transfer for managed security services with triplet network,” in Proceedings of the 12th ACM Workshop on Artificial Intelligence and Security, pp. 59–69, November 2019.
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Ikkyu Aihara, Daichi Kominami, Yushi Hosokawa, and Masayuki Murata, “Modeling and application of frog choruses as an autonomous distributed communication system over multiple time scales,” in Proceedings of the 3rd International Symposium on Swarm Behavior and Bio-Inspired Robotics (SWARM), pp. 1–2, November 2019.
Kodai Satake, Yuichi Ohsita, and Masayuki Murata, “Predictive traffic engineering incorporating real-world information inspired by the cognitive process of the human brain,” in Proceedings of International Conference on ICT Convergence, pp. 543-548, October 2019.
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Betty Wutzl, Kenji Leibnitz, Frank Rattay, Martin Kronbichler, Masayuki Murata, Stefan Martin Golaszewski, “Classifying Patients with scDOC using Multislice Modularity of Brain Networks from fMRI Data,” in Proceedings of OHBM Annual Meeting 2019, September 2019.
Shiori Takagi, Junichi Kaneda, Shin’ichi Arakawa, and Masayuki Murata, “An improvement of service qualities by edge computing in network-oriented mixed reality application,” in Proceedings of 2019 6th International Conference on Control, Decision and Information Technologies (CoDIT 2019), pp. 773–778, April 2019.
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Lu Chen, and Masayuki Murata, “Mitigate Catastrophic Forgetting by Varying Goals,” Proceedings of 12th International Conference on Agents and Artificial Intelligence (ICAART 2021), (Malta), February 2019.
荒川伸一, 村田正幸, “エッジコンピューティング利活用のための管理型自己組織化リソース制御手法,” 電子情報通信学会総合大会, March 2020.（発表予定）.
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安達智哉, 阿部修也, 長谷川剛, 村田正幸, “モバイルコアネットワークのノード資源利用の効率化のためのシグナリング制御手法, ” 電子情報通信学会技術研究報告CQ2019-141, pp. 35–40, March 2020.
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会田雅樹, 高野知佐, 村田正幸, “自発的対称性の破れの概念を用いたオンラインソーシャルネットワークの分極化モデル,” 電子情報通信学会情報ネットワーク研究会(IN2019-131), March 2020.
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基づく不確実な情報を用いた自己組織型ネットワーク制御手法の一検討,” 電子情報通信学会情報ネットワーク研究会(IN2019-128), March 2020.
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山内雅明, 大下裕一, 村田正幸, “互いのプライバシー情報を共有せずユーザの行動情報を相互利用するためのフレームワーク,” 電子情報通信学会情報ネットワーク研究会(IN2019-114), March 2020.
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高木詩織, 荒川伸一, 村田正幸, “コア/ペリフェリー構造に基づくネットワーク型複合現実サービスの実装と評価,” 電子情報通信学会ネットワークシステム研究会(NS2019-218), March 2020.
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大下裕一, 村田正幸, “新たに発生した異常に対応する説明を提示するシステム,” 電子情報通信学会情報ネットワーク研究会(IN2019-113), March 2020.
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安世民, 大下裕一, 村田正幸, “脳の認知機能モデルを用いた交通流センシング情報に基づくネットワーク内資源配分制御の評価,” 電子情報通信学会ネットワークシステム研究会(NS2019-135), March 2020.
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田中雅弘, 山内雅明, 大下裕一, 村田正幸, “家庭活動の状況推定を用いたスマートホームネットワークの異常検出手法,” 電子情報通信学会ネットワークシステム研究会(NS2019-115), March 2020.
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細川侑嗣, 小南大智, 合原一究, 村田正幸, “ニホンアマガエルのサテライト行動に着想を得たLPWA ネットワークのカバレッジ設計手法,” 電子情報通信学会ネットワークシステム研究会(NS2019-86), March 2020.
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松田拓己, 大下裕一, 村田正幸, “無線ネットワークを経由した移動ロボットの遠隔制御におけるベイズ推定を用いた環境同定手法の提案と実装,” 電子情報通信学会情報ネットワーク研究会(NS2019-85), March 2020.
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大下裕一, 安田真也, 熊谷太一, 吉田裕志, 金友大, 村田正幸, “通信状況が不安定な環境下における予測に基づく複数制御コマンド同時送信によるロボットの遠隔制御,” 電子情報通信学会ネットワークシステム研究会(NS2019-84), March 2020.
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杉田修斗, 長谷川剛, 村田正幸, “生化学反応モデルに基づくNFV 管理手法のOPNFV への実装と実験評価,” 電子情報通信学会コミュニケーションクオリティ研究会(CQ2019-140), March 2020.
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Onur Alparslan, Shin'ichi Arakawa, and Masayuki Murata, “SDN-based Virtual Network Topology Control with Fast-path/Slow-path Bayesian Attractor Model,” Next Generation Artificial Intelligence Symposium, February 2020 (Poster and Demonstration).
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小南大智, 長谷川洋平, 野上耕介, 下西英之, 村田正幸, “環境変動を柔軟に認知する脳の情報処理機構を用いたLoRaWAN における無線チャネル割当制御,” 電子情報通信学会コミュニケーションクオリティ研究会(CQ2019-122), vol. 119, pp. 83–88, January 2020.
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Onur Alparslan, Shin'ichi Arakawa, and Masayuki Murata, “SDN-based Control of IoT Network by Brain-inspired Fast-path/Slow-path Bayesian Attractor Model and Network Slicing,” Japan IT Week Kansai, January 2020 (Poster and Demonstration).
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Onur Alparslan, Shin'ichi Arakawa, and Masayuki Murata, “Demonstration of SDN-based Control of IoT Network by Brain-inspired Bayesian Attractor Model and Network Slicing,” Combined Exhibition of Advanced Technologies (CEATEC), October 2019 (Poster and Demonstration).
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高木詩織, 荒川伸一, 村田正幸, “MR×AIを用いたショッピング体験,” 大阪大学共創フェスティバル2019, ポスター＆体験型展示, November 2019.
Masaya Murakami, Design Methods for Reliable Interconnected Networks with Mutual Dependency: Drawing Inspiration from Human Brain Networks. PhD thesis, Graduate School of Information Science and Technology, Osaka University, January 2020.
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Toshiki Shibahara, Robust Malicious Communication Detection for Multi-layered Defense by Overcoming Anti-analysis Techniques. PhD thesis, Graduate School of Information Science and Technology, Osaka-University, January 2020.
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Tomoya Adachi, “Adaptive Signaling Control Method for Efficient Resource Utilization of Mobile Core Networks,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2020.
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Yushi Hosokawa, “Implementation of a spatial monitoring system for Japanese tree frogs and application of their satellite behavior to an LPWA network coverage method,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2020.
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Takumi Matsuda, “Mobile robot control through real-time identification of physical/network environment by Bayesian inference,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2020.
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Shuto Sugita, “Implementation and Experimental Evaluation of Dynamic and Adaptive NFV Management System Based on Biochemical Reactions,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2020.
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Shiori Takagi, “Implementation and evaluation of a network-oriented mixed reality service based on core/periphery structure,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2020.
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Masahiro Tanaka, “Anomaly detection in smart home networks using situation estimation in-home activities,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2020.
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Yuki Tsukui, “On network function virtualization for dynamically changing service requests based on a core/periphery structure,” Master’s thesis, Graduate School of Information Science and Technology, Osaka University, February 2020.
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