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Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies
Kohei Obata, Yasuko Matsubara, Yasushi Sakurai
2025/08/03 Research paper (international conference proceedings)
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MicroAdapt: Self-Evolutionary Dynamic Modeling Algorithms for Time-evolving Data Streams
Yasuko Matsubara, Yasushi Sakurai
2025/08/03 Research paper (international conference proceedings)
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Modeling Time-evolving Causality over Data Streams
Naoki Chihara, Yasuko Matsubara, Ren Fujiwara, Yasushi Sakurai
2025/08/03 Research paper (international conference proceedings)
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D-Tracker: Modeling Interest Diffusion in Social Activity Tensor Data Streams
Shingo Higashiguchi, Yasuko Matsubara, Koki Kawabata, Taichi Murayama, Yasushi Sakurai
2025/08/03 Research paper (international conference proceedings)
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Online Multi-Scale Anomaly Detection via HNSW-Driven Graph Clustering and Dynamic Centroid Updates
Motomi Mizugai, Yasuko Matsubara, Yasushi Sakurai
2025/07/25 Research paper (international conference proceedings)
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BioInfore: A No-Code Genome Data Management System Based On AI Agents
Zheng Chen, Ziwei Yang, Xihao Piao, Peng Gao, Yasushi Sakurai, Yasuko Matsubara
2025/07/20 Research paper (international conference proceedings)
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Linguistic Landscape of Generative AI Perception: A Global Twitter Analysis Across 14 Languages
Taichi Murayama, Kunihiro Miyazaki, Yasuko Matsubara, Yasushi Sakurai
2025/06/23 Research paper (international conference proceedings)
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Disentangled Mode-Specific Representations for Tensor Time Series via Contrastive Learning
Kohei Obata, Taichi Murayama, Zheng Chen, Yasuko Matsubara, Yasushi Sakurai
2025/06/10 Research paper (international conference proceedings)
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MLOmics: Cancer Multi-Omics Database for Machine Learning
Vol. 12 No. 913 p. 1-9 2025/05/30 Research paper (scientific journal)
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Antimicrobial resistance recommendations via electronic health records with graph representation and patient population modeling
Vol. 261 No. 108616 p. 1-10 2025/05/02 Research paper (scientific journal)
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CyberCScope: Mining Skewed Tensor Streams and Online Anomaly Detection in Cybersecurity Systems
Kota Nakamura, Koki Kawabata, Shungo Tanaka, Yasuko Matsubara, Yasushi Sakurai
2025/04/28 Research paper (international conference proceedings)
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多次元時系列データのネットワークを基にした欠損値補間手法
小幡,紘平, 川畑,光希, 松原,靖子, 櫻井,保志
情報処理学会論文誌:データベース Vol. 18 No. 2 p. 18-31 2025/04/28 Research paper (scientific journal)
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GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation
Ziwei Yang, Zheng Chen, Xin Liu, Rikuto Kotoge, Peng Chen, Yasuko Matsubara, Yasushi Sakurai, Jimeng Sun
2025/04/24 Research paper (international conference proceedings)
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Modeling Latent Non-Linear Dynamical System over Time Series
Ren Fujiwara, Yasuko Matsubara, Yasushi Sakurai
2025/02/25 Research paper (international conference proceedings)
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Long-Term EEG Partitioning for Seizure Onset Detection
Zheng Chen, Yasuko Matsubara, Yasushi Sakurai, Jimeng Sun
2025/02/25 Research paper (international conference proceedings)
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子宮収縮圧データに対する分娩ステージ推定
田村優香, 松原靖子, 木村輔, 関谷毅, 町村栄聡, 遠藤誠之, 木村正, 櫻井保志
電子情報通信学会論文誌D Vol. J108-D No. 5 p. 318-331 2025/01/05 Research paper (scientific journal)
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時系列解析によるエンジン主軸受の摩耗予測
釣谷 周平,松原 靖子,水谷 雅巳,佐藤 正彦,櫻井 保志
日本データベース学会 データドリブンスタディーズ Vol. 2 No. 8 p. 1-8 2025/01/03 Research paper (scientific journal)
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SplitSEE: A Splittable Self-supervised Framework for Single-channel EEG Representation Learning
Rikuto Kotoge, Zheng Chen, Tasuku Kimura, Yasuko Matsubara, Takufumi Yanagisawa, Haruhiko Kishima, and Yasushi Sakurai
2024/12/09 Research paper (international conference proceedings)
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Strategic Multi-Omics Data Integration via Multi-Level Feature Contrasting and Matching
Vol. 23 No. 4 p. 579-590 2024/10/09 Research paper (scientific journal)
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Fredformer: Frequency Debiased Transformer for Time Series Forecasting
Xihao Piao, Zheng Chen, Taichi Murayama, Yasuko Matsubara, Yasushi Sakurai
2024/08/27 Research paper (international conference proceedings)
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Mining of Switching Sparse Networks for Missing Value Imputation in Multivariate Time Series
Kohei Obata, Koki Kawabata, Yasuko Matsubara, Yasushi Sakurai
2024/08/27 Research paper (international conference proceedings)
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Dynamic Multi-Network Mining of Tensor Time Series
Kohei Obata, Koki Kawabata, Yasuko Matsubara, Yasushi Sakurai
p. 4117-4127 2024/05/15 Research paper (international conference proceedings)
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非負値行列因子分解を用いた地中送電線の部分放電検出
田邉 昭博, 松原 靖子, 櫻井 保志
情報処理学会論文誌:データベース Vol. 2 No. 2 p. 40-49 2024/04/23 Research paper (scientific journal)
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大規模webデータストリームに対する流行の拡散パターンの自動抽出
東口 慎吾, 松原 靖子, 川畑 光希, 櫻井 保志
情報処理学会論文誌:データベース Vol. 17 No. 2 p. 12-27 2024/04/23 Research paper (scientific journal)
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動的モード分解による時系列データストリームの将来予測
千原 直己, 松原 靖子, 藤原 廉, 櫻井 保志
情報処理学会論文誌:データベース Vol. 17 No. 2 p. 1-11 2024/04/23 Research paper (scientific journal)
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Development of postoperative delirium prediction models in patients undergoing cardiovascular surgery using machine learning algorithms
Vol. 13 No. 21090 p. 1-8 2023/11/30 Research paper (scientific journal)
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Condition monitoring of SiC power assembly by using time-series analysis of acoustic emission during power cycling tests
Zheng Zhang, Fu Shimizu, Yasuko Matsubara, Aiji Suetake, Chuantong Chen, Yasushi Sakurai and Katsuaki Suganuma
2023/11/08 Research paper (international conference proceedings)
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MoCLIM: Towards Accurate Cancer Subtyping via Multi-Omics Contrastive Learning with Omics-Inference Modeling
Ziwei Yang, Zheng Chen, Yasuko Matsubara, Yasushi Sakurai
2023/10/21 Research paper (international conference proceedings)
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Drugs Resistance Analysis from Scarce Health Records via Multi-task Graph Representation
Honglin Shu, Pei Gao, Lingwei Zhu, Zheng Chen, Yasuko Matsubara, Yasushi Sakurai
2023/08/21 Research paper (international conference proceedings)
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The Chance of Winning Election Impacts on Social Media Strategy
Taichi Murayama, Akira Matsui, Kunihiro Miyazaki, Yasuko Matsubara, Yasushi Sakurai
2023/06/05 Research paper (international conference proceedings)
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Modeling Dynamic Interactions over Tensor Streams
Koki Kawabata, Yasuko Matsubara, Yasushi Sakurai
Proceedings of the ACM Web Conference 2023 2023/04/30 Research paper (international conference proceedings)
Publisher: ACM
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Fast and Multi-aspect Mining of Complex Time-stamped Event Streams
Kota Nakamura, Yasuko Matsubara, Koki Kawabata, Yuhei Umeda, Yuichiro Wada and Yasushi Sakurai
Proceedings of the ACM Web Conference 2023 2023/04/30 Research paper (international conference proceedings)
Publisher: ACM
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時系列データの自動ネットワーク構造検出アルゴリズム
小幡紘平, 松原靖子, 川畑光希, 中村航大, 櫻井保志
情報処理学会論文誌:データベース Vol. 16 No. 1 p. 1-13 2023/01/13 Research paper (scientific journal)
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Partial Discharge Detection for Underground Transmission Lines Using Nonnegative Matrix Factorization
Akihiro Tanabe, Yasuko Matsubara, and Yasushi Sakurai
p. 3447-3454 2022/12/17 Research paper (international conference proceedings)
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C-Cast: A Real-Time Forecasting Model for a Controlled Sequence
Ren Fujiwara, Yasuko Matsubara, Tasuku Kimura, Yasushi Sakurai
p. 5112-5115 2022/10/17 Research paper (international conference proceedings)
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Mining Reaction and Diffusion Dynamics in Social Activities
Taichi Murayama, Yasuko Matsubara, Yasushi Sakurai
p. 1521-1531 2022/10/17 Research paper (international conference proceedings)
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制御応答時系列データストリームにおける予測アルゴリズム
藤原廉, 松原靖子, 木村輔, 櫻井保志
情報処理学会論文誌:データベース Vol. 15 No. 3 p. 87-98 2022/10/13 Research paper (scientific journal)
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Automatic Time-Series Clustering via Network Inference
Kohei Obata, Yasuko Matsubara, Koki Kawabata, Yasushi Sakurai
2022/09/05 Research paper (international conference proceedings)
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Fast Mining and Forecasting of Co-evolving Epidemiological Data Streams
Tasuku Kimura, Yasuko Matsubara, Koki Kawabata, Yasushi Sakurai
p. 3157-3167 2022/08/14 Research paper (international conference proceedings)
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時系列ビッグデータのリアルタイム解析:新技術と挑戦
櫻井保志, 松原靖子
第14回データ工学と情報マネジメントに関するフォーラム 2022/02/27 Research paper (conference, symposium, etc.)
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複合イベントストリームのための特徴自動抽出
中村航大, 松原靖子, 川畑光希, 梅田裕平, 和田裕一郎, 櫻井保志
情報処理学会論文誌:データベース Vol. 14 No. 4 p. 24-35 2021/10/14 Research paper (scientific journal)
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オンライン活動データストリームのための非線形モデル解析
川畑光希,松原靖子,本田崇人,櫻井保志
情報処理学会論文誌:データベース Vol. 14 No. 3 p. 31-40 2021/07/13 Research paper (scientific journal)
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大規模疫病データのための将来予測アルゴリズム
木村輔, 松原靖子, 川畑光希, 櫻井保志
情報処理学会論文誌:データベース Vol. 14 No. 2 p. 10-19 2021/04/13 Research paper (scientific journal)
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Stream mining of complex event tensor
Kota Nakamura, Yasuko Matsubara, Koki Kawabata, Yasushi Sakurai
CEUR Workshop Proceedings Vol. 2971 2021 Research paper (international conference proceedings)
Publisher: CEUR-WS
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Non-Linear Mining of Social Activities in Tensor Streams
Koki Kawabata, Yasuko Matsubara, Takato Honda, Yasushi Sakurai
p. 2093-2102 2020/08/27 Research paper (international conference proceedings)
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Real-time Forecasting of Non-linear Competing Online Activities
Thinh Minh Do, Yasuko Matsubara, Yasushi Sakurai
Journal of Information Processing Vol. 28 p. 333-342 2020/05/15 Research paper (scientific journal)
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大規模時系列テンソルによる多角的イベント予測
本田崇人, 松原靖子, 川畑光希, 櫻井保志
情報処理学会論文誌:データベース Vol. 13 No. 1 p. 8-19 2020/01/27 Research paper (scientific journal)
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Multi-Aspect Mining of Complex Sensor Sequences
Takato Honda, Yasuko Matsubara, Ryo Neyama, Mutsumi Abe, Yasushi Sakurai
p. 299-308 2019/11/11 Research paper (international conference proceedings)
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Automatic Sequential Pattern Mining in Data Streams
Koki Kawabata, Yasuko Matsubara, Yasushi Sakurai
p. 1733-1742 2019/11/05 Research paper (international conference proceedings)
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Dynamic Modeling and Forecasting of Time-evolving Data Streams
Yasuko Matsubara, Yasushi Sakurai
p. 458-468 2019/08/08 Research paper (international conference proceedings)
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Nonlinear time-series mining of social influence
Thinh Minh Do, Yasuko Matsubara, Yasushi Sakurai
Advances in Intelligent Systems and Computing Vol. 770 p. 151-174 2019 Research paper (international conference proceedings)
Publisher: Springer Verlag
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Automatic Mining of Large IoT Sensor Tensor
Takato Honda, Yasuko Matsubara, Yasushi Sakurai
p. 1503-1504 2018/11/17 Research paper (international conference proceedings)
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Data Stream Analysis of Online Activities
Kouki Kawabata, Yasuko Matsubara, Yasushi Sakurai
p. 925-926 2018/07/30 Research paper (international conference proceedings)
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StreamScope: Automatic Pattern Discovery over Data Streams
Kouki Kawabata, Yasuko Matsubara, Yasushi Sakurai
2018/06/10 Research paper (international conference proceedings)
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自動パターン検出のためのストリームアルゴリズム
川畑光希, 松原靖子, 櫻井保志
情報処理学会論文誌:データベース Vol. 11 No. 1 p. 1-10 2018/04/17 Research paper (scientific journal)
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大規模オンライン活動データの特徴自動抽出
松原靖子, 櫻井保志, Christos Faloutsos
情報処理学会論文誌:データベース Vol. 10 No. 3 p. 1-15 2017/10/05 Research paper (scientific journal)
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Smart Analytics for Big Time-series Data
Yasushi Sakurai, Yasuko Matsubara, Christos Faloutsos
2017/08/13 Research paper (international conference proceedings)
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Automatic and Effective Mining of Coevolving Online Activities
Thinh Minh Do, Yasuko Matsubara, Yasushi Sakurai
p. 233-246 2017/05/23 Research paper (international conference proceedings)
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Ecosystem on the Web: non-linear mining and forecasting of co-evolving online activities
Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos
World Wide Web Journal, Springer Vol. 20 No. 3 p. 439-465 2017/04/23 Research paper (scientific journal)
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Non-linear Dynamics of Information Diffusion in Social Networks
Yasuko Matsubara, Yasushi Sakurai, B. Aditya Prakash, Lei Li, Christos Faloutsos
ACM Transactions on the Web (TWEB) Vol. 11 No. 2 p. 1-40 2017/04/01 Research paper (scientific journal)
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大規模データストリームの将来予測アルゴリズム
松原靖子, 櫻井保志
情報処理学会論文誌:データベース Vol. 9 No. 4 p. 32-45 2016/12/22 Research paper (scientific journal)
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大規模疫病データのための非線形モデル解析
松原靖子, 櫻井保志, Willem G. van Panhuis, Christos Faloutsos
情報処理学会論文誌:データベース Vol. 9 No. 4 p. 17-31 2016/12/22 Research paper (scientific journal)
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Non-linear Time-series Analysis of Social Influence
Minh Thinh Do, Yasuko Matsubara, Yasushi Sakurai
情報処理学会論文誌:データベース Vol. 24 No. 6 p. 937-945 2016/09/30 Research paper (scientific journal)
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車両走行センサデータからの自動パターン検出
本田崇人, 松原靖子, 根山亮, 櫻井保志
情報処理学会論文誌:データベース Vol. 9 No. 3 p. 1-13 2016/09/30 Research paper (scientific journal)
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Regime Shifts in Streams: Real-time Forecasting of Co-evolving Time Sequences
Yasuko Matsubara, Yasushi Sakurai
p. 1045-1054 2016/08/13 Research paper (international conference proceedings)
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Mining Big Time-series Data on the Web
Yasushi Sakurai, Yasuko Matsubara, Christos Faloutsos
p. 1029-1032 2016/04/12 Research paper (international conference proceedings)
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Non-Linear Mining of Competing Local Activities
Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos
p. 737-747 2016/04/11 Research paper (international conference proceedings)
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Mining and Forecasting of Big Time-series data
Yasushi Sakurai, Yasuko Matsubara, Christos Faloutsos
p. 919-922 2015/06/03 Research paper (international conference proceedings)
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The Web as a Jungle: Non-Linear Dynamical Systems for Co-evolving Online Activities
Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos
p. 721-731 2015/05/18 Research paper (international conference proceedings)
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Fast and Exact Monitoring of Co-evolving Data Streams
Yasuko Matsubara, Yasushi Sakurai, Naonori Ueda, Masatoshi Yoshikawa
p. 390-399 2014/12/14 Research paper (international conference proceedings)
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Revisit Behavior in Social Media: The Phoenix-R Model and Discoveries
Flavio Figueiredo, Jussara M. Almeida, Yasuko Matsubara, Bruno Ribeiro, Christos Faloutsos
p. 386-401 2014/09/15 Research paper (international conference proceedings)
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FUNNEL: Automatic Mining of Spatially Coevolving Epidemics
Yasuko Matsubara, Yasushi Sakurai, Willem G. van Panhuis, Christos Faloutsos
p. 105-114 2014/08/24 Research paper (international conference proceedings)
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大規模時系列データの特徴自動抽出
松原靖子, 櫻井保志, Christos Faloutsos
情報処理学会論文誌:データベース Vol. 7 No. 2 p. 37-50 2014/06/30 Research paper (scientific journal)
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AutoPlait: Automatic Mining of Co-evolving Time Sequences
Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos
p. 193-204 2014/06/22 Research paper (international conference proceedings)
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大規模 Web クリックデータのためのイベント予測
松原靖子, 櫻井保志, Christos Faloutsos, 岩田具治, 吉川正俊
電気情報通信学会論文誌D Vol. J97-D No. 4 p. 822-834 2014/04/01 Research paper (scientific journal)
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情報拡散過程のダイナミクス:非線形モデルの提案と情報予測
松原靖子, 櫻井保志, B. Aditya Prakash, Lei Li, Christos Faloutsos
情報処理学会論文誌:データベース Vol. 6 No. 5 p. 11-22 2013/12/27 Research paper (scientific journal)
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F-Trail: Finding Patterns in Taxi Trajectories
Yasuko Matsubara, Lei Li, Evangelos Papalexakis, David Lo, Yasushi Sakurai, Christos Faloutsos
p. 86-99 2013/04/14 Research paper (international conference proceedings)
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Fast Mining and Forecasting of Complex Time-Stamped Events
Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos, Tomoharu Iwata, Masatoshi Yoshikawa
p. 271-279 2012/08/12 Research paper (international conference proceedings)
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Rise and Fall Patterns of Information Diffusion: Model and Implications
Yasuko Matsubara, Yasushi Sakurai, B. Aditya Prakash, Lei Li, Christos Faloutsos
p. 6-14 2012/08/12 Research paper (international conference proceedings)
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隠れマルコフモデルに基づくストリーム処理
松原靖子,櫻井保志,吉川正俊
情報処理学会論文誌:データベース Vol. 4 No. 4 p. 48-62 2011/12/28 Research paper (scientific journal)
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D-Search: An Efficient and Exact Search Algorithm for Large Distribution Sets
Yasuko Matsubara, Yasushi Sakurai, Masatoshi Yoshikawa
Knowledge and Information Systems (KAIS), Springer Vol. 29 No. 1 p. 131-157 2011/08/21 Research paper (scientific journal)
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WindMine: Fast and Effective Mining of Web-click Sequences
Yasushi Sakurai, Lei Li, Yasuko Matsubara, Christos Faloutsos
p. 759-770 2011/04/28 Research paper (international conference proceedings)
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Statistical Modeling of Large Distribution Sets
Yasuko Matsubara, Yasushi Sakurai, Masatoshi Yoshikawa
p. 43-48 2010/06/11 Research paper (international conference proceedings)
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Scalable Algorithms for Distribution Search
Yasuko Matsubara, Yasushi Sakurai, Masatoshi Yoshikawa
p. 347-356 2009/12/06 Research paper (international conference proceedings)
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大量頻度分布データのための高速探索アルゴリズム
松原靖子,櫻井保志,吉川正俊
情報処理学会論文誌:データベース Vol. 2 No. 3 p. 29-40 2009/09/01 Research paper (scientific journal)
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D-Search: Efficient Similarity Search Processing for Large Distribution Sets
Yasuko Matsubara, Yasushi Sakurai, Masatoshi Yoshikawa
2009/06/28 Research paper (international conference proceedings)