Yasuko Matsubara

86 papers A* 24A 6B 1Journal 36Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Disentangled Mode-Specific Representations for Tensor Time Series via Contrastive Learning. CoRR Kohei Obata, Taichi Murayama, Zheng Chen, Yasuko Matsubara, Yasushi Sakurai
2026	—	`conf`	Fast Mining and Dynamic Time-to-Event Prediction over Multi-sensor Data Streams. KDD (1) Kota Nakamura, Koki Kawabata, Yasuko Matsubara, Yasushi Sakurai
2026	J	`jnl`	Fast Mining and Dynamic Time-to-Event Prediction over Multi-sensor Data Streams. CoRR Kota Nakamura, Koki Kawabata, Yasuko Matsubara, Yasushi Sakurai
2026	A*	`conf`	Interpretable Dynamic Network Modeling of Tensor Time Series via Kronecker Time-Varying Graphical Lasso. WWW Shingo Higashiguchi, Koki Kawabata, Yasuko Matsubara, Yasushi Sakurai
2026	J	`jnl`	Interpretable Dynamic Network Modeling of Tensor Time Series via Kronecker Time-Varying Graphical Lasso. CoRR Shingo Higashiguchi, Koki Kawabata, Yasuko Matsubara, Yasushi Sakurai
2026	A*	`conf`	Multi-Aspect Mining and Anomaly Detection for Heterogeneous Tensor Streams. WWW Soshi Kakio, Yasuko Matsubara, Ren Fujiwara, Yasushi Sakurai
2026	J	`jnl`	Multi-Aspect Mining and Anomaly Detection for Heterogeneous Tensor Streams. CoRR Soshi Kakio, Yasuko Matsubara, Ren Fujiwara, Yasushi Sakurai
2026	J	`jnl`	ODEBrain: Continuous-Time EEG Graph for Modeling Dynamic Brain Networks. CoRR Haohui Jia, Zheng Chen, Lingwei Zhu, Rikuto Kotoge, Jathurshan Pradeepkumar, Yasuko Matsubara, Jimeng Sun, Yasushi Sakurai, Takashi Matsubara
2026	J	`jnl`	RepSPD: Enhancing SPD Manifold Representation in EEGs via Dynamic Graphs. CoRR Haohui Jia, Zheng Chen, Lingwei Zhu, Xu Cao, Yasuko Matsubara, Takashi Matsubara, Yasushi Sakurai
2026	J	`jnl`	Selective Denoising Diffusion Model for Time Series Anomaly Detection. CoRR Kohei Obata, Zheng Chen, Yasuko Matsubara, Lingwei Zhu, Yasushi Sakurai
2026	J	`jnl`	TIFO: Time-Invariant Frequency Operator for Stationarity-Aware Representation Learning in Time Series. CoRR Xihao Piao, Zheng Chen, Lingwei Zhu, Yushun Dong, Yasuko Matsubara, Yasushi Sakurai
2026	A*	`conf`	Targeted Pathway Inference for Biological Knowledge Bases via Graph Learning and Explanation. AAAI Rikuto Kotoge, Ziwei Yang, Zheng Chen, Yushun Dong, Yasuko Matsubara, Jimeng Sun, Yasushi Sakurai
2026	J	`jnl`	When to Retrain after Drift: A Data-Only Test of Post-Drift Data Size Sufficiency. CoRR Ren Fujiwara, Yasuko Matsubara, Yasushi Sakurai
2025	J	`jnl`	Antimicrobial resistance recommendations via electronic health records with graph representation and patient population modeling. Comput. Methods Programs Biomed. Pei Gao, Zheng Chen, Xin Liu, Peng Chen, Yasuko Matsubara, Yasushi Sakurai
2025	—	`conf`	CyberCScope: Mining Skewed Tensor Streams and Online Anomaly Detection in Cybersecurity Systems. WWW (Companion Volume) Kota Nakamura, Koki Kawabata, Shungo Tanaka, Yasuko Matsubara, Yasushi Sakurai
2025	J	`jnl`	CyberCScope: Mining Skewed Tensor Streams and Online Anomaly Detection in Cybersecurity Systems. CoRR Kota Nakamura, Koki Kawabata, Shungo Tanaka, Yasuko Matsubara, Yasushi Sakurai
2025	—	`conf`	D-Tracker: Modeling Interest Diffusion in Social Activity Tensor Data Streams. KDD (1) Shingo Higashiguchi, Yasuko Matsubara, Koki Kawabata, Taichi Murayama, Yasushi Sakurai
2025	J	`jnl`	D-Tracker: Modeling Interest Diffusion in Social Activity Tensor Data Streams. CoRR Shingo Higashiguchi, Yasuko Matsubara, Koki Kawabata, Taichi Murayama, Yasushi Sakurai
2025	—	`conf`	Discovery of Latent Dynamical Patterns in Biomedical Data. ICDM (Workshops) Yuka Tamura, Yasuko Matsubara, Tasuku Kimura, Ren Fujiwara, Tsuyoshi Sekitani, Sakaaki Machimura, Masayuki Endo, Tadashi Kimura, Yasushi Sakurai
2025	—	`conf`	Disentangled Mode-Specific Representations for Tensor Time Series via Contrastive Learning. PAKDD (6) Kohei Obata, Taichi Murayama, Zheng Chen, Yasuko Matsubara, Yasushi Sakurai
2025	J	`jnl`	EvoBrain: Dynamic Multi-channel EEG Graph Modeling for Time-evolving Brain Network. CoRR Rikuto Kotoge, Zheng Chen, Tasuku Kimura, Yasuko Matsubara, Takufumi Yanagisawa, Haruhiko Kishima, Yasushi Sakurai
2025	J	`jnl`	ExPath: Towards Explaining Targeted Pathways for Biological Knowledge Bases. CoRR Rikuto Kotoge, Ziwei Yang, Zheng Chen, Yushun Dong, Yasuko Matsubara, Jimeng Sun, Yasushi Sakurai
2025	A*	`conf`	GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation. ICLR Ziwei Yang, Zheng Chen, Xin Liu, Rikuto Kotoge, Peng Chen, Yasuko Matsubara, Yasushi Sakurai, Jimeng Sun
2025	A	`conf`	Linguistic Landscape of Generative AI Perception: A Global Twitter Analysis Across 14 Languages. ICWSM Taichi Murayama, Kunihiro Miyazaki, Yasuko Matsubara, Yasushi Sakurai
2025	A*	`conf`	Long-Term EEG Partitioning for Seizure Onset Detection. AAAI Zheng Chen, Yasuko Matsubara, Yasushi Sakurai, Jimeng Sun
2025	—	`conf`	MicroAdapt: Self-Evolutionary Dynamic Modeling Algorithms for Time-evolving Data Streams. KDD (2) Yasuko Matsubara, Yasushi Sakurai
2025	A*	`conf`	Modeling Latent Non-Linear Dynamical System over Time Series. AAAI Ren Fujiwara, Yasuko Matsubara, Yasushi Sakurai
2025	—	`conf`	Modeling Time-evolving Causality over Data Streams. KDD (1) Naoki Chihara, Yasuko Matsubara, Ren Fujiwara, Yasushi Sakurai
2025	J	`jnl`	Modeling Time-evolving Causality over Data Streams. CoRR Naoki Chihara, Yasuko Matsubara, Ren Fujiwara, Yasushi Sakurai
2025	—	`conf`	Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies. KDD (2) Kohei Obata, Yasuko Matsubara, Yasushi Sakurai
2025	J	`jnl`	Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies. CoRR Kohei Obata, Yasuko Matsubara, Yasushi Sakurai
2024	J	`jnl`	BEHRNOULLI: A Binary EHR Data-Oriented Medication Recommendation System. CoRR Xihao Piao, Pei Gao, Zheng Chen, Lingwei Zhu, Yasuko Matsubara, Yasushi Sakurai
2024	J	`jnl`	CMOB: Large-Scale Cancer Multi-Omics Benchmark with Open Datasets, Tasks, and Baselines. CoRR Ziwei Yang, Rikuto Kotoge, Zheng Chen, Xihao Piao, Yasuko Matsubara, Yasushi Sakurai
2024	A*	`conf`	Dynamic Multi-Network Mining of Tensor Time Series. WWW Kohei Obata, Koki Kawabata, Yasuko Matsubara, Yasushi Sakurai
2024	J	`jnl`	Dynamic Multi-Network Mining of Tensor Time Series. CoRR Kohei Obata, Koki Kawabata, Yasuko Matsubara, Yasushi Sakurai
2024	J	`jnl`	FredNormer: Frequency Domain Normalization for Non-stationary Time Series Forecasting. CoRR Xihao Piao, Zheng Chen, Yushun Dong, Yasuko Matsubara, Yasushi Sakurai
2024	A*	`conf`	Fredformer: Frequency Debiased Transformer for Time Series Forecasting. KDD Xihao Piao, Zheng Chen, Taichi Murayama, Yasuko Matsubara, Yasushi Sakurai
2024	J	`jnl`	Fredformer: Frequency Debiased Transformer for Time Series Forecasting. CoRR Xihao Piao, Zheng Chen, Taichi Murayama, Yasuko Matsubara, Yasushi Sakurai
2024	J	`jnl`	GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation. CoRR Ziwei Yang, Zheng Chen, Xin Liu, Rikuto Kotoge, Peng Chen, Yasuko Matsubara, Yasushi Sakurai, Jimeng Sun
2024	J	`jnl`	Linguistic Landscape of Generative AI Perception: A Global Twitter Analysis Across 14 Languages. CoRR Taichi Murayama, Kunihiro Miyazaki, Yasuko Matsubara, Yasushi Sakurai
2024	A*	`conf`	Mining of Switching Sparse Networks for Missing Value Imputation in Multivariate Time Series. KDD Kohei Obata, Koki Kawabata, Yasuko Matsubara, Yasushi Sakurai
2024	J	`jnl`	Mining of Switching Sparse Networks for Missing Value Imputation in Multivariate Time Series. CoRR Kohei Obata, Koki Kawabata, Yasuko Matsubara, Yasushi Sakurai
2024	J	`jnl`	Modeling Latent Non-Linear Dynamical System over Time Series. CoRR Ren Fujiwara, Yasuko Matsubara, Yasushi Sakurai
2024	J	`jnl`	SODor: Long-Term EEG Partitioning for Seizure Onset Detection. CoRR Zheng Chen, Yasuko Matsubara, Yasushi Sakurai, Jimeng Sun
2024	A*	`conf`	SplitSEE: A Splittable Self-supervised Framework for Single-Channel EEG Representation Learning. ICDM Rikuto Kotoge, Zheng Chen, Tasuku Kimura, Yasuko Matsubara, Takufumi Yanagisawa, Haruhiko Kishima, Yasushi Sakurai
2024	J	`jnl`	SplitSEE: A Splittable Self-supervised Framework for Single-Channel EEG Representation Learning. CoRR Rikuto Kotoge, Zheng Chen, Tasuku Kimura, Yasuko Matsubara, Takufumi Yanagisawa, Haruhiko Kishima, Yasushi Sakurai
2023	—	`conf`	Drugs Resistance Analysis from Scarce Health Records via Multi-task Graph Representation. ADMA (3) Honglin Shu, Pei Gao, Lingwei Zhu, Zheng Chen, Yasuko Matsubara, Yasushi Sakurai
2023	A*	`conf`	Fast and Multi-aspect Mining of Complex Time-stamped Event Streams. WWW Kota Nakamura, Yasuko Matsubara, Koki Kawabata, Yuhei Umeda, Yuichiro Wada, Yasushi Sakurai
2023	J	`jnl`	Fast and Multi-aspect Mining of Complex Time-stamped Event Streams. CoRR Kota Nakamura, Yasuko Matsubara, Koki Kawabata, Yuhei Umeda, Yuichiro Wada, Yasushi Sakurai
2023	A	`conf`	MoCLIM: Towards Accurate Cancer Subtyping via Multi-Omics Contrastive Learning with Omics-Inference Modeling. CIKM Ziwei Yang, Zheng Chen, Yasuko Matsubara, Yasushi Sakurai
2023	J	`jnl`	MoCLIM: Towards Accurate Cancer Subtyping via Multi-Omics Contrastive Learning with Omics-Inference Modeling. CoRR Ziwei Yang, Zheng Chen, Yasuko Matsubara, Yasushi Sakurai
2023	A*	`conf`	Modeling Dynamic Interactions over Tensor Streams. WWW Koki Kawabata, Yasuko Matsubara, Yasushi Sakurai
2023	A	`conf`	The Chance of Winning Election Impacts on Social Media Strategy. ICWSM Taichi Murayama, Akira Matsui, Kunihiro Miyazaki, Yasuko Matsubara, Yasushi Sakurai
2023	J	`jnl`	The Chance of Winning Election Impacts on Social Media Strategy. CoRR Taichi Murayama, Akira Matsui, Kunihiro Miyazaki, Yasuko Matsubara, Yasushi Sakurai
2022	A*	`conf`	Fast Mining and Forecasting of Co-evolving Epidemiological Data Streams. KDD Tasuku Kimura, Yasuko Matsubara, Koki Kawabata, Yasushi Sakurai
2022	A	`conf`	Mining Reaction and Diffusion Dynamics in Social Activities. CIKM Taichi Murayama, Yasuko Matsubara, Yasushi Sakurai, None None
2022	J	`jnl`	Mining Reaction and Diffusion Dynamics in Social Activities. CoRR Taichi Murayama, Yasuko Matsubara, Yasushi Sakurai
2022	B	`conf`	Partial Discharge Detection for Underground Transmission Lines Using Nonnegative Matrix Factorization. IEEE Big Data Akihiro Tanabe, Yasuko Matsubara, Yasushi Sakurai
2020	A*	`conf`	Non-Linear Mining of Social Activities in Tensor Streams. KDD Koki Kawabata, Yasuko Matsubara, Takato Honda, Yasushi Sakurai
2020	J	`jnl`	Real-time Forecasting of Non-linear Competing Online Activities. J. Inf. Process. Thinh Minh Do, Yasuko Matsubara, Yasushi Sakurai
2019	A	`conf`	Automatic Sequential Pattern Mining in Data Streams. CIKM Kouki Kawabata, Yasuko Matsubara, Yasushi Sakurai
2019	A*	`conf`	Dynamic Modeling and Forecasting of Time-evolving Data Streams. KDD Yasuko Matsubara, Yasushi Sakurai
2019	A*	`conf`	Multi-aspect Mining of Complex Sensor Sequences. ICDM Takato Honda, Yasuko Matsubara, Ryo Neyama, Mutsumi Abe, Yasushi Sakurai
2018	—	`conf`	Automatic Mining of Large IoT Sensor Tensor. ICDM Workshops Takato Honda, Yasuko Matsubara, Yasushi Sakurai
2018	—	`conf`	Data Stream Analysis of Online Activities. iThings/GreenCom/CPSCom/SmartData Kouki Kawabata, Yasuko Matsubara, Yasushi Sakurai
2018	—	`conf`	StreamScope: Automatic Pattern Discovery over Data Streams. aiDM@SIGMOD Kouki Kawabata, Yasuko Matsubara, Yasushi Sakurai
2017	—	`conf`	Automatic and Effective Mining of Coevolving Online Activities. PAKDD (2) Thinh Minh Do, Yasuko Matsubara, Yasushi Sakurai
2017	J	`jnl`	Ecosystem on the Web: non-linear mining and forecasting of co-evolving online activities. World Wide Web Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos
2017	J	`jnl`	Nonlinear Dynamics of Information Diffusion in Social Networks. ACM Trans. Web Yasuko Matsubara, Yasushi Sakurai, B. Aditya Prakash, Lei Li, Christos Faloutsos
2016	—	`conf`	Mining Big Time-series Data on the Web. WWW (Companion Volume) Yasushi Sakurai, Yasuko Matsubara, Christos Faloutsos
2016	A*	`conf`	Non-Linear Mining of Competing Local Activities. WWW Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos
2016	J	`jnl`	Non-linear Time-series Analysis of Social Influence. J. Inf. Process. Thinh Minh Do, Yasuko Matsubara, Yasushi Sakurai
2016	A*	`conf`	Regime Shifts in Streams: Real-time Forecasting of Co-evolving Time Sequences. KDD Yasuko Matsubara, Yasushi Sakurai
2015	—	`conf`	Mining and Forecasting of Big Time-series Data. SIGMOD Conference Yasushi Sakurai, Yasuko Matsubara, Christos Faloutsos
2015	A*	`conf`	The Web as a Jungle: Non-Linear Dynamical Systems for Co-evolving Online Activities. WWW Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos
2014	—	`conf`	AutoPlait: automatic mining of co-evolving time sequences. SIGMOD Conference Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos
2014	A*	`conf`	FUNNEL: automatic mining of spatially coevolving epidemics. KDD Yasuko Matsubara, Yasushi Sakurai, Willem G. van Panhuis, Christos Faloutsos
2014	A*	`conf`	Fast and Exact Monitoring of Co-Evolving Data Streams. ICDM Yasuko Matsubara, Yasushi Sakurai, Naonori Ueda, Masatoshi Yoshikawa
2014	—	`conf`	Revisit Behavior in Social Media: The Phoenix-R Model and Discoveries. ECML/PKDD (1) Flavio Figueiredo, Jussara M. Almeida, Yasuko Matsubara, Bruno Ribeiro, Christos Faloutsos
2014	J	`jnl`	Revisit Behavior in Social Media: The Phoenix-R Model and Discoveries. CoRR Flavio Figueiredo, Jussara M. Almeida, Yasuko Matsubara, Bruno Ribeiro, Christos Faloutsos
2013	—	`conf`	F-Trail: Finding Patterns in Taxi Trajectories. PAKDD (1) Yasuko Matsubara, Lei Li, Evangelos E. Papalexakis, David Lo, Yasushi Sakurai, Christos Faloutsos
2012	A*	`conf`	Fast mining and forecasting of complex time-stamped events. KDD Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos, Tomoharu Iwata, Masatoshi Yoshikawa
2012	A*	`conf`	Rise and fall patterns of information diffusion: model and implications. KDD Yasuko Matsubara, Yasushi Sakurai, B. Aditya Prakash, Lei Li, Christos Faloutsos
2011	A	`conf`	WindMine: Fast and Effective Mining of Web-click Sequences. SDM Yasushi Sakurai, Lei Li, Yasuko Matsubara, Christos Faloutsos
2009	A*	`conf`	Scalable Algorithms for Distribution Search. ICDM Yasuko Matsubara, Yasushi Sakurai, Masatoshi Yoshikawa
2007	—	`conf`	Development of a Desktop Search System Using Correlation between User's Schedule and Data in a Computer. Web Intelligence/IAT Workshops Yasuko Matsubara, Ichiro Kobayashi