Development of a Desktop Search System Using Correlation between User's Schedule and Data in a Computer. - Yasuko Matsubara; Ichiro Kobayashi (Web Intelligence/IAT Workshops, 2007)

Scalable Algorithms for Distribution Search. - Yasuko Matsubara; Yasushi Sakurai; Masatoshi Yoshikawa (ICDM, 2009)

WindMine: Fast and Effective Mining of Web-click Sequences. - Yasushi Sakurai; Lei Li 005; Yasuko Matsubara; Christos Faloutsos (SDM, 2011)

D-Search: an efficient and exact search algorithm for large distribution sets. - Yasuko Matsubara; Yasushi Sakurai; Masatoshi Yoshikawa (Knowl. Inf. Syst., 2011)

Fast mining and forecasting of complex time-stamped events. - Yasuko Matsubara; Yasushi Sakurai; Christos Faloutsos; Tomoharu Iwata; Masatoshi Yoshikawa (KDD, 2012)

Rise and fall patterns of information diffusion: model and implications. - Yasuko Matsubara; Yasushi Sakurai; B. Aditya Prakash; Lei Li 005; Christos Faloutsos (KDD, 2012)

F-Trail: Finding Patterns in Taxi Trajectories. - Yasuko Matsubara; Lei Li 005; Evangelos E. Papalexakis; David Lo 001; Yasushi Sakurai; Christos Faloutsos (PAKDD (1), 2013)

Fast and Exact Monitoring of Co-Evolving Data Streams. - Yasuko Matsubara; Yasushi Sakurai; Naonori Ueda; Masatoshi Yoshikawa (ICDM, 2014)

FUNNEL: automatic mining of spatially coevolving epidemics. - Yasuko Matsubara; Yasushi Sakurai; Willem G. van Panhuis; Christos Faloutsos (KDD, 2014)

Revisit Behavior in Social Media: The Phoenix-R Model and Discoveries. - Flavio Figueiredo; Jussara M. Almeida; Yasuko Matsubara; Bruno Ribeiro 001; Christos Faloutsos (ECML/PKDD (1), 2014)

AutoPlait: automatic mining of co-evolving time sequences. - Yasuko Matsubara; Yasushi Sakurai; Christos Faloutsos (SIGMOD Conference, 2014)

Mining and Forecasting of Big Time-series Data. - Yasushi Sakurai; Yasuko Matsubara; Christos Faloutsos (SIGMOD Conference, 2015)

The Web as a Jungle: Non-Linear Dynamical Systems for Co-evolving Online Activities. - Yasuko Matsubara; Yasushi Sakurai; Christos Faloutsos (WWW, 2015)

Regime Shifts in Streams: Real-time Forecasting of Co-evolving Time Sequences. - Yasuko Matsubara; Yasushi Sakurai (KDD, 2016)

Non-Linear Mining of Competing Local Activities. - Yasuko Matsubara; Yasushi Sakurai; Christos Faloutsos (WWW, 2016)

Mining Big Time-series Data on the Web. - Yasushi Sakurai; Yasuko Matsubara; Christos Faloutsos (WWW (Companion Volume), 2016)

Non-linear Time-series Analysis of Social Influence. - Thinh Minh Do; Yasuko Matsubara; Yasushi Sakurai (J. Inf. Process., 2016)

Automatic and Effective Mining of Coevolving Online Activities. - Thinh Minh Do; Yasuko Matsubara; Yasushi Sakurai (PAKDD (2), 2017)

Nonlinear Dynamics of Information Diffusion in Social Networks. - Yasuko Matsubara; Yasushi Sakurai; B. Aditya Prakash; Lei Li 005; Christos Faloutsos (ACM Trans. Web, 2017)

Ecosystem on the Web: non-linear mining and forecasting of co-evolving online activities. - Yasuko Matsubara; Yasushi Sakurai; Christos Faloutsos (World Wide Web, 2017)

Automatic Mining of Large IoT Sensor Tensor. - Takato Honda; Yasuko Matsubara; Yasushi Sakurai (ICDM Workshops, 2018)

Data Stream Analysis of Online Activities. - Kouki Kawabata; Yasuko Matsubara; Yasushi Sakurai (iThings/GreenCom/CPSCom/SmartData, 2018)

StreamScope: Automatic Pattern Discovery over Data Streams. - Kouki Kawabata; Yasuko Matsubara; Yasushi Sakurai (aiDM@SIGMOD, 2018)

Automatic Sequential Pattern Mining in Data Streams. - Kouki Kawabata; Yasuko Matsubara; Yasushi Sakurai (CIKM, 2019)

Multi-aspect Mining of Complex Sensor Sequences. - Takato Honda; Yasuko Matsubara; Ryo Neyama; Mutsumi Abe; Yasushi Sakurai (ICDM, 2019)

Dynamic Modeling and Forecasting of Time-evolving Data Streams. - Yasuko Matsubara; Yasushi Sakurai (KDD, 2019)

Non-Linear Mining of Social Activities in Tensor Streams. - Koki Kawabata; Yasuko Matsubara; Takato Honda; Yasushi Sakurai (KDD, 2020)

Real-time Forecasting of Non-linear Competing Online Activities. - Thinh Minh Do; Yasuko Matsubara; Yasushi Sakurai (J. Inf. Process., 2020)

Partial Discharge Detection for Underground Transmission Lines Using Nonnegative Matrix Factorization. - Akihiro Tanabe; Yasuko Matsubara; Yasushi Sakurai (IEEE Big Data, 2022)

Mining Reaction and Diffusion Dynamics in Social Activities. - Taichi Murayama; Yasuko Matsubara; Yasushi Sakurai; None None (CIKM, 2022)

Fast Mining and Forecasting of Co-evolving Epidemiological Data Streams. - Tasuku Kimura; Yasuko Matsubara; Koki Kawabata; Yasushi Sakurai (KDD, 2022)

Mining Reaction and Diffusion Dynamics in Social Activities. - Taichi Murayama; Yasuko Matsubara; Yasushi Sakurai (CoRR, 2022)

Drugs Resistance Analysis from Scarce Health Records via Multi-task Graph Representation. - Honglin Shu; Pei Gao; Lingwei Zhu; Zheng Chen 012; Yasuko Matsubara; Yasushi Sakurai (ADMA (3), 2023)

MoCLIM: Towards Accurate Cancer Subtyping via Multi-Omics Contrastive Learning with Omics-Inference Modeling. - Ziwei Yang 002; Zheng Chen 012; Yasuko Matsubara; Yasushi Sakurai (CIKM, 2023)

The Chance of Winning Election Impacts on Social Media Strategy. - Taichi Murayama; Akira Matsui; Kunihiro Miyazaki; Yasuko Matsubara; Yasushi Sakurai (ICWSM, 2023)

Modeling Dynamic Interactions over Tensor Streams. - Koki Kawabata; Yasuko Matsubara; Yasushi Sakurai (WWW, 2023)

Fast and Multi-aspect Mining of Complex Time-stamped Event Streams. - Kota Nakamura; Yasuko Matsubara; Koki Kawabata; Yuhei Umeda; Yuichiro Wada; Yasushi Sakurai (WWW, 2023)

SplitSEE: A Splittable Self-supervised Framework for Single-Channel EEG Representation Learning. - Rikuto Kotoge; Zheng Chen 012; Tasuku Kimura; Yasuko Matsubara; Takufumi Yanagisawa; Haruhiko Kishima; Yasushi Sakurai (ICDM, 2024)

Mining of Switching Sparse Networks for Missing Value Imputation in Multivariate Time Series. - Kohei Obata; Koki Kawabata; Yasuko Matsubara; Yasushi Sakurai (KDD, 2024)

Fredformer: Frequency Debiased Transformer for Time Series Forecasting. - Xihao Piao; Zheng Chen 012; Taichi Murayama; Yasuko Matsubara; Yasushi Sakurai (KDD, 2024)

Dynamic Multi-Network Mining of Tensor Time Series. - Kohei Obata; Koki Kawabata; Yasuko Matsubara; Yasushi Sakurai (WWW, 2024)

BEHRNOULLI: A Binary EHR Data-Oriented Medication Recommendation System. - Xihao Piao; Pei Gao; Zheng Chen 012; Lingwei Zhu; Yasuko Matsubara; Yasushi Sakurai (CoRR, 2024)

CMOB: Large-Scale Cancer Multi-Omics Benchmark with Open Datasets, Tasks, and Baselines. - Ziwei Yang 002; Rikuto Kotoge; Zheng Chen 012; Xihao Piao; Yasuko Matsubara; Yasushi Sakurai (CoRR, 2024)

FredNormer: Frequency Domain Normalization for Non-stationary Time Series Forecasting. - Xihao Piao; Zheng Chen 012; Yushun Dong; Yasuko Matsubara; Yasushi Sakurai (CoRR, 2024)

SODor: Long-Term EEG Partitioning for Seizure Onset Detection. - Zheng Chen 012; Yasuko Matsubara; Yasushi Sakurai; Jimeng Sun 001 (CoRR, 2024)

Long-Term EEG Partitioning for Seizure Onset Detection. - Zheng Chen 012; Yasuko Matsubara; Yasushi Sakurai; Jimeng Sun 001 (AAAI, 2025)

Modeling Latent Non-Linear Dynamical System over Time Series. - Ren Fujiwara; Yasuko Matsubara; Yasushi Sakurai (AAAI, 2025)

GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation. - Ziwei Yang 002; Zheng Chen 012; Xin Liu 020; Rikuto Kotoge; Peng Chen 035; Yasuko Matsubara; Yasushi Sakurai; Jimeng Sun 001 (ICLR, 2025)

Linguistic Landscape of Generative AI Perception: A Global Twitter Analysis Across 14 Languages. - Taichi Murayama; Kunihiro Miyazaki; Yasuko Matsubara; Yasushi Sakurai (ICWSM, 2025)

Modeling Time-evolving Causality over Data Streams. - Naoki Chihara; Yasuko Matsubara; Ren Fujiwara; Yasushi Sakurai (KDD (1), 2025)

D-Tracker: Modeling Interest Diffusion in Social Activity Tensor Data Streams. - Shingo Higashiguchi; Yasuko Matsubara; Koki Kawabata; Taichi Murayama; Yasushi Sakurai (KDD (1), 2025)

Disentangled Mode-Specific Representations for Tensor Time Series via Contrastive Learning. - Kohei Obata; Taichi Murayama; Zheng Chen 012; Yasuko Matsubara; Yasushi Sakurai (PAKDD (6), 2025)

CyberCScope: Mining Skewed Tensor Streams and Online Anomaly Detection in Cybersecurity Systems. - Kota Nakamura; Koki Kawabata; Shungo Tanaka; Yasuko Matsubara; Yasushi Sakurai (WWW (Companion Volume), 2025)

Antimicrobial resistance recommendations via electronic health records with graph representation and patient population modeling. - Pei Gao; Zheng Chen 012; Xin Liu 020; Peng Chen 035; Yasuko Matsubara; Yasushi Sakurai (Comput. Methods Programs Biomed., 2025)

ExPath: Towards Explaining Targeted Pathways for Biological Knowledge Bases. - Rikuto Kotoge; Ziwei Yang 002; Zheng Chen 012; Yushun Dong; Yasuko Matsubara; Jimeng Sun 001; Yasushi Sakurai (CoRR, 2025)

Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies. - Kohei Obata; Yasuko Matsubara; Yasushi Sakurai (CoRR, 2025)