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Yasuko Matsubara
Yasuko Matsubara
Professor, Osaka University
Verified email at sanken.osaka-u.ac.jp - Homepage
Title
Cited by
Cited by
Year
Rise and fall patterns of information diffusion: model and implications
Y Matsubara, Y Sakurai, BA Prakash, L Li, C Faloutsos
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
4402012
Autoplait: Automatic mining of co-evolving time sequences
Y Matsubara, Y Sakurai, C Faloutsos
Proceedings of the 2014 ACM SIGMOD international conference on Management of …, 2014
2052014
FUNNEL: automatic mining of spatially coevolving epidemics
Y Matsubara, Y Sakurai, WG Van Panhuis, C Faloutsos
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
1592014
Fast mining and forecasting of complex time-stamped events
Y Matsubara, Y Sakurai, C Faloutsos, T Iwata, M Yoshikawa
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
1492012
Fredformer: Frequency debiased transformer for time series forecasting
X Piao, Z Chen, T Murayama, Y Matsubara, Y Sakurai
Proceedings of the 30th ACM SIGKDD conference on knowledge discovery and …, 2024
1132024
Mining and forecasting of big time-series data
Y Sakurai, Y Matsubara, C Faloutsos
Proceedings of the 2015 ACM SIGMOD International Conference on Management of …, 2015
752015
The web as a jungle: Non-linear dynamical systems for co-evolving online activities
Y Matsubara, Y Sakurai, C Faloutsos
Proceedings of the 24th international conference on world wide web, 721-731, 2015
752015
Regime shifts in streams: Real-time forecasting of co-evolving time sequences
Y Matsubara, Y Sakurai
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
662016
Dynamic modeling and forecasting of time-evolving data streams
Y Matsubara, Y Sakurai
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
442019
Non-linear mining of competing local activities
Y Matsubara, Y Sakurai, C Faloutsos
Proceedings of the 25th International Conference on World Wide Web, 737-747, 2016
372016
Fast and exact monitoring of co-evolving data streams
Y Matsubara, Y Sakurai, N Ueda, M Yoshikawa
2014 IEEE International Conference on Data Mining, 390-399, 2014
302014
Nonlinear dynamics of information diffusion in social networks
Y Matsubara, Y Sakurai, BA Prakash, L Li, C Faloutsos
ACM Transactions on the Web (TWEB) 11 (2), 1-40, 2017
292017
F-trail: Finding patterns in taxi trajectories
Y Matsubara, L Li, E Papalexakis, D Lo, Y Sakurai, C Faloutsos
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 86-98, 2013
292013
Revisit behavior in social media: The phoenix-r model and discoveries
F Figueiredo, JM Almeida, Y Matsubara, B Ribeiro, C Faloutsos
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2014
272014
Development of postoperative delirium prediction models in patients undergoing cardiovascular surgery using machine learning algorithms
C Nagata, M Hata, Y Miyazaki, H Masuda, T Wada, T Kimura, M Fujii, ...
Scientific Reports 13 (1), 21090, 2023
212023
Automatic sequential pattern mining in data streams
K Kawabata, Y Matsubara, Y Sakurai
Proceedings of the 28th ACM International Conference on Information and …, 2019
212019
Scalable algorithms for distribution search
Y Matsubara, Y Sakurai, M Yoshikawa
2009 Ninth IEEE International Conference on Data Mining, 347-356, 2009
192009
Mining big time-series data on the web
Y Sakurai, Y Matsubara, C Faloutsos
Proceedings of the 25th International Conference Companion on World Wide Web …, 2016
182016
Multi-aspect mining of complex sensor sequences
T Honda, Y Matsubara, R Neyama, M Abe, Y Sakurai
2019 IEEE International Conference on Data Mining (ICDM), 299-308, 2019
152019
MLOmics: Cancer Multi-Omics Database for Machine Learning
Z Yang, R Kotoge, X Piao, Z Chen, L Zhu, P Gao, Y Matsubara, Y Sakurai, ...
Scientific Data 12 (1), 913, 2025
132025
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Articles 1–20