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Yasushi Sakurai
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2020 – today
- 2024
- [c63]Kohei Obata
, Koki Kawabata
Mining of Switching Sparse Networks for Missing Value Imputation in Multivariate Time Series. KDD 2024: 2296-2306 - [c62]Xihao Piao
Fredformer: Frequency Debiased Transformer for Time Series Forecasting. KDD 2024: 2400-2410 - [c61]Kohei Obata
Dynamic Multi-Network Mining of Tensor Time Series. WWW 2024: 4117-4127 - [i13]Kohei Obata, Koki Kawabata, Yasuko Matsubara, Yasushi Sakurai:
Dynamic Multi-Network Mining of Tensor Time Series. CoRR abs/2402.11773 (2024) - [i12]Taichi Murayama, Kunihiro Miyazaki, Yasuko Matsubara, Yasushi Sakurai:
Linguistic Landscape of Generative AI Perception: A Global Twitter Analysis Across 14 Languages. CoRR abs/2405.20037 (2024) - [i11]Xihao Piao, Zheng Chen, Taichi Murayama, Yasuko Matsubara, Yasushi Sakurai:
Fredformer: Frequency Debiased Transformer for Time Series Forecasting. CoRR abs/2406.09009 (2024) - [i10]Xihao Piao, Pei Gao, Zheng Chen, Lingwei Zhu, Yasuko Matsubara, Yasushi Sakurai:
BEHRNOULLI: A Binary EHR Data-Oriented Medication Recommendation System. CoRR abs/2408.09410 (2024) - [i9]Ziwei Yang, Rikuto Kotoge, Zheng Chen, Xihao Piao, Yasuko Matsubara, Yasushi Sakurai:
CMOB: Large-Scale Cancer Multi-Omics Benchmark with Open Datasets, Tasks, and Baselines. CoRR abs/2409.02143 (2024) - [i8]Kohei Obata, Koki Kawabata, Yasuko Matsubara, Yasushi Sakurai:
Mining of Switching Sparse Networks for Missing Value Imputation in Multivariate Time Series. CoRR abs/2409.09930 (2024) - [i7]Xihao Piao, Zheng Chen, Yushun Dong, Yasuko Matsubara, Yasushi Sakurai:
FredNormer: Frequency Domain Normalization for Non-stationary Time Series Forecasting. CoRR abs/2410.01860 (2024) - [i6]Rikuto Kotoge, Zheng Chen, Tasuku Kimura, Yasuko Matsubara, Takufumi Yanagisawa, Haruhiko Kishima, Yasushi Sakurai:
SplitSEE: A Splittable Self-supervised Framework for Single-Channel EEG Representation Learning. CoRR abs/2410.11200 (2024) - [i5]Ziwei Yang, Zheng Chen, Xin Liu, Rikuto Kotoge, Peng Chen, Yasuko Matsubara, Yasushi Sakurai, Jimeng Sun:
GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation. CoRR abs/2410.13178 (2024) - 2023
- [j19]Leong Hou U
Preface to the special issue on the Asia Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data (APWeb-WAIM) 2021. World Wide Web (WWW) 26(2): 635-636 (2023) - [c60]Honglin Shu, Pei Gao, Lingwei Zhu, Zheng Chen, Yasuko Matsubara, Yasushi Sakurai:
Drugs Resistance Analysis from Scarce Health Records via Multi-task Graph Representation. ADMA (3) 2023: 103-117 - [c59]Ziwei Yang, Zheng Chen, Yasuko Matsubara, Yasushi Sakurai:
MoCLIM: Towards Accurate Cancer Subtyping via Multi-Omics Contrastive Learning with Omics-Inference Modeling. CIKM 2023: 2895-2905 - [c58]Taichi Murayama, Akira Matsui, Kunihiro Miyazaki, Yasuko Matsubara, Yasushi Sakurai:
The Chance of Winning Election Impacts on Social Media Strategy. ICWSM 2023: 674-685 - [c57]Kota Nakamura
Fast and Multi-aspect Mining of Complex Time-stamped Event Streams. WWW 2023: 1638-1649 - [c56]Koki Kawabata
Modeling Dynamic Interactions over Tensor Streams. WWW 2023: 1793-1803 - [i4]Taichi Murayama, Akira Matsui, Kunihiro Miyazaki, Yasuko Matsubara, Yasushi Sakurai:
The Chance of Winning Election Impacts on Social Media Strategy. CoRR abs/2301.07282 (2023) - [i3]Kota Nakamura, Yasuko Matsubara, Koki Kawabata, Yuhei Umeda, Yuichiro Wada, Yasushi Sakurai:
Fast and Multi-aspect Mining of Complex Time-stamped Event Streams. CoRR abs/2303.03789 (2023) - [i2]Ziwei Yang, Zheng Chen, Yasuko Matsubara, Yasushi Sakurai:
MoCLIM: Towards Accurate Cancer Subtyping via Multi-Omics Contrastive Learning with Omics-Inference Modeling. CoRR abs/2308.09725 (2023) - 2022
- [c55]Akihiro Tanabe, Yasuko Matsubara, Yasushi Sakurai:
Partial Discharge Detection for Underground Transmission Lines Using Nonnegative Matrix Factorization. IEEE Big Data 2022: 3447-3454 - [c54]Taichi Murayama, Yasuko Matsubara, Yasushi Sakurai, None None:
Mining Reaction and Diffusion Dynamics in Social Activities. CIKM 2022: 1521-1531 - [c53]Tasuku Kimura, Yasuko Matsubara, Koki Kawabata, Yasushi Sakurai:
Fast Mining and Forecasting of Co-evolving Epidemiological Data Streams. KDD 2022: 3157-3167 - [i1]Taichi Murayama, Yasuko Matsubara, Yasushi Sakurai:
Mining Reaction and Diffusion Dynamics in Social Activities. CoRR abs/2208.04846 (2022) - 2021
- [e3]Leong Hou U
Web and Big Data - 5th International Joint Conference, APWeb-WAIM 2021, Guangzhou, China, August 23-25, 2021, Proceedings, Part I. Lecture Notes in Computer Science 12858, Springer 2021, ISBN 978-3-030-85895-7 [contents] - [e2]Leong Hou U
Web and Big Data - 5th International Joint Conference, APWeb-WAIM 2021, Guangzhou, China, August 23-25, 2021, Proceedings, Part II. Lecture Notes in Computer Science 12859, Springer 2021, ISBN 978-3-030-85898-8 [contents] - 2020
- [j18]Thinh Minh Do, Yasuko Matsubara, Yasushi Sakurai:
Real-time Forecasting of Non-linear Competing Online Activities. J. Inf. Process. 28: 333-342 (2020) - [c52]Koki Kawabata, Yasuko Matsubara, Takato Honda, Yasushi Sakurai:
Non-Linear Mining of Social Activities in Tensor Streams. KDD 2020: 2093-2102
2010 – 2019
- 2019
- [c51]Kouki Kawabata, Yasuko Matsubara, Yasushi Sakurai:
Automatic Sequential Pattern Mining in Data Streams. CIKM 2019: 1733-1742 - [c50]Takato Honda, Yasuko Matsubara, Ryo Neyama, Mutsumi Abe, Yasushi Sakurai:
Multi-aspect Mining of Complex Sensor Sequences. ICDM 2019: 299-308 - [c49]Yasuko Matsubara, Yasushi Sakurai:
Dynamic Modeling and Forecasting of Time-evolving Data Streams. KDD 2019: 458-468 - [c48]Yasushi Sakurai:
Mining and Forecasting of Big Time-Series Data. PerCom Workshops 2019: 607 - 2018
- [c47]Takato Honda, Yasuko Matsubara, Yasushi Sakurai:
Automatic Mining of Large IoT Sensor Tensor. ICDM Workshops 2018: 1503-1504 - [c46]Kouki Kawabata, Yasuko Matsubara, Yasushi Sakurai:
Data Stream Analysis of Online Activities. iThings/GreenCom/CPSCom/SmartData 2018: 925-926 - [c45]Kouki Kawabata, Yasuko Matsubara, Yasushi Sakurai:
StreamScope: Automatic Pattern Discovery over Data Streams. aiDM@SIGMOD 2018: 5:1-5:8 - 2017
- [j17]Takuya Maekawa, Naomi Yamashita, Yasushi Sakurai:
How Well Can a User's Location Privacy Preferences be Determined Without Using GPS Location Data? IEEE Trans. Emerg. Top. Comput. 5(4): 526-539 (2017) - [j16]Yasuko Matsubara, Yasushi Sakurai, B. Aditya Prakash, Lei Li, Christos Faloutsos:
Nonlinear Dynamics of Information Diffusion in Social Networks. ACM Trans. Web 11(2): 11:1-11:40 (2017) - [j15]Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos:
Ecosystem on the Web: non-linear mining and forecasting of co-evolving online activities. World Wide Web 20(3): 439-465 (2017) - [c44]Thinh Minh Do, Yasuko Matsubara, Yasushi Sakurai:
Automatic and Effective Mining of Coevolving Online Activities. PAKDD (2) 2017: 233-246 - 2016
- [j14]Thinh Minh Do, Yasuko Matsubara, Yasushi Sakurai:
Non-linear Time-series Analysis of Social Influence. J. Inf. Process. 24(6): 937-945 (2016) - [c43]Yasuko Matsubara, Yasushi Sakurai:
Regime Shifts in Streams: Real-time Forecasting of Co-evolving Time Sequences. KDD 2016: 1045-1054 - [c42]Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos:
Non-Linear Mining of Competing Local Activities. WWW 2016: 737-747 - [c41]Yasushi Sakurai, Yasuko Matsubara, Christos Faloutsos:
Mining Big Time-series Data on the Web. WWW (Companion Volume) 2016: 1029-1032 - [e1]Hong Gao, Jinho Kim, Yasushi Sakurai:
Database Systems for Advanced Applications - DASFAA 2016 International Workshops: BDMS, BDQM, MoI, and SeCoP, Dallas, TX, USA, April 16-19, 2016, Proceedings. Lecture Notes in Computer Science 9645, Springer 2016, ISBN 978-3-319-32054-0 [contents] - 2015
- [c40]Yasushi Sakurai, Yasuko Matsubara, Christos Faloutsos:
Mining and Forecasting of Big Time-series Data. SIGMOD Conference 2015: 919-922 - [c39]Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos:
The Web as a Jungle: Non-Linear Dynamical Systems for Co-evolving Online Activities. WWW 2015: 721-731 - 2014
- [c38]Yasuko Matsubara, Yasushi Sakurai, Naonori Ueda, Masatoshi Yoshikawa:
Fast and Exact Monitoring of Co-Evolving Data Streams. ICDM 2014: 390-399 - [c37]Yasuko Matsubara, Yasushi Sakurai, Willem G. van Panhuis
FUNNEL: automatic mining of spatially coevolving epidemics. KDD 2014: 105-114 - [c36]Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos
AutoPlait: automatic mining of co-evolving time sequences. SIGMOD Conference 2014: 193-204 - 2013
- [j13]Takuya Maekawa, Yasue Kishino, Yasushi Sakurai, Takayuki Suyama:
Activity recognition with hand-worn magnetic sensors. Pers. Ubiquitous Comput. 17(6): 1085-1094 (2013) - [j12]Machiko Toyoda, Yasushi Sakurai, Yoshiharu Ishikawa:
Pattern discovery in data streams under the time warping distance. VLDB J. 22(3): 295-318 (2013) - [c35]Yasue Kishino, Yasushi Sakurai, Yutaka Yanagisawa, Takayuki Suyama, Futoshi Naya:
SVD-based hierarchical data gathering for environmental monitoring. UbiComp (Adjunct Publication) 2013: 9-12 - [c34]Yasuko Matsubara, Lei Li
F-Trail: Finding Patterns in Taxi Trajectories. PAKDD (1) 2013: 86-98 - 2012
- [j11]Tomoharu Iwata, Takeshi Yamada, Yasushi Sakurai, Naonori Ueda:
Sequential Modeling of Topic Dynamics with Multiple Timescales. ACM Trans. Knowl. Discov. Data 5(4): 19:1-19:27 (2012) - [j10]Takuya Maekawa, Yutaka Yanagisawa, Yasushi Sakurai, Yasue Kishino, Koji Kamei, Takeshi Okadome:
Context-aware web search in ubiquitous sensor environments. ACM Trans. Internet Techn. 11(3): 12:1-12:23 (2012) - [c33]Yasuko Matsubara, Yasushi Sakurai, B. Aditya Prakash, Lei Li
Rise and fall patterns of information diffusion: model and implications. KDD 2012: 6-14 - [c32]Yasuko Matsubara, Yasushi Sakurai, Christos Faloutsos
Fast mining and forecasting of complex time-stamped events. KDD 2012: 271-279 - [c31]Takuya Maekawa, Yasue Kishino, Yutaka Yanagisawa, Yasushi Sakurai:
WristSense: Wrist-worn sensor device with camera for daily activity recognition. PerCom Workshops 2012: 510-512 - [c30]Takuya Maekawa, Yasue Kishino, Yutaka Yanagisawa, Yasushi Sakurai:
Mimic Sensors: Battery-Shaped Sensor Node for Detecting Electrical Events of Handheld Devices. Pervasive 2012: 20-38 - [c29]Takuya Maekawa, Yasue Kishino, Yutaka Yanagisawa, Yasushi Sakurai:
Recognizing Handheld Electrical Device Usage with Hand-Worn Coil of Wire. Pervasive 2012: 234-252 - 2011
- [j9]Yasuko Matsubara, Yasushi Sakurai, Masatoshi Yoshikawa:
D-Search: an efficient and exact search algorithm for large distribution sets. Knowl. Inf. Syst. 29(1): 131-157 (2011) - [c28]Takuya Maekawa, Yasue Kishino, Yutaka Yanagisawa, Yasushi Sakurai:
WPT: A Toolkit for Publishing a Web-Based Lifelog. CONTEXT 2011: 185-199 - [c27]Takuya Maekawa, Yasue Kishino, Yasushi Sakurai, Takayuki Suyama:
Recognizing the Use of Portable Electrical Devices with Hand-Worn Magnetic Sensors. Pervasive 2011: 276-293 - [c26]Yasushi Sakurai, Lei Li, Yasuko Matsubara, Christos Faloutsos
WindMine: Fast and Effective Mining of Web-click Sequences. SDM 2011: 759-770 - 2010
- [j8]Takeshi Okadome, Yasue Kishino, Takuya Maekawa, Koji Kamei, Yutaka Yanagisawa, Yasushi Sakurai:
The Event Search Engine. Int. J. Cogn. Informatics Nat. Intell. 4(1): 30-44 (2010) - [j7]Koji Kamei, Yutaka Yanagisawa, Takuya Maekawa, Yasue Kishino, Yasushi Sakurai, Takeshi Okadome:
Incremental Knowledge Construction for Real-World Event Understanding. Int. J. Cogn. Informatics Nat. Intell. 4(1): 65-79 (2010) - [j6]Yasushi Sakurai, Christos Faloutsos
Fast Discovery of Group Lag Correlations in Streams. ACM Trans. Knowl. Discov. Data 5(1): 5:1-5:43 (2010) - [c25]Machiko Toyoda, Yasushi Sakurai:
Discovery of cross-similarity in data streams. ICDE 2010: 101-104 - [c24]Tomoharu Iwata, Takeshi Yamada, Yasushi Sakurai, Naonori Ueda:
Online multiscale dynamic topic models. KDD 2010: 663-672 - [c23]Takuya Maekawa, Yutaka Yanagisawa, Yasue Kishino, Katsuhiko Ishiguro, Koji Kamei, Yasushi Sakurai, Takeshi Okadome:
Object-Based Activity Recognition with Heterogeneous Sensors on Wrist. Pervasive 2010: 246-264
2000 – 2009
- 2009
- [j5]Yasuhiro Fujiwara, Yasushi Sakurai, Masaru Kitsuregawa:
Fast likelihood search for hidden Markov models. ACM Trans. Knowl. Discov. Data 3(4): 18:1-18:37 (2009) - [c22]Koji Kamei, Yutaka Yanagisawa, Takuya Maekawa, Yasue Kishino, Yasushi Sakurai, Takeshi Okadome:
Labeling-based knowledge construction for real-world event understanding. IEEE ICCI 2009: 116-124 - [c21]Norihiro Takahashi, Tomoki Yoshihisa, Yasushi Sakurai, Masanori Kanazawa:
A Parallelized Data Stream Processing System Using Dynamic Time Warping Distance. CISIS 2009: 1100-1105 - [c20]Yasuko Matsubara, Yasushi Sakurai, Masatoshi Yoshikawa:
Scalable Algorithms for Distribution Search. ICDM 2009: 347-356 - [c19]Takuya Maekawa, Yutaka Yanagisawa, Yasushi Sakurai, Yasue Kishino, Koji Kamei, Takeshi Okadome:
Web searching for daily living. SIGIR 2009: 27-34 - 2008
- [j4]Takuya Maekawa, Yutaka Yanagisawa, Yasue Kishino, Koji Kamei, Yasushi Sakurai, Takeshi Okadome:
Object-Blog System for Environment-Generated Content. IEEE Pervasive Comput. 7(4): 20-27 (2008) - [c18]Hanghang Tong
Fast mining of complex time-stamped events. CIKM 2008: 759-768 - [c17]Machiko Toyoda, Yasushi Sakurai, Toshikazu Ichikawa:
Identifying Similar Subsequences in Data Streams. DEXA 2008: 210-224 - [c16]Yasue Kishino, Yasushi Sakurai, Koji Kamei, Yutaka Yanagisawa, Takuya Maekawa, Takeshi Okadome:
Data gathering in high-density wireless sensor networks using hierarchical clustering. ISWCS 2008: 547-551 - [c15]Yasuhiro Fujiwara, Yasushi Sakurai, Masashi Yamamuro:
SPIRAL: efficient and exact model identification for hidden Markov models. KDD 2008: 247-255 - [c14]Yasushi Sakurai, Rosalynn Chong, Lei Li, Christos Faloutsos
Efficient Distribution Mining and Classification. SDM 2008: 632-643 - [c13]Takuya Maekawa, Yutaka Yanagisawa, Yasushi Sakurai, Yasue Kishino, Koji Kamei, Takeshi Okadome:
Web page retrieval in ubiquitous sensor environments. SIGIR 2008: 759-760 - 2007
- [c12]Yasushi Sakurai, Christos Faloutsos
Stream Monitoring under the Time Warping Distance. ICDE 2007: 1046-1055 - [c11]Koji Kamei, Yutaka Yanagisawa, Takuya Maekawa, Yasue Kishino, Yasushi Sakurai, Takeshi Okadome:
Tagging strategies for extracting real-world events with networked sensors. TMR@ICMI 2007: 35-42 - 2006
- [c10]Yasuhiro Fujiwara, Yasushi Sakurai, Masashi Yamamuro:
DAPSS: Exact Subsequence Matching for Data Streams. DASFAA 2006: 80-94 - 2005
- [j3]Yasushi Sakurai, Masatoshi Yoshikawa, Shunsuke Uemura, Ryoji Kataoka:
A similarity search algorithm for ellipsoid queries using spatial transformation. Syst. Comput. Jpn. 36(1): 88-98 (2005) - [c9]Yasushi Sakurai, Spiros Papadimitriou, Christos Faloutsos
AutoLag: Automatic Discovery of Lag Correlations in Stream Data. ICDE 2005: 159-160 - [c8]Yasushi Sakurai, Masatoshi Yoshikawa, Christos Faloutsos
FTW: fast similarity search under the time warping distance. PODS 2005: 326-337 - [c7]Yasushi Sakurai, Spiros Papadimitriou, Christos Faloutsos
BRAID: Stream Mining through Group Lag Correlations. SIGMOD Conference 2005: 599-610 - 2004
- [c6]Takeharu Eda, Yasushi Sakurai, Toshiyuki Amagasa
Dynamic Range Labeling for XML Trees. EDBT Workshops 2004: 230-239 - [c5]Naoko Kosugi, Yasushi Sakurai, Masashi Morimoto:
SoundCompass: A Practical Query-by-Humming System. SIGMOD Conference 2004: 881-886 - 2003
- [j2]Yasushi Sakurai, Masatoshi Yoshikawa, Shunsuke Uemura, Haruhiko Kojima:
An indexing technique using relative approximation for high-dimensional data. Syst. Comput. Jpn. 34(12): 77-91 (2003) - 2002
- [j1]Yasushi Sakurai, Masatoshi Yoshikawa, Shunsuke Uemura, Haruhiko Kojima:
Spatial indexing of high-dimensional data based on relative approximation. VLDB J. 11(2): 93-108 (2002) - 2001
- [c4]Yasushi Sakurai, Masatoshi Yoshikawa, Ryoji Kataoka, Shunsuke Uemura:
Similarity Search for Adaptive Ellipsoid Queries Using Spatial Transformation. VLDB 2001: 231-240 - 2000
- [c3]Yasushi Sakurai, Masatoshi Yoshikawa, Shunsuke Uemura, Haruhiko Kojima:
The Subspace Coding Method: A New Indexing Scheme for High-Dimensional Data. CIKM 2000: 210-218 - [c2]Yasushi Sakurai, Masatoshi Yoshikawa, Shunsuke Uemura, Haruhiko Kojima:
The A-tree: An Index Structure for High-Dimensional Spaces Using Relative Approximation. VLDB 2000: 516-526
1990 – 1999
- 1998
- [c1]Yasushi Sakurai, Masatoshi Yoshikawa, Shunsuke Uemura:
High-Dimensional Nearest Neighbor Search Based on Virtual Bounding Rectangles. FODO 1998: 258-267
Coauthor Index
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