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Journal Articles
- 2018
[j3]Germain Forestier
, François Petitjean, Pavel Senin, Fabien Despinoy, Arnaud Huaulmé, Hassan Ismail Fawaz, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Pierre Jannin:
Surgical motion analysis using discriminative interpretable patterns. Artif. Intell. Medicine 91: 3-11 (2018)- [j2]Pavel Senin, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein:
GrammarViz 3.0: Interactive Discovery of Variable-Length Time Series Patterns. ACM Trans. Knowl. Discov. Data 12(1): 10:1-10:28 (2018) - 2017
- [j1]Germain Forestier, François Petitjean, Pavel Senin, Laurent Riffaud, Pierre-Louis Hénaux, Pierre Jannin:
Finding discriminative and interpretable patterns in sequences of surgical activities. Artif. Intell. Medicine 82: 11-19 (2017)
Conference and Workshop Papers
- 2023
- [c9]Mena Soliman Asaad Kamel, Amrut Sarangi, Cindy Qin, Het Barot, Pavel Senin, Sergio Villordo, Sunaal Mathew, Albert Pla Planas, Ziv Bar-Joseph:
Deep-Learning Based Cell Segmentation and Deconvolution in Spatial Transcriptomics. BCB 2023: 68:1 - 2017
- [c8]Germain Forestier, François Petitjean, Pavel Senin, Fabien Despinoy, Pierre Jannin:
Discovering Discriminative and Interpretable Patterns for Surgical Motion Analysis. AIME 2017: 136-145 - [c7]Crystal Chen, Arnold P. Boedihardjo, Brian S. Jenkins, Charlotte L. Ellison, Jessica Lin, Pavel Senin, Tim Oates:
STAVIS 2.0: Mining Spatial Trajectories via Motifs. SSTD 2017: 433-439 - 2016
- [c6]Xing Wang, Jessica Lin, Pavel Senin, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein:
RPM: Representative Pattern Mining for Efficient Time Series Classification. EDBT 2016: 185-196 - 2015
- [c5]Sunil Gandhi, Tim Oates, Arnold P. Boedihardjo, Crystal Chen, Jessica Lin, Pavel Senin, Susan Frankenstein, Xing Wang:
A Generative Model For Time Series Discretization Based On Multiple Normal Distributions. PIKM@CIKM 2015: 19-25 - [c4]Pavel Senin, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein:
Time series anomaly discovery with grammar-based compression. EDBT 2015: 481-492 - 2014
- [c3]Rasaq Otunba, Jessica Lin, Pavel Senin:
MBPD: Motif-Based Period Detection. PAKDD Workshops 2014: 793-804 - [c2]Pavel Senin, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein, Manfred Lerner:
GrammarViz 2.0: A Tool for Grammar-Based Pattern Discovery in Time Series. ECML/PKDD (3) 2014: 468-472 - 2013
- [c1]Pavel Senin, Sergey Malinchik:
SAX-VSM: Interpretable Time Series Classification Using SAX and Vector Space Model. ICDM 2013: 1175-1180
Coauthor Index
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