Pavel Senin

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 7

Top Topics

Pattern Discovery

Interesting Patterns

Top Venues

Artif. Intell. Medicine

PAKDD Workshops

Publications

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)
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) (2018)
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 (2018)
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)
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 (2017)
Germain Forestier, François Petitjean, Pavel Senin, Fabien Despinoy, Pierre Jannin
Discovering Discriminative and Interpretable Patterns for Surgical Motion Analysis. AIME (2017)
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)
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)
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)
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)
Rasaq Otunba, Jessica Lin, Pavel Senin
MBPD: Motif-Based Period Detection. PAKDD Workshops (2014)
Pavel Senin, Sergey Malinchik
SAX-VSM: Interpretable Time Series Classification Using SAX and Vector Space Model. ICDM (2013)