Pavel Senin

According to our database, Pavel Senin authored at least 12 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Deep-Learning Based Cell Segmentation and Deconvolution in Spatial Transcriptomics.

Mena Soliman Asaad Kamel, Amrut Sarangi, Cindy Qin, Het Barot, Pavel Senin, Sergio Villordo, Sunaal Mathew, Albert Pla Planas, Ziv Bar-Joseph

Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

2018

GrammarViz 3.0: Interactive Discovery of Variable-Length Time Series Patterns.

Pavel Senin, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein

ACM Trans. Knowl. Discov. Data, 2018

Surgical motion analysis using discriminative interpretable patterns.

Germain Forestier, François Petitjean, Pavel Senin, Fabien Despinoy, Arnaud Huaulmé, Hassan Ismail Fawaz, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Pierre Jannin

Artif. Intell. Medicine, 2018

2017

Finding discriminative and interpretable patterns in sequences of surgical activities.

Germain Forestier, François Petitjean, Pavel Senin, Laurent Riffaud, Pierre-Louis Hénaux, Pierre Jannin

Artif. Intell. Medicine, 2017

STAVIS 2.0: Mining Spatial Trajectories via Motifs.

Crystal Chen, Arnold P. Boedihardjo, Brian S. Jenkins, Charlotte L. Ellison, Jessica Lin, Pavel Senin, Tim Oates

Proceedings of the Advances in Spatial and Temporal Databases, 2017

Discovering Discriminative and Interpretable Patterns for Surgical Motion Analysis.

Germain Forestier, François Petitjean, Pavel Senin, Fabien Despinoy, Pierre Jannin

Proceedings of the Artificial Intelligence in Medicine, 2017

2016

RPM: Representative Pattern Mining for Efficient Time Series Classification.

Xing Wang, Jessica Lin, Pavel Senin, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein

Proceedings of the 19th International Conference on Extending Database Technology, 2016

2015

Time series anomaly discovery with grammar-based compression.

Pavel Senin, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein

Proceedings of the 18th International Conference on Extending Database Technology, 2015

A Generative Model For Time Series Discretization Based On Multiple Normal Distributions.

Sunil Gandhi, Tim Oates, Arnold P. Boedihardjo, Crystal Chen, Jessica Lin, Pavel Senin, Susan Frankenstein, Xing Wang

Proceedings of the 8th Workshop on Ph.D. Workshop in Information and Knowledge Management, 2015

2014

GrammarViz 2.0: A Tool for Grammar-Based Pattern Discovery in Time Series.

Pavel Senin, Jessica Lin, Xing Wang, Tim Oates, Sunil Gandhi, Arnold P. Boedihardjo, Crystal Chen, Susan Frankenstein, Manfred Lerner

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

MBPD: Motif-Based Period Detection.

Rasaq Otunba, Jessica Lin, Pavel Senin

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2014

2013

SAX-VSM: Interpretable Time Series Classification Using SAX and Vector Space Model.

Pavel Senin, Sergey Malinchik

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013