SAX-VSM: Interpretable Time Series Classification Using SAX and Vector Space Model. - Pavel Senin; Sergey Malinchik (ICDM, 2013)

MBPD: Motif-Based Period Detection. - Rasaq Otunba; Jessica Lin 001; Pavel Senin (PAKDD Workshops, 2014)

GrammarViz 2.0: A Tool for Grammar-Based Pattern Discovery in Time Series. - Pavel Senin; Jessica Lin 001; Xing Wang 011; Tim Oates 001; Sunil Gandhi; Arnold P. Boedihardjo; Crystal Chen; Susan Frankenstein; Manfred Lerner (ECML/PKDD (3), 2014)

A Generative Model For Time Series Discretization Based On Multiple Normal Distributions. - Sunil Gandhi; Tim Oates 001; Arnold P. Boedihardjo; Crystal Chen; Jessica Lin 001; Pavel Senin; Susan Frankenstein; Xing Wang 011 (PIKM@CIKM, 2015)

Time series anomaly discovery with grammar-based compression. - Pavel Senin; Jessica Lin 001; Xing Wang 011; Tim Oates 001; Sunil Gandhi; Arnold P. Boedihardjo; Crystal Chen; Susan Frankenstein (EDBT, 2015)

RPM: Representative Pattern Mining for Efficient Time Series Classification. - Xing Wang 011; Jessica Lin 001; Pavel Senin; Tim Oates 001; Sunil Gandhi; Arnold P. Boedihardjo; Crystal Chen; Susan Frankenstein (EDBT, 2016)

Discovering Discriminative and Interpretable Patterns for Surgical Motion Analysis. - Germain Forestier; François Petitjean; Pavel Senin; Fabien Despinoy; Pierre Jannin (AIME, 2017)

STAVIS 2.0: Mining Spatial Trajectories via Motifs. - Crystal Chen; Arnold P. Boedihardjo; Brian S. Jenkins; Charlotte L. Ellison; Jessica Lin 001; Pavel Senin; Tim Oates 001 (SSTD, 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)

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)

GrammarViz 3.0: Interactive Discovery of Variable-Length Time Series Patterns. - Pavel Senin; Jessica Lin 001; Xing Wang 011; Tim Oates 001; Sunil Gandhi; Arnold P. Boedihardjo; Crystal Chen; Susan Frankenstein (ACM Trans. Knowl. Discov. Data, 2018)

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 (BCB, 2023)