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stat.ML2020★ 5 cited
Personalized Activity Recognition with Deep Triplet Embeddings
David M. Burns, Cari M. Whyne
A significant challenge for a supervised learning approach to inertial human activity recognition is the heterogeneity of data between individual users, resulting in very poor perf…
stat.ML2018
Seglearn: A Python Package for Learning Sequences and Time Series
David M. Burns, Cari M. Whyne
Seglearn is an open-source python package for machine learning time series or sequences using a sliding window segmentation approach. The implementation provides a flexible pipelin…