Signal transduction and gene regulation are at the heart of cell and developmental biology, driving cell fate decisions and tissue homeostasis. In cancer, ...

Abstract: Training deep neural networks on unaligned sequence data is fundamental to tasks such as automatic speech recognition, lyrics alignment, and automatic music transcription (AMT). Popular loss ...

shapedtw-python is an extension to the dtw-python package, implementing the shape dtw algorithm described by L. Itii and J. Zhao in their paper (it can be downloaded from here: shapeDTW: shape Dynamic ...

Abstract: Video data exhibits significant redundancy. Existing frame sampling techniques, relying solely on global or local strategies, suffer from stability issue and struggle to balance efficiency ...

Library for time series distances (e.g. Dynamic Time Warping) used in the DTAI Research Group. The library offers a pure Python implementation and a fast implementation in C. The C implementation has ...

Modern telecommunication systems produce large amounts of alarm messages, and alarm management is vital for telecommunication systems’ high-quality performance. Building functional networks by ...