A complete software stack for IoT time-series analysis that combines semantics and machine learning—lessons learned from the Dyversify project

D De Paepe, S Vanden Hautte, B Steenwinckel… - Applied Sciences, 2021 - mdpi.com
Companies are increasingly gathering and analyzing time-series data, driven by the rising
number of IoT devices. Many works in literature describe analysis systems built using either …

Quasi-periodicity detection via repetition invariance of path signatures

C Wang, L Luo, U Aickelin - … on Knowledge Discovery and Data Mining, 2023 - Springer
Periodicity or repetition detection has a wide varieties of use cases in human activity
tracking, music pattern discovery, physiological signal monitoring and more. While there …

Efficient consensus motif discovery of all lengths in multiple time series

M Zhang, P Wang, W Wang - International Conference on Database …, 2022 - Springer
Time series motif discovery is an important primitive for the time series data mining. With the
explosion of new sensing technology, there is a continuously increasing amount of time …

[图书][B] Advances in Knowledge Discovery and Data Mining: 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Osaka, Japan …

H Kashima, T Ide, WC Peng - 2023 - books.google.com
The 4-volume set LNAI 13935-13938 constitutes the proceedings of the 27th Pacific-Asia
Conference on Knowledge Discovery and Data Mining, PAKDD 2023, which took place in …

Advances in Knowledge Discovery and Data Mining

H Kashima, T Ide, WC Peng - Springer
Knowledge graphs (KGs) can effectively organize and represent facts about the world in a
structured fashion. More and more KGs have been constructed based on different data …

Application of data analytics processes for the detection of anomalous energy patterns in buildings

S Deho - 2021 - webthesis.biblio.polito.it
In recent years, the technological development in virtually every sector has often made it
possible to consider real-world data–thanks to the ever-growing ease in collecting and …

[PDF][PDF] Quasi-periodicity Detection via Repetition Invariance of Path Signatures

U Aickelin - researchgate.net
Periodicity or repetition detection has a wide varieties of use cases in human activity
tracking, music pattern discovery, physiological signal monitoring and more. While there …