Efficient process discovery from event streams using sequential pattern mining

M Hassani, S Siccha, F Richter… - 2015 IEEE symposium …, 2015 - ieeexplore.ieee.org
Process mining is an emerging research area that applies the well-established data mining
solutions to the challenging business process modeling problems. Mining streams of …

[PDF][PDF] Mining Sequential Patterns of Event Streams in a Smart Home Application.

M Hassani, C Beecks, D Töws, T Seidl - LWA, 2015 - researchgate.net
Recent advances in sensing techniques enabled the possibility to gain precise information
about switched-on devices in smart home environments. One is particularly interested in …

Understanding the bigger picture: Batch-free exploration of streaming sequential patterns with accurate prediction

M Hassani, D Töws, T Seidl - Proceedings of the Symposium on Applied …, 2017 - dl.acm.org
Finding sequential patterns in data streams has been an attractive research topic recently.
Available approaches are able to bound the error of found patterns by using a static …

[PDF][PDF] Linkage pattern mining using interval and order of pattern appearance

S Lee, K Sugimoto, Y Okada - IAENG International Journal of …, 2019 - researchmap.jp
Linkage pattern mining is a data mining technique employed to extract a linkage pattern, that
is, a set of frequent patterns appearing repeatedly across multiple sequential data. In this …

Batch-free Event sequence pattern mining for communication stream data with instant and persistent events

KM Lee, CS Han, JN Jun, JH Lee, SH Lee - Wireless Personal …, 2019 - Springer
Communication systems consist of many subsystems and components among which various
stream data including control messages as well as payload messages are transferred. Some …

Prédire et influencer l'apparition des événements dans une séquence complexe

L Fahed - 2016 - theses.hal.science
Depuis plusieurs années, un nouveau phénomène lié aux données numériques émerge:
des données de plus en plus volumineuses, variées et véloces, apparaissent et sont …