Probabilistic complex event recognition: A survey

E Alevizos, A Skarlatidis, A Artikis… - ACM Computing Surveys …, 2017 - dl.acm.org
Complex event recognition (CER) applications exhibit various types of uncertainty, ranging
from incomplete and erroneous data streams to imperfect complex event patterns. We …

Complex event recognition in the big data era: a survey

N Giatrakos, E Alevizos, A Artikis, A Deligiannakis… - The VLDB Journal, 2020 - Springer
The concept of event processing is established as a generic computational paradigm in
various application fields. Events report on state changes of a system and its environment …

Complex event recognition languages: Tutorial

A Artikis, A Margara, M Ugarte… - Proceedings of the 11th …, 2017 - dl.acm.org
Proceedings of the 11th ACM International Conference on Distributed and Event-based Systems:
Complex Event Recognition Languages Page 1 Tutorial: Complex Event Recognition Languages …

An event calculus for event recognition

A Artikis, M Sergot, G Paliouras - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Systems for symbolic event recognition accept as input a stream of time-stamped events
from sensors and other computational devices, and seek to identify high-level composite …

Axiomatization of socio-economic principles for self-organizing institutions: Concepts, experiments and challenges

J Pitt, J Schaumeier, A Artikis - ACM Transactions on Autonomous and …, 2012 - dl.acm.org
We address the problem of engineering self-organizing electronic institutions for resource
allocation in open, embedded, and resource-constrained systems. In such systems, there is …

Incremental learning of event definitions with inductive logic programming

N Katzouris, A Artikis, G Paliouras - Machine Learning, 2015 - Springer
Event recognition systems rely on knowledge bases of event definitions to infer occurrences
of events in time. Using a logical framework for representing and reasoning about events …

Context-aware decision making under uncertainty for voice-based control of smart home

P Chahuara, F Portet, M Vacher - Expert Systems with Applications, 2017 - Elsevier
This paper presents a framework to build home automation systems reactive to voice for
improved comfort and autonomy at home. The focus of this paper is on the context-aware …

A probabilistic logic programming event calculus

A Skarlatidis, A Artikis, J Filippou… - Theory and Practice of …, 2015 - cambridge.org
We present a system for recognising human activity given a symbolic representation of video
content. The input of our system is a set of time-stamped short-term activities (STA) detected …

Probabilistic event calculus for event recognition

A Skarlatidis, G Paliouras, A Artikis… - ACM Transactions on …, 2015 - dl.acm.org
Symbolic event recognition systems have been successfully applied to a variety of
application domains, extracting useful information in the form of events, allowing experts or …

The ROAD from sensor data to process instances via interaction mining

A Senderovich, A Rogge-Solti, A Gal… - … , CAiSE 2016, Ljubljana …, 2016 - Springer
Process mining is a rapidly developing field that aims at automated modeling of business
processes based on data coming from event logs. In recent years, advances in tracking …