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 …

Event processing under uncertainty

A Artikis, O Etzion, Z Feldman, F Fournier - Proceedings of the 6th ACM …, 2012 - dl.acm.org
Big data is recognized as one of the three technology trends at the leading edge a CEO
cannot afford to overlook in 2012. Big data is characterized by volume, velocity, variety and …

[PDF][PDF] Heterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management.

A Artikis, M Weidlich, F Schnitzler, I Boutsis, T Liebig… - EDBT, 2014 - openproceedings.org
Urban traffic gathers increasing interest as cities become bigger, crowded and “smart”. We
present a system for heterogeneous stream processing and crowdsourcing supporting …

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 …

SVAS: surveillance video analysis system

K Kardas, NK Cicekli - Expert Systems with Applications, 2017 - Elsevier
This paper introduces a Surveillance Video Analysis System, called SVAS, for surveillance
domain, in which the semantic rules and the definition of event models can be learned or …

Self-adaptive event recognition for intelligent transport management

A Artikis, M Weidlich, A Gal… - … Conference on Big …, 2013 - ieeexplore.ieee.org
Intelligent transport management involves the use of voluminous amounts of uncertain
sensor data to identify and effectively manage issues of congestion and quality of service. In …

Heterogeneous stream processing for disaster detection and alarming

F Schnizler, T Liebig, S Mannor, G Souto… - … Conference on Big …, 2014 - ieeexplore.ieee.org
We present a novel approach for event recognition in massive streams of heterogeneous
data driven by privacy policies and big data event processing. New technologies in mobile …

On event detection from spatial time series for urban traffic applications

G Souto, T Liebig - Solving Large Scale Learning Tasks. Challenges and …, 2016 - Springer
Since the last decades the availability and granularity of location-based data has been
rapidly growing. Besides the proliferation of smartphones and location-based social …