New Generation Computing - Selected papers from the international workshop on algorithmic learning theory,1990
LOF: identifying density-based local outliers
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
A framework for diagnosing changes in evolving data streams
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Learning, detection and representation of multi-agent events in videos
Artificial Intelligence
Event Modeling and Recognition Using Markov Logic Networks
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part II
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Situation awareness via abductive reasoning from Semantic Sensor data: A preliminary report
CTS '09 Proceedings of the 2009 International Symposium on Collaborative Technologies and Systems
Recognizing activities with multiple cues
Proceedings of the 2nd conference on Human motion: understanding, modeling, capture and animation
Logic-based representation, reasoning and machine learning for event recognition
Proceedings of the Fourth ACM International Conference on Distributed Event-Based Systems
Markov Logic: An Interface Layer for Artificial Intelligence
Markov Logic: An Interface Layer for Artificial Intelligence
Predicting the Future with Social Media
WI-IAT '10 Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
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In this paper we give an overview of the existing research results and open research challenges in applying complex event processing for real-time situational awareness. We consider two different viewpoints: better detection of emerging complex situations and prediction of future situations. In order to illustrate these viewpoints we consider two application areas: activity recognition from the video content and social media observation, respectively.