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Publications

Selected Publications


2017

Vlassopoulos C. and Artikis A.. Towards A Simple Event Calculus for Run-Time Reasoning. Thirteenth International Symposium on Commonsense Reasoning (Commonsense-2017) (pdf) (slides)

Artikis A., Margara A., Ugarte M., Vansummeren S. and Weidlich M.: Complex Event Recognition Languages: Tutorial. DEBS 2017: 7-10 (pdf) (slides)

Alevizos E., Skarlatidis A., Artikis A. and Paliouras G.. Probabilistic Complex Event Recognition: A Survey. ACM Computing Surveys. To appear. (pdf)

Alevizos E., Artikis A. and Paliouras G.: Event Forecasting with Pattern Markov Chains, Proceedings of Distributed and Event-Based Systems (DEBS) 2017. (pdf)

Artikis A., Katzouris N., Correia I., Baber C., Morar N., Skarbovsky I., Fournier F. and Paliouras G.: A Prototype for Credit Card Fraud Management, Proceedings of Distributed and Event-Based Systems (DEBS) 2017. (pdf)

Patroumpas K., Alevizos E., Artikis A., Vodas M., Pelekis N., Theodoridis Y.: Online event recognition from moving vessel trajectories. GeoInformatica 21(2): 389-427 (2017) (pdf)

2016

Michelioudakis, E., Artikis, A., Paliouras, G. Online Structure Learning for Traffic Management, International Conference on Inductive Logic Programming, London, England, September 2016 (pdf)

Vlassopoulos C., Kontopoulos I., Apostolou M., Artikis A., and Vogiatzis D.: Dynamic graph management for streaming social media analytics. DEBS 2016: 382-385

Katzouris N., Artikis A., Paliouras G.: Online Learning of Event Definitions, to appear in Theory and Practice of Logic Programming (TPLP), special issue for the 32nd International Conference of Logic Programming (ICLP 2016). (pdf)

Micheloudakis V., Skarlatidis A., Paliouras G and Artikis A: OSLa: Online Structure Learning using Background Knowledge Axiomatization, to appear in the proceedings of ECML 2016 (pdf)

2015

Artikis A. and Weidlich M. Distribution and Uncertainty in Complex Event Recognition. RuleML, pp.70-80, 2015.

Alevizos E., Artikis A., Patroumpas K., Vodas M., Theodoridis Y., and Pelekis N.: How not to drown in a sea of information: An event recognition approach. IEEE Big Data, Santa Clara, CA, USA, 2015. (pdf)

Billis A., Katzouris N., Artikis A., Bamidis P.: Clinical Decision Support for Active and Healthy Ageing: An Intelligent Monitoring Approach of Daily Living Activities. 17th Portuguese Conference on Artificial Intelligence (EPIA 2015) (pdf)

Katzouris N., Artikis A., Paliouras G. Incremental Learning of Event Definitions with Inductive Logic Programming. Machine Learning 100(2-3): 555-585 (pdf)

Patroumbas K., Artikis A., Kazouris N., Vodas M., Theodoridis Y. and Pelekis N. Event Recognition for Maritime Surveillance. 18th International Conference on Extending Database Technology (EDBT 2015). (pdf)

Skarlatidis A., Paliouras G., Artikis A. and Vouros G. Probabilistic Event Calculus for Event Recognition. ACM Transactions on Computational Logic, 16(2): 11:1-11:37.
(pdf)

Artikis A., Sergot M. and Paliouras G. An Event Calculus for Event Recognition. IEEE Transactions on Knowledge and Data Engineering (TKDE), 27(4): 895-908.(pdf)


2014

Artikis A., Gal A., Kalogeraki V. and Weidlich M. Event Recognition Challenges and Techniques. ACM Transactions on Internet Technology 14(1), 2014. (pdf)

Artikis A., Baber C., Bizarro P., Canudas-de-Wit C., Etzion O., Fournier F., Goulart P., Howes A., Lygeros J., Paliouras G., Schuster A. and Sharfman I. Scalable Proactive Event-Driven Decision-Making. IEEE Technology & Society Magazine, 2014. (pdf)

E. Alevizos and A. Artikis Being logical or going with the flow? A comparison of Complex Event Processing systems. 8th Hellenic Conference on Artificial Intelligence (SETN), 2014. (pdf)

N. Katzouris, A. Artikis and G. Paliouras Event Recognition for Unobtrusive Assisted Living. 8th Hellenic Conference on Artificial Intelligence (SETN), 2014. (pdf)

A. Artikis, M. Weidlich, F. Schnitzler, I. Boutsis, T. Liebig, N. Piatkowski, C. Bockermann, K. Morik, V. Kalogeraki, J. Marecek, A. Gal, S. Mannor, D. Gunopulos and D. Kinane. Heterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management. International Conference on Extending Database Technology (EDBT), 2014. (pdf)


2013

Artikis A., Weidlich M., Gal A., Kalogeraki V. and Gunopulos D. Self-Adaptive Event Recognition for Intelligent Transport Management, IEEE Conference on Big Data, 2013. (pdf)

Skarlatidis A., Artikis A., Filippou J. and Paliouras G. A Probabilistic Logic Programming Event Calculus, Journal of Theory and Practice of Logic Programming (TPLP), 2013. (pdf)


2012

Artikis A., Sergot M. and Paliouras G. Run-Time Composite Event Recognition, International Conference on Distributed Event-Based Systems (DEBS), pp. 69-80, ACM, 2012. (pdf)

Artikis A., Etzion O., Feldman Z. and Fournier F. Event Processing under Uncertainty, International Conference on Distributed Event-Based Systems (DEBS), pp. 32-43, ACM, 2012. (pdf)

Artikis A., Marterer R., Pottebaum J. and Paliouras G. Event Processing for Intelligent Resource Management, European Conference on Artificial Intelligence (ECAI), 943-948, 2012. (pdf)

Artikis A., Skarlatidis A., Portet F. and Paliouras G. Logic-Based Event Recognition, Knowledge Engineering Review, 27(4):469-506, 2012. (pdf)

Pottebaum J., Artikis A., Marterer R. and Paliouras G. User-Oriented Evaluation of Event-Based Decision-Support Systems. Proceedings of IEEE International Conference on Tools for Artificial Intelligence (ICTAI), 2012.

Artikis A., Kompatsiaris Y., Winkler T. and Mylonas P. (editors), Special Issue on Event Recognition , Applied Artificial Intelligence Journal, 26(1-2), 2012.


2011

Skarlatidis A., Paliouras G., Vouros G. and Artikis A. Probabilistic Event Calculus based on Markov Logic Networks. Proceedings of International Symposium on Rules (RuleML@BRF), pp. 155-170, Springer, 2011. (pdf)

Pottebaum J., Artikis A., Marterer R., Paliouras G. and Koch R. Event definition for the application of event processing to intelligent resource management. International Conference on Information Systems for Crisis Response and Management (ISCRAM), 2011. (pdf)


2010

Artikis A., Paliouras G., Portet F. and Skarlatidis A. Logic-Based Representation, Reasoning and Machine Learning for Event Recognition, International Conference on Distributed Event-Based Systems (DEBS), pp. 282-293, ACM, 2010. (pdf)

Artikis A., Sergot M. and Paliouras G. A Logic Programming Approach to Activity Recognition, ACM International Workshop on Events in Multimedia, 2010. (pdf)

Artikis A., Skarlatidis A. and Paliouras G. Behaviour Recognition from Video Content: A Logic Programming Approach, International Journal of Artificial Intelligence Tools, 19(2):193-209, 2010. (pdf)


1997

Paliouras G. Refinement of Temporal Constraints in an Event Recognition System using Small Datasets. Ph.D. Thesis, Department of Computer Science, University of Manchester, UK, 1997 (pdf)