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Publications

In Press

  • Artikis A., Makris E. and Paliouras G., A Probabilistic Interval-based Event Calculus for Activity Recognition.
    In Annals of Mathematics and Artificial Intelligence, 2019. PDF DOI

  • Giatrakos N., Alevizos E., Artikis A., Deligianakis A. and Garofalakis M., Complex Event Recognition in the Big Data Era.
    In The International Journal on Very Large DataBases (VLDBJ), 2019. PDF DOI

  • Morar E., Baber C., McCabe F., Starke S., Skarbovsky I., Artikis A., Correia I.,
    Drilling into Dashboards: Responding to Computer Recommendation in Fraud Analysis.
    In IEEE Transactions on Human-Machine Systems, 2019. PDF DOI

  • Artikis A. and Zissis D. (editors), Maritime Informatics, Springer.

  • Han van der Aa, Alexander Artikis, Matthias Weidlich, Complex Event Processing Methods for Process Querying.
    In Process Querying Methods, editor Artem Polyvyanyy, Springer. PDF

2019

  • Michelioudakis E., Artikis A. and Paliouras G., Semi-Supervised Online Structure Learning for Composite Event Recognition.
    In Machine Learning, 108(7), pp. 1085–1110, 2019. PDF BibTeX DOI

  • Katzouris N., Artikis A. and Paliouras G., Parallel Online Event Calculus Learning for Complex Event Recognition.
    In Future Generation Computer Systems, 94, pp. 468–478, 2019. PDF BibTeX DOI

  • Tsilionis E., Koutroumanis N., Nikitopoulos P., Doulkeridis C. and Artikis A., Online Event Recognition from Moving Vehicles.
    In Theory and Practice of Logic Programming (TPLP), 19(5-6), pp. 841–856, 2019. PDF Slides BibTeX DOI

  • Tsilionis E., Artikis A. and Paliouras G., Incremental Event Calculus for Run-Time Reasoning.
    In 13th International Conference on Distributed and Event-Based Systems (DEBS), pp. 79–90, 2019. PDF Slides BibTeX DOI

  • Giatrakos N., Katzouris N., Deligiannakis A., Artikis A., Garofalakis M., Paliouras G., Arndt H., Grasso R., Klinkenberg R., Ponce de Leon M., Tartaglia G., Valencia A., Zissis D., Interactive Extreme-Scale Analytics Towards Battling Cancer.
    In IEEE Technology and Society Magazine, 38(2), pp. 54–61, 2019 PDF BibTeX DOI

  • Pitsikalis M., Artikis A., Dreo R., Ray C., Camossi E., and Jousselme A., Composite Event Recognition for Maritime Monitoring.
    In 13th International Conference on Distributed and Event-Based Systems (DEBS), pp. 163–174, 2019 PDF Slides BibTeX DOI

  • Giatrakos N., Artikis A., Deligianakis A. and Garofalakis M., Uncertainty-Aware Event Analytics over Distributed Settings.
    In 13th International Conference on Distributed and Event-Based Systems (DEBS), pp. 175–186, 2019. PDF Slides BibTeX DOI

  • Zocholl M., Iphar C., Pitsikalis M., Jousselme A., Artikis A. and Ray C., Evaluation of maritime event detection against missing data.
    In 12th International Conference on Quality of Information and Communications Technology, pp. 275–288, 2019. PDF Slides BibTeX DOI

2018

  • E. Alevizos, A. Artikis, N. Katzouris, E. Michelioudakis and G. Paliouras, The Complex Event Recognition Group.
    In Special Interest Group on Management of Data Record (SIGMOD), 47(2), pp. 61–66, 2018. PDF BibTeX DOI

  • Alevizos E., Artikis A., and Paliouras G., Wayeb: a Tool for Complex Event Forecasting.
    In 22nd International Conference on Logic for Programming, Artificial Intelligence and Reasoning (LPAR), pp. 26–35, 2018. PDF Slides BibTeX

  • Athanasopoulos G., Paliouras G., Vogiatzis D., Tzortzis G. and Katzouris N.,
    Predicting the Evolution of Communities with Online Inductive Logic Programming.
    In 25th International Symposium on Temporal Representation and Reasoning (TIME), pp. 4:1–4:20, 2018. PDF BibTeX DOI

  • Santipantakis G., Vlachou A., Doulkeridis C., Artikis A., Kontopoulos I. and Vouros G., A Stream Reasoning System for Maritime Monitoring.
    In 25th International Symposium on Temporal Representation and Reasoning (TIME), pp. 20:1–20:17, 2018. PDF BibTeX DOI

  • Katzouris N., Michelioudakis E., Artikis A. and Paliouras G., Online Learning of Weighted Relational Rules for Complex Event Recognition.
    In European Conference on Machine Learning (ECML-PKDD), pp. 396–413, 2018. PDF Slides BibTeX DOI

  • Pitsikalis M., Kontopoulos I., Artikis A., Alevizos E., Delaunay P., Pouessel J., Dreo R., Ray C., Camossi E., Jousselme A. and Hadzagic M., Composite Event Patterns for Maritime Monitoring.
    In 10th Hellenic Conference on Artificial Intelligence (SETN), pp. 29:1–29:4, 2018. PDF Slides BibTeX DOI

  • G. A. Vouros, A. Vlachou, G. Santipantakis, G. Doulkeridis, N. Pelekis, H. Georgiou, Y. Theodoridis, K. Patroumpas, E. Alevizos, A. Artikis, G. Fuchs, M. Mock, G. Andrienko, N Andrienko, C. Claramunt, C. Ray, E. Camossi and A.-L. Jousselme, Increasing Maritime Situation Awareness via Trajectory Detection, Enrichment and Recognition of Events.
    In 16th International Symposium on Web and Wireless Geographical Information Systems (W2GIS), pp. 130–140, 2018 PDF BibTeX DOI

  • Qadah E., Mock M., Alevizos E. and Fuchs G.,
    A Distributed Online Learning Approach for Pattern Prediction over Movement Event Streams with Apache Flink.
    In Workshops of the International Conference on Extending Database Technology (EDBT), pp. 109–116, 2018. PDF BibTeX

  • G. A. Vouros, A. Vlachou, G. Santipantakis, C. Doulkeridis, N. Pelekis, H. Georgiou, Y. Theodoridis, K. Patroumpas, Elias Alevizos, A. Artikis, G. Fuchs, M. Mock, G. Andrienko, N. Andrienko, C. Claramunt, C. Ray, E. Camossi, A. Jousselme, D. Scarlatti, J. M. Cordero, Big Data Analytics for Time Critical Mobility Forecasting: Recent Progress and Research Challenges.
    In 21st International Conference on Extending Database Technology (EDBT), pp. 612–623, 2018. PDF BibTeX DOI

2017

  • Katzouris N., Scalable Relational Learning for Event Recognition. Ph.D. Thesis,
    Department of Informatics & Telecommunications, National and Kapodistrian University of Athens, 2017. PDF Slides

  • Nikos Giatrakos, Alexander Artikis, Antonios Deligiannakis, Minos N. Garofalakis, Complex Event Recognition in the Big Data Era.
    In International Journal on Very Large DataBases (PVLDB), 10(12), pp. 1996–1999, 2017. PDF Slides BibTeX DOI

  • Alevizos E., Skarlatidis A., Artikis A. and Paliouras G., Probabilistic Complex Event Recognition: A Survey.
    In Association for Computing Machinery Computing Surveys (ACM), 50(5), pp. 71:1–71:31, 2017 PDF BibTeX DOI

  • Patroumpas K., Alevizos E., Artikis A., Vodas M., Pelekis N., Theodoridis Y., Online event recognition from moving vessel trajectories.
    In GeoInformatica, 21(2), pp. 389–427, 2017. PDF BibTeX DOI

  • Katzouris N., Artikis A and Paliouras G., Parallel Online Learning of Event Definitions.
    In 27th International Conference on Inductive Logic Programming (ILP), pp. 78–93, 2017. PDF Slides BibTeX DOI

  • Vlassopoulos C. and Artikis A., Towards A Simple Event Calculus for Run-Time Reasoning.
    In 13th International Symposium on Commonsense Reasoning, 2017. PDF Slides BibTeX

  • Artikis A., Margara A., Ugarte M., Vansummeren S. and Weidlich M., Complex Event Recognition Languages: Tutorial.
    In 11th International Conference on Distributed and Event-Based Systems (DEBS), pp. 7–10, 2017. PDF Slides BibTeX DOI

  • Alevizos E., Artikis A. and Paliouras G., Event Forecasting with Pattern Markov Chains.
    In 11th International Conference on Distributed and Event-Based Systems (DEBS), pp. 146–157, 2017. PDF Slides BibTeX DOI

  • Artikis A., Katzouris N., Correia I., Baber C., Morar N., Skarbovsky I., Fournier F. and Paliouras G.,
    A Prototype for Credit Card Fraud Management.
    In 11th International Conference on Distributed and Event-Based Systems (DEBS), pp. 249–260, 2017. PDF Slides BibTeX DOI

2016

  • Katzouris N., Artikis A., Paliouras G., Online Learning of Event Definitions.
    In Theory and Practice of Logic Programming (TPLP), 16(5-6), pp. 817–833, 2016. PDF BibTeX DOI

  • Michelioudakis E., Skarlatidis A., Paliouras G and Artikis A, OSLα: Online Structure Learning using Background Knowledge Axiomatization.
    In European Conference on Machine Learning (ECML-PKDD), pp. 232–247, 2016 PDF Slides BibTeX DOI

  • Michelioudakis, E., Artikis, A., Paliouras, G., Online Structure Learning for Traffic Management.
    In 26th International Conference on Inductive Logic Programming (ILP), pp. 27–39, 2016 PDF Slides BibTeX DOI

  • Vlassopoulos C., Kontopoulos I., Apostolou M., Artikis A., and Vogiatzis D., Dynamic graph management for streaming social media analytics.
    In 10th International Conference on Distributed and Event-Based Systems (DEBS), pp. 382–385, 2016 Slides BibTeX DOI

2015

  • Katzouris N., Artikis A., Paliouras G., Incremental Learning of Event Definitions with Inductive Logic Programming.
    In Machine Learning, 100(2-3), pp. 555–585, 2015. PDF BibTeX DOI

  • Skarlatidis A., Paliouras G., Artikis A. and Vouros G., Probabilistic Event Calculus for Event Recognition.
    In ACM Transactions on Computational Logic, 16(2), pp. 11:1–11:37, 2015. PDF BibTeX DOI

  • Artikis A., Sergot M. and Paliouras G., An Event Calculus for Event Recognition.
    In IEEE Transactions on Knowledge and Data Engineering (TKDE), 27(4), 895–908, 2015. PDF BibTeX DOI

  • Skarlatidis A., Artikis A., Filippou J. and Paliouras G., A Probabilistic Logic Programming Event Calculus.
    In Theory and Practice of Logic Programming (TPLP), 15(2), pp. 213–245, 2015. PDF BibTeX DOI

  • Artikis A. and Weidlich M., Distribution and Uncertainty in Complex Event Recognition.
    In 9th International Joint Conference on Rules and Reasoning (RuleML), pp.70–80, 2015. PDF BibTeX DOI

  • 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.
    In IEEE International Conference on Big Data, pp. 984–990, 2015. PDF Slides BibTeX DOI

  • Billis A., Katzouris N., Artikis A., Bamidis P.,
    Clinical Decision Support for Active and Healthy Ageing: An Intelligent Monitoring Approach of Daily Living Activities.
    In 17th Portuguese Conference on Artificial Intelligence (EPIA), pp. 128–133, 2015. PDF BibTeX DOI

  • Patroumbas K., Artikis A., Kazouris N., Vodas M., Theodoridis Y. and Pelekis N., Event Recognition for Maritime Surveillance.
    In 18th International Conference on Extending Database Technology (EDBT), pp. 629–640, 2015. PDF Slides BibTeX DOI

2014

  • Skarlatidis A., Event Recognition Under Uncertainty and Incomplete Data. Ph.D. Thesis,
    Department of Digital Systems, University of Piraeus, 2014. PDF

  • Artikis A., Gal A., Kalogeraki V. and Weidlich M., Event Recognition Challenges and Techniques.
    In ACM Transactions on Internet Technology, 14(1), pp. 1:1–1:9, 2014. PDF BibTeX DOI

  • Artikis A., Baber C., Bizarro P., Canudas-de-Wit C., Etzion O., Fournier F., Goulart P., Howes A., Lygeros J., Paliouras G., Schuster A., Sharfman I., Scalable Proactive Event-Driven Decision-Making.
    In IEEE Technology & Society Magazine, 33(3), pp. 35–41, 2014. PDF BibTeX DOI

  • E. Alevizos and A. Artikis, Being logical or going with the flow? A comparison of Complex Event Processing systems.
    In 8th Hellenic Conference on Artificial Intelligence (SETN), pp. 460–474, 2014. PDF BibTeX DOI

  • N. Katzouris, A. Artikis and G. Paliouras, Event Recognition for Unobtrusive Assisted Living.
    In 8th Hellenic Conference on Artificial Intelligence (SETN), pp. 475–488, 2014. PDF Slides BibTeX DOI

  • 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 Crowd sourcing for Urban Traffic Management.
    In 17th International Conference on Extending Database Technology (EDBT), pp. 712–723, 2014. PDF Slides BibTeX DOI

2013

  • Artikis A., Weidlich M., Gal A., Kalogeraki V. and Gunopulos D., Self-Adaptive Event Recognition for Intelligent Transport Management.
    In IEEE International Conference on Big Data, pp. 319–325, 2013. PDF BibTeX DOI

2012

  • Artikis A., Skarlatidis A., Portet F. and Paliouras G., Logic-Based Event Recognition.
    In Knowledge Engineering Review, 27(4), pp. 469–506, 2012. PDF BibTeX DOI

  • Artikis A., Kompatsiaris Y., Winkler T. and Mylonas P., Introduction to the Special Issue on Event Recognition.
    In Applied Artificial Intelligence Journal, 26(1-2), pp. 1–5, 2012. BibTeX DOI

  • Artikis A., Sergot M. and Paliouras G., Run-Time Composite Event Recognition.
    In 6th International Conference on Distributed Event-Based Systems (DEBS), pp. 69–80, 2012. PDF Slides BibTeX DOI

  • Artikis A., Etzion O., Feldman Z. and Fournier F., Event Processing under Uncertainty.
    In 6th International Conference on Distributed Event-Based Systems (DEBS), pp. 32–43, 2012. PDF BibTeX DOI

  • Artikis A., Marterer R., Pottebaum J. and Paliouras G., Event Processing for Intelligent Resource Management.
    In 20th European Conference on Artificial Intelligence (ECAI), pp. 943–948, 2012. PDF BibTeX DOI

  • Pottebaum J., Artikis A., Marterer R. and Paliouras G., User-Oriented Evaluation of Event-Based Decision-Support Systems.
    In 24th IEEE International Conference on Tools for Artificial Intelligence (ICTAI), pp. 162–169, 2012. PDF BibTeX DOI

2011

  • Skarlatidis A., Paliouras G., Vouros G. and Artikis A., Probabilistic Event Calculus based on Markov Logic Networks.
    In 5th International Symposium on Rules (RuleML), pp. 155–170, 2011. PDF Slides BibTeX DOI

  • Pottebaum J., Artikis A., Marterer R., Paliouras G. and Koch R.,
    Event Definition for the Application of Event Processing to Intelligent Resource Management.
    In 8th International Conference on Information Systems for Crisis Response and Management (ISCRAM), 2011. PDF

2010

  • Artikis A., Skarlatidis A. and Paliouras G., Behaviour Recognition from Video Content: A Logic Programming Approach.
    In International Journal of Artificial Intelligence Tools, 19(2), pp. 193–209, 2010. PDF BibTeX DOI

  • Artikis A., Paliouras G., Portet F. and Skarlatidis A., Logic-Based Representation, Reasoning and Machine Learning for Event Recognition.
    In 4th International Conference on Distributed Event-Based Systems (DEBS), pp. 282–293, 2010. PDF BibTeX DOI

  • Artikis A., Sergot M. and Paliouras G., A Logic Programming Approach to Activity Recognition.
    In 2nd ACM International Workshop on Events in Multimedia (EIMM), pp. 3–8, 2010. PDF BibTeX DOI

2009

  • Artikis A., Sergot M. and Pitt J., Specifying Norm-Governed Computational Societies.
    IN ACM Transactions on Computational Logic, 10(1), pp. 1:1–1:42, 2009. PDF BibTeX DOI

  • Artikis A. and Paliouras G., Event Recognition for Intelligent Resource Management.
    In PerAda Magazine, 2009. PDF

  • Artikis A. and Paliouras G. Behaviour Recognition Using the Event Calculus.
    In 5th IFIP Conference on Artificial Intelligence Applications & Innovations (AIAI), pp. 469–478, 2009. PDF BibTeX DOI

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