Publications

C. Akasiadis, E. Kladis, P.F. Kamberi, E. Michelioudakis, E. Alevizos, A. Artikis (2024).
A Framework to Evaluate Early Time-Series Classification Algorithms.
In EDBT, pp. 623–635, OpenProceedings.

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E. Michelioudakis, A. Artikis, G. Paliouras (2024).
Online Semi-Supervised Learning of Composite Event Rules by Combining Structure and Mass-Based Predicate Similarity.
In Machine Learning, 113(3), pp. 1445–1481.

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E. Michelioudakis (2023).
Scalable Semi-Supervised Structure Learning for Event Recognition.
Doctoral Thesis, National and Kapodistrian University of Athens, Greece.

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V. Stavropoulos, E. Michelioudakis, C. Akasiadis, A. Artikis (2022).
Resource-Effective Exploration of Tumor Treatments with Multi-scale Simulations.
In SETN, pp. 1–10, ACM.

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C. Akasiadis, M. Ponce-de-Leon, A. Montagud, E. Michelioudakis, A. Atsidakou, A. Alevizos, A. Artikis, A. Valencia, G. Paliouras (2022).
Parallel Model Exploration for Tumor Treatment Simulations.
In Computational Intelligence, pp. 1379–1401 Wiley.

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E. Kladis, C. Akasiadis, E. Michelioudakis, E. Alevizos, A. Artikis (2021).
An Empirical Evaluation of Early Time-Series Classification Algorithms.
In EDBT/ICDT Workshops.

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

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E. Alevizos, A. Artikis, N. Katzouris, E. Michelioudakis, G. Paliouras (2018).
The Complex Event Recognition Group.
In SIGMOD Record, 47(2), pp. 61–66.

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N. Katzouris, E. Michelioudakis, A. Artikis, G. Paliouras (2018).
Online Learning of Weighted Relational Rules for Complex Event Recognition.
In ECML/PKDD, pp. 396–413, Springer.

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E. Michelioudakis, A. Skarlatidis, G. Paliouras, A. Artikis (2016).
OSLš¯›¼: Online Structure Learning Using Background Knowledge Axiomatization.
In ECML/PKDD, pp. 232–247, Springer.

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E. Michelioudakis, A. Artikis, G. Paliouras (2016).
Online Structure Learning for Traffic Management.
In Inductive Logic Programming, pp. 27–39, Springer.

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