Paliouras, Georgios

17 publications

MLJ 2025 Analyzing the Effect of Residual Connections to Oversmoothing in Graph Neural Networks Dimitrios Kelesis, Dimitris Fotakis, Georgios Paliouras

MLJ 2025 Partially Trained Graph Convolutional Networks Resist Oversmoothing Dimitrios Kelesis, Dimitris Fotakis, Georgios Paliouras

IJCAI 2024 A Tensor-Based Formalization of the Event Calculus Efthimis Tsilionis, Alexander Artikis, Georgios Paliouras

MLJ 2024 Online Semi-Supervised Learning of Composite Event Rules by Combining Structure and Mass-Based Predicate Similarity Evangelos Michelioudakis, Alexander Artikis, Georgios Paliouras

IJCAI 2023 Incremental Event Calculus for Run-Time Reasoning (Extended Abstract) Efthimis Tsilionis, Alexander Artikis, Georgios Paliouras

JAIR 2022 Incremental Event Calculus for Run-Time Reasoning Efthimis Tsilionis, Alexander Artikis, Georgios Paliouras

MLJ 2019 Semi-Supervised Online Structure Learning for Composite Event Recognition Evangelos Michelioudakis, Alexander Artikis, Georgios Paliouras

ECML-PKDD 2018 Online Learning of Weighted Relational Rules for Complex Event Recognition Nikos Katzouris, Evangelos Michelioudakis, Alexander Artikis, Georgios Paliouras

ECML-PKDD 2016 \mathtt OSLα : Online Structure Learning Using Background Knowledge Axiomatization Evangelos Michelioudakis, Anastasios Skarlatidis, Georgios Paliouras, Alexander Artikis

MLJ 2015 Incremental Learning of Event Definitions with Inductive Logic Programming Nikos Katzouris, Alexander Artikis, Georgios Paliouras

JMLR 2011 Non-Parametric Estimation of Topic Hierarchies from Texts with Hierarchical Dirichlet Processes Elias Zavitsanos, Georgios Paliouras, George A. Vouros

ECML-PKDD 2010 KDTA: Automated Knowledge-Driven Text Annotation Katerina Papantoniou, George Tsatsaronis, Georgios Paliouras

MLJ 2007 Guest Editorial to the Special Issue on Grammatical Inference Georgios Paliouras, Yasubumi Sakakibara

JMLR 2005 Combining Information Extraction Systems Using Voting and Stacked Generalization Georgios Sigletos, Georgios Paliouras, Constantine D. Spyropoulos, Michalis Hatzopoulos

ICML 2000 Clustering the Users of Large Web Sites into Communities Georgios Paliouras, Christos Papatheodorou, Vangelis Karkaletsis, Constantine D. Spyropoulos

IJCAI 1999 Learning Rules for Large Vocabulary Word Sense Disambiguation Georgios Paliouras, Vangelis Karkaletsis, Constantine D. Spyropoulos

ECML-PKDD 1995 The Effect of Numeric Features on the Scalability of Inductive Learning Programs Georgios Paliouras, David S. Brée