Testing the Use of N-gram Graphs in Summarization Sub-tasks. - George Giannakopoulos; Vangelis Karkaletsis; George A. Vouros (TAC, 2008)

Summarization system evaluation revisited: N-gram graphs. - George Giannakopoulos; Vangelis Karkaletsis; George A. Vouros; Panagiotis Stamatopoulos (ACM Trans. Speech Lang. Process., 2008)

Sentiment Analysis of Figurative Language using a Word Sense Disambiguation Approach. - Vassiliki Rentoumi; George Giannakopoulos; Vangelis Karkaletsis; George A. Vouros (RANLP, 2009)

N-gram Graphs: Representing Documents and Document Sets in Summary System Evaluation. - George Giannakopoulos; Vangelis Karkaletsis (TAC, 2009)

Entity Popularity on the Web: Correlating ANSA News and AOL Search. - Angela Fogarolli; George Giannakopoulos; Heiko Stoermer (AIMSA, 2010)

The Entity Name System: Enabling the web of entities. - Heiko Stoermer; Themis Palpanas; George Giannakopoulos (ICDE Workshops, 2010)

The Effect of History on Modeling Systems' Performance: The Problem of the Demanding Lord. - George Giannakopoulos; Themis Palpanas (ICDM, 2010)

Summarization System Evaluation Variations Based on N-Gram Graphs. - George Giannakopoulos; Vangelis Karkaletsis (TAC, 2010)

MUDOS-NG: Multi-document Summaries Using N-gram Graphs (Tech Report) - George Giannakopoulos; George A. Vouros; Vangelis Karkaletsis (CoRR, 2010)

Detecting and exploiting stability in evolving heterogeneous information spaces. - George Papadakis 001; George Giannakopoulos; Claudia Niederée; Themis Palpanas; Wolfgang Nejdl (JCDL, 2011)

TAC2011 MultiLing Pilot Overview. - George Giannakopoulos; Mahmoud El-Haj; Benoît Favre; Marina Litvak; Josef Steinberger; Vasudeva Varma (TAC, 2011)

AutoSummENG and MeMoG in Evaluating Guided Summaries. - George Giannakopoulos; Vangelis Karkaletsis (TAC, 2011)

SRF: A Framework for the Study of Classifier Behavior under Training Set Mislabeling Noise. - Katsiaryna Mirylenka; George Giannakopoulos; Themis Palpanas (PAKDD (1), 2012)

Detecting Human Features in Summaries - Symbol Sequence Statistical Regularity. - George Giannakopoulos; Vangelis Karkaletsis; George A. Vouros (SETN, 2012)

Representation models for text classification: a comparative analysis over three web document types. - George Giannakopoulos; Petra Mavridi; Georgios Paliouras; George Papadakis 001; Konstantinos Tserpes (WIMS, 2012)

Summary Evaluation: Together We Stand NPowER-ed. - George Giannakopoulos; Vangelis Karkaletsis (CICLing (2), 2013)

Revisiting the effect of history on learning performance: the problem of the demanding lord. - George Giannakopoulos; Themis Palpanas (Knowl. Inf. Syst., 2013)

Analysis and Classification of Constrained DNA Elements with N-gram Graphs and Genomic Signatures. - Dimitris Polychronopoulos; Anastasia Krithara; Christoforos Nikolaou; Georgios Paliouras; Yannis Almirantis; George Giannakopoulos (AlCoB, 2014)

NOMAD: Linguistic Resources and Tools Aimed at Policy Formulation and Validation. - George Kiomourtzis; George Giannakopoulos; Georgios Petasis; Pythagoras Karampiperis; Vangelis Karkaletsis (LREC, 2014)

Author Profiling using Stylometric and Structural Feature Groupings. - Andreas Grivas; Anastasia Krithara; George Giannakopoulos (CLEF (Working Notes), 2015)

Accessible games for blind children, empowered by binaural sound. - Konstantinos Drossos; Nikolaos Zormpas; George Giannakopoulos; Andreas Floros 001 (PETRA, 2015)

MultiLing 2015: Multilingual Summarization of Single and Multi-Documents, On-line Fora, and Call-center Conversations. - George Giannakopoulos; Jeff Kubina; John M. Conroy; Josef Steinberger; Benoît Favre; Mijail A. Kabadjov; Udo Kruschwitz; Massimo Poesio (SIGDIAL Conference, 2015)

White Paper: Brief overview of current practices for open consultation. - Vassilis Giannakopoulos; George Giannakopoulos (CoRR, 2016)

Decentralized provenance-aware publishing with nanopublications. - Tobias Kuhn; Christine Chichester; Michael Krauthammer; Núria Queralt-Rosinach; Ruben Verborgh; George Giannakopoulos; Axel-Cyrille Ngonga Ngomo; Raffaele Viglianti; Michel Dumontier (PeerJ Prepr., 2016)

Graph vs. bag representation models for the topic classification of web documents. - George Papadakis 001; George Giannakopoulos; Georgios Paliouras (World Wide Web, 2016)

MultiLing 2017 Overview. - George Giannakopoulos; John M. Conroy; Jeff Kubina; Peter A. Rankel; Elena Lloret; Josef Steinberger; Marina Litvak; Benoît Favre (MultiLing@EACL, 2017)

Distributing N-Gram Graphs for Classification. - Ioannis Kontopoulos; George Giannakopoulos; Iraklis Varlamis (ADBIS (Short Papers and Workshops), 2017)

JedAI: The Force Behind Entity Resolution. - George Papadakis 001; Leonidas Tsekouras; Emmanouil Thanos; George Giannakopoulos; Themis Palpanas; Manolis Koubarakis (ESWC (Satellite Events), 2017)

The BigDataEurope Platform - Supporting the Variety Dimension of Big Data. - Sören Auer; Simon Scerri; Aad Versteden; Erika Pauwels; Angelos Charalambidis; Stasinos Konstantopoulos; Jens Lehmann 001; Hajira Jabeen; Ivan Ermilov; Gezim Sejdiu; Andreas Ikonomopoulos; Spyros Andronopoulos; et al. (ICWE, 2017)

A Graph-based Text Similarity Measure That Employs Named Entity Information. - Leonidas Tsekouras; Iraklis Varlamis; George Giannakopoulos (RANLP, 2017)

On classifier behavior in the presence of mislabeling noise. - Katsiaryna Mirylenka; George Giannakopoulos; Le Minh Do; Themis Palpanas (Data Min. Knowl. Discov., 2017)

Document clustering as a record linkage problem. - Nikiforos Pittaras; George Giannakopoulos; Leonidas Tsekouras; Iraklis Varlamis (DocEng, 2018)

GeoSensor: On-line Scalable Change and Event Detection over Big Data. - Giorgos Argyriou; George Papadakis 001; George Stamoulis 001; Efi Karra Taniskidou; Nikiforos Pittaras; George Giannakopoulos; Sergio Albani; Michele Lazzarini; Emanuele Angiuli; Anca Popescu; Argyros Argyridis; Manolis Koubarakis (WWW (Companion Volume), 2018)

Accessible electronic games for blind children and young people. - George Giannakopoulos; Nicolas-Alexander Tatlas; Vassilios Giannakopoulos; Andreas Floros 001; Philippos Katsoulis (Br. J. Educ. Technol., 2018)

The return of JedAI: End-to-End Entity Resolution for Structured and Semi-Structured Data. - George Papadakis 001; Leonidas Tsekouras; Emmanouil Thanos; George Giannakopoulos; Themis Palpanas; Manolis Koubarakis (Proc. VLDB Endow., 2018)

A Study of Text Representations for Hate Speech Detection. - Chrysoula Themeli; George Giannakopoulos; Nikiforos Pittaras (CICLing (2), 2019)

Comparative Analysis of Content-based Personalized Microblog Recommendations. - Efi Karra Taniskidou; George Papadakis 001; George Giannakopoulos; Manolis Koubarakis (EDBT, 2019)

A data mining approach for predicting main-engine rotational speed from vessel-data measurements. - Dimitrios Kaklis; George Giannakopoulos; Iraklis Varlamis; Constantine D. Spyropoulos; Takis J. Varelas (IDEAS, 2019)

GeoSensor: semantifying change and event detection over big data. - Nikiforos Pittaras; George Papadakis 001; George Stamoulis 001; Giorgos Argyriou; Efi Karra Taniskidou; Emmanouil Thanos; George Giannakopoulos; Leonidas Tsekouras; Manolis Koubarakis (SAC, 2019)

Comparative Analysis of Content-based Personalized Microblog Recommendations [Experiments and Analysis]. - Efi Karra Taniskidou; George Papadakis 001; George Giannakopoulos; Manolis Koubarakis (CoRR, 2019)

Machine Learning Guided Atom Mapping of Metabolic Reactions. - Eleni E. Litsa; Matthew I. Peña; Mark Moll; George Giannakopoulos; George N. Bennett; Lydia E. Kavraki (J. Chem. Inf. Model., 2019)

Domain- and Structure-Agnostic End-to-End Entity Resolution with JedAI. - George Papadakis 001; Leonidas Tsekouras; Emmanouil Thanos; George Giannakopoulos; Themis Palpanas; Manolis Koubarakis (SIGMOD Rec., 2019)

JedAI3 : beyond batch, blocking-based Entity Resolution. - George Papadakis 001; Leonidas Tsekouras; Emmanouil Thanos; Nikiforos Pittaras; Giovanni Simonini; Dimitrios Skoutas 001; Paul Isaris; George Giannakopoulos; Themis Palpanas; Manolis Koubarakis (EDBT, 2020)

Social Web Observatory: A Platform and Method for Gathering Knowledge on Entities from Different Textual Sources. - Leonidas Tsekouras; Georgios Petasis; George Giannakopoulos; Aris Kosmopoulos (LREC, 2020)

Evaluation of distributed DNA representations on the classification of conserved non-coding elements. - Nikolaos Gialitsis; George Giannakopoulos; Marina Athanasouli (SETN, 2020)

The Impact of Using Machine Learning for the Thematic Classification on Legal Documents. - Aris Kosmopoulos; Stavroula Fikari; George Giannakopoulos (SETN Workshops, 2020)

Summarizing Game Reviews: First Contact. - Aris Kosmopoulos; Antonios Liapis; George Giannakopoulos; Nikiforos Pittaras (SETN Workshops, 2020)

Hybridizing AI and Domain Knowledge in Nanotechnology: the Example of Surface Roughness Effects on Wetting Behavior. - Antonios Stellas; George Giannakopoulos; Vassilios Constantoudis (SETN Workshops, 2020)

Three-dimensional Entity Resolution with JedAI. - George Papadakis 001; Georgios M. Mandilaras; Luca Gagliardelli; Giovanni Simonini; Emmanouil Thanos; George Giannakopoulos; Sonia Bergamaschi; Themis Palpanas; Manolis Koubarakis (Inf. Syst., 2020)

Tree-based Focused Web Crawling with Reinforcement Learning. - Andreas Kontogiannis; Dimitrios Kelesis; Vasilis Pollatos; Georgios Paliouras; George Giannakopoulos (CoRR, 2021)

Reproducible experiments on Three-Dimensional Entity Resolution with JedAI. - Georgios M. Mandilaras; George Papadakis 001; Luca Gagliardelli; Giovanni Simonini; Emmanouil Thanos; George Giannakopoulos; Sonia Bergamaschi; Themis Palpanas; Manolis Koubarakis; Alicia Lara-Clares; Antonio Fariña (Inf. Syst., 2021)

Text classification with semantically enriched word embeddings. - Nikiforos Pittaras; George Giannakopoulos; Georgios Papadakis 001; Vangelis Karkaletsis (Nat. Lang. Eng., 2021)

A Novel Estimation Approach of Pressure Gradient and Haemodynamic Stresses as Indicators of Pathological Aortic Flow Using Subvoxel Modelling. - Pascal Corso; George Giannakopoulos; Utku Gülan; Christos Emmanouil Frouzakis; Markus Holzner (IEEE Trans. Biomed. Eng., 2021)

A big data approach for Fuel Oil Consumption estimation in the maritime industry. - Dimitrios Kaklis; Pavlos Eirinakis; George Giannakopoulos; Constantine D. Spyropoulos; Takis J. Varelas; Iraklis Varlamis (BigDataService, 2022)

Online Training for Fuel Oil Consumption Estimation: A Data Driven Approach. - Dimitrios Kaklis; Iraklis Varlamis; George Giannakopoulos; Constantine D. Spyropoulos; Takis J. Varelas (MDM, 2022)

AIggregate: A Machine Learning Approach for Classifying Micelle Shape. - Alkiviadis Mertzios; Konstantinos D. Papavasileiou; Loukas D. Peristeras; George Giannakopoulos (SETN, 2022)

Investigation of Machine Learning-based Coarse-Grained Mapping Schemes for Organic Molecules. - Dimitris Nasikas; Eleonora Ricci; George Giannakopoulos; Vangelis Karkaletsis; Doros N. Theodorou; Niki Vergadou (SETN, 2022)

Developing Machine-Learned Potentials for Coarse-Grained Molecular Simulations: Challenges and Pitfalls. - Eleonora Ricci; George Giannakopoulos; Vangelis Karkaletsis; Doros N. Theodorou; Niki Vergadou (SETN, 2022)

Generating Realistic Nanorough Surfaces Using an N-Gram-Graph Augmented Deep Convolutional Generative Adversarial Network. - Vasilis Sioros; George Giannakopoulos; Vassilios Constantoudis (SETN, 2022)

Using machine learning to predict mortality and morbidity after Traumatic Brain Injury. - Vasileios Theiou; Aris Salapatas Gkinis; Athanasios Theofanopoulos; George Giannakopoulos; Christos Tsitsipanis (SETN, 2022)

Machine Learning to Develop a Model that predicts Early Impending sepsis in Neurosurgical patients. - Evgenios Vlachos; Aris Salapatas Gkinis; Vasileios Papastergiou; Christos Tsitsipanis; George Giannakopoulos (SETN, 2022)

Supporting Trust Related to Health News Through Artificial Intelligence. - Paul Isaris; George Giannakopoulos; Alexandros Tzoumas (ERCIM News, 2022)

The Financial Narrative Summarisation Shared Task (FNS 2023). - Elias Zavitsanos; Aris Kosmopoulos; George Giannakopoulos; Marina Litvak; Blanca Carbajo-Coronado; Antonio Moreno-Sandoval; Mo El-Haj (IEEE Big Data, 2023)

Content-based and Knowledge-enriched Representations for Classification Across Modalities: A Survey. - Nikiforos Pittaras; George Giannakopoulos; Panagiotis Stamatopoulos; Vangelis Karkaletsis (ACM Comput. Surv., 2023)

Enabling digital twins in the maritime sector through the lens of AI and industry 4.0. - Dimitrios Kaklis; Iraklis Varlamis; George Giannakopoulos; Takis J. Varelas; Constantine D. Spyropoulos (Int. J. Inf. Manag. Data Insights, 2023)

Self-Adaptive Optimization of Coefficients in Multi-Objective Loss Functions. - Spilios Dellis; Eleonora Ricci; Dimitrios-Paraskevas Gerakinis; Niki Vergadou; George Giannakopoulos (SETN, 2024)

Molecular Simulation of Coarse-grained Systems using Machine Learning. - Dimitrios-Paraskevas Gerakinis; Eleonora Ricci; George Giannakopoulos; Vangelis Karkaletsis; Doros N. Theodorou; Niki Vergadou (SETN, 2024)

Solving Linear Elasticity Problems using Physics-Informed Neural Networks. - Petros Kafkas; George Giannakopoulos; Christoforos Rekatsinas (SETN, 2024)

Multi-fidelity Bayesian Optimization for Efficiently Sampling the Design Space of Functionalized Nanoporous Materials. - Ioannis B. Theocharis; Panagiotis Krokidas; Vassilis Gkatsis; George Giannakopoulos (SETN, 2024)

NAVMAT: An AI-supported naval failures knowledge management system. - George Giannakopoulos; Andreas Sideras; Konstantinos Stamatakis; Nikolaos Melanitis (Expert Syst. Appl., 2025)

Machine Learning for Identifying Risk in Financial Statements: A Survey. - Elias Zavitsanos; Eirini Spyropoulou; George Giannakopoulos; Georgios Paliouras (ACM Comput. Surv., 2025)