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George Giannakopoulos
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2020 – today
- 2023
- [j15]Nikiforos Pittaras
, George Giannakopoulos
Content-based and Knowledge-enriched Representations for Classification Across Modalities: A Survey. ACM Comput. Surv. 55(14s): 312:1-312:40 (2023) - [j14]Dimitrios Kaklis
Enabling digital twins in the maritime sector through the lens of AI and industry 4.0. Int. J. Inf. Manag. Data Insights 3(2): 100178 (2023) - [c40]Elias Zavitsanos, Aris Kosmopoulos, George Giannakopoulos, Marina Litvak, Blanca Carbajo-Coronado, Antonio Moreno-Sandoval, Mo El-Haj
The Financial Narrative Summarisation Shared Task (FNS 2023). IEEE Big Data 2023: 2890-2896 - 2022
- [c39]Dimitrios Kaklis
A big data approach for Fuel Oil Consumption estimation in the maritime industry. BigDataService 2022: 39-47 - [c38]Dimitrios Kaklis, Iraklis Varlamis, George Giannakopoulos, Constantine D. Spyropoulos, Takis J. Varelas:
Online Training for Fuel Oil Consumption Estimation: A Data Driven Approach. MDM 2022: 394-400 - [c37]Dimitris Nasikas, Eleonora Ricci
Investigation of Machine Learning-based Coarse-Grained Mapping Schemes for Organic Molecules. SETN 2022: 51:1-51:8 - [c36]Eleonora Ricci
Developing Machine-Learned Potentials for Coarse-Grained Molecular Simulations: Challenges and Pitfalls. SETN 2022: 52:1-52:6 - [c35]Vasilis Sioros, George Giannakopoulos, Vassilios Constantoudis:
Generating Realistic Nanorough Surfaces Using an N-Gram-Graph Augmented Deep Convolutional Generative Adversarial Network. SETN 2022: 53:1-53:10 - [c34]Evgenios Vlachos, Aris Salapatas Gkinis, Vasileios Papastergiou, Christos Tsitsipanis, George Giannakopoulos:
Machine Learning to Develop a Model that predicts Early Impending sepsis in Neurosurgical patients. SETN 2022: 54:1-54:5 - [c33]Vasileios Theiou, Aris Salapatas Gkinis, Athanasios Theofanopoulos
Using machine learning to predict mortality and morbidity after Traumatic Brain Injury. SETN 2022: 55:1-55:5 - [c32]Alkiviadis Mertzios, Konstantinos D. Papavasileiou, Loukas D. Peristeras, George Giannakopoulos:
AIggregate: A Machine Learning Approach for Classifying Micelle Shape. SETN 2022: 58:1-58:7 - [i14]Dimitris Nasikas, Eleonora Ricci, George Giannakopoulos, Vangelis Karkaletsis, Doros N. Theodorou
Investigation of Machine Learning-based Coarse-Grained Mapping Schemes for Organic Molecules. CoRR abs/2209.12946 (2022) - [i13]Eleonora Ricci, George Giannakopoulos, Vangelis Karkaletsis, Doros N. Theodorou
Developing Machine-Learned Potentials for Coarse-Grained Molecular Simulations: Challenges and Pitfalls. CoRR abs/2209.12948 (2022) - [i12]Paul Isaris, George Giannakopoulos, Alexandros Tzoumas:
Supporting Trust Related to Health News Through Artificial Intelligence. ERCIM News 2022(130) (2022) - 2021
- [j13]Georgios M. Mandilaras, George Papadakis
Reproducible experiments on Three-Dimensional Entity Resolution with JedAI. Inf. Syst. 102: 101830 (2021) - [j12]Nikiforos Pittaras, George Giannakopoulos, Georgios Papadakis, Vangelis Karkaletsis:
Text classification with semantically enriched word embeddings. Nat. Lang. Eng. 27(4): 391-425 (2021) - [j11]Pascal Corso
A Novel Estimation Approach of Pressure Gradient and Haemodynamic Stresses as Indicators of Pathological Aortic Flow Using Subvoxel Modelling. IEEE Trans. Biomed. Eng. 68(3): 980-991 (2021) - [e2]George Giannakopoulos, Eleni Galiotou, Nikolaos Vasillas:
Workshops of the 11th EETN Conference on Artificial Intelligence 2020 co-located with the 11th EETN Conference on Artificial Intelligence (SETN 2020), Athens, Greece, September 2-4, 2020. CEUR Workshop Proceedings 2844, CEUR-WS.org 2021 [contents] - [i11]Chrysoula Themeli
A study of text representations in Hate Speech Detection. CoRR abs/2102.04521 (2021) - [i10]Andreas Kontogiannis, Dimitrios Kelesis, Vasilis Pollatos, Georgios Paliouras, George Giannakopoulos:
Tree-based Focused Web Crawling with Reinforcement Learning. CoRR abs/2112.07620 (2021) - 2020
- [j10]George Papadakis
Three-dimensional Entity Resolution with JedAI. Inf. Syst. 93: 101565 (2020) - [c31]George Papadakis, Leonidas Tsekouras, Emmanouil Thanos, Nikiforos Pittaras, Giovanni Simonini, Dimitrios Skoutas
JedAI3 : beyond batch, blocking-based Entity Resolution. EDBT 2020: 603-606 - [c30]Leonidas Tsekouras, Georgios Petasis, George Giannakopoulos, Aris Kosmopoulos:
Social Web Observatory: A Platform and Method for Gathering Knowledge on Entities from Different Textual Sources. LREC 2020: 2000-2008 - [c29]Aris Kosmopoulos, Antonios Liapis, George Giannakopoulos, Nikiforos Pittaras:
Summarizing Game Reviews: First Contact. SETN Workshops 2020: 22-31 - [c28]Nikolaos Gialitsis
Evaluation of distributed DNA representations on the classification of conserved non-coding elements. SETN 2020: 41-47 - [c27]Antonios Stellas, George Giannakopoulos, Vassilios Constantoudis:
Hybridizing AI and Domain Knowledge in Nanotechnology: the Example of Surface Roughness Effects on Wetting Behavior. SETN Workshops 2020: 48-54 - [c26]Aris Kosmopoulos, Stavroula Fikari, George Giannakopoulos:
The Impact of Using Machine Learning for the Thematic Classification on Legal Documents. SETN Workshops 2020: 108-112
2010 – 2019
- 2019
- [j9]Eleni E. Litsa
Machine Learning Guided Atom Mapping of Metabolic Reactions. J. Chem. Inf. Model. 59(3): 1121-1135 (2019) - [j8]George Papadakis
Domain- and Structure-Agnostic End-to-End Entity Resolution with JedAI. SIGMOD Rec. 48(4): 30-36 (2019) - [c25]Chrysoula Themeli, George Giannakopoulos, Nikiforos Pittaras:
A Study of Text Representations for Hate Speech Detection. CICLing (2) 2019: 424-437 - [c24]Efi Karra Taniskidou, George Papadakis, George Giannakopoulos
Comparative Analysis of Content-based Personalized Microblog Recommendations. EDBT 2019: 193-204 - [c23]Dimitrios Kaklis
A data mining approach for predicting main-engine rotational speed from vessel-data measurements. IDEAS 2019: 14:1-14:10 - [c22]Nikiforos Pittaras, George Papadakis, George Stamoulis, Giorgos Argyriou, Efi Karra Taniskidou, Emmanouil Thanos, George Giannakopoulos
GeoSensor: semantifying change and event detection over big data. SAC 2019: 2259-2266 - [i9]Efi Karra Taniskidou, George Papadakis, George Giannakopoulos, Manolis Koubarakis:
Comparative Analysis of Content-based Personalized Microblog Recommendations [Experiments and Analysis]. CoRR abs/1901.05497 (2019) - 2018
- [j7]George Giannakopoulos
Accessible electronic games for blind children and young people. Br. J. Educ. Technol. 49(4): 608-619 (2018) - [j6]George Papadakis
The return of JedAI: End-to-End Entity Resolution for Structured and Semi-Structured Data. Proc. VLDB Endow. 11(12): 1950-1953 (2018) - [c21]Nikiforos Pittaras, George Giannakopoulos
Document clustering as a record linkage problem. DocEng 2018: 39:1-39:4 - [c20]Giorgos Argyriou, George Papadakis, George Stamoulis, Efi Karra Taniskidou, Nikiforos Pittaras, George Giannakopoulos, Sergio Albani, Michele Lazzarini, Emanuele Angiuli, Anca Popescu, Argyros Argyridis
GeoSensor: On-line Scalable Change and Event Detection over Big Data. WWW (Companion Volume) 2018: 223-226 - 2017
- [j5]Katsiaryna Mirylenka
On classifier behavior in the presence of mislabeling noise. Data Min. Knowl. Discov. 31(3): 661-701 (2017) - [c19]George Giannakopoulos, John M. Conroy, Jeff Kubina, Peter A. Rankel, Elena Lloret, Josef Steinberger, Marina Litvak, Benoît Favre:
MultiLing 2017 Overview. MultiLing@EACL 2017: 1-6 - [c18]Ioannis Kontopoulos
Distributing N-Gram Graphs for Classification. ADBIS (Short Papers and Workshops) 2017: 3-11 - [c17]George Papadakis
JedAI: The Force Behind Entity Resolution. ESWC (Satellite Events) 2017: 161-166 - [c16]Sören Auer
The BigDataEurope Platform - Supporting the Variety Dimension of Big Data. ICWE 2017: 41-59 - [c15]Leonidas Tsekouras, Iraklis Varlamis, George Giannakopoulos:
A Graph-based Text Similarity Measure That Employs Named Entity Information. RANLP 2017: 765-771 - [e1]George Giannakopoulos, Elena Lloret, John M. Conroy, Josef Steinberger, Marina Litvak, Peter A. Rankel, Benoît Favre:
Proceedings of the Workshop on Summarization and Summary Evaluation Across Source Types and Genres, MultiLing@EACL 2017, Valencia, Spain, April 3, 2017. Association for Computational Linguistics 2017, ISBN 978-1-945626-41-8 [contents] - 2016
- [j4]Tobias Kuhn
Decentralized provenance-aware publishing with nanopublications. PeerJ Comput. Sci. 2: e78 (2016) - [j3]George Papadakis
Graph vs. bag representation models for the topic classification of web documents. World Wide Web 19(5): 887-920 (2016) - [i8]Vassilis Giannakopoulos, George Giannakopoulos:
White Paper: Brief overview of current practices for open consultation. CoRR abs/1607.08091 (2016) - [i7]Tobias Kuhn
Decentralized provenance-aware publishing with nanopublications. PeerJ Prepr. 4: e1760 (2016) - 2015
- [c14]Andreas Grivas, Anastasia Krithara, George Giannakopoulos:
Author Profiling using Stylometric and Structural Feature Groupings. CLEF (Working Notes) 2015 - [c13]Konstantinos Drossos
Accessible games for blind children, empowered by binaural sound. PETRA 2015: 5:1-5:8 - [c12]George Giannakopoulos, Jeff Kubina, John M. Conroy, Josef Steinberger, Benoît Favre, Mijail A. Kabadjov, Udo Kruschwitz
MultiLing 2015: Multilingual Summarization of Single and Multi-Documents, On-line Fora, and Call-center Conversations. SIGDIAL Conference 2015: 270-274 - 2014
- [c11]Dimitris Polychronopoulos
Analysis and Classification of Constrained DNA Elements with N-gram Graphs and Genomic Signatures. AlCoB 2014: 220-234 - [c10]George Kiomourtzis, George Giannakopoulos, Georgios Petasis, Pythagoras Karampiperis, Vangelis Karkaletsis:
NOMAD: Linguistic Resources and Tools Aimed at Policy Formulation and Validation. LREC 2014: 3464-3470 - 2013
- [j2]George Giannakopoulos
Revisiting the effect of history on learning performance: the problem of the demanding lord. Knowl. Inf. Syst. 36(3): 653-691 (2013) - [c9]George Giannakopoulos
Summary Evaluation: Together We Stand NPowER-ed. CICLing (2) 2013: 436-450 - 2012
- [c8]Katsiaryna Mirylenka
SRF: A Framework for the Study of Classifier Behavior under Training Set Mislabeling Noise. PAKDD (1) 2012: 109-121 - [c7]George Giannakopoulos
Detecting Human Features in Summaries - Symbol Sequence Statistical Regularity. SETN 2012: 114-123 - [c6]George Giannakopoulos
Representation models for text classification: a comparative analysis over three web document types. WIMS 2012: 13:1-13:12 - 2011
- [c5]George Papadakis
Detecting and exploiting stability in evolving heterogeneous information spaces. JCDL 2011: 95-104 - [i6]George Giannakopoulos, Mahmoud El-Haj, Benoît Favre, Marina Litvak, Josef Steinberger, Vasudeva Varma:
TAC2011 MultiLing Pilot Overview. TAC 2011 - [i5]George Giannakopoulos, Vangelis Karkaletsis:
AutoSummENG and MeMoG in Evaluating Guided Summaries. TAC 2011 - 2010
- [c4]Angela Fogarolli, George Giannakopoulos
Entity Popularity on the Web: Correlating ANSA News and AOL Search. AIMSA 2010: 141-150 - [c3]Heiko Stoermer, Themis Palpanas, George Giannakopoulos
The Entity Name System: Enabling the web of entities. ICDE Workshops 2010: 227-232 - [c2]George Giannakopoulos
The Effect of History on Modeling Systems' Performance: The Problem of the Demanding Lord. ICDM 2010: 809-814 - [i4]George Giannakopoulos, Vangelis Karkaletsis:
Summarization System Evaluation Variations Based on N-Gram Graphs. TAC 2010 - [i3]George Giannakopoulos, George A. Vouros, Vangelis Karkaletsis:
MUDOS-NG: Multi-document Summaries Using N-gram Graphs (Tech Report). CoRR abs/1012.2042 (2010)
2000 – 2009
- 2009
- [c1]Vassiliki Rentoumi, George Giannakopoulos, Vangelis Karkaletsis, George A. Vouros:
Sentiment Analysis of Figurative Language using a Word Sense Disambiguation Approach. RANLP 2009: 370-375 - [i2]George Giannakopoulos, Vangelis Karkaletsis:
N-gram Graphs: Representing Documents and Document Sets in Summary System Evaluation. TAC 2009 - 2008
- [j1]George Giannakopoulos
Summarization system evaluation revisited: N-gram graphs. ACM Trans. Speech Lang. Process. 5(3): 5:1-5:39 (2008) - [i1]George Giannakopoulos, Vangelis Karkaletsis, George A. Vouros:
Testing the Use of N-gram Graphs in Summarization Sub-tasks. TAC 2008
Coauthor Index
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