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Viewing Publication 1 - 100 from 621

2022

Knowledge-driven Unsupervised Skills Extraction for Graph-based Talent MatchingIoannis Konstantinidis 0002, Manolis Maragoudakis, Ioannis Magnisalis, Christos Berberidis, Vassilios Peristeras. setn 2022: [doi]

Resource-effective exploration of tumor treatments with multi-scale simulationsVasileios Stavropoulos 0002, Evangelos Michelioudakis, Charilaos Akasiadis, Alexander Artikis. setn 2022: [doi]

SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu Greece, September 7 - 9, 2022ACM, 2022. [doi]

Multi-layer Representation Learning for Robust OOD Image ClassificationAristotelis Ballas, Christos Diou. setn 2022: [doi]

Local Explanation of Dimensionality ReductionAvraam Bardos, Ioannis Mollas, Nick Bassiliades, Grigorios Tsoumakas. setn 2022: [doi]

The Importance of Deciphering Tacit Knowledge in Apparel Product Development for Explainable AI: Proposed steps for increasing digitalization in the apparel industryFatma Baytar, Yoon Yang, Mona Maher. setn 2022: [doi]

Machine learning for time series: from forecasting to causal inferenceGianluca Bontempi. setn 2022: [doi]

Authorship Attribution in Greek Literature Using Word AdjacenciesRizos-Theodoros Chadoulis, Andreas Nikolaou, Constantine Kotropoulos. setn 2022: [doi]

Mass Enhanced Node Embeddings for Drug RepurposingMichail Chatzianastasis, Giannis Nikolentzos, Michalis Vazirgiannis. setn 2022: [doi]

Machine Learning evaluation of microscopy image segmentation methods: The case of Gaussian Mixture ModelsManolis Chatzigeorgiou, Michalis Vrigkas, Nikos Boukos, Margarita Beazi-Katsioti, Marios Katsiotis, Vassilios Constantoudis. setn 2022: [doi]

Design and Implementation of a Robotic CompetitionDimitrios Chatzis, Ergina Kavallieratou. setn 2022: [doi]

Mortality Prediction in ICU Patients Suffering from StrokeDimitrios Dimopoulos, Vasiliki Danilatou, Theodoros Kostoulas. setn 2022: [doi]

Decomposing Twitter Graphs Based On Hashtag Trajectories: Mining And Clustering Paths Over MongoDBGeorgios Drakopoulos, Aristeidis Karras, Christos N. Karras, Konstantinos C. Giotopoulos, Phivos Mylonas, Spyros Sioutas. setn 2022: [doi]

Attitudes and perceptions of Greek drivers towards Autonomous and Connected VehiclesDimitrios Gerekos, Nikolaos Lampiris, Pantelis Kopelias, Athanasios Theofilatos, Stavros Karkanis. setn 2022: [doi]

SCALE-BOSS: A framework for scalable time-series classification using symbolic representationsApostolos Glenis, George A. Vouros. setn 2022: [doi]

The Performance Impact of Combining Agent Factorization with Different Learning Algorithms for Multiagent CoordinationAndreas Kallinteris, Stavros Orfanoudakis, Georgios Chalkiadakis. setn 2022: [doi]

What are the most important digital qualifications of the employees in the clothing and fashion companies?Evangelia Kampakaki, Evridiki Papachristou, Theodore Tarnanidis, Nikolaos Bilalis. setn 2022: [doi]

Use of AI methods for handling multi-dimensionality and missing values in biomedical dataRediona Kane, Iraklis Varlamis, Mary Yiannakoulia, Nikolaos Skarmeas. setn 2022: [doi]

Data Analysis in Digital Marketing using Machine learning and Artificial Intelligence Techniques, Ethical and Legal Dimensions, State of the ArtAlexios Kaponis, Manolis Maragoudakis. setn 2022: [doi]

Scheduling Drones to Recharge Electric VehiclesEleni Karagianni, Emmanouil Rigas, Nick Bassiliades. setn 2022: [doi]

Use of Intelligent Techniques for Throughput Estimation of Unreliable two-machine Production Lines with Random Processing Times: Preliminary ResultsEvangelos Karampotsis, Konstantinos Boulas, Georgios D. Dounias, Chrissoleon T. Papadopoulos. setn 2022: [doi]

Development of an electric car sharing system in a tourist area by using data driven tools: The idea of Erica projectStavros Karkanis, Georgia Ayfantopoulou, Afroditi Stamelou, Michalis Fousteris, Andreas Garatziotis, Aleka Zachou. setn 2022: [doi]

Weighted Reservoir Sampling On Evolving Streams: A Sampling Algorithmic Framework For Stream Event IdentificationChristos N. Karras, Aristeidis Karras, Georgios Drakopoulos, Konstantinos Tsakalidis, Phivos Mylonas, Spyros Sioutas. setn 2022: [doi]

i-Mannequin: A complete solution for Rapid Garment PrototypingMichail Kaseris, Apostolos Boumpakis, Paschalis Charalampous, Ioannis Kostavelis, Sotiris Malassiotis, Dimitrios Tzovaras. setn 2022: [doi]

Human Activity Recognition using Time Series Feature Extraction and Active LearningVangjel Kazllarof, Sotiris Kotsiantis. setn 2022: [doi]

An evaluation framework for comparing causal inference modelsNiki Kiriakidou, Christos Diou. setn 2022: [doi]

Unsupervised Discovery of Semantic Concepts in Satellite Imagery with Style-based Wavelet-driven Generative ModelsNikos Kostagiolas, Mihalis Nicolaou, Yannis Panagakis. setn 2022: [doi]

Short-term Load Forecasting With Clustered Hybrid Models Based On Hour GranularityEleftherios Kouloumpris, Athina Konstantinou, Stamatis Karlos, Grigorios Tsoumakas, Ioannis P. Vlahavas. setn 2022: [doi]

Modeling the off-target effects of CRISPR-Cas9 experiments for the treatment of Duchenne Muscular DystrophyEleni Koutsoni, Vasileios Konstantakos, Anastasios Nentidis, Anastasia Krithara, Georgios Paliouras. setn 2022: [doi]

Energy Balance Forecasting: An Extensive Multivariate Regression Models ComparisonCharalampos M. Liapis, Sotiris Kotsiantis. setn 2022: [doi]

A Biologically Inspired Computational Trust Model based on the Perspective of the TrusteeZoi Lygizou, Dimitris Kalles. setn 2022: [doi]

Online policies and multimodal data processing for the same day delivery problemZisis Maleas, Sofoklis Dais, Georgia Ayfantopoulou, Josep-Maria Salanova Grau. setn 2022: [doi]

Ontology-based Modelling and Reasoning for Forest Fire Emergencies in Resilient SocietiesPanagiota Masa, Georgios Meditskos, Spyridon Kintzios, Stefanos Vrochidis, Ioannis Kompatsiaris. setn 2022: [doi]

AIggregate: A Machine Learning Approach for Classifying Micelle ShapeAlkiviadis Mertzios, Konstantinos Papavasileiou, Loukas Peristeras, George Giannakopoulos. setn 2022: [doi]

Altruist: Argumentative Explanations through Local Interpretations of Predictive ModelsIoannis Mollas, Nick Bassiliades, Grigorios Tsoumakas. setn 2022: [doi]

Domain-Specific Term Extraction: A Case Study on Greek Maritime Legal TextsDespoina Mouratidis, Eirini Mathe, Yorghos Voutos, Klio Stamou, Katia Lida Kermanidis, Phivos Mylonas, Andreas Kanavos. setn 2022: [doi]

Investigation of Machine Learning-based Coarse-Grained Mapping Schemes for Organic MoleculesDimitris Nasikas, Eleonora Ricci, George Giannakopoulos, Vangelis Karkaletsis, Doros N. Theodorou, Niki Vergadou. setn 2022: [doi]

Compressing Audio Visual Speech Recognition Models With Parameterized Hypercomplex LayersIason-Ioannis Panagos, Giorgos Sfikas, Christophoros Nikou. setn 2022: [doi]

A Hybrid Deep Learning model for predicting the early Alzheimer's Disease stages using MRIEugenia Papadaki, Themis P. Exarchos, Panagiotis Vlamos, Aristidis G. Vrahatis. setn 2022: [doi]

FarFetched: Entity-centric Reasoning and Claim Validation for the Greek Language based on Textually Represented EnvironmentsDimitris Papadopoulos, Katerina Metropoulou, Nikolaos Papadakis, Nikolaos Matsatsinis. setn 2022: [doi]

An Ethics Impact Assessment (EIA) for AI uses in Health & Care: The correlation of ethics and legal aspects when AI systems are used in health & care contextsElsa Papadopoulou, Themis P. Exarchos. setn 2022: [doi]

Implementing the Adaptation Procedure in Misinformation GamesMerkouris Papamichail, Constantinos Varsos, Giorgos Flouris. setn 2022: [doi]

Calculating material properties with purely data-driven methods: From clusters to symbolic expressionsKonstantinos Papastamatiou, Filippos Sofos, Theodoros E. Karakasidis. setn 2022: [doi]

Novel Paradigms of Human-Fashion InteractionAnastasios Papazoglou-Chalikias, Elias Kouslis, Orestis Sarakatsanos, Andromachi Boikou, Stefanos-Iordanis Papadopoulos, Christos Koutlis, Symeon Papadopoulos, Spiros Nikolopoulos, Ioannis Kompatsiaris, David Gavilan, Dongjoe Shin, Yu Chen, Axl François, Michaela Jauk, Jamie Sutherland. setn 2022: [doi]

Automated Posture Analysis for the Assessment of Sports ExercisesAntonis Pardos, Melina Tziomaka, Andreas Menychtas, Ilias Maglogiannis. setn 2022: [doi]

Improving Zero-Shot Entity Retrieval through Effective Dense RepresentationsEleni Partalidou, Despina Christou, Grigorios Tsoumakas. setn 2022: [doi]

Developing Machine-Learned Potentials for Coarse-Grained Molecular Simulations: Challenges and PitfallsEleonora Ricci, George Giannakopoulos, Vangelis Karkaletsis, Doros N. Theodorou, Niki Vergadou. setn 2022: [doi]

AI and Social Anthropology for Large-Scale Vehicle-to-Grid SchemesEmmanouil Rigas, Charilaos Akasiadis, Elia Vardaki, Georgios Chalkiadakis. setn 2022: [doi]

Automatic Identification of Marine Geomorphologic Features Using Convolutional Neural Networks in seafloor Digital Elevation Models: Segmentation of DEM for Marine Geomorphologic Feature Mapping with Deep Learning AlgorithmsEmmanouil Salas, Demetre Argialas. setn 2022: [doi]

Generating Realistic Nanorough Surfaces Using an N-Gram-Graph Augmented Deep Convolutional Generative Adversarial NetworkVasilis Sioros, George Giannakopoulos, Vassilios Constantoudis. setn 2022: [doi]

Hybrid AI Systems Grounded on Qualitative Spatio-Temporal ReasoningMichael Sioutis, Zhiguo Long. setn 2022: [doi]

Using machine learning to predict mortality and morbidity after Traumatic Brain InjuryVasileios Theiou, Aris Salapatas Gkinis, Athanasios Theofanopoulos, George Giannakopoulos, Christos Tsitsipanis. setn 2022: [doi]

Coalitions of UAVs for Victims Localization in Post-Avalanche Events using Advanced Image Processing TechniquesNikolaos Trigkas, Georgios Chalkiadakis. setn 2022: [doi]

Navigating through dense waters: a toolbox for creating maritime density mapsAlexandros Troupiotis-Kapeliaris, Giannis Spiliopoulos, Marios Vodas, Dimitrios Zissis. setn 2022: [doi]

Versatile Car Sharing Modelling for Sustainable Mobility with Embedded Intelligent ModulesAthanasia Tsakiri, Nikolaos Lampiris, John Prantalos, Phivos Mylonas, Georgia Ayfantopoulou, Michalis Fousteris. setn 2022: [doi]

Classification of Instagram photos: topic modelling vs transfer learningNicolas Tsapatsoulis. setn 2022: [doi]

A Data Pipeline Approach for Building Learning Analytics DashboardsRozita Tsoni, Dimitris Kalles, Vassilios S. Verykios. setn 2022: [doi]

Words matter: Case studies in Cultural AIAntal van den Bosch. setn 2022: [doi]

Early Fusion of Visual Representations of Skeletal Data for Human Activity RecognitionIoannis Vernikos, Dimitrios Koutrintzes, Eirini Mathe, Evaggelos Spyrou, Phivos Mylonas. setn 2022: [doi]

Machine Learning to Develop a Model that predicts Early Impending sepsis in Neurosurgical patientsEvgenios Vlachos, Aris Salapatas Gkinis, Vasileios Papastergiou, Christos Tsitsipanis, George Giannakopoulos. setn 2022: [doi]

An Apache Spark Framework for IoT-enabled Waste Management in Smart CitiesGerasimos Vonitsanos, Theodor Panagiotakopoulos, Andreas Kanavos, Achilles Kameas. setn 2022: [doi]

Tutorial on Explainable Deep Reinforcement Learning: One framework, three paradigms and many challengesGeorge A. Vouros. setn 2022: [doi]

Realistic Zero-Shot Cross-Lingual Transfer in Legal Topic ClassificationStratos Xenouleas, Alexia Tsoukara, Giannis Panagiotakis, Ilias Chalkidis, Ion Androutsopoulos. setn 2022: [doi]

AI and Games: The Virtuous CycleGeorgios N. Yannakakis. setn 2022: [doi]

Transforming Drug-Drug Interaction Extraction from Biomedical LiteratureDimitrios Zaikis, Stylianos Kokkas, Ioannis P. Vlahavas. setn 2022: [doi]

Content-based Recommendations Using Similarity Distance Measures with Application in the Tourism DomainIoannis Panagiotis Ziogas, Errikos Streviniotis, Harris Papadakis, Georgios Chalkiadakis. setn 2022: [doi]

Transformer-Based Music Language Modelling and TranscriptionChristos Zonios, John Pavlopoulos, Aristidis Likas. setn 2022: [doi]

Efficient comparison of sentence embeddingsSpyros Zoupanos, Stratis Kolovos, Athanasios Kanavos, Orestis Papadimitriou, Manolis Maragoudakis. setn 2022: [doi]

2021

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, 2020George Giannakopoulos, Eleni Galiotou, Nikolaos Vasillas, editors, Volume 2844 of CEUR Workshop Proceedings, CEUR-WS.org, 2021. [doi]

2020

Planning with Subjective Knowledge in a Multi-Agent ScenarioShikha Singh 0007, Deepak Khemani. setn 2020: 1-9 [doi]

Designing Connected and Automated Vehicles around Legal and Ethical Concerns: Data Protection as a Corporate Social ResponsibilityPaolo Balboni, Anastasia Botsi, Kate Francis, Martim Taborda Barata. setn 2021: 139-151 [doi]

Artificial Intelligence as Evidence in Criminal TrialEftychia Bampasika. setn 2021: 133-138 [doi]

Multivariate two-sample hypothesis testing through AUC maximization for biomedical applicationsIoannis Bargiotas, Argyris Kalogeratos, Myrto Limnios, Pierre-Paul Vidal, Damien Ricard, Nicolas Vayatis. setn 2020: 56-59 [doi]

Product Liability Directive and Software Updates of Automated VehiclesMichael Chatzipanagiotis. setn 2021: 126-130 [doi]

Unsupervised Severe Weather Detection Via Joint Representation Learning Over Textual and Weather DataAthanasios Davvetas, Iraklis A. Klampanos. setn 2021: 83-87 [doi]

Injecting Carbon Nanostructures in Living Cells (short paper)Anastasios Gotzias. setn 2021: 80-82 [doi]

Digital Intelligence as Prerequisite of Artificial Intelligence's Integration in the Clothing Industry 4.0Evangelia Kampakaki, Evridiki Papahristou. setn 2021: 36-41 [doi]

Introduction to a Data-driven Analysis Tool of Molecular Dynamics Self-Assembled Lipid Bilayer Trajectories (short paper)Stelios Karozis, Michael Kainourgiakis. setn 2021: 77-79 [doi]

The Limits of Government Surveillance: Law enforcement in the Age of Artificial IntelligencePanagiotis Kitsos. setn 2021: 164-168 [doi]

Analysis, Modeling and Multi-Spectral Sensing for the Predictive Management of Verticillium Wilt in Olive GrovesBlekos Kostas, Tsakas Anastasios, Evdokidis Ioannis, Alexandropoulos Dimitris, Alexakos Christos, Lalos Aris, Xouris Christos, Katakis Sofoklis, Makedonas Andreas, Theoharatos Christos. setn 2021: 98-107 [doi]

A Deep Learning approach to Hyperspectral Image Classification using an improved Hybrid 3D-2D Convolutional Neural NetworkDimitra Koumoutsou, Eleni Charou. setn 2020: 85-92 [doi]

Stochastic gradient descent possibilistic clusteringAggeliki Koutsibella, Konstantinos D. Koutroumbas. setn 2020: 189-194 [doi]

An AI Approach in Radioactive Source Localization by a Network of Small Form Factor CZT SensorsAristotelis Kyriakis, Konstantinos Karafasoulis. setn 2021: 69-76 [doi]

From Legal Documents to Legal Document Management Systems; The Case of LegiCrowd (short paper)Alexandros Nousias, Alain Couillault, Sofia Almpani, Theodoros Mitsikas, Petros Stefaneas. setn 2021: 131-132 [doi]

Procedural 3D Terrain Generation using Generative Adversarial NetworksEmmanouil Panagiotou, Eleni Charou. setn 2021: 9-14 [doi]

A Critical Analysis on the Denial of Inventorship Rights to AI and Creative ComputersSergios Papastergiou. setn 2021: 156-163 [doi]

Land Cover Semantic Segmentation Using ResUNetVasilis Pollatos, Loukas Kouvaras, Eleni Charou. setn 2021: 55-65 [doi]

A Neural NLP toolkit for GreekProkopis Prokopidis, Stelios Piperidis. setn 2020: 125-128 [doi]

Hierarchical Resolution For Structured Predicate DefinitionsAlexander Sakharov. setn 2020: 202-210 [doi]

Metis: Multi-Agent Based Crisis Simulation SystemGeorge K. Sidiropoulos, Chairi Kiourt, Lefteris Moussiades. setn 2021: 1-8 [doi]

Apprenticeship learning of flight trajectories prediction with inverse reinforcement learningChristos Spatharis, Konstantinos Blekas, George A. Vouros. setn 2020: 241-249 [doi]

Quantum Control of Generic Quantum Systems and Nanostructures for Quantum Technologies: Different Approaches (short paper)Dionisis Stefanatos, Kostas Blekos, Ioannis Thanopulos, Emmanuel Paspalakis. setn 2021: 66-68 [doi]

The prospects of Artificial Intelligence in a Court Information System (short paper)Epameinondas Troulinos. setn 2021: 119-122 [doi]

Implementing Language Games with NLP Tools: The Greek Case (short paper)Christos Tsalidis, Maria Fountana, Monica Gavrielidou, John Stamatopoulos, Aristides Th. Vagelatos. setn 2021: 19-21 [doi]

Sonar Inspired Optimization based Feature SelectionAlexandros Tzanetos, Georgios Dounias. setn 2020: 195-201 [doi]

Towards Fashion Image Annotation: A Clothing Category Recognition ProcedureTryfon-Rigas Tzikas, Alexandros-Charalampos Kyprianidis, Maria Th. Kotouza, Sotirios-Filippos Tsarouchis, Antonios C. Chrysopoulos, Pericles A. Mitkas. setn 2021: 42-47 [doi]

Algorithmic Competion from the Perspective of EU Law: Framing the Concept and Identifying Issues of ConcernEleni Tzoulia. setn 2021: 113-118 [doi]

Remarks on the Ethical Behavior of Artificial Intelligence (short paper)Dimitrios Zafeirakopoulos, Petros Stefaneas. setn 2021: 123-125 [doi]

Intraday Ultra-Short-Term Forecasting of Foreign Exchange Rates using an Ensemble of Neural Networks based on Conventional Technical IndicatorsTheodoros Zafeiriou, Dimitris Kalles. setn 2020: 224-231 [doi]

Artificial Intelligence and Whistleblowing: Can A.I. be useful for Whistleblowing processes? (short paper)Kalliopi Zouvia. setn 2021: 152-155 [doi]

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