Table of Contents

• Early Fusion of Visual Representations of Skeletal Data for Human Activity RecognitionIoannis Vernikos, Dimitrios Koutrintzes, Eirini Mathe, Evaggelos Spyrou, Phivos Mylonas. [doi]
• FarFetched: Entity-centric Reasoning and Claim Validation for the Greek Language based on Textually Represented EnvironmentsDimitris Papadopoulos, Katerina Metropoulou, Nikolaos Papadakis, Nikolaos Matsatsinis. [doi]
• Online policies and multimodal data processing for the same day delivery problemZisis Maleas, Sofoklis Dais, Georgia Ayfantopoulou, Josep-Maria Salanova Grau. [doi]
• Mortality Prediction in ICU Patients Suffering from StrokeDimitrios Dimopoulos, Vasiliki Danilatou, Theodoros Kostoulas. [doi]
• Efficient comparison of sentence embeddingsSpyros Zoupanos, Stratis Kolovos, Athanasios Kanavos, Orestis Papadimitriou, Manolis Maragoudakis. [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. [doi]
• Use of AI methods for handling multi-dimensionality and missing values in biomedical dataRediona Kane, Iraklis Varlamis, Mary Yiannakoulia, Nikolaos Skarmeas. [doi]
• Realistic Zero-Shot Cross-Lingual Transfer in Legal Topic ClassificationStratos Xenouleas, Alexia Tsoukara, Giannis Panagiotakis, Ilias Chalkidis, Ion Androutsopoulos. [doi]
• Local Explanation of Dimensionality ReductionAvraam Bardos, Ioannis Mollas, Nick Bassiliades, Grigorios Tsoumakas. [doi]
• i-Mannequin: A complete solution for Rapid Garment PrototypingMichail Kaseris, Apostolos Boumpakis, Paschalis Charalampous, Ioannis Kostavelis, Sotiris Malassiotis, Dimitrios Tzovaras. [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. [doi]
• An evaluation framework for comparing causal inference modelsNiki Kiriakidou, Christos Diou. [doi]
• Coalitions of UAVs for Victims Localization in Post-Avalanche Events using Advanced Image Processing TechniquesNikolaos Trigkas, Georgios Chalkiadakis. [doi]
• Altruist: Argumentative Explanations through Local Interpretations of Predictive ModelsIoannis Mollas, Nick Bassiliades, Grigorios Tsoumakas. [doi]
• Versatile Car Sharing Modelling for Sustainable Mobility with Embedded Intelligent ModulesAthanasia Tsakiri, Nikolaos Lampiris, John Prantalos, Phivos Mylonas, Georgia Ayfantopoulou, Michalis Fousteris. [doi]
• The Performance Impact of Combining Agent Factorization with Different Learning Algorithms for Multiagent CoordinationAndreas Kallinteris, Stavros Orfanoudakis, Georgios Chalkiadakis. [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. [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. [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. [doi]
• Words matter: Case studies in Cultural AIAntal van den Bosch. [doi]
• Human Activity Recognition using Time Series Feature Extraction and Active LearningVangjel Kazllarof, Sotiris Kotsiantis. [doi]
• AI and Games: The Virtuous CycleGeorgios N. Yannakakis. [doi]
• Short-term Load Forecasting With Clustered Hybrid Models Based On Hour GranularityEleftherios Kouloumpris, Athina Konstantinou, Stamatis Karlos, Grigorios Tsoumakas, Ioannis P. Vlahavas. [doi]
• Machine learning for time series: from forecasting to causal inferenceGianluca Bontempi. [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. [doi]
• Classification of Instagram photos: topic modelling vs transfer learningNicolas Tsapatsoulis. [doi]
• Knowledge-driven Unsupervised Skills Extraction for Graph-based Talent MatchingIoannis Konstantinidis 0002, Manolis Maragoudakis, Ioannis Magnisalis, Christos Berberidis, Vassilios Peristeras. [doi]
• Generating Realistic Nanorough Surfaces Using an N-Gram-Graph Augmented Deep Convolutional Generative Adversarial NetworkVasilis Sioros, George Giannakopoulos, Vassilios Constantoudis. [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. [doi]
• Calculating material properties with purely data-driven methods: From clusters to symbolic expressionsKonstantinos Papastamatiou, Filippos Sofos, Theodoros E. Karakasidis. [doi]
• AIggregate: A Machine Learning Approach for Classifying Micelle ShapeAlkiviadis Mertzios, Konstantinos Papavasileiou, Loukas Peristeras, George Giannakopoulos. [doi]
• Unsupervised Discovery of Semantic Concepts in Satellite Imagery with Style-based Wavelet-driven Generative ModelsNikos Kostagiolas, Mihalis Nicolaou, Yannis Panagakis. [doi]
• Attitudes and perceptions of Greek drivers towards Autonomous and Connected VehiclesDimitrios Gerekos, Nikolaos Lampiris, Pantelis Kopelias, Athanasios Theofilatos, Stavros Karkanis. [doi]
• AI and Social Anthropology for Large-Scale Vehicle-to-Grid SchemesEmmanouil Rigas, Charilaos Akasiadis, Elia Vardaki, Georgios Chalkiadakis. [doi]
• Multi-layer Representation Learning for Robust OOD Image ClassificationAristotelis Ballas, Christos Diou. [doi]
• Ontology-based Modelling and Reasoning for Forest Fire Emergencies in Resilient SocietiesPanagiota Masa, Georgios Meditskos, Spyridon Kintzios, Stefanos Vrochidis, Ioannis Kompatsiaris. [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. [doi]
• SCALE-BOSS: A framework for scalable time-series classification using symbolic representationsApostolos Glenis, George A. Vouros. [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. [doi]
• Hybrid AI Systems Grounded on Qualitative Spatio-Temporal ReasoningMichael Sioutis, Zhiguo Long. [doi]
• Improving Zero-Shot Entity Retrieval through Effective Dense RepresentationsEleni Partalidou, Despina Christou, Grigorios Tsoumakas. [doi]
• Data Analysis in Digital Marketing using Machine learning and Artificial Intelligence Techniques, Ethical and Legal Dimensions, State of the ArtAlexios Kaponis, Manolis Maragoudakis. [doi]
• Transformer-Based Music Language Modelling and TranscriptionChristos Zonios, John Pavlopoulos, Aristidis Likas. [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. [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. [doi]
• Implementing the Adaptation Procedure in Misinformation GamesMerkouris Papamichail, Constantinos Varsos, Giorgos Flouris. [doi]
• Developing Machine-Learned Potentials for Coarse-Grained Molecular Simulations: Challenges and PitfallsEleonora Ricci, George Giannakopoulos, Vangelis Karkaletsis, Doros N. Theodorou, Niki Vergadou. [doi]
• A Biologically Inspired Computational Trust Model based on the Perspective of the TrusteeZoi Lygizou, Dimitris Kalles. [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. [doi]
• An Apache Spark Framework for IoT-enabled Waste Management in Smart CitiesGerasimos Vonitsanos, Theodor Panagiotakopoulos, Andreas Kanavos, Achilles Kameas. [doi]
• Tutorial on Explainable Deep Reinforcement Learning: One framework, three paradigms and many challengesGeorge A. Vouros. [doi]
• Energy Balance Forecasting: An Extensive Multivariate Regression Models ComparisonCharalampos M. Liapis, Sotiris Kotsiantis. [doi]
• Transforming Drug-Drug Interaction Extraction from Biomedical LiteratureDimitrios Zaikis, Stylianos Kokkas, Ioannis P. Vlahavas. [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. [doi]
• Mass Enhanced Node Embeddings for Drug RepurposingMichail Chatzianastasis, Giannis Nikolentzos, Michalis Vazirgiannis. [doi]
• Scheduling Drones to Recharge Electric VehiclesEleni Karagianni, Emmanouil Rigas, Nick Bassiliades. [doi]
• Automated Posture Analysis for the Assessment of Sports ExercisesAntonis Pardos, Melina Tziomaka, Andreas Menychtas, Ilias Maglogiannis. [doi]
• Resource-effective exploration of tumor treatments with multi-scale simulationsVasileios Stavropoulos 0002, Evangelos Michelioudakis, Charilaos Akasiadis, Alexander Artikis. [doi]
• A Data Pipeline Approach for Building Learning Analytics DashboardsRozita Tsoni, Dimitris Kalles, Vassilios S. Verykios. [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. [doi]
• Using machine learning to predict mortality and morbidity after Traumatic Brain InjuryVasileios Theiou, Aris Salapatas Gkinis, Athanasios Theofanopoulos, George Giannakopoulos, Christos Tsitsipanis. [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. [doi]
• Content-based Recommendations Using Similarity Distance Measures with Application in the Tourism DomainIoannis Panagiotis Ziogas, Errikos Streviniotis, Harris Papadakis, Georgios Chalkiadakis. [doi]
• Compressing Audio Visual Speech Recognition Models With Parameterized Hypercomplex LayersIason-Ioannis Panagos, Giorgos Sfikas, Christophoros Nikou. [doi]
• Authorship Attribution in Greek Literature Using Word AdjacenciesRizos-Theodoros Chadoulis, Andreas Nikolaou, Constantine Kotropoulos. [doi]
• Design and Implementation of a Robotic CompetitionDimitrios Chatzis, Ergina Kavallieratou. [doi]
• Navigating through dense waters: a toolbox for creating maritime density mapsAlexandros Troupiotis-Kapeliaris, Giannis Spiliopoulos, Marios Vodas, Dimitrios Zissis. [doi]