SETN

Publications

2022

Stavros Karkanis, Georgia Ayfantopoulou, Afroditi Stamelou, Michalis Fousteris, Andreas Garatziotis, Aleka Zachou
Development of an electric car sharing system in a tourist area by using data driven tools: The idea of Erica project. SETN (2022)
Dimitrios Dimopoulos, Vasiliki Danilatou, Theodoros Kostoulas
Mortality Prediction in ICU Patients Suffering from Stroke. SETN (2022)
Vasileios Stavropoulos, Evangelos Michelioudakis, Charilaos Akasiadis, Alexander Artikis
Resource-effective exploration of tumor treatments with multi-scale simulations. SETN (2022)
Evangelia Kampakaki, Evridiki Papachristou, Theodore Tarnanidis, Nikolaos Bilalis
What are the most important digital qualifications of the employees in the clothing and fashion companies? SETN (2022)
Eleni Karagianni, Emmanouil Rigas, Nick Bassiliades
Scheduling Drones to Recharge Electric Vehicles. SETN (2022)
Christos Zonios, John Pavlopoulos, Aristidis Likas
Transformer-Based Music Language Modelling and Transcription. SETN (2022)
Zoi Lygizou, Dimitris Kalles
A Biologically Inspired Computational Trust Model based on the Perspective of the Trustee. SETN (2022)
Apostolos Glenis, George A. Vouros
SCALE-BOSS: A framework for scalable time-series classification using symbolic representations. SETN (2022)
Nikolaos Trigkas, Georgios Chalkiadakis
Coalitions of UAVs for Victims Localization in Post-Avalanche Events using Advanced Image Processing Techniques. SETN (2022)
Spyros Zoupanos, Stratis Kolovos, Athanasios Kanavos, Orestis Papadimitriou, Manolis Maragoudakis
Efficient comparison of sentence embeddings. SETN (2022)
Michail Kaseris, Apostolos Boumpakis, Paschalis Charalampous, Ioannis Kostavelis, Sotiris Malassiotis, Dimitrios Tzovaras
i-Mannequin: A complete solution for Rapid Garment Prototyping. SETN (2022)
Alexandros Troupiotis-Kapeliaris, Giannis Spiliopoulos, Marios Vodas, Dimitrios Zissis
Navigating through dense waters: a toolbox for creating maritime density maps. SETN (2022)
Georgios Drakopoulos, Aristeidis Karras, Christos N. Karras, Konstantinos C. Giotopoulos, Phivos Mylonas, Spyros Sioutas
Decomposing Twitter Graphs Based On Hashtag Trajectories: Mining And Clustering Paths Over MongoDB. SETN (2022)
Dimitrios Zaikis, Stylianos Kokkas, Ioannis P. Vlahavas
Transforming Drug-Drug Interaction Extraction from Biomedical Literature. SETN (2022)
George A. Vouros
Tutorial on Explainable Deep Reinforcement Learning: One framework, three paradigms and many challenges. SETN (2022)
Evangelos Karampotsis, Konstantinos Boulas, Georgios D. Dounias, Chrissoleon T. Papadopoulos
Use of Intelligent Techniques for Throughput Estimation of Unreliable two-machine Production Lines with Random Processing Times: Preliminary Results. SETN (2022)
Elsa Papadopoulou, Themis P. Exarchos
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 contexts. SETN (2022)
Fatma Baytar, Yoon Yang, Mona Maher
The Importance of Deciphering Tacit Knowledge in Apparel Product Development for Explainable AI: Proposed steps for increasing digitalization in the apparel industry. SETN (2022)
Anastasios 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
Novel Paradigms of Human-Fashion Interaction. SETN (2022)
Stratos Xenouleas, Alexia Tsoukara, Giannis Panagiotakis, Ilias Chalkidis, Ion Androutsopoulos
Realistic Zero-Shot Cross-Lingual Transfer in Legal Topic Classification. SETN (2022)
Rizos-Theodoros Chadoulis, Andreas Nikolaou, Constantine Kotropoulos
Authorship Attribution in Greek Literature Using Word Adjacencies. SETN (2022)
Nikos Kostagiolas, Mihalis Nicolaou, Yannis Panagakis
Unsupervised Discovery of Semantic Concepts in Satellite Imagery with Style-based Wavelet-driven Generative Models. SETN (2022)
Dimitrios Gerekos, Nikolaos Lampiris, Pantelis Kopelias, Athanasios Theofilatos, Stavros Karkanis
Attitudes and perceptions of Greek drivers towards Autonomous and Connected Vehicles. SETN (2022)
Dimitris Papadopoulos, Katerina Metropoulou, Nikolaos Papadakis, Nikolaos Matsatsinis
FarFetched: Entity-centric Reasoning and Claim Validation for the Greek Language based on Textually Represented Environments. SETN (2022)
Emmanouil Salas, Demetre Argialas
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 Algorithms. SETN (2022)
Eleni Partalidou, Despina Christou, Grigorios Tsoumakas
Improving Zero-Shot Entity Retrieval through Effective Dense Representations. SETN (2022)
Alkiviadis Mertzios, Konstantinos Papavasileiou, Loukas Peristeras, George Giannakopoulos
AIggregate: A Machine Learning Approach for Classifying Micelle Shape. SETN (2022)
Nicolas Tsapatsoulis
Classification of Instagram photos: topic modelling vs transfer learning. SETN (2022)
Charalampos M. Liapis, Sotiris Kotsiantis
Energy Balance Forecasting: An Extensive Multivariate Regression Models Comparison. SETN (2022)
Vasilis Sioros, George Giannakopoulos, Vassilios Constantoudis
Generating Realistic Nanorough Surfaces Using an N-Gram-Graph Augmented Deep Convolutional Generative Adversarial Network. SETN (2022)
Aristotelis Ballas, Christos Diou
Multi-layer Representation Learning for Robust OOD Image Classification. SETN (2022)
Gianluca Bontempi
Machine learning for time series: from forecasting to causal inference. SETN (2022)
Eleonora Ricci, George Giannakopoulos, Vangelis Karkaletsis, Doros N. Theodorou, Niki Vergadou
Developing Machine-Learned Potentials for Coarse-Grained Molecular Simulations: Challenges and Pitfalls. SETN (2022)
Georgios N. Yannakakis
AI and Games: The Virtuous Cycle. SETN (2022)
Konstantinos Papastamatiou, Filippos Sofos, Theodoros E. Karakasidis
Calculating material properties with purely data-driven methods: From clusters to symbolic expressions. SETN (2022)
Avraam Bardos, Ioannis Mollas, Nick Bassiliades, Grigorios Tsoumakas
Local Explanation of Dimensionality Reduction. SETN (2022)
Antal van den Bosch
Words matter: Case studies in Cultural AI. SETN (2022)
Dimitris Nasikas, Eleonora Ricci, George Giannakopoulos, Vangelis Karkaletsis, Doros N. Theodorou, Niki Vergadou
Investigation of Machine Learning-based Coarse-Grained Mapping Schemes for Organic Molecules. SETN (2022)
Michail Chatzianastasis, Giannis Nikolentzos, Michalis Vazirgiannis
Mass Enhanced Node Embeddings for Drug Repurposing. SETN (2022)
Gerasimos Vonitsanos, Theodor Panagiotakopoulos, Andreas Kanavos, Achilles Kameas
An Apache Spark Framework for IoT-enabled Waste Management in Smart Cities. SETN (2022)
Merkouris Papamichail, Constantinos Varsos, Giorgos Flouris
Implementing the Adaptation Procedure in Misinformation Games. SETN (2022)
Emmanouil Rigas, Charilaos Akasiadis, Elia Vardaki, Georgios Chalkiadakis
AI and Social Anthropology for Large-Scale Vehicle-to-Grid Schemes. SETN (2022)
Despoina Mouratidis, Eirini Mathe, Yorghos Voutos, Klio Stamou, Katia Lida Kermanidis, Phivos Mylonas, Andreas Kanavos
Domain-Specific Term Extraction: A Case Study on Greek Maritime Legal Texts. SETN (2022)
Ioannis Konstantinidis, Manolis Maragoudakis, Ioannis Magnisalis, Christos Berberidis, Vassilios Peristeras
Knowledge-driven Unsupervised Skills Extraction for Graph-based Talent Matching. SETN (2022)
Vangjel Kazllarof, Sotiris Kotsiantis
Human Activity Recognition using Time Series Feature Extraction and Active Learning. SETN (2022)
Rozita Tsoni, Dimitris Kalles, Vassilios S. Verykios
A Data Pipeline Approach for Building Learning Analytics Dashboards. SETN (2022)
Ioannis Mollas, Nick Bassiliades, Grigorios Tsoumakas
Altruist: Argumentative Explanations through Local Interpretations of Predictive Models. SETN (2022)
Eugenia Papadaki, Themis P. Exarchos, Panagiotis Vlamos, Aristidis G. Vrahatis
A Hybrid Deep Learning model for predicting the early Alzheimer's Disease stages using MRI. SETN (2022)
Iason-Ioannis Panagos, Giorgos Sfikas, Christophoros Nikou
Compressing Audio Visual Speech Recognition Models With Parameterized Hypercomplex Layers. SETN (2022)
Eleftherios Kouloumpris, Athina Konstantinou, Stamatis Karlos, Grigorios Tsoumakas, Ioannis P. Vlahavas
Short-term Load Forecasting With Clustered Hybrid Models Based On Hour Granularity. SETN (2022)