Δημοσιεύσεις σε Περιοδικά
- S. Andreadis, I. Gialampoukidis, A. Manconi, D. Cordeiro, V. Conde, M. Sagona, F. Brito, N. Pantelidis, T. Mavropoulos, N. Grosso, S. Vrochidis, I. Kompatsiaris, "Earthquakes: from Twitter detection to EO data processing", IEEE Geoscience and Remote Sensing Letters, 2022 (accepted for publication).
- G. Antzoulatos, I. Kouloglou, M. Bakratsas, A. Moumtzidou, I. Gialampoukidis, A. Karakostas, F. Lombardo, R. Fiorin, D. Norbiato, M. Ferri, A. Symeonidis, S. Vrochidis, I. Kompatsiaris, "Flood Hazard and Risk Mapping by Applying an Explainable Machine Learning Framework Using Satellite Imagery and GIS Data." Special Issue: Environmental Water Monitoring for Sustainable Development in Urban and Rural Areas of Sustainability, Volume 14, Issue 6, 2022. DOI: 10.3390/su14063251.
- P. Charalampous, N. Kladovasilakis, I. Kostavelis, K. Tsongas, D. Tzetzis, D. Tzovaras, "Machine Learning-based Mechanical Behavior Optimization of 3D Print Constructs Manufactured via the FFF Process", Journal of Materials Engineering and Performance, Springer, 2022.
- I. Kostavelis, A. Kargakos, E. Skartados, G. Peleka, D. Giakoumis, I. Sarantopoulos, I. Agriomallos, Z. Doulgeri, S. Endo, H. Stüber, F. Janjoš, S. Hirche, D. Tzovaras, "Robotic Assistance in Medication Intake: A Complete Pipeline", Applied Sciences, 12(3), 1379, 2022
- C. Lamprakos, C. Marantos, M. Siavvas, L. Papadopoulos, A. Tsintzira, A.
Ampatzoglou, A. Chatzigeorgiou, D. Kehagias, D. Soudris, "Translating
Quality-Driven Code Change Selection to an Instance of Multiple-Criteria
Decision Making", Information and Software Technology, Elsevier, 2022.
- I. Lazarou, K. Georgiadis, S. Nikolopoulos, V. Oikonomou, T. Stavropoulos, A. Tsolaki, I. Kompatsiaris, M. Tsolaki and the RADAR-AD Consortium, "Exploring network properties across preclinical stages of Alzheimer’s Disease using a visual short-term memory and attention task with high-density EEG: A brain-connectome neurophysiological study", Journal of Alzheimer’s Disease, Feb 2022 (accepted)
- I. Nwankwo, M. Stauch, P. Radoglou-Grammatikis, P. Sarigiannidis, G. Lazaridis, A. Drosou, D. Tzovaras, "Data Protection and Cybersecurity Certification Activities and Schemes in the Energy Sector." Electronics. 2022; 11(6):965. https://doi.org/10.3390/electronics11060965
- L. Papadopoulos, S. Soudris, C. Kessler, A. Ernstsson, J. Ahlqvist, N. Vasilas, A. Papadopoulos, P. Seferlis, C. Prouveur, M. Haefele, S. Thibault, A. Salamanis, T. Ioakimidis, D. Kehagias, "EXA2PRO: A Framework for High Development Productivity on Heterogeneous Computing Systems", IEEE Transactions on Parallel and Distributed Systems, 33 (4), 792-804 (2022)
- A. Protogerou, E. Kopsacheilis, A. Mpatziakas, K. Papachristou, T. Theodorou, S. Papadopoulos, A. Drosou, D. Tzovaras, "Time Series Network Data Enabling Distributed Intelligence. A Holistic IoT Security Platform Solution", Electronics 11, no. 4: 529, 2022. https://doi.org/10.3390/electronics11040529
- A. Triantafyllidis, H. Kondylakis, D. Katehakis, A. Kouroubali, L. Koumakis, K. Marias, A. Alexiadis, K. Votis, D. Tzovaras, "Deep Learning in mHealth for Cardiovascular Disease, Diabetes, and Cancer: Systematic Review", JMIR Mhealth Uhealth. 2022 Apr 4;10(4):e32344. doi: 10.2196/32344. PMID: 35377325; PMCID: PMC9016515.
- K. Tsolaki, T. Vafeiadis, A. Nizamis, D. Ioannidis, D. Tzovaras, "Utilizing machine learning on freight transportation and logistics applications: A review." ICT Express, 2022
- D. Tsoukalas, N. Mittas, A. Chatzigeorgiou, D. Kehagias, A. Ampatzoglou, T. Amanatidis, L. Angelis, "Machine Learning for Technical Debt Identification", IEEE Transactions on Software Engineering (accepted for publication)(2022)
- S. Zygouris, S. Segkouli, A. Triantafyllidis, D. Giakoumis, M. Tsolaki, K. Votis, D. Tzovaras, "Usability of the Virtual Supermarket Test for Older Adults with and without Cognitive Impairment", Journal of Alzheimer's Disease Reports, Preprint, 1-6, 2022. https://doi.org/10.3233/ADR-210064
Δημοσιεύσεις σε Συνέδρια
- A. Alexiadis, A. Nizamis, D. Giakoumis, K. Votis, D. Tzovaras, "A Sensor-Independent Multimodal Fusion Scheme for Human Activity Recognition", CPRAI 2022 - 3rd International Conference on Pattern Recognition and Artificial Intelligence, Paris, France, June 2022
- S. Andreadis, N. Pantelidis, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Water quality issues: Can we detect a creeping crisis with social media data?", 2022 IEEE Symposium on Computers and Communications (ISCC), 30 June - 3 July 2022, Rhodes, Greece (accepted for publication).
- M. Ferri, F. Lombardo, D. Norbiato, A. Moumtzidou, A. Karakostas, S. Vrochidis, I. Kompatsiaris, "Exploring the potential of innovative methods for integrated water and flood risk management in the Oriental Alpes river district: the aqua3S approach".WMS-EXPO2020: Water Resources Management and Sustainability: Solutions for Arid Regions, Dubai Exhibition Center (DEC), Dubai, UAE, March 22-24, 2022.
- A. Koufakis, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "M4D-MKLab/ITI-CERTH Participation in TREC Deep Learning Track 2021.", Text REtrieval Conference (TREC) (2022, March 1).
- P. Kyriakidis, D. Chatzakou, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Leveraging Transformer Self Attention Encoder for Crisis Event Detection in Short Texts", 44th European Conference on Information Retrieval (ECIR2022), Stavanger, Norway, 10-14 April, 2022, (accepted for publication).
- I. Lazarou, T. Stavropoulos, L. Mpaltadoros, M. Grammatikopoulou, S. Nikolopoulos, I. Kompatsiaris, M. Tsolaki, "Monitoring daily activity of people living with cognitive impairment using wearable sensors and a tailored platform for health-care professionals: A long-term observational study", 35th Global Conference of Alzheimer's Disease International, June 2022, London, U.K and online event (οral presentation)
- C. Marantos, M. Siavvas, D. Tsoukalas, C. Lamprakos, L. Papadopoulos, P. Boryszko, K. Filus, J. Domanska, A. Ampatzoglou, A. Chatzigeorgiou, E.
Gelenbe, D. Kehagias, D. Soudris, "SDK4ED: One-click platform for
Energy-aware, Maintainable and Dependable Applications", 25th Design,
Automation and Test in Europe Conference (DATE '22), Belgium, 2022.
- M. Ntemi, S. Paraschos, A. Karakostas, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Infrastructure monitoring and quality diagnosis in CNC machining: A review.", CIRP Journal of Manufacturing Science and Technology, Elsevier, 2022 (accepted for publication).
- A. Panagiotopoulos, G. Kordopatis-Zilos, S. Papadopoulos, "Leveraging Selective Prediction for Reliable Image Geolocation", arXiv preprint arXiv:2111. 11952, 2022 (accepted for publication in MMM 2022)
- K. Pantelidou, D. Chatzakou, T. Tsikrika, S. Vrochidis, I. Kompatsiaris, "Selective Word Substitution for Contextualized Data Augmentation". In Proc. of the 27th International Conference on Natural Language & Information Systems (NLDB), Valencia, Spain, 15-17 June 2022 accepted for publication).
- A. Papadimitriou, I. Kleitsiotis, I. Kostavelis, I. Mariolis, D. Giakoumis, S. Likothanassis, D. Tzovaras, "Loop Closure Detection and SLAM in Vineyards with Deep Semantic Cues", 2022 IEEE International Conference on Robotics and Automation (ICRA 2022), May 2022, Philadelphia, USA
- T. Papadimos, S. Andreadis, V. Sitokonstantinou, A. Koukos, G. Choumos, I. Gialampoukidis, S. Vrochidis, C. Kontoes, I. Kompatsiaris, "Filling Cloud Gaps on Optical Time-Series through Optical and SAR Data Fusion for Cropland Monitoring", 2022 Living Planet Symposium, 23-27 May 2022, Bonn, Germany (accepted for poster presentation).
- T. Papadimos, N. Pantelidis, S. Andreadis, A. Bozas, I. Gialampoukidis, S. Vrochidis, I. Kompatsiaris, "Real-time Alert Framework for Fire Incidents Using Multimodal Event Detection on Social Media Streams", 19th International Conference on Information Systems for Crisis Response and Management, 22-25 May 2022, Tarbes, France (accepted for publication).