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Stefanos Vrochidis

information technologies institute

34H-index
544Paper Count
4.5KCitation Count
Published Papers 67
Publication Date
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Enhanced classification and identification of bacterial and viral microorganisms by integration of MALDI-TOF mass spectrometry with artificial intelligence
errScientific Reports
IF3.9
err2026-08-24
err0
errOAAI
errGeorgios Dolias; Olga Bragina; Andres Udal; Kairit Zovo; Georgios Kirtsanis; Stefanos Vrochidis; Yevgen Karpichev; Mostafa Bentahir
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errSave
Toward Energy-Aware LLM Inference for Text2SQL Workflows Through Context-Driven Model Routing
errIEEE Access
IF3.6
err2026-07-06
err0
errOAAI
errArgyris Kokkinis; Charalampos Lagonidis; Thanassis Mavropoulos; Stefanos Vrochidis
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errSave
Potato-Free: Eliminating Model Training for Disease Detection and Localization in Potato Tubers
errAgriculture
IF3.6
err2026-06-29
err0
errOAAI
errKonstantinos Gkountakos; Stefanos Pasios; Konstantinos Ioannidis; Konstantinos Demestichas; Stefanos Vrochidis; Ioannis Kompatsiaris
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errSave
Invariant-Based Channel Attention for Robust Visible-Infrared Fusion Under Sensor Degradation
errIEEE Access
IF3.6
err2026-06-24
err0
errOAAI
errKonstantinos Palapanidis; Theodora Tsikrika; Konstantinos Ioannidis; Stefanos Vrochidis; Ioannis Kompatsiaris
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errSave
Improving LIME Stability via Density-Awareness: Evaluation and Comparison of AKDE-LIME
errApplied Artificial Intelligence
IF4.3
err2026-05-23
err0
PREAI
errTzionis, Grigorios; Kougka, Georgia; Gialampoukidis, Ilias; Vrochidis, Stefanos; Kompatsiaris, Ioannis; Vlachopoulou, Maro
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Optimal Transportation of Casualties to Hospitals after Multi-Disaster Mass Casualty Incidents
errInternational Journal of Disaster Risk Science
IF4
err2026-05-07
err0
errOAAI
errIoannis Kilanitis; Eustathios Politis; Ilias Gialampoukidis; Spyridon Kintzios; Stefanos Vrochidis; Ioannis Kompatsiaris
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errSave
DACCA: Distributed Adaptive Cloud Continuum Architecture
errFuture Internet
IF3.6
err2026-02-01
err0
errOAAI
errNektarios Deligiannakis; Vassilis Papataxiarhis; Michalis Loukeris; Stathes Hadjiefthymiades; Marios Touloupou; Syed Mafooq Ul Hassan; Herodotos Herodotou; Thanasis Moustakas; Emmanouil Bampis; Konstantinos Ioannidis; Iakovos T. Michailidis; Stefanos Vrochidis; Elias Kosmatopoulos; Francisco Javier Romero Martínez; Rafael Marín Pérez; Amr Mousa; Jacopo Castellini; Pablo Strasser
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errSave
HDD-Unet: A Unet-based architecture for low-light image enhancement
errIMAGE AND VISION COMPUTING
IF4.2
err2026-01-21
err0
errOAAI
errBatziou, Elissavet; Ioannidis, Konstantinos; Patras, Ioannis; Vrochidis, Stefanos; Kompatsiaris, Ioannis
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errSave
Machine Passport: Transforming Industrial Equipment Lifecycle Management Through Integrated Data and AI
errHYBRID HUMAN-AI COLLABORATIVE NETWORKS, PRO-VE 2025, PT II
IF0
err2026-01-01
err0
PREAI
errTzionis, Grigorios; Kougka, Georgia; Gialampoukidis, Ilias; Vrochidis, Stefanos; Kompatsiaris, Ioannis; Vlachopoulou, Maro
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A Knowledge Graph-Based Conversational Agent for Analyzing User Interactions
errDISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, SPECIAL SESSIONS I, 22ND INTERNATIONAL CONFERENCE
IF0
err2026-01-01
err0
PREAI
errBouas, Christos; Papoutsoglou, Maria; Tassios, Alexandros; Tegos, Stergios; Manousaridis, Konstantinos; Kaltsa, Maria; Mavropoulos, Thanassis; Vrochidis, Stefanos; Meditskos, Georgios
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errSave
A review of explainable AI methods and their application in manufacturing systems
errDiscover Applied Sciences
IF2.4
err2025-11-29
err0
errOAAI
errGrigorios Tzionis; Prodromos Mouratidis; Georgia Kougka; Ilias Gialampoukidis; Stefanos Vrochidis; Ioannis Kompatsiaris; Maro Vlachopoulou
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errSave
Spatial justice in participatory planning: an integrated framework and lessons from practice
errFRONTIERS IN SUSTAINABLE CITIES
IF2.1
err2025-11-25
err2
PREAI
errGoncalves, Juliana E.; Rocco, Roberto; Sitzoglou, Maria; Michail, Nafsika; Kupper, Diana; Grafakos, Stelios; Djuraskovic, Milutin; Veeckman, Carina; Pantelidis, Nick; Gkatsikos, Alexandros; Vrochidis, Stefanos; Dieguez-Seoane, Alberto; Jover, Arancha; Guerrero-Hidalga, Maria; Jelmini, Alice; Dommerholt, Taliah; Amin, Samir; Visconti, Cristina; Francis, Louise
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errSave
Physics-Informed Neural Networks in Materials Modeling and Design: A Review
errArchives of Computational Methods in Engineering
IF12.1
err2025-11-19
err0
errOAAI
errAlkmini Michaloglou; Ioannis Papadimitriou; Ilias Gialampoukidis; Stefanos Vrochidis; Ioannis Kompatsiaris
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errSave
Unsupervised Object Localization driven by self-supervised foundation models: A comprehensive review
errImage and Vision Computing
IF4.2
err2025-11-12
err0
PREAI
errSotirios Papadopoulos; Emmanouil Patsiouras; Konstantinos Ioannidis; Stefanos Vrochidis; Ioannis Kompatsiaris; Ioannis Patras
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errSave
Perimeter Security Utilizing Thermal Object Detection
errSensors 2025, Vol. 25, Page 6680
IF3.5
err2025-11-02
err0
errOAAI
errGeorgios Orfanidis; Konstantinos Ioannidis; Stefanos Vrochidis; Ioannis Kompatsiaris
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errSave
A deep one-class classifier for network anomaly detection using autoencoders and one-class support vector machines
errFRONTIERS IN COMPUTER SCIENCE
IF2.7
err2025-10-03
err2
errOAAI
errBountzis, Polyzois; Kavallieros, Dimitris; Tsikrika, Theodora; Vrochidis, Stefanos; Kompatsiaris, Ioannis
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errSave
SIAP: Synthetic dataset for maritime vessel risk profiling and illegal activity prediction
errDATA IN BRIEF
IF1.4
err2025-10-01
err0
errOAAI
errKaramolegkos, Spyridon; Dourvas, Nikolaos I.; Episkopos, Nikolaos; Pikounis, Konstantinos; Michail, Emmanouil; Ioannidis, Konstantinos; Vrochidis, Stefanos
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errSave
LLM Performance in Low-Resource Languages: Selecting an Optimal Model for Migrant Integration Support in Greek
errFuture Internet 2025, Vol. 17, Page 235
IF3.6
err2025-08-22
err0
PREAI
errAlexandros Tassios; Stergios Tegos; Christos Bouas; Konstantinos Manousaridis; Maria Papoutsoglou; Maria Kaltsa; Eleni Dimopoulou; Thanassis Mavropoulos; Stefanos Vrochidis; Georgios Meditskos
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Sentinel-2 Satellite-Derived Bathymetry with Data-Efficient Domain Adaptation
errmarine science and engineering
IF0
err2025-08-17
err0
PREAI
errChristos G. E. Anagnostopoulos; Vassilios Papaioannou; Konstantinos Vlachos; Anastasia Moumtzidou; Ilias Gialampoukidis; Stefanos Vrochidis; Ioannis Kompatsiaris
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Visual to near-infrared image translation for precision agriculture operations using GANs and aerial images
errComputers and Electronics in Agriculture
IF8.9
err2025-07-12
err0
errOAAI
errMarios Krestenitis; Konstantinos Ioannidis; Stefanos Vrochidis; Ioannis Kompatsiaris
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
I
Ioannis Kompatsiaris
H-index: 65 · Papers: 1.3K
J
Jaakko Kukkonen
H-index: 57 · Papers: 306
T
Thomas Ertl
H-index: 54 · Papers: 714
I
Ioannis Patras
H-index: 45 · Papers: 356
G
Grigorios Tsoumakas
H-index: 44 · Papers: 257
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