Correlation between Seismic Intensity Parameters of HHT-Based Synthetic Seismic Accelerograms and Damage Indices of Buildings. - Eleni Vrochidou; Petros-Fotios Alvanitopoulos; Ioannis Andreadis; Anaxagoras Elenas (AIAI (1), 2012)

HHT-Based Artificial Seismic Accelerograms Generation. - Eleni Vrochidou; Petros-Fotios Alvanitopoulos; Ioannis Andreadis; Anaxagoras Elenas; Katerina Mallousi (AIAI, 2014)

Identifying Needs of Robotic and Technological Solutions for the Classroom. - Snezhana Kostova; Maya Dimitrova; Vassilis G. Kaburlasos; Eleni Vrochidou; George A. Papakostas; Theodore P. Pachidis; Svetoslava Saeva; Mirjana Bonkovic; Stanko Kruzic; Tea Marasovic; Josip Music; Vladan Papic; et al. (SoftCOM, 2018)

Open-Source Robotics: Investigation on Existing Platforms and Their Application in Education. - Eleni Vrochidou; Michail Manios; George A. Papakostas; Charalabos N. Aitsidis; Fotis Panagiotopoulos (SoftCOM, 2018)

Social Robot NAO as a Self-Regulating Didactic Mediator: a Case Study of Teaching/Learning Numeracy. - Eleni Vrochidou; Aouatif Najoua; Chris Lytridis; Michail Salonidis; Vassilios Ferelis; George A. Papakostas (SoftCOM, 2018)

Social Engagement Interaction Games Between Children with Autism and Humanoid Robot NAO. - Chris Lytridis; Eleni Vrochidou; Stamatis Chatzistamatis; Vassilis G. Kaburlasos (SOCO-CISIS-ICEUTE, 2018)

Artificial accelerograms composition based on the CEEMD. - Eleni Vrochidou; Petros-Fotios Alvanitopoulos; Ioannis Andreadis; Anaxagoras Elenas (Trans. Inst. Meas. Control, 2018)

Time Series Classification in Cyber-Physical System Applications by Intervals' Numbers Techniques. - Vassilis G. Kaburlasos; Eleni Vrochidou; Fotios Panagiotopoulos; Charalampos AN. itsidis; Alexander Jaki (FUZZ-IEEE, 2019)

Grapes Visual Segmentation for Harvesting Robots Using Local Texture Descriptors. - Eftichia Badeka; Theofanis Kalampokas; Konstantinos Tziridis; Alexander Nicolaou; Eleni Vrochidou; Efthimia Mavridou; George A. Papakostas; Theodore P. Pachidis (ICVS, 2019)

Audio Signal Recognition Based on Intervals' Numbers (INs) Classification Techniques. - Chris Lytridis; Eleni Vrochidou; George K. Sidiropoulos; George A. Papakostas; Vassilis G. Kaburlasos; Efi Kourampa; Elpida Karageorgiou (IISA, 2019)

Toward Robot-Assisted Psychosocial Intervention for Children with Autism Spectrum Disorder (ASD). - Vasiliki Holeva; Vasiliki-Aliki Nikopoulou; Maria Papadopoulou 004; Eleni Vrochidou; George A. Papakostas; Vassilis G. Kaburlasos (ICSR, 2019)

Machine Vision Systems in Precision Agriculture for Crop Farming. - Efthimia Mavridou; Eleni Vrochidou; George A. Papakostas; Theodore P. Pachidis; Vassilis G. Kaburlasos (J. Imaging, 2019)

Robotic Technology for Inclusive Education: A Cyber-Physical System Approach to Pedagogical Rehabilitation. - Maya Dimitrova; Aleksandar Krastev; Roman Zahariev; Eleni Vrochidou; Christos Bazinas; Tsvete Yaneva; Elena Blagoeva-Hazarbassanova (CompSysTech, 2020)

Semantic Segmentation of Vineyard Images Using Convolutional Neural Networks. - Theofanis Kalampokas; Konstantinos Tziridis; Alexandros Nikolaou; Eleni Vrochidou; George A. Papakostas; Theodore P. Pachidis; Vassilis G. Kaburlasos (EANN, 2020)

Identifying the Technological Needs for Developing a Grapes Harvesting Robot: Operations and Systems. - Eleni Vrochidou; Theodore P. Pachidis; Michail Manios; George A. Papakostas; Vassilis G. Kaburlasos; Serafeim Theocharis; Stefanos Koundouras; Katerina Karabatea; Elizabeth Bouloumpasi; Stavros Pavlidis; Spyridon Mamalis; Theodora Merou (HAICTA, 2020)

Real-time vineyard trunk detection for a grapes harvesting robot via deep learning. - Eleni Vrochidou; George A. Papakostas; Vassilis G. Kaburlasos (ICMV, 2020)

Toward Big Data Manipulation for Grape Harvest Time Prediction by Intervals' Numbers Techniques. - Vassilis G. Kaburlasos; Eleni Vrochidou; Chris Lytridis; George A. Papakostas; Theodore P. Pachidis; Michail Manios; Spyridon Mamalis; Theodora Merou; Stefanos Koundouras; Serafeim Theocharis; George Siavalas; Christos Sgouros; et al. (IJCNN, 2020)

Navigation Route Mapping for Harvesting Robots in Vineyards Using UAV-based Remote Sensing. - Eftichia Badeka; Eleni Vrochidou; Konstantinos Tziridis; Alexander Nicolaou; George A. Papakostas; Theodore P. Pachidis; Vassilis G. Kaburlasos (IEEE Conf. on Intelligent Systems, 2020)

Forward Kinematic Analysis of JACO2 Robotic Arm Towards Implementing a Grapes Harvesting Robot. - Theodore P. Pachidis; Christos Sgouros; Vassilis G. Kaburlasos; Eleni Vrochidou; Theofanis Kalampokas; Konstantinos Tziridis; Alexandros Nikolaou; George A. Papakostas (SoftCOM, 2020)

Intelligent Systems for Structural Damage Assessment. - Eleni Vrochidou; Petros-Fotios Alvanitopoulos; Ioannis Andreadis; Anaxagoras Elenas (J. Intell. Syst., 2020)

Yield Estimation in Vineyards Using Intervals' Numbers Techniques. - Christos Bazinas; Eleni Vrochidou; Chris Lytridis; Vassilis G. Kaburlasos (PCI, 2021)

Assessment and Localization of Structural Damage in r/c Structures through Intelligent Seismic Signal Processing. - Eleni Vrochidou; V. Bizergianidou; Ioannis Andreadis; A. Elenas (Appl. Artif. Intell., 2021)

Grape stem detection using regression convolutional neural networks. - Theofanis Kalampokas; Eleni Vrochidou; George A. Papakostas; Theodore P. Pachidis; Vassilis G. Kaburlasos (Comput. Electron. Agric., 2021)

A Review of Possible EEG Markers of Abstraction, Attentiveness, and Memorisation in Cyber-Physical Systems for Special Education. - Maya Dimitrova; Hiroaki Wagatsuma; Aleksandar Krastev; Eleni Vrochidou; J. David Nuñez-Gonzalez (Frontiers Robotics AI, 2021)

Corrigendum: A Review of Possible EEG Markers of Abstraction, Attentiveness and Memorisation in Cyber-Physical Systems for Special Education. - Maya Dimitrova; Hiroaki Wagatsuma; Aleksandar Krastev; Eleni Vrochidou; J. David Nuñez-Gonzalez (Frontiers Robotics AI, 2021)

Considerations for a Multi-purpose Agrobot Design Toward Automating Skillful Viticultural Tasks: A Study in Northern Greece Vineyards. - Eleni Vrochidou; Christos Bazinas; Efthimia Mavridou; Theodore P. Pachidis; Spyridon Mamalis; Stefanos Koundouras; Theodoros Gkrimpizis; Vassilis G. Kaburlasos (HAICTA, 2022)

Visual Quality Inspection of Pomegranate Crop Using a Novel Dataset and Deep Learning. - Avraam Koufatzis; Eleni Vrochidou; George A. Papakostas (IWSSIP, 2022)

Agricultural Yield Prediction by Difference Equations on Data-Induced Cumulative Possibility Distributions. - Vassilis G. Kaburlasos; Christos Bazinas; Eleni Vrochidou; Eleftherios Karapatzak (NAFIPS, 2022)

On Predicting Soccer Outcomes in the Greek League Using Machine Learning. - Marios-Christos Malamatinos; Eleni Vrochidou; George A. Papakostas (Comput., 2022)

Fusion of Thermal and RGB Images for Automated Deep Learning Based Marble Crack Detection. - Eleni Vrochidou; George K. Sidiropoulos; Ioannis Tsimperidis; Athanasios G. Ouzounis; Ilias T. Sarafis; Vassilis Kalpakis; Andreas Stamkos; George A. Papakostas (AIIoT, 2023)

Machine Learning in Embedded Systems: Limitations, Solutions and Future Challenges. - Eleftherios Batzolis; Eleni Vrochidou; George A. Papakostas (CCWC, 2023)

EEG Signal Analysis Approaches for Epileptic Seizure Event Prediction Using Deep Learning. - Chrisa Samara; Eleni Vrochidou; George A. Papakostas (SoftCOM, 2023)

Deep Learning and Optimization-Based Methods for Skin Lesions Segmentation: A Review. - Khalid M. Hosny; Doaa Elshoura; Ehab R. Mohamed; Eleni Vrochidou; George A. Papakostas (IEEE Access, 2023)

Multi-Class Classification of Plant Leaf Diseases Using Feature Fusion of Deep Convolutional Neural Network and Local Binary Pattern. - Khalid M. Hosny; Walaa M. El-Hady; Farid M. Samy; Eleni Vrochidou; George A. Papakostas (IEEE Access, 2023)

A Holistic Approach on Airfare Price Prediction Using Machine Learning Techniques. - Theofanis Kalampokas; Konstantinos Tziridis; Nikolaos Kalampokas; Alexandros Nikolaou; Eleni Vrochidou; George A. Papakostas (IEEE Access, 2023)

COVID-19 Imposes Rethinking of Conferencing - Environmental Impact Assessment of Artificial Intelligence Conferences. - Pavlina Mitsou; Nikoleta-Victoria Tsakalidou; Eleni Vrochidou; George A. Papakostas (CoRR, 2023)

Connecting national flags - a deep learning approach. - Theofanis Kalampokas; Dimitrios Mentizis; Eleni Vrochidou; George A. Papakostas (Multim. Tools Appl., 2023)

Automatic Facial Palsy Detection - From Mathematical Modeling to Deep Learning. - Eleni Vrochidou; Vladan Papic; Theofanis Kalampokas; George A. Papakostas (Axioms, 2023)

Deep Learning for Cattle Face Identification. - Sinan Dede; Eleni Vrochidou; Venetis Kanakaris; George A. Papakostas (DeLTA (2), 2024)

Unraveling the Potential of AI Towards Digital and Green Transformation in Kiwifruit Farming. - Theofanis Kalampokas; Eleni Vrochidou; Maria Tzampazaki; George A. Papakostas (SoftCOM, 2024)

Social Robots in Education: To Select or Not to Select a Robot for a Teaching Subject at an Educational Level? - Maria T. Papadopoulou; Eleni Vrochidou; George A. Papakostas (SoftCOM, 2024)

IKDD: A Keystroke Dynamics Dataset for User Classification. - Ioannis Tsimperidis; Olga-Dimitra Asvesta; Eleni Vrochidou; George A. Papakostas (Inf., 2024)

Deep learning based computer vision under the prism of 3D point clouds: a systematic review. - Kyriaki A. Tychola; Eleni Vrochidou; George A. Papakostas (Vis. Comput., 2024)

Mapping the brain: AI-driven radiomic approaches to mental disorders. - Seraphim S. Moumgiakmas; Eleni Vrochidou; George A. Papakostas (Artif. Intell. Medicine, 2025)

A vision-based pruning algorithm for cherry tree structure elements segmentation and exact pruning points determination. - Axios Kefalas; Theofanis Kalampokas; Eleni Vrochidou; George A. Papakostas (Comput. Electron. Agric., 2025)

AI-Powered Software Development: A Systematic Review of Recommender Systems for Programmers. - Efthimia Mavridou; Eleni Vrochidou; Theofanis Kalampokas; Venetis Kanakaris; George A. Papakostas (Comput., 2025)

The potential of Large Language Models for social robots in special education. - Evdokia Voultsiou; Eleni Vrochidou; Lefteris Moussiades; George A. Papakostas (Prog. Artif. Intell., 2025)