Eleni Vrochidou

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 36

Top Topics

Mathematical Modeling

Damage Assessment

Convolutional Neural Networks

Top Venues

Frontiers Robotics AI

Publications

Theofanis Kalampokas, Konstantinos Tziridis, Nikolaos Kalampokas, Alexandros Nikolaou, Eleni Vrochidou, George A. Papakostas
A Holistic Approach on Airfare Price Prediction Using Machine Learning Techniques. IEEE Access 11 (2023)
Eleni Vrochidou, Vladan Papic, Theofanis Kalampokas, George A. Papakostas
Automatic Facial Palsy Detection - From Mathematical Modeling to Deep Learning. Axioms 12 (12) (2023)
Khalid M. Hosny, Doaa Elshoura, Ehab R. Mohamed, Eleni Vrochidou, George A. Papakostas
Deep Learning and Optimization-Based Methods for Skin Lesions Segmentation: A Review. IEEE Access 11 (2023)
Khalid M. Hosny, Walaa M. El-Hady, Farid M. Samy, Eleni Vrochidou, George A. Papakostas
Multi-Class Classification of Plant Leaf Diseases Using Feature Fusion of Deep Convolutional Neural Network and Local Binary Pattern. IEEE Access 11 (2023)
Eleni Vrochidou, George K. Sidiropoulos, Ioannis Tsimperidis, Athanasios G. Ouzounis, Ilias T. Sarafis, Vassilis Kalpakis, Andreas Stamkos, George A. Papakostas
Fusion of Thermal and RGB Images for Automated Deep Learning Based Marble Crack Detection. AIIoT (2023)
Pavlina Mitsou, Nikoleta-Victoria Tsakalidou, Eleni Vrochidou, George A. Papakostas
COVID-19 Imposes Rethinking of Conferencing - Environmental Impact Assessment of Artificial Intelligence Conferences. CoRR (2023)
Chrisa Samara, Eleni Vrochidou, George A. Papakostas
EEG Signal Analysis Approaches for Epileptic Seizure Event Prediction Using Deep Learning. SoftCOM (2023)
Theofanis Kalampokas, Dimitrios Mentizis, Eleni Vrochidou, George A. Papakostas
Connecting national flags - a deep learning approach. Multim. Tools Appl. 82 (25) (2023)
Eleftherios Batzolis, Eleni Vrochidou, George A. Papakostas
Machine Learning in Embedded Systems: Limitations, Solutions and Future Challenges. CCWC (2023)
Vassilis G. Kaburlasos, Christos Bazinas, Eleni Vrochidou, Eleftherios Karapatzak
Agricultural Yield Prediction by Difference Equations on Data-Induced Cumulative Possibility Distributions. NAFIPS (2022)
Marios-Christos Malamatinos, Eleni Vrochidou, George A. Papakostas
On Predicting Soccer Outcomes in the Greek League Using Machine Learning. Comput. 11 (9) (2022)
Eleni Vrochidou, Christos Bazinas, Efthimia Mavridou, Theodore P. Pachidis, Spyridon Mamalis, Stefanos Koundouras, Theodoros Gkrimpizis, Vassilis G. Kaburlasos
Considerations for a Multi-purpose Agrobot Design Toward Automating Skillful Viticultural Tasks: A Study in Northern Greece Vineyards. HAICTA (2022)
Avraam Koufatzis, Eleni Vrochidou, George A. Papakostas
Visual Quality Inspection of Pomegranate Crop Using a Novel Dataset and Deep Learning. IWSSIP (2022)
Maya Dimitrova, Hiroaki Wagatsuma, Aleksandar Krastev, Eleni Vrochidou, J. David Nuñez-Gonzalez
A Review of Possible EEG Markers of Abstraction, Attentiveness, and Memorisation in Cyber-Physical Systems for Special Education. Frontiers Robotics AI 8 (2021)
Eleni Vrochidou, V. Bizergianidou, Ioannis Andreadis, A. Elenas
Assessment and Localization of Structural Damage in r/c Structures through Intelligent Seismic Signal Processing. Appl. Artif. Intell. 35 (9) (2021)
Theofanis Kalampokas, Eleni Vrochidou, George A. Papakostas, Theodore P. Pachidis, Vassilis G. Kaburlasos
Grape stem detection using regression convolutional neural networks. Comput. Electron. Agric. 186 (2021)
Christos Bazinas, Eleni Vrochidou, Chris Lytridis, Vassilis G. Kaburlasos
Yield Estimation in Vineyards Using Intervals' Numbers Techniques. PCI (2021)
Maya Dimitrova, Hiroaki Wagatsuma, Aleksandar Krastev, Eleni Vrochidou, J. David Nuñez-Gonzalez
Corrigendum: A Review of Possible EEG Markers of Abstraction, Attentiveness and Memorisation in Cyber-Physical Systems for Special Education. Frontiers Robotics AI 8 (2021)
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
Identifying the Technological Needs for Developing a Grapes Harvesting Robot: Operations and Systems. HAICTA (2020)
Eleni Vrochidou, George A. Papakostas, Vassilis G. Kaburlasos
Real-time vineyard trunk detection for a grapes harvesting robot via deep learning. ICMV (2020)
Eleni Vrochidou, Petros-Fotios Alvanitopoulos, Ioannis Andreadis, Anaxagoras Elenas
Intelligent Systems for Structural Damage Assessment. J. Intell. Syst. 29 (1) (2020)
Eftichia Badeka, Eleni Vrochidou, Konstantinos Tziridis, Alexander Nicolaou, George A. Papakostas, Theodore P. Pachidis, Vassilis G. Kaburlasos
Navigation Route Mapping for Harvesting Robots in Vineyards Using UAV-based Remote Sensing. IEEE Conf. on Intelligent Systems (2020)
Theofanis Kalampokas, Konstantinos Tziridis, Alexandros Nikolaou, Eleni Vrochidou, George A. Papakostas, Theodore P. Pachidis, Vassilis G. Kaburlasos
Semantic Segmentation of Vineyard Images Using Convolutional Neural Networks. EANN (2020)
Maya Dimitrova, Aleksandar Krastev, Roman Zahariev, Eleni Vrochidou, Christos Bazinas, Tsvete Yaneva, Elena Blagoeva-Hazarbassanova
Robotic Technology for Inclusive Education: A Cyber-Physical System Approach to Pedagogical Rehabilitation. CompSysTech (2020)
Vassilis G. Kaburlasos, Eleni Vrochidou, Chris Lytridis, George A. Papakostas, Theodore P. Pachidis, Michail Manios, Spyridon Mamalis, Theodora Merou, Stefanos Koundouras, Serafeim Theocharis, G. Siavalas, Christos Sgouros, P. Kyriakidis
Toward Big Data Manipulation for Grape Harvest Time Prediction by Intervals' Numbers Techniques. IJCNN (2020)
Theodore P. Pachidis, Christos Sgouros, Vassilis G. Kaburlasos, Eleni Vrochidou, Theofanis Kalampokas, Konstantinos Tziridis, Alexandros Nikolaou, George A. Papakostas
Robotic Arm Towards Implementing a Grapes Harvesting Robot. SoftCOM (2020)
Efthimia Mavridou, Eleni Vrochidou, George A. Papakostas, Theodore P. Pachidis, Vassilis G. Kaburlasos
Machine Vision Systems in Precision Agriculture for Crop Farming. J. Imaging 5 (12) (2019)
Vassilis G. Kaburlasos, Eleni Vrochidou, Fotios Panagiotopoulos, Charalampos AN. itsidis, Alexander Jaki
Time Series Classification in Cyber-Physical System Applications by Intervals' Numbers Techniques. FUZZ-IEEE (2019)
Chris Lytridis, Eleni Vrochidou, George K. Sidiropoulos, George A. Papakostas, Vassilis G. Kaburlasos, Efi Kourampa, Elpida Karageorgiou
Audio Signal Recognition Based on Intervals' Numbers (INs) Classification Techniques. IISA (2019)
Vasiliki Holeva, Vasiliki-Aliki Nikopoulou, Maria I. Papadopoulou, Eleni Vrochidou, George A. Papakostas, Vassilis G. Kaburlasos
Toward Robot-Assisted Psychosocial Intervention for Children with Autism Spectrum Disorder (ASD). ICSR (2019)
Eftichia Badeka, Theofanis Kalabokas, Konstantinos Tziridis, Alexander Nicolaou, Eleni Vrochidou, Efthimia Mavridou, George A. Papakostas, Theodore P. Pachidis
Grapes Visual Segmentation for Harvesting Robots Using Local Texture Descriptors. ICVS (2019)
Eleni Vrochidou, Michail Manios, George A. Papakostas, Charalabos N. Aitsidis, Fotis Panagiotopoulos
Open-Source Robotics: Investigation on Existing Platforms and Their Application in Education. SoftCOM (2018)
Eleni Vrochidou, Aouatif Najoua, Chris Lytridis, Michail Salonidis, Vassilios Ferelis, George A. Papakostas
Social Robot NAO as a Self-Regulating Didactic Mediator: a Case Study of Teaching/Learning Numeracy. SoftCOM (2018)
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, Milen Zamfirov
Identifying Needs of Robotic and Technological Solutions for the Classroom. SoftCOM (2018)
Chris Lytridis, Eleni Vrochidou, Stamatis Chatzistamatis, Vassilis G. Kaburlasos
Social Engagement Interaction Games Between Children with Autism and Humanoid Robot NAO. SOCO-CISIS-ICEUTE (2018)
Eleni Vrochidou, Petros-Fotios Alvanitopoulos, Ioannis Andreadis, Anaxagoras Elenas
Artificial accelerograms composition based on the CEEMD. Trans. Inst. Meas. Control 40 (1) (2018)
Eleni Vrochidou, Petros-Fotios Alvanitopoulos, Ioannis Andreadis, Anaxagoras Elenas, Katerina Mallousi
HHT-Based Artificial Seismic Accelerograms Generation. AIAI (2014)
Eleni Vrochidou, Petros-Fotios Alvanitopoulos, Ioannis Andreadis, Anaxagoras Elenas
Correlation between Seismic Intensity Parameters of HHT-Based Synthetic Seismic Accelerograms and Damage Indices of Buildings. AIAI (1) (2012)