Eleni Vrochidou

52 papers B 3C 3Misc 11Journal 22Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A vision-based pruning algorithm for cherry tree structure elements segmentation and exact pruning points determination. Comput. Electron. Agric. Axios Kefalas, Theofanis Kalampokas, Eleni Vrochidou, George A. Papakostas
2025	J	`jnl`	AI-Powered Software Development: A Systematic Review of Recommender Systems for Programmers. Comput. Efthimia Mavridou, Eleni Vrochidou, Theofanis Kalampokas, Venetis Kanakaris, George A. Papakostas
2025	J	`jnl`	Beyond Accuracy: Benchmarking Machine Learning Models for Efficient and Sustainable SaaS Decision Support. Future Internet Efthimia Mavridou, Eleni Vrochidou, Michail Selvesakis, George A. Papakostas
2025	Misc	`conf`	Computer Vision in Extended Reality. SoftCOM Elpida Siandri, Zoi Kasapi, Stamatis Chatzistamatis, Georgios Lekkas, Eleni Vrochidou, George A. Papakostas
2025	J	`jnl`	Empirical Evaluation of Invariances in Deep Vision Models. J. Imaging Konstantinos Keremis, Eleni Vrochidou, George A. Papakostas
2025	Misc	`conf`	Image-Based Deep Learning for Biomedical Timeseries: Enhancing 1D Signal Classification Via 2D Transformations. SoftCOM Georgios Lekkas, Panagiotis Georgiadis, Emmanouil V. Gkouvrikos, Eleni Vrochidou, George A. Papakostas
2025	J	`jnl`	Mapping the brain: AI-driven radiomic approaches to mental disorders. Artif. Intell. Medicine Seraphim S. Moumgiakmas, Eleni Vrochidou, George A. Papakostas
2025	Misc	`conf`	Social Robot Selection in Primary Education: A Multi-Criteria Decision-Making Approach. SoftCOM Maria Tzampazaki, Eleni Vrochidou, Georgios Lekkas, Theofanis Kalampokas, George A. Papakostas
2025	J	`jnl`	The potential of Large Language Models for social robots in special education. Prog. Artif. Intell. Evdokia Voultsiou, Eleni Vrochidou, Lefteris Moussiades, George A. Papakostas
2024	—	`conf`	Deep Learning for Cattle Face Identification. DeLTA (2) Sinan Dede, Eleni Vrochidou, Venetis Kanakaris, George A. Papakostas
2024	J	`jnl`	Deep learning based computer vision under the prism of 3D point clouds: a systematic review. Vis. Comput. Kyriaki A. Tychola, Eleni Vrochidou, George A. Papakostas
2024	J	`jnl`	IKDD: A Keystroke Dynamics Dataset for User Classification. Inf. Ioannis Tsimperidis, Olga-Dimitra Asvesta, Eleni Vrochidou, George A. Papakostas
2024	Misc	`conf`	Social Robots in Education: To Select or Not to Select a Robot for a Teaching Subject at an Educational Level? SoftCOM Maria T. Papadopoulou, Eleni Vrochidou, George A. Papakostas
2024	Misc	`conf`	Unraveling the Potential of AI Towards Digital and Green Transformation in Kiwifruit Farming. SoftCOM Theofanis Kalampokas, Eleni Vrochidou, Maria Tzampazaki, George A. Papakostas
2023	J	`jnl`	A Holistic Approach on Airfare Price Prediction Using Machine Learning Techniques. IEEE Access Theofanis Kalampokas, Konstantinos Tziridis, Nikolaos Kalampokas, Alexandros Nikolaou, Eleni Vrochidou, George A. Papakostas
2023	J	`jnl`	Automatic Facial Palsy Detection - From Mathematical Modeling to Deep Learning. Axioms Eleni Vrochidou, Vladan Papic, Theofanis Kalampokas, George A. Papakostas
2023	J	`jnl`	COVID-19 Imposes Rethinking of Conferencing - Environmental Impact Assessment of Artificial Intelligence Conferences. CoRR Pavlina Mitsou, Nikoleta-Victoria Tsakalidou, Eleni Vrochidou, George A. Papakostas
2023	J	`jnl`	Connecting national flags - a deep learning approach. Multim. Tools Appl. Theofanis Kalampokas, Dimitrios Mentizis, Eleni Vrochidou, George A. Papakostas
2023	J	`jnl`	Deep Learning and Optimization-Based Methods for Skin Lesions Segmentation: A Review. IEEE Access Khalid M. Hosny, Doaa Elshoura, Ehab R. Mohamed, Eleni Vrochidou, George A. Papakostas
2023	Misc	`conf`	EEG Signal Analysis Approaches for Epileptic Seizure Event Prediction Using Deep Learning. SoftCOM Chrisa Samara, Eleni Vrochidou, George A. Papakostas
2023	—	`conf`	Fusion of Thermal and RGB Images for Automated Deep Learning Based Marble Crack Detection. AIIoT Eleni Vrochidou, George K. Sidiropoulos, Ioannis Tsimperidis, Athanasios G. Ouzounis, Ilias T. Sarafis, Vassilis Kalpakis, Andreas Stamkos, George A. Papakostas
2023	—	`conf`	Machine Learning in Embedded Systems: Limitations, Solutions and Future Challenges. CCWC Eleftherios Batzolis, Eleni Vrochidou, George A. Papakostas
2023	J	`jnl`	Multi-Class Classification of Plant Leaf Diseases Using Feature Fusion of Deep Convolutional Neural Network and Local Binary Pattern. IEEE Access Khalid M. Hosny, Walaa M. El-Hady, Farid M. Samy, Eleni Vrochidou, George A. Papakostas
2022	—	`conf`	Agricultural Yield Prediction by Difference Equations on Data-Induced Cumulative Possibility Distributions. NAFIPS Vassilis G. Kaburlasos, Christos Bazinas, Eleni Vrochidou, Eleftherios Karapatzak
2022	—	`conf`	Considerations for a Multi-purpose Agrobot Design Toward Automating Skillful Viticultural Tasks: A Study in Northern Greece Vineyards. HAICTA Eleni Vrochidou, Christos Bazinas, Efthimia Mavridou, Theodore P. Pachidis, Spyridon Mamalis, Stefanos Koundouras, Theodoros Gkrimpizis, Vassilis G. Kaburlasos
2022	J	`jnl`	On Predicting Soccer Outcomes in the Greek League Using Machine Learning. Comput. Marios-Christos Malamatinos, Eleni Vrochidou, George A. Papakostas
2022	—	`conf`	Visual Quality Inspection of Pomegranate Crop Using a Novel Dataset and Deep Learning. IWSSIP Avraam Koufatzis, Eleni Vrochidou, George A. Papakostas
2021	J	`jnl`	A Review of Possible EEG Markers of Abstraction, Attentiveness, and Memorisation in Cyber-Physical Systems for Special Education. Frontiers Robotics AI Maya Dimitrova, Hiroaki Wagatsuma, Aleksandar Krastev, Eleni Vrochidou, J. David Nuñez-Gonzalez
2021	J	`jnl`	Assessment and Localization of Structural Damage in r/c Structures through Intelligent Seismic Signal Processing. Appl. Artif. Intell. Eleni Vrochidou, V. Bizergianidou, Ioannis Andreadis, A. Elenas
2021	J	`jnl`	Corrigendum: A Review of Possible EEG Markers of Abstraction, Attentiveness and Memorisation in Cyber-Physical Systems for Special Education. Frontiers Robotics AI Maya Dimitrova, Hiroaki Wagatsuma, Aleksandar Krastev, Eleni Vrochidou, J. David Nuñez-Gonzalez
2021	J	`jnl`	Grape stem detection using regression convolutional neural networks. Comput. Electron. Agric. Theofanis Kalampokas, Eleni Vrochidou, George A. Papakostas, Theodore P. Pachidis, Vassilis G. Kaburlasos
2021	—	`conf`	Yield Estimation in Vineyards Using Intervals' Numbers Techniques. PCI Christos Bazinas, Eleni Vrochidou, Chris Lytridis, Vassilis G. Kaburlasos
2020	Misc	`conf`	Forward Kinematic Analysis of JACO SoftCOM Theodore P. Pachidis, Christos Sgouros, Vassilis G. Kaburlasos, Eleni Vrochidou, Theofanis Kalampokas, Konstantinos Tziridis, Alexandros Nikolaou, George A. Papakostas
2020	—	`conf`	Identifying the Technological Needs for Developing a Grapes Harvesting Robot: Operations and Systems. HAICTA 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
2020	J	`jnl`	Intelligent Systems for Structural Damage Assessment. J. Intell. Syst. Eleni Vrochidou, Petros-Fotios Alvanitopoulos, Ioannis Andreadis, Anaxagoras Elenas
2020	—	`conf`	Navigation Route Mapping for Harvesting Robots in Vineyards Using UAV-based Remote Sensing. IEEE Conf. on Intelligent Systems Eftichia Badeka, Eleni Vrochidou, Konstantinos Tziridis, Alexander Nicolaou, George A. Papakostas, Theodore P. Pachidis, Vassilis G. Kaburlasos
2020	C	`conf`	Real-time vineyard trunk detection for a grapes harvesting robot via deep learning. ICMV Eleni Vrochidou, George A. Papakostas, Vassilis G. Kaburlasos
2020	—	`conf`	Robotic Technology for Inclusive Education: A Cyber-Physical System Approach to Pedagogical Rehabilitation. CompSysTech Maya Dimitrova, Aleksandar Krastev, Roman Zahariev, Eleni Vrochidou, Christos Bazinas, Tsvete Yaneva, Elena Blagoeva-Hazarbassanova
2020	C	`conf`	Semantic Segmentation of Vineyard Images Using Convolutional Neural Networks. EANN Theofanis Kalampokas, Konstantinos Tziridis, Alexandros Nikolaou, Eleni Vrochidou, George A. Papakostas, Theodore P. Pachidis, Vassilis G. Kaburlasos
2020	B	`conf`	Toward Big Data Manipulation for Grape Harvest Time Prediction by Intervals' Numbers Techniques. IJCNN 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, P. Kyriakidis
2019	—	`conf`	Audio Signal Recognition Based on Intervals' Numbers (INs) Classification Techniques. IISA Chris Lytridis, Eleni Vrochidou, George K. Sidiropoulos, George A. Papakostas, Vassilis G. Kaburlasos, Efi Kourampa, Elpida Karageorgiou
2019	C	`conf`	Grapes Visual Segmentation for Harvesting Robots Using Local Texture Descriptors. ICVS Eftichia Badeka, Theofanis Kalampokas, Konstantinos Tziridis, Alexander Nicolaou, Eleni Vrochidou, Efthimia Mavridou, George A. Papakostas, Theodore P. Pachidis
2019	J	`jnl`	Machine Vision Systems in Precision Agriculture for Crop Farming. J. Imaging Efthimia Mavridou, Eleni Vrochidou, George A. Papakostas, Theodore P. Pachidis, Vassilis G. Kaburlasos
2019	B	`conf`	Time Series Classification in Cyber-Physical System Applications by Intervals' Numbers Techniques. FUZZ-IEEE Vassilis G. Kaburlasos, Eleni Vrochidou, Fotios Panagiotopoulos, Charalampos AN. itsidis, Alexander Jaki
2019	B	`conf`	Toward Robot-Assisted Psychosocial Intervention for Children with Autism Spectrum Disorder (ASD). ICSR Vasiliki Holeva, Vasiliki-Aliki Nikopoulou, Maria Papadopoulou, Eleni Vrochidou, George A. Papakostas, Vassilis G. Kaburlasos
2018	J	`jnl`	Artificial accelerograms composition based on the CEEMD. Trans. Inst. Meas. Control Eleni Vrochidou, Petros-Fotios Alvanitopoulos, Ioannis Andreadis, Anaxagoras Elenas
2018	Misc	`conf`	Identifying Needs of Robotic and Technological Solutions for the Classroom. SoftCOM 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
2018	Misc	`conf`	Open-Source Robotics: Investigation on Existing Platforms and Their Application in Education. SoftCOM Eleni Vrochidou, Michail Manios, George A. Papakostas, Charalabos N. Aitsidis, Fotis Panagiotopoulos
2018	—	`conf`	Social Engagement Interaction Games Between Children with Autism and Humanoid Robot NAO. SOCO-CISIS-ICEUTE Chris Lytridis, Eleni Vrochidou, Stamatis Chatzistamatis, Vassilis G. Kaburlasos
2018	Misc	`conf`	Social Robot NAO as a Self-Regulating Didactic Mediator: a Case Study of Teaching/Learning Numeracy. SoftCOM Eleni Vrochidou, Aouatif Najoua, Chris Lytridis, Michail Salonidis, Vassilios Ferelis, George A. Papakostas
2014	Misc	`conf`	HHT-Based Artificial Seismic Accelerograms Generation. AIAI Eleni Vrochidou, Petros-Fotios Alvanitopoulos, Ioannis Andreadis, Anaxagoras Elenas, Katerina Mallousi
2012	—	`conf`	Correlation between Seismic Intensity Parameters of HHT-Based Synthetic Seismic Accelerograms and Damage Indices of Buildings. AIAI (1) Eleni Vrochidou, Petros-Fotios Alvanitopoulos, Ioannis Andreadis, Anaxagoras Elenas