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Εleni Vrochidou

Observed names: E Vrochidou, E. Vrochidou, Eleni VROCHIDOU, Eleni Vrochidou, Vrochidou Eleni
ORCID: 0000-0002-0148-8592
Observed ORCID: 0000-0002-0148-8592
OpenAlex ID: A5042467859
Machine Vision Systems in Precision Agriculture for Crop Farming
2019 · Efthimia Mavridou, Eleni Vrochidou, et al. · Journal of Imaging · 295
Multi-Class Classification of Plant Leaf Diseases Using Feature Fusion of Deep Convolutional Neural Network and Local Binary Pattern
2023 · Khalid M. Hosny, Walaa M. El-Hady, et al. · IEEE Access · 170
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An Overview of Cooperative Robotics in Agriculture
2021 · Chris Lytridis, Vassilis G. Kaburlasos, et al. · Agronomy · 169
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An Overview of End Effectors in Agricultural Robotic Harvesting Systems
2022 · Eleni Vrochidou, Viktoria Nikoleta Tsakalidou, et al. · Agriculture · 141
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Social Robots in Special Education: A Systematic Review
2021 · George A. Papakostas, George K. Sidiropoulos, et al. · Electronics · 106
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Deep Learning and Optimization-Based Methods for Skin Lesions Segmentation: A Review
2023 · Khalid M. Hosny, Doaa Elshoura, et al. · IEEE Access · 82
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Machine Vision—Moving from Industry 4.0 to Industry 5.0
2024 · Maria Tzampazaki, Charalampos Zografos, et al. · Applied Sciences · 74
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An Autonomous Grape-Harvester Robot: Integrated System Architecture
2021 · Eleni Vrochidou, Konstantinos Tziridis, et al. · Electronics · 67
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Social Robotics in Education: State-of-the-Art and Directions
2018 · T. Pachidis, E. Vrochidou, et al. · Mechanisms and machine science · 60
Enhancing Solar Plant Efficiency: A Review of Vision-Based Monitoring and Fault Detection Techniques
2024 · Ioannis Polymeropoulos, Stavros Bezyrgiannidis, et al. · Technologies · 47
Grape stem detection using regression convolutional neural networks
2021 · Τheofanis Kalampokas, Εleni Vrochidou, et al. · Computers and Electronics in Agriculture · 47
Machine Vision for Ripeness Estimation in Viticulture Automation
2021 · Eleni Vrochidou, Christos Bazinas, et al. · Horticulturae · 46
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Computer Vision in Self-Steering Tractors
2022 · Eleni Vrochidou, Dimitrios Oustadakis, et al. · Machines · 40
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Omics Data and Data Representations for Deep Learning-Based Predictive Modeling
2022 · Stefanos Tsimenidis, Eleni Vrochidou, et al. · International Journal of Molecular Sciences · 36
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Deep learning based computer vision under the prism of 3D point clouds: a systematic review
2024 · Kyriaki A. Tychola, Eleni Vrochidou, et al. · The Visual Computer · 35
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Social Robot NAO as a Self-Regulating Didactic Mediator: a Case Study of Teaching/Learning Numeracy
2018 · Eleni Vrochidou, Aouatif Najoua, et al. · International Conference on Software, Telecommunications and Computer Networks (SoftCOM) · 34
Social Robots for Pedagogical Rehabilitation
2019 · Vassilis G. Kaburlasos, Eleni Vrochidou · Advances in systems analysis, software engineering, and high performance computing book series · 28
Social Engagement Interaction Games Between Children with Autism and Humanoid Robot NAO
2018 · Chris Lytridis, Eleni Vrochidou, et al. · Advances in intelligent systems and computing · 24
Time–Frequency Transformations for Enhanced Biomedical Signal Classification with Convolutional Neural Networks
2025 · Georgios Lekkas, Eleni Vrochidou, et al. · BioMedInformatics · 23
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Building Better Deep Learning Models Through Dataset Fusion: A Case Study in Skin Cancer Classification with Hyperdatasets
2025 · Panagiotis Georgiadis, Emmanouil V. Gkouvrikos, et al. · Diagnostics · 21
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Towards Robotic Marble Resin Application: Crack Detection on Marble Using Deep Learning
2022 · Eleni Vrochidou, George K. Sidiropoulos, et al. · Electronics · 21
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A Holistic Approach on Airfare Price Prediction Using Machine Learning Techniques
2023 · Theofanis Kalampokas, Konstantinos Tziridis, et al. · IEEE Access · 20
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On Predicting Soccer Outcomes in the Greek League Using Machine Learning
2022 · Marios-Christos Malamatinos, Eleni Vrochidou, et al. · Computers · 19
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A Survey on Deep Learning for Building Load Forecasting
2022 · Ioannis Patsakos, Eleni Vrochidou, et al. · Mathematical Problems in Engineering · 19
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Automatic Facial Palsy Detection—From Mathematical Modeling to Deep Learning
2023 · Eleni Vrochidou, Vladan Papić, et al. · Axioms · 18
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Works count: 145
Citation count: 2,133
H-index: 21
I10-index: 43
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