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Nikolaos Ntampakis

Observed names: Ntampakis, Nikolaos, Νικόλαος Νταμπάκης
ORCID: 0009-0001-7546-4104
Observed ORCID: 0009-0001-7546-4104
OpenAlex ID: A5093958016
Elevating 5G Network Security: A Profound Examination of Federated Learning Aggregation Strategies for Attack Detection
2023 · Ioannis Makris, Nikolaos Ntampakis, et al. · IEEE Future Networks World Forum (FNWF) · 11
NeuroXVocal: Detection and Explanation of Alzheimer’s Disease Through Non-Invasive Analysis of Picture-Prompted Speech
2025 · Nikolaos Ntampakis, Konstantinos Diamantaras, et al. · Lecture notes in computer science · 5
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Introducing DEFORMISE: A deep learning framework for dementia diagnosis in the elderly using optimized MRI slice selection
2025 · Nikolaos Ntampakis, Konstantinos Diamantaras, et al. · Biomedical Signal Processing and Control · 4
Introducing SPINE: A Holistic Approach to Synthetic Pulmonary Imaging Evaluation Through End-to-End Data and Model Management
2024 · Nikolaos Ntampakis, Vasileios Argyriou, et al. · IEEE Open Journal of Engineering in Medicine and Biology · 3
Enhancing Safety in Industry 5.0: Human-Computer Collaboration Benefits through a Dataset of Protective Equipment Detection
2025 · Alexandros Petropoulos, Georgia Apostolou, et al. · IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC) · 2
Predicting the Onset of Dementia in Initially Healthy Individuals Using Demographic and Clinical Data
2023 · Nikolaos Ntampakis, Konstantinos Diamantaras, et al. · IEEE International Conference on Bioinformatics and Bioengineering (BIBE) · 2
Energy-Efficient and Privacy-Preserving Federated Continual Learning for Cultural Heritage Preservation and Digital Humanities
2025 · George Tziolas, Nikolaos Ntampakis, et al. · IEEE International Conference on Cyber Humanities (IEEE-CH) · 1
Holistic deep learning approaches on medical signals/images
2026 · Ntampakis, Nikolaos · International Hellenic University
Holistic deep learning approaches on medical signals/images
2026 · Νικόλαος Νταμπάκης
Foundation Model-Driven Auto-Annotation: A Multi-Modal Toolbox for General-Purpose Data Labeling*
2026 · Nikolaos Ntampakis, George Tziolas, et al. · IEEE Conference on Artificial Intelligence (CAI)
Stress-Aware Modeling in UX: Combining Synthetic Physiological Data Features With Personality-Based Labeling
2026 · Alexandros Liapis, Konstantinos Panitsidis, et al. · IEEE Access
MemoryINP: Memory Enhanced Neural Processes for Understanding-Based Informed Meta-Learning
2025 · Georgios Tsoumplekas, Nikolaos Ntampakis, et al. · IEEE International Conference on Cyber Humanities (IEEE-CH)
Fusion Grad-CAM: A Methodology for Generating Unified Attention Maps in Majority Voting Classifiers
2025 · Nikolaos Ntampakis, Konstantinos Diamantaras, et al. · IEEE International Conference on Image Processing, Applications and Systems (IPAS)
Optimizing Melanoma Prognosis Through Synergistic Preprocessing and Deep Learning Architecture for Dermoscopic Thickness Prediction
2024 · Nikolaos Ntampakis, Konstantinos Diamantaras, et al. · Lecture notes in computer science
Works count: 16
Citation count: 29
H-index: 3
I10-index: 1
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