Ioannis E. Livieris

University of Peloponnese — Greece

Decision Sciences · Social Sciences

28h-index3.2kcitations110works4.32yr avg
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Research Topics

Stock Market Forecasting Methods(14), Neural Networks and Applications(13), Advanced Optimization Algorithms Research(13), AI in cancer detection(9), Online Learning and Analytics(9)

Publications110 total

Leveraging AI Techniques to Augment Actionable Knowledge Discovery and Informed Policy Making in Public Deliberation
2026
Bounding Validation Overfitting Risk Under Distribution Shift: Optimality in Validation Sampling
SSRN Electronic Journal·2026Open Access
Revolutionizing REC management: comparative study of Solana and Ethereum blockchain implementations
Electrical Engineering·2025
Forging GEMs: Advancing Greek NLP through Quality-Based Corpus Curation
arXiv (Cornell University)·2025Open Access
TextNeX: Text Network of eXperts for Robust Text Classification—Case Study on Machine-Generated-Text Detection
Mathematics·2025Open Access
Convolutional neural network framework for deepfake detection: A diffusion-based approach
Computer Vision and Image Understanding·2025· 4 cited
Quantization-Based 3D-CNNs Through Circular Gradual Unfreezing for DeepFake Detection
IEEE Transactions on Artificial Intelligence·2025· 1 cited
Feature augmentation-based CNN framework for skin-cancer diagnosis
Evolving Systems·2025· 1 cited
Earth Observation Data Management: A Knowledge Graph-Based Approach
Smart innovation, systems and technologies·2025
MobileNet-HeX: Heterogeneous Ensemble of MobileNet eXperts for Efficient and Scalable Vision Model Optimization
Big Data and Cognitive Computing·2024· 3 citedOpen Access
Researching the detection of continuous gravitational waves based on signal processing and ensemble learning
Neural Computing and Applications·2024· 1 cited
C-KAN: A New Approach for Integrating Convolutional Layers with Kolmogorov–Arnold Networks for Time-Series Forecasting
Mathematics·2024· 28 citedOpen Access
Adaptive augmentation framework for domain independent few shot learning
Knowledge-Based Systems·2024· 11 cited
An evaluation framework for synthetic data generation models
arXiv (Cornell University)·2024Open Access
C-XGBoost: A tree boosting model for causal effect estimation
arXiv (Cornell University)·2024Open Access
Mutual information-based neighbor selection method for causal effect estimation
Neural Computing and Applications·2024· 12 cited
Building a Reference Architecture for Integrating Emerging Technologies in Instructional Design
Smart innovation, systems and technologies·2024· 1 cited
C-XGBoost: A Tree Boosting Model for Causal Effect Estimation
IFIP advances in information and communication technology·2024· 4 citedOpen Access
An Evaluation Framework for Synthetic Data Generation Models
IFIP advances in information and communication technology·2024· 15 citedOpen Access
Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM
Journal of Imaging·2023· 24 citedOpen Access
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Frequent Co-authors

Panagiotis Pintelas(38), Emmanuel Pintelas(16), Stavros Stavroyiannis(8), Vassilis Tampakas(8), Theodore Kotsilieris(8), Niki Kiriakidou(4), Andreas Kanavos(4), Κωνσταντίνα Δρακοπούλου(3), Tassos A. Mikropoulos(3), Sotiris Kotsiantis(3), Meletis Liaskos(2), Lazaros Iliadis(2), Ioannis D. Apostolopoulos(1), D. Apostolopoulos(1), Νικόλαος Παπαθανασίου(1), George Panayiotakis(1), Basil Tampakas(1), V. Tampakas(1), M.S. Apostolopoulou(1), D. G. Sotiropoulos(1)