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Author

Ioannis Tsantilis

Observed institution: University of Piraeus
ORCID: 0009-0003-0941-9457
Observed ORCID: 0009-0003-0941-9457
OpenAlex ID: A5048746747
Machine learning algorithms in intermittent demand forecasting: a review
2025 · Panagiotis G. Giannopoulos, Thomas K. Dasaklis, et al. · International Journal of Production Research · 40
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Forecasting intermittent demand using Large Language Models: Evidence from a real world industrial dataset
2025 · Ioannis Tsantilis, Panagiotis G. Giannopoulos, et al. · IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD) · 5
Searching Deterministic Chaotic Properties in System-Wide Vulnerability Datasets
2021 · Ioannis Tsantilis, Thomas K. Dasaklis, et al. · Informatics · 3
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Evaluating cross-series pooling protocols in intermittent demand forecasting: A factorial study
2026 · Ioannis Tsantilis, Panagiotis G. Giannopoulos, et al. · International Conference on Information, Intelligence, Systems & Applications (IISA)
Neuro-Symbolic refinement for intermittent time series forecasting: a gating approach
2026 · Ioannis Tsantilis, Panagiotis Giannopoulos, et al. · Pan-Hellenic Conference on Progress in Computing and Informatics (PCI)
A Novel Tokenization-Free GPT-2 Mechanism for Intermittent Demand Forecasting
2026 · Ioannis Tsantilis, Panagiotis G. Giannopoulos, et al. · IEEE Access
Works count: 6
Citation count: 48
H-index: 3
I10-index: 1
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