Ioannis N. Athanasiadis

Global and Planetary Change · 2018–2021

A researcher in the Science corpus: 3 papers; trusts 12 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Global and Planetary Change — 15 citations into it
• Ecology, Evolution, Behavior and Systematics — 13 citations into it
• Industrial and Manufacturing Engineering — 13 citations into it
• Artificial Intelligence — 7 citations into it
• Environmental Engineering — 7 citations into it
• Statistical Learning Theory — 5 citations into it
• Soil Science — 5 citations into it

Whom Ioannis N. Athanasiadis trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Thomas Berger
2. Anastasios Xepapadeas
3. Qinglin Qi
4. Fei Tao

Papers from Ioannis N. Athanasiadis's perspective

Ordered by how strongly the researchers Ioannis N. Athanasiadis trusts endorse each paper. Same corpus, a different order for every researcher.

1. Digital twin – Proof of concept
2. Random Forests
3. Agent-based spatial models applied to agriculture: A simulation tool
4. Digital twin-driven product design, manufacturing and service with big data (The International Journal of Advanced Manufacturing Technology)
5. Greedy function approximation: A gradient boosting machine.
6. Nearest neighbor pattern classification
7. The Elements of Statistical Learning: Data Mining, Inference, and Prediction
8. Deep Learning
9. Scikit-learn: Machine Learning in Python
10. A training algorithm for optimal margin classifiers

Their papers

• Introducing digital twins to agriculture (2021) — 503 citations
• Machine learning for large-scale crop yield forecasting (2020) — 312 citations
• A review of Agent Based Modeling for agricultural policy evaluation (2018) — 145 citations