Hristos Tyralis
Artificial Intelligence · 2011–2019
A researcher in the Science corpus: 5 papers; trusts 55 researchers and is trusted by 12 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 54 citations into it
- Statistics and Probability — 44 citations into it
- Global and Planetary Change — 27 citations into it
- Environmental Engineering — 24 citations into it
- Computer Vision and Pattern Recognition — 23 citations into it
- Water Science and Technology — 22 citations into it
- Information Systems — 17 citations into it
- Statistical Learning Theory — 16 citations into it
Whom Hristos Tyralis trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Leo Breiman
- Max Kuhn
- Demetris Koutsoyiannis
- Trevor J. Hastie
- Gérard Biau
- Peter M. Robinson
- Christian P. Robert
- Rafal Weron
- Nicolai Meinshausen
- Jean‐François Coeurjolly
Who trusts Hristos Tyralis overall
- F. Serinaldi
- Georgia A. Papacharalampous
- Theano Iliopoulou
- E. Szolgayová
- Demetris Koutsoyiannis
- Luciano Zunino
- Simon Michael Papalexiou
- Gregor Laaha
- Osvaldo Anibal Rosso
- Xiangang Luo
Papers from Hristos Tyralis's perspective
Ordered by how strongly the researchers Hristos Tyralis trusts endorse each paper. Same corpus, a different order for every researcher.
- Random Forests
- Bagging Predictors
- Regression Shrinkage and Selection via the Lasso
- ImageNet classification with deep convolutional neural networks
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- The Nature of Statistical Learning Theory
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- The Elements of Statistical Learning
- Gradient-based learning applied to document recognition
- Estimating the Dimension of a Model
Their papers
- Simultaneous estimation of the parameters of the Hurst–Kolmogorov stochastic process (2011) — 86 citations
- A Brief Review of Random Forests for Water Scientists and Practitioners and Their Recent History in Water Resources (2019) — 593 citations
- Predictability of monthly temperature and precipitation using automatic time series forecasting methods (2018) — 126 citations
- Accuracy measurement of Random Forests and Linear Regression for mass appraisal models that estimate the prices of residential apartments in Nicosia, Cyprus (2018) — 46 citations
- How to explain and predict the shape parameter of the generalized extreme value distribution of streamflow extremes using a big dataset (2018) — 62 citations