Claudy Jolivet
Artificial Intelligence · 2009–2014
A researcher in the Science corpus: 7 papers; trusts 7 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 16 citations into it
- Statistics and Probability — 15 citations into it
- Nature and Landscape Conservation — 9 citations into it
- Statistical Learning Theory — 8 citations into it
- Ecological Modeling — 7 citations into it
Whom Claudy Jolivet trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Papers from Claudy Jolivet's perspective
Ordered by how strongly the researchers Claudy Jolivet trusts endorse each paper. Same corpus, a different order for every researcher.
- Stochastic gradient boosting
- The Elements of Statistical Learning: Data Mining, Inference, and Prediction
- Why do we still use stepwise modelling in ecology and behaviour? (Journal of Animal Ecology)
- Do they? How do they? WHY do they differ? On finding reasons for differing performances of species distribution models
- R: A language and environment for statistical computing.
- A working guide to boosted regression trees.
- Nonlinear dimensionality reduction by locally linear embedding.
- Extrapolating regional soil landscapes from an existing soil map: Sampling intensity, validation procedures, and integration of spatial context
- Predicting tree species presence and basal area in Utah: A comparison of stochastic gradient boosting, generalized additive models, and tree-based methods
- Spiking of NIR regional models using samples from target sites: effect of model size on prediction accuracy.
Their papers
- Evaluation of modelling approaches for predicting the spatial distribution of soil organic carbon stocks at the national scale (2014) — 137 citations
- Which strategy is best to predict soil properties of a local site from a national Vis–NIR database? (2014) — 103 citations
- Optimization criteria in sample selection step of local regression for quantitative analysis of large soil NIRS database (2012) — 88 citations
- Biogeographical patterns of soil molecular microbial biomass as influenced by soil characteristics and management (2011) — 248 citations
- Spatial prediction of soil properties with copulas (2011) — 54 citations
- Estimating forest soil bulk density using boosted regression modelling (2010) — 90 citations
- Optimizing pedotransfer functions for estimating soil bulk density using boosted regression trees. (2009) — 102 citations