Florian Hartig

1. Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure
   2016/12/08 by David R. Roberts, Volker Bahn, Simone Ciuti +11 · 1 voice · 77 citations
   Environmental Science · #Ecology and Vegetation Dynamics Studies #Soil Geostatistics and Mapping #Species Distribution and Climate Change
2. Model averaging in ecology: a review of Bayesian, information‐theoretic, and tactical approaches for predictive inference
   2018/05/03 by Carsten F. Dormann, Justin M. Calabrese, Gurutzeta Guillera‐Arroita +22 · 39 citations
   Mathematics · Computer Science · #Statistical Methods and Bayesian Inference #Bayesian Modeling and Causal Inference #Advanced Causal Inference Techniques
3. Explainable artificial intelligence enhances the ecological interpretability of black‐box species distribution models
   2020/11/17 by Masahiro Ryo, Boyan Angelov, Stefano Mammola +3 · 8 citations
   Computer Science · Environmental Science · #Explainable Artificial Intelligence (XAI) #Hydrological Forecasting Using AI #Species Distribution and Climate Change
4. Can predictive models be used for causal inference?
   2023/06/18 by Maximilian Pichler, Florian Hartig, Pichler, Maximilian +1 · 3 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Methodology (stat.ME)