Author

J. P. Timonera

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Ecology· 1

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Research Focus:ecology & biodiversity· 1 Research Focus:host-pathogen & immune response· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

C. Sosiak· 1 shared P. Barden· 1 shared T. Janovitz· 1 shared V. Perrichot· 1 shared

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2022-2022 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperEcology

C. Sosiak

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1 paper

Recent·Most cited

Trait-based paleontological niche prediction demonstrates deep time parallel ecological occupation in specialized ant predators

C. Sosiak, T. Janovitz, V. Perrichot, J. P. Timonera, P. Barden

This study uses Random Forest machine learning to predict the ecology of extinct hell ants using extant ecomorphological data, finding they were leaf litter or ground-nesting predators similar to modern analogs.

bioRxiv · Jun 9, 2022 · PreprintEcology