Works matching IS 1755098X AND DT 2021 AND VI 21 AND IP 8

Results: 18

Extending approximate Bayesian computation with supervised machine learning to infer demographic history from genetic polymorphisms using DIYABC Random Forest.

Published in:

Molecular Ecology Resources, 2021, v. 21, n. 8, p. 2598, doi. 10.1111/1755-0998.13413

By:

Collin, François‐David;
Durif, Ghislain;
Raynal, Louis;
Lombaert, Eric;
Gautier, Mathieu;
Vitalis, Renaud;
Marin, Jean‐Michel;
Estoup, Arnaud

Publication type:

Article

Automatic inference of demographic parameters using generative adversarial networks.

Published in:

Molecular Ecology Resources, 2021, v. 21, n. 8, p. 2689, doi. 10.1111/1755-0998.13386

By:

Wang, Zhanpeng;
Wang, Jiaping;
Kourakos, Michael;
Hoang, Nhung;
Lee, Hyong Hark;
Mathieson, Iain;
Mathieson, Sara

Publication type:

Article

Machine learning in molecular ecology.

Published in:

Molecular Ecology Resources, 2021, v. 21, n. 8, p. 2589, doi. 10.1111/1755-0998.13532

By:

Fountain‐Jones, Nicholas M.;
Smith, Megan L.;
Austerlitz, Frédéric

Publication type:

Article

Identifying loci under selection via explicit demographic models.

Published in:

Molecular Ecology Resources, 2021, v. 21, n. 8, p. 2719, doi. 10.1111/1755-0998.13415

By:

Luqman, Hirzi;
Widmer, Alex;
Fior, Simone;
Wegmann, Daniel

Publication type:

Article

A unified model of species abundance, genetic diversity, and functional diversity reveals the mechanisms structuring ecological communities.

Published in:

Molecular Ecology Resources, 2021, v. 21, n. 8, p. 2782, doi. 10.1111/1755-0998.13514

By:

Overcast, Isaac;
Ruffley, Megan;
Rosindell, James;
Harmon, Luke;
Borges, Paulo A. V.;
Emerson, Brent C.;
Etienne, Rampal S.;
Gillespie, Rosemary;
Krehenwinkel, Henrik;
Mahler, D. Luke;
Massol, Francois;
Parent, Christine E.;
Patiño, Jairo;
Peter, Ben;
Week, Bob;
Wagner, Catherine;
Hickerson, Michael J.;
Rominger, Andrew

Publication type:

Article

DILS: Demographic inferences with linked selection by using ABC.

Published in:

Molecular Ecology Resources, 2021, v. 21, n. 8, p. 2629, doi. 10.1111/1755-0998.13323

By:

Fraïsse, Christelle;
Popovic, Iva;
Mazoyer, Clément;
Spataro, Bruno;
Delmotte, Stéphane;
Romiguier, Jonathan;
Loire, Étienne;
Simon, Alexis;
Galtier, Nicolas;
Duret, Laurent;
Bierne, Nicolas;
Vekemans, Xavier;
Roux, Camille

Publication type:

Article

MrIML: Multi‐response interpretable machine learning to model genomic landscapes.

Published in:

Molecular Ecology Resources, 2021, v. 21, n. 8, p. 2766, doi. 10.1111/1755-0998.13495

By:

Fountain‐Jones, Nicholas M.;
Kozakiewicz, Christopher P.;
Forester, Brenna R.;
Landguth, Erin L.;
Carver, Scott;
Charleston, Michael;
Gagne, Roderick B.;
Greenwell, Brandon;
Kraberger, Simona;
Trumbo, Daryl R.;
Mayer, Michael;
Clark, Nicholas J.;
Machado, Gustavo

Publication type:

Article

Phylogeographic model selection using convolutional neural networks.

Published in:

Molecular Ecology Resources, 2021, v. 21, n. 8, p. 2661, doi. 10.1111/1755-0998.13427

By:

Fonseca, Emanuel M.;
Colli, Guarino R.;
Werneck, Fernanda P.;
Carstens, Bryan C.

Publication type:

Article

Debar: A sequence‐by‐sequence denoiser for COI‐5P DNA barcode data.

Published in:

Molecular Ecology Resources, 2021, v. 21, n. 8, p. 2832, doi. 10.1111/1755-0998.13384

By:

Nugent, Cameron M.;
Elliott, Tyler A.;
Ratnasingham, Sujeevan;
Hebert, Paul D.N.;
Adamowicz, Sarah J.

Publication type:

Article

LEA 3: Factor models in population genetics and ecological genomics with R.

Published in:

Molecular Ecology Resources, 2021, v. 21, n. 8, p. 2738, doi. 10.1111/1755-0998.13366

By:

Gain, Clément;
François, Olivier

Publication type:

Article

Deep learning for population size history inference: Design, comparison and combination with approximate Bayesian computation.

Published in:

Molecular Ecology Resources, 2021, v. 21, n. 8, p. 2645, doi. 10.1111/1755-0998.13224

By:

Sanchez, Théophile;
Cury, Jean;
Charpiat, Guillaume;
Jay, Flora

Publication type:

Article

The choices we make and the impacts they have: Machine learning and species delimitation in North American box turtles (Terrapene spp.).

Published in:

Molecular Ecology Resources, 2021, v. 21, n. 8, p. 2801, doi. 10.1111/1755-0998.13350

By:

Martin, Bradley T.;
Chafin, Tyler K.;
Douglas, Marlis R.;
Placyk, John S.;
Birkhead, Roger D.;
Phillips, Christopher A.;
Douglas, Michael E.

Publication type:

Article

Distinguishing between recent balancing selection and incomplete sweep using deep neural networks.

Published in:

Molecular Ecology Resources, 2021, v. 21, n. 8, p. 2706, doi. 10.1111/1755-0998.13379

By:

Isildak, Ulas;
Stella, Alessandro;
Fumagalli, Matteo

Publication type:

Article

Experimental support for genomic prediction of climate maladaptation using the machine learning approach Gradient Forests.

Published in:

Molecular Ecology Resources, 2021, v. 21, n. 8, p. 2749, doi. 10.1111/1755-0998.13374

By:

Fitzpatrick, Matthew C.;
Chhatre, Vikram E.;
Soolanayakanahally, Raju Y.;
Keller, Stephen R.

Publication type:

Article

Distinguishing among complex evolutionary models using unphased whole‐genome data through random forest approximate Bayesian computation.

Published in:

Molecular Ecology Resources, 2021, v. 21, n. 8, p. 2614, doi. 10.1111/1755-0998.13263

By:

Ghirotto, Silvia;
Vizzari, Maria Teresa;
Tassi, Francesca;
Barbujani, Guido;
Benazzo, Andrea

Publication type:

Article

Chromosome‐scale inference of hybrid speciation and admixture with convolutional neural networks.

Published in:

Molecular Ecology Resources, 2021, v. 21, n. 8, p. 2676, doi. 10.1111/1755-0998.13355

By:

Blischak, Paul D.;
Barker, Michael S.;
Gutenkunst, Ryan N.

Publication type:

Article

Predicting amphibian intraspecific diversity with machine learning: Challenges and prospects for integrating traits, geography, and genetic data.

Published in:

Molecular Ecology Resources, 2021, v. 21, n. 8, p. 2818, doi. 10.1111/1755-0998.13303

By:

Barrow, Lisa N.;
Masiero da Fonseca, Emanuel;
Thompson, Coleen E. P.;
Carstens, Bryan C.

Publication type:

Article

Cover Image.

Published in:: Molecular Ecology Resources, 2021, v. 21, n. 8, p. i, doi. 10.1111/1755-0998.13214
Publication type:: Article