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Martin Philippe‐Lesaffre, Corey J. A. Bradshaw, Irene Castañeda, John Llewelyn, Christopher R. Dickman, Christopher A. Lepczyk, Jean Fantle-Lepczyk, Clara Marino, Franck Courchamp, Elsa Bonnaud

Grant Foster, Tad A. Dallas

David Beauchesne, Kevin Cazelles, Rémi M. Daigle, Dominique Gravel, Philippe Archambault

Cristina Cipriano, Sergio Noce, Simone Mereu, Monia Santini

Sagar Adhurya, Young-Seuk Park

Shawn J. Leroux, Oswald J. Schmitz

Barry Biton, Rami Puzis, Shai Pilosof

Jonathan Touboul, Jiayu Li, Denis Patterson, Simon Levin

Martin Philippe-Lesaffre, Elsa Bonnaud

Kate L. Wootton, F. Guillaume Blanchet, Andrew Liston, Tommi Nyman, Laura G. A. Riggi, Jens‐Peter Kopelke, Tomas Roslin, Dominique Gravel

Gabriel Dansereau, Ceres Barros, Timothée Poisot

Sagar Adhurya, Young‐Seuk Park

P.E.N. Olivier, M. Lindegren, E. Bonsdorff, M.C. Nordström

Seamus Doherty, Frédérik Saltré, John Llewelyn, Giovanni Strona, Stephen E. Williams, Corey J. A. Bradshaw

Lucy B. Van Kleunen, Katie A. Peterson, Meghan T. Hayden, Aislyn Keyes, Aaron J. Schwartz, Henry Li, Laura E. Dee

Cátia Lúcio Pereira, Zeynep Ersoy, M Thomas P Gilbert, Dominique Gravel, Miguel B Araújo, Miguel G Matias

Maximilian Pichler, Florian Hartig

John Llewelyn, Giovanni Strona, Christopher R. Dickman, Aaron C. Greenville, Glenda M. Wardle, Michael S. Y. Lee, Seamus Doherty, Farzin Shabani, Frédérik Saltré, Corey J. A. Bradshaw

Johannes Hirn, José Enrique García, Alicia Montesinos‐Navarro, Ricardo Sánchez‐Martín, Veronica Sanz, Miguel Verdú

Sergey Rosbakh, Maximilian Pichler, Peter Poschlod

Gita Benadi, Carsten F. Dormann, Jochen Fründ, Ruth Stephan, Diego P. Vázquez

Hafiz Sohaib Ahmed Saqib, Linyang Sun, Gabor Pozsgai, Pingping Liang, Minsheng You, Geoff M. Gurr, Shijun You

Dominique Caron, Luigi Maiorano, Wilfried Thuiller, Laura J. Pollock

Timothée Poisot, Gabriel Bergeron, Kevin Cazelles, Tad Dallas, Dominique Gravel, Andrew MacDonald, Benjamin Mercier, Clément Violet, Steve Vissault

Hannah J. Kotula, Guadalupe Peralta, Carol M. Frost, Jacqui H. Todd, Jason M. Tylianakis

Michiel Stock, Timothée Poisot, Bernard De Baets

Anne McLeod, Shawn J. Leroux, Dominique Gravel, Cindy Chu, Alyssa R. Cirtwill, Marie‐Josée Fortin, Núria Galiana, Timothée Poisot, Spencer A. Wood

Tanya Strydom, Michael D. Catchen, Francis Banville, Dominique Caron, Gabriel Dansereau, Philippe Desjardins-Proulx, Norma R. Forero-Muñoz, Gracielle Higino, Benjamin Mercier, Andrew Gonzalez, Dominique Gravel, Laura Pollock, Timothée Poisot

Michiel Stock, Niels Piot, Sarah Vanbesien, Joris Meys, Guy Smagghe, Bernard De Baets

Raphaëlle Momal, Stéphane Robin, Christophe Ambroise

J. Christopher D. Terry, Owen T. Lewis

Maximilian Pichler, Virginie Boreux, Alexandra‐Maria Klein, Matthias Schleuning, Florian Hartig

Michiel Stock, Niels Piot, Sarah Vanbesien, Bernard Vaissière, Clémentine Coiffait-Gombault, Guy Smagghe, Bernard De Baets

Robert M. Pringle, Matthew C. Hutchinson

Alyssa R. Cirtwill, Anna Eklöf, Tomas Roslin, Kate Wootton, Dominique Gravel

Bernhard Eitzinger, Nerea Abrego, Dominique Gravel, Tea Huotari, Eero J Vesterinen, Tomas Roslin

Eva Delmas, Mathilde Besson, Marie‐Hélène Brice, Laura A. Burkle, Giulio V. Dalla Riva, Marie‐Josée Fortin, Dominique Gravel, Paulo R. Guimarães, David H. Hembry, Erica A. Newman, Jens M. Olesen, Mathias M. Pires, Justin D. Yeakel, Timothée Poisot

Zacchaeus G. Compson, Wendy A. Monk, Colin J. Curry, Dominique Gravel, Alex Bush, Christopher J.O. Baker, Mohammad Sadnan Al Manir, Alexandre Riazanov, Mehrdad Hajibabaei, Shadi Shokralla, Joel F. Gibson, Sonja Stefani, Michael T.G. Wright, Donald J. Baird

2025	Differential predation patterns of free‐ranging cats among continents Ecography Martin Philippe‐Lesaffre, Corey J. A. Bradshaw, Irene Castañeda, John Llewelyn, Christopher R. Dickman, Christopher A. Lepczyk, Jean Fantle-Lepczyk, Clara Marino, Franck Courchamp, Elsa Bonnaud
2025	Comparing the power of phylogenetic, trait and network structure information to predict plant–frugivore interactions Oikos Grant Foster, Tad A. Dallas
2025	Ecological interactions amplify cumulative effects in marine ecosystems Science Advances David Beauchesne, Kevin Cazelles, Rémi M. Daigle, Dominique Gravel, Philippe Archambault
2025	Algorithms going wild – A review of machine learning techniques for terrestrial ecology Ecological Modelling Cristina Cipriano, Sergio Noce, Simone Mereu, Monia Santini
2025	Metaweb approaches for understanding complex ecological interactions: A review Ecological Informatics Sagar Adhurya, Young-Seuk Park
2025	Integrating Network and Meta‐Ecosystem Models for Developing a Zoogeochemical Theory Ecology Letters Shawn J. Leroux, Oswald J. Schmitz
2025	Inductive link prediction facilitates the discovery of missing links and enables cross-community inference in ecological networks Nature Ecology & Evolution Barry Biton, Rami Puzis, Shai Pilosof
2025	New challenges in spatial ecology Japan Journal of Industrial and Applied Mathematics Jonathan Touboul, Jiayu Li, Denis Patterson, Simon Levin
2025	Pinpointing bird species vulnerability to free-ranging domestic cats using trait-based predictive models Ecological Indicators Martin Philippe-Lesaffre, Elsa Bonnaud
2024	Layer‐specific imprints of traits within a plant–herbivore–predator network – complementary insights from complementary methods Ecography Kate L. Wootton, F. Guillaume Blanchet, Andrew Liston, Tommi Nyman, Laura G. A. Riggi, Jens‐Peter Kopelke, Tomas Roslin, Dominique Gravel
2024	Spatially explicit predictions of food web structure from regional-level data Philosophical Transactions of the Royal Society B: Biological Sciences Gabriel Dansereau, Ceres Barros, Timothée Poisot
2024	A novel method for predicting ecological interactions with an unsupervised machine learning algorithm Methods in Ecology and Evolution Sagar Adhurya, Young‐Seuk Park
2024	A network of biological traits: Profiling consumer-resource interactions Food Webs P.E.N. Olivier, M. Lindegren, E. Bonsdorff, M.C. Nordström
2023	Estimating co‐extinction threats in terrestrial ecosystems Global Change Biology Seamus Doherty, Frédérik Saltré, John Llewelyn, Giovanni Strona, Stephen E. Williams, Corey J. A. Bradshaw
2023	Decision‐making under uncertainty for species introductions into ecological networks Ecology Letters Lucy B. Van Kleunen, Katie A. Peterson, Meghan T. Hayden, Aislyn Keyes, Aaron J. Schwartz, Henry Li, Laura E. Dee
2023	Guidelines for the prediction of species interactions through binary classification Methods in Ecology and Evolution Timothée Poisot
2023	Future-proofing environmental DNA and trait-based predictions of food webs BioScience Cátia Lúcio Pereira, Zeynep Ersoy, M Thomas P Gilbert, Dominique Gravel, Miguel B Araújo, Miguel G Matias
2023	Machine learning and deep learning—A review for ecologists Methods in Ecology and Evolution Maximilian Pichler, Florian Hartig
2023	Predicting predator–prey interactions in terrestrial endotherms using random forest Ecography John Llewelyn, Giovanni Strona, Christopher R. Dickman, Aaron C. Greenville, Glenda M. Wardle, Michael S. Y. Lee, Seamus Doherty, Farzin Shabani, Frédérik Saltré, Corey J. A. Bradshaw
2022	A deep Generative Artificial Intelligence system to predict species coexistence patterns Methods in Ecology and Evolution Johannes Hirn, José Enrique García, Alicia Montesinos‐Navarro, Ricardo Sánchez‐Martín, Veronica Sanz, Miguel Verdú
2022	Machine‐learning algorithms predict soil seed bank persistence from easily available traits Applied Vegetation Science Sergey Rosbakh, Maximilian Pichler, Peter Poschlod
2022	Quantitative Prediction of Interactions in Bipartite Networks Based on Traits, Abundances, and Phylogeny The American Naturalist Gita Benadi, Carsten F. Dormann, Jochen Fründ, Ruth Stephan, Diego P. Vázquez
2022	DNA metabarcoding of gut contents reveals key habitat and seasonal drivers of trophic networks involving generalist predators in agricultural landscapes Pest Management Science Hafiz Sohaib Ahmed Saqib, Linyang Sun, Gabor Pozsgai, Pingping Liang, Minsheng You, Geoff M. Gurr, Shijun You
2022	Addressing the Eltonian shortfall with trait‐based interaction models Ecology Letters Dominique Caron, Luigi Maiorano, Wilfried Thuiller, Laura J. Pollock
2021	Global knowledge gaps in species interaction networks data Journal of Biogeography Timothée Poisot, Gabriel Bergeron, Kevin Cazelles, Tad Dallas, Dominique Gravel, Andrew MacDonald, Benjamin Mercier, Clément Violet, Steve Vissault
2021	Predicting direct and indirect non-target impacts of biocontrol agents using machine-learning approaches PLOS ONE Hannah J. Kotula, Guadalupe Peralta, Carol M. Frost, Jacqui H. Todd, Jason M. Tylianakis
2021	Optimal transportation theory for species interaction networks Ecology and Evolution Michiel Stock, Timothée Poisot, Bernard De Baets
2021	Sampling and asymptotic network properties of spatial multi‐trophic networks Oikos Anne McLeod, Shawn J. Leroux, Dominique Gravel, Cindy Chu, Alyssa R. Cirtwill, Marie‐Josée Fortin, Núria Galiana, Timothée Poisot, Spencer A. Wood
2021	A roadmap towards predicting species interaction networks (across space and time) Philosophical Transactions of the Royal Society B: Biological Sciences Tanya Strydom, Michael D. Catchen, Francis Banville, Dominique Caron, Gabriel Dansereau, Philippe Desjardins-Proulx, Norma R. Forero-Muñoz, Gracielle Higino, Benjamin Mercier, Andrew Gonzalez, Dominique Gravel, Laura Pollock, Timothée Poisot
2021	Pairwise learning for predicting pollination interactions based on traits and phylogeny Ecological Modelling Michiel Stock, Niels Piot, Sarah Vanbesien, Joris Meys, Guy Smagghe, Bernard De Baets
2020	Tree‐based inference of species interaction networks from abundance data Methods in Ecology and Evolution Raphaëlle Momal, Stéphane Robin, Christophe Ambroise
2020	Finding missing links in interaction networks Ecology J. Christopher D. Terry, Owen T. Lewis
2020	Machine learning algorithms to infer trait‐matching and predict species interactions in ecological networks Methods in Ecology and Evolution Maximilian Pichler, Virginie Boreux, Alexandra‐Maria Klein, Matthias Schleuning, Florian Hartig
2020	Information content in pollination network reveals missing interactions Ecological Modelling Michiel Stock, Niels Piot, Sarah Vanbesien, Bernard Vaissière, Clémentine Coiffait-Gombault, Guy Smagghe, Bernard De Baets
2020	Resolving Food-Web Structure Annual Review of Ecology, Evolution, and Systematics Robert M. Pringle, Matthew C. Hutchinson
2019	A quantitative framework for investigating the reliability of empirical network construction Methods in Ecology and Evolution Alyssa R. Cirtwill, Anna Eklöf, Tomas Roslin, Kate Wootton, Dominique Gravel
2019	Assessing changes in arthropod predator–prey interactions through DNA‐based gut content analysis—variable environment, stable diet Molecular Ecology Bernhard Eitzinger, Nerea Abrego, Dominique Gravel, Tea Huotari, Eero J Vesterinen, Tomas Roslin
2019	Analysing ecological networks of species interactions Biological Reviews Eva Delmas, Mathilde Besson, Marie‐Hélène Brice, Laura A. Burkle, Giulio V. Dalla Riva, Marie‐Josée Fortin, Dominique Gravel, Paulo R. Guimarães, David H. Hembry, Erica A. Newman, Jens M. Olesen, Mathias M. Pires, Justin D. Yeakel, Timothée Poisot
2018	Advances in Ecological Research Zacchaeus G. Compson, Wendy A. Monk, Colin J. Curry, Dominique Gravel, Alex Bush, Christopher J.O. Baker, Mohammad Sadnan Al Manir, Alexandre Riazanov, Mehrdad Hajibabaei, Shadi Shokralla, Joel F. Gibson, Sonja Stefani, Michael T.G. Wright, Donald J. Baird
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