Mining citizen science data to predict orevalence of wild bird species. - Rich Caruana; Mohamed Farid Elhawary; Art Munson; Mirek Riedewald; Daria Sorokina; Daniel Fink 002; Wesley M. Hochachka; Steve Kelling (KDD, 2006)

Detecting statistical interactions with additive groves of trees. - Daria Sorokina; Rich Caruana; Mirek Riedewald; Daniel Fink 002 (ICML, 2008)

The model-summary problem and a solution for trees. - Biswanath Panda; Mirek Riedewald; Daniel Fink 002 (ICDE, 2010)

BirdVis: Visualizing and Understanding Bird Populations. - Nivan Ferreira; Lauro Didier Lins; Daniel Fink 002; Steve Kelling; Christopher Wood; Juliana Freire; Cláudio T. Silva (IEEE Trans. Vis. Comput. Graph., 2011)

eBird: A Human/Computer Learning Network for Biodiversity Conservation and Research. - Steve Kelling; Jeff Gerbracht; Daniel Fink 002; Carl Lagoze; Weng-Keen Wong; Jun Yu; Theodoros Damoulas; Carla P. Gomes (IAAI, 2012)

Adaptive Spatio-Temporal Exploratory Models: Hemisphere-wide species distributions from massively crowdsourced eBird data. - Daniel Fink 002; Theodoros Damoulas; Jaimin Dave (AAAI, 2013)

Improving Your Chances: Boosting Citizen Science Discovery. - Yexiang Xue; Bistra Dilkina; Theodoros Damoulas; Daniel Fink 002; Carla P. Gomes; Steve Kelling (HCOMP, 2013)

A Human/Computer Learning Network to Improve Biodiversity Conservation and Research. - Steve Kelling; Jeff Gerbracht; Daniel Fink 002; Carl Lagoze; Weng-Keen Wong; Jun Yu; Theodoros Damoulas; Carla P. Gomes (AI Mag., 2013)

Scolopax: Exploratory Analysis of Scientific Data. - Alper Okcan; Mirek Riedewald; Biswanath Panda; Daniel Fink 002 (Proc. VLDB Endow., 2013)

Crowdsourcing Meets Ecology: Hemisphere-Wide Spatiotemporal Species Distribution Models. - Daniel Fink 002; Theodoros Damoulas; Nicholas E. Bruns; Frank A. La Sorte; Wesley M. Hochachka; Carla P. Gomes; Steve Kelling (AI Mag., 2014)

Avicaching: A Two Stage Game for Bias Reduction in Citizen Science. - Yexiang Xue; Ian Davies; Daniel Fink 002; Christopher Wood; Carla P. Gomes (AAMAS, 2016)

Behavior Identification in Two-Stage Games for Incentivizing Citizen Science Exploration. - Yexiang Xue; Ian Davies; Daniel Fink 002; Christopher Wood; Carla P. Gomes (CP, 2016)

Deep Multi-species Embedding. - Di Chen 001; Yexiang Xue; Daniel Fink 002; Shuo Chen 008; Carla P. Gomes (IJCAI, 2017)

Computational sustainability: computing for a better world and a sustainable future. - Carla P. Gomes; Thomas G. Dietterich; Christopher Barrett; Jon Conrad; Bistra Dilkina; Stefano Ermon; Fei Fang 001; Andrew Farnsworth; Alan Fern; Xiaoli Z. Fern; Daniel Fink 002; Douglas H. Fisher; et al. (Commun. ACM, 2019)

HOT-VAE: Learning High-Order Label Correlation for Multi-Label Classification via Attention-Based Variational Autoencoders. - Wenting Zhao 002; Shufeng Kong; Junwen Bai; Daniel Fink 002; Carla P. Gomes (AAAI, 2021)

Provable Optimization of Quantal Response Leader-Follower Games with Exponentially Large Action Spaces. - Jinzhao Li; Daniel Fink 002; Christopher Wood; Carla P. Gomes; Yexiang Xue (AAMAS, 2023)