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What ‘unexplored’ means: mapping regions with digitized natural history records to look for ‘biodiversity blindspots’
Laymon Ball, Sheila Rodríguez-Machado, Diego Paredes-Burneo, Samantha Rutledge, David A. Boyd, David Vander Pluym, Spenser Babb-Biernacki, Austin S. Chipps, Rafet Ç. Öztürk, Yahya Terzi, Prosanta Chakrabarty
Fuzzy multi-objective optimization model to design a sustainable closed-loop manufacturing system
Sajida Kousar, Asma Alvi, Nasreen Kausar, Harish Garg, Seifedine Kadry, Jungeun Kim
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Improving drug–target affinity prediction by adaptive self-supervised learning
Qing Ye, Yaxin Sun
Constructing age-structured matrix population models for all fishes
Masami Fujiwara

Widely read

The state of OA: a large-scale analysis of the prevalence and impact of Open Access articles
Heather Piwowar, Jason Priem, Vincent Larivière, Juan Pablo Alperin, Lisa Matthias, Bree Norlander, Ashley Farley, Jevin West, Stefanie Haustein
111,959 views · 19,986 downloads
Predicting judicial decisions of the European Court of Human Rights: a Natural Language Processing perspective
Nikolaos Aletras, Dimitrios Tsarapatsanis, Daniel Preoţiuc-Pietro, Vasileios Lampos
93,583 views · 17,727 downloads
Probabilistic programming in Python using PyMC3
John Salvatier, Thomas V. Wiecki, Christopher Fonnesbeck
76,436 views · 18,734 downloads
Hierarchical generalized additive models in ecology: an introduction with mgcv
Eric J. Pedersen, David L. Miller, Gavin L. Simpson, Noam Ross
74,395 views · 12,628 downloads
The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation
Davide Chicco, Matthijs J. Warrens, Giuseppe Jurman
66,770 views · 14,276 downloads

Editors' picks

Improving drug–target affinity prediction by adaptive self-supervised learning
Qing Ye, Yaxin Sun
Revolutionizing market surveillance: customer relationship management with machine learning
Xiangting Shi, Yakang Zhang, Manning Yu, Lihao Zhang

Recently cited

The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation
Davide Chicco, Matthijs J. Warrens, Giuseppe Jurman
2,008 citations · 66,770 views · 14,276 downloads
Probabilistic programming in Python using PyMC3
John Salvatier, Thomas V. Wiecki, Christopher Fonnesbeck
1,802 citations · 76,436 views · 18,734 downloads
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This Data Science Overlay is a subset of the peer-reviewed articles found in PeerJ, PeerJ Computer Science .

Subject pages or "Overlays" are like filtered subject journals helping you discover your community within the wider multi-disciplinary PeerJ venues.

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Revolutionizing Healthcare: The Role of AI and Machine Learning
Artificial Intelligence for Mental Health: Advancements, Challenges, and Ethical Implications
Decision Making in Complex Systems: The Theoretical Basis
Decision Making in Complex Systems: Intelligent Computing
Advances in Illuminating the Druggable Genome
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