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@article{DBLP:journals/natmi/Alaa22,
author = {Ahmed M. Alaa},
title = {Mining for informative signals in biological sequences},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {8},
pages = {665--666},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00524-1},
doi = {10.1038/S42256-022-00524-1},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/Alaa22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AlmaliogluTTM22,
author = {Yasin Almalioglu and
Mehmet Turan and
Niki Trigoni and
Andrew Markham},
title = {Deep learning-based robust positioning for all-weather autonomous
driving},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {9},
pages = {749--760},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00520-5},
doi = {10.1038/S42256-022-00520-5},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/AlmaliogluTTM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AltenburgGWMR22,
author = {Tom Altenburg and
Sven H. Giese and
Shengbo Wang and
Thilo Muth and
Bernhard Y. Renard},
title = {Ad hoc learning of peptide fragmentation from mass spectra enables
an interpretable detection of phosphorylated and cross-linked peptides},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {4},
pages = {378--388},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00467-7},
doi = {10.1038/S42256-022-00467-7},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/AltenburgGWMR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Amaral22,
author = {Lu{\'{\i}}s A. Nunes Amaral},
title = {A cautionary tale from the machine scientist},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {5},
pages = {416--417},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00491-7},
doi = {10.1038/S42256-022-00491-7},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/Amaral22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/AryandoustPP22,
author = {Arsam Aryandoust and
Anthony Patt and
Stefan Pfenninger},
title = {Enhanced spatio-temporal electric load forecasts using less data with
active deep learning},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {11},
pages = {977--991},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00552-x},
doi = {10.1038/S42256-022-00552-X},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/AryandoustPP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BachSR22,
author = {Eric Bach and
Emma Schymanski and
Juho Rousu},
title = {Joint structural annotation of small molecules using liquid chromatography
retention order and tandem mass spectrometry data},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1224--1237},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00577-2},
doi = {10.1038/S42256-022-00577-2},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/BachSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BaiWMXGFYMYBSZH22,
author = {Xiang Bai and
Hanchen Wang and
Liya Ma and
Yongchao Xu and
Jiefeng Gan and
Ziwei Fan and
Fan Yang and
Ke Ma and
Jiehua Yang and
Song Bai and
Chang Shu and
Xinyu Zou and
Renhao Huang and
Changzheng Zhang and
Xiaowu Liu and
Dandan Tu and
Chuou Xu and
Wenqing Zhang and
Xi Wang and
Anguo Chen and
Yu Zeng and
Dehua Yang and
Ming{-}Wei Wang and
Nagaraj Holalkere and
Neil J. Halin and
Ihab R. Kamel and
Jia Wu and
Xuehua Peng and
Xiang Wang and
Jianbo Shao and
Pattanasak Mongkolwat and
Jianjun Zhang and
Weiyang Liu and
Michael Roberts and
Zhongzhao Teng and
Lucian Beer and
Lorena Escudero Sanchez and
Evis Sala and
Daniel L. Rubin and
Adrian Weller and
Joan Lasenby and
Chuansheng Zheng and
Jianming Wang and
Zhen Li and
Carola Sch{\"{o}}nlieb and
Tian Xia},
title = {Author Correction: Advancing {COVID-19} diagnosis with privacy-preserving
collaboration in artificial intelligence},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {4},
pages = {413},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00485-5},
doi = {10.1038/S42256-022-00485-5},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/BaiWMXGFYMYBSZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BarrettML22,
author = {Thomas D. Barrett and
Aleksei O. Malyshev and
A. I. Lvovsky},
title = {Autoregressive neural-network wavefunctions for ab initio quantum
chemistry},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {4},
pages = {351--358},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00461-z},
doi = {10.1038/S42256-022-00461-Z},
timestamp = {Fri, 28 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/BarrettML22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BelikovRE22,
author = {Alexander V. Belikov and
Andrey Rzhetsky and
James A. Evans},
title = {Prediction of robust scientific facts from literature},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {5},
pages = {445--454},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00474-8},
doi = {10.1038/S42256-022-00474-8},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/BelikovRE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BennewitzHKCR22,
author = {Elizabeth R. Bennewitz and
Florian Hopfmueller and
Bohdan Kulchytskyy and
Juan Carrasquilla and
Pooya Ronagh},
title = {Neural Error Mitigation of Near-Term Quantum Simulations},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {7},
pages = {618--624},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00509-0},
doi = {10.1038/S42256-022-00509-0},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/BennewitzHKCR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BerceaWRA22,
author = {Cosmin I. Bercea and
Benedikt Wiestler and
Daniel Rueckert and
Shadi Albarqouni},
title = {Federated disentangled representation learning for unsupervised brain
anomaly detection},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {8},
pages = {685--695},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00515-2},
doi = {10.1038/S42256-022-00515-2},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/BerceaWRA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BilodeauDPKDL22,
author = {Anthony Bilodeau and
Constantin V. L. Delmas and
Martin Parent and
Paul De Koninck and
Audrey Durand and
Flavie Lavoie{-}Cardinal},
title = {Microscopy analysis neural network to solve detection, enumeration
and segmentation from image-level annotations},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {5},
pages = {455--466},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00472-w},
doi = {10.1038/S42256-022-00472-W},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/BilodeauDPKDL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Blum22,
author = {Marc{-}Michael Blum},
title = {No chemical killer {AI} (yet)},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {6},
pages = {506--507},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00497-1},
doi = {10.1038/S42256-022-00497-1},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/Blum22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BoltonBGHR22,
author = {William J. Bolton and
Cosmin Badea and
Pantelis Georgiou and
Alison H. Holmes and
Timothy M. Rawson},
title = {Developing moral {AI} to support decision-making about antimicrobial
use},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {11},
pages = {912--915},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00558-5},
doi = {10.1038/S42256-022-00558-5},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/BoltonBGHR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BoscarinoCFT22,
author = {Nima Boscarino and
Reed A. Cartwright and
Keolu Fox and
Krystal S. Tsosie},
title = {Federated learning and Indigenous genomic data sovereignty},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {11},
pages = {909--911},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00551-y},
doi = {10.1038/S42256-022-00551-Y},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/BoscarinoCFT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BucknerMFMZPICS22,
author = {Cameron Buckner and
Risto Miikkulainen and
Stephanie Forrest and
Silvia Milano and
James Zou and
Carina Prunk and
Christopher Irrgang and
I. Glenn Cohen and
Hao Su and
Robin R. Murphy and
Russell H. Taylor and
Axel Krieger and
Mirko Kovac and
Jathan Sadowski and
Vidushi Marda},
title = {{AI} reflections in 2021},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {1},
pages = {5--10},
year = {2022},
url = {https://doi.org/10.1038/s42256-021-00435-7},
doi = {10.1038/S42256-021-00435-7},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/BucknerMFMZPICS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CaoSSJKA22,
author = {Yang Cao and
Cher Tian Ser and
Marta Skreta and
Kjell Jorner and
Nathanael Kusanda and
Al{\'{a}}n Aspuru{-}Guzik},
title = {Reinforcement learning supercharges redox flow batteries},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {8},
pages = {667--668},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00523-2},
doi = {10.1038/S42256-022-00523-2},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/CaoSSJKA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CaoZSYSSCMNHS22,
author = {Jie Cao and
Xiaosong Zhang and
Vahakn Shahinian and
Huiying Yin and
Diane Steffick and
Rajiv Saran and
Susan Crowley and
Michael Mathis and
Girish N. Nadkarni and
Michael Heung and
Karandeep Singh},
title = {Generalizability of an acute kidney injury prediction model across
health systems},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1121--1129},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00563-8},
doi = {10.1038/S42256-022-00563-8},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/CaoZSYSSCMNHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CastroGRGBK22,
author = {Egbert Castro and
Abhinav Godavarthi and
Julian Rubinfien and
Kevin B. Givechian and
Dhananjay Bhaskar and
Smita Krishnaswamy},
title = {Transformer-based protein generation with regularized latent space
optimization},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {10},
pages = {840--851},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00532-1},
doi = {10.1038/S42256-022-00532-1},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/CastroGRGBK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ChanKVP22,
author = {Lucian Chan and
Rajendra Kumar and
Marcel L. Verdonk and
Carl Poelking},
title = {A multilevel generative framework with hierarchical self-contrasting
for bias control and transparency in structure-based ligand design},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1130--1142},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00564-7},
doi = {10.1038/S42256-022-00564-7},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/ChanKVP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Chehreghani22,
author = {Mostafa Haghir Chehreghani},
title = {Half a decade of graph convolutional networks},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {3},
pages = {192--193},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00466-8},
doi = {10.1038/S42256-022-00466-8},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/Chehreghani22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ChenCLZH22,
author = {Yu{-}Qin Chen and
Yu Chen and
Chee{-}Kong Lee and
Shengyu Zhang and
Chang{-}Yu Hsieh},
title = {Optimizing quantum annealing schedules with Monte Carlo tree search
enhanced with neural networks},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {3},
pages = {269--278},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00446-y},
doi = {10.1038/S42256-022-00446-Y},
timestamp = {Thu, 01 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ChenCLZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ChenCSGHZLJ22,
author = {Xiaoyang Chen and
Shengquan Chen and
Shuang Song and
Zijing Gao and
Lin Hou and
Xuegong Zhang and
Hairong Lv and
Rui Jiang},
title = {Cell type annotation of single-cell chromatin accessibility data via
supervised Bayesian embedding},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {2},
pages = {116--126},
year = {2022},
url = {https://doi.org/10.1038/s42256-021-00432-w},
doi = {10.1038/S42256-021-00432-W},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/ChenCSGHZLJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ChenJ22,
author = {Shuan Chen and
Yousung Jung},
title = {A generalized-template-based graph neural network for accurate organic
reactivity prediction},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {9},
pages = {772--780},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00526-z},
doi = {10.1038/S42256-022-00526-Z},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/ChenJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ChenJ22a,
author = {Shuan Chen and
Yousung Jung},
title = {Author Correction: {A} generalized-template-based graph neural network
for accurate organic reactivity prediction},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {11},
pages = {1054},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00586-1},
doi = {10.1038/S42256-022-00586-1},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/ChenJ22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ChoudhuryMSWHM22,
author = {Subham Choudhury and
Michael Moret and
Pierre Salvy and
Daniel Weilandt and
Vassily Hatzimanikatis and
Ljubisa Miskovic},
title = {Reconstructing Kinetic Models for Dynamical Studies of Metabolism
using Generative Adversarial Networks},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {8},
pages = {710--719},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00519-y},
doi = {10.1038/S42256-022-00519-Y},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/ChoudhuryMSWHM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ChuZWZWWSXWJXW22,
author = {Yanyi Chu and
Yan Zhang and
Qiankun Wang and
Lingfeng Zhang and
Xuhong Wang and
Yanjing Wang and
Dennis Russell Salahub and
Qin Xu and
Jianmin Wang and
Xue Jiang and
Yi Xiong and
Dong{-}Qing Wei},
title = {A transformer-based model to predict peptide-HLA class {I} binding
and optimize mutated peptides for vaccine design},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {3},
pages = {300--311},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00459-7},
doi = {10.1038/S42256-022-00459-7},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/ChuZWZWWSXWJXW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ColasKMO22,
author = {C{\'{e}}dric Colas and
Tristan Karch and
Cl{\'{e}}ment Moulin{-}Frier and
Pierre{-}Yves Oudeyer},
title = {Language and culture internalization for human-like autotelic {AI}},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1068--1076},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00591-4},
doi = {10.1038/S42256-022-00591-4},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/ColasKMO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CuevasE22,
author = {Francisco J. Valero Cuevas and
Andrew Erwin},
title = {Bio-robots step towards brain-body co-adaptation},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {9},
pages = {737--738},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00528-x},
doi = {10.1038/S42256-022-00528-X},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/CuevasE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CuiA22,
author = {Peng Cui and
Susan Athey},
title = {Stable learning establishes some common ground between causal inference
and machine learning},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {2},
pages = {110--115},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00445-z},
doi = {10.1038/S42256-022-00445-Z},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/CuiA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Diaz-PintoRASZL22,
author = {Andres Diaz{-}Pinto and
Nishant Ravikumar and
Rahman Attar and
Avan Suinesiaputra and
Yitian Zhao and
Eylem Levelt and
Erica Dall' Armellina and
Marco Lorenzi and
Qingyu Chen and
Tiarnan D. L. Keenan and
Elvira Agr{\'{o}}n and
Emily Y. Chew and
Zhiyong Lu and
Chris P. Gale and
Richard P. Gale and
Sven Plein and
Alejandro F. Frangi},
title = {Predicting myocardial infarction through retinal scans and minimal
personal information},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {1},
pages = {55--61},
year = {2022},
url = {https://doi.org/10.1038/s42256-021-00427-7},
doi = {10.1038/S42256-021-00427-7},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/Diaz-PintoRASZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/EngelmannMMPSB22,
author = {Justin Engelmann and
Alice D. McTrusty and
Ian J. C. MacCormick and
Emma Pead and
Amos J. Storkey and
Miguel O. Bernabeu},
title = {Detecting multiple retinal diseases in ultra-widefield fundus imaging
and data-driven identification of informative regions with deep learning},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1143--1154},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00566-5},
doi = {10.1038/S42256-022-00566-5},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/EngelmannMMPSB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/EppeGKNBW22,
author = {Manfred Eppe and
Christian Gumbsch and
Matthias Kerzel and
Phuong D. H. Nguyen and
Martin V. Butz and
Stefan Wermter},
title = {Intelligent problem-solving as integrated hierarchical reinforcement
learning},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {1},
pages = {11--20},
year = {2022},
url = {https://doi.org/10.1038/s42256-021-00433-9},
doi = {10.1038/S42256-021-00433-9},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/EppeGKNBW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FangDL22,
author = {Yiyuan Fang and
Shuyi Deng and
Cai Li},
title = {A generalizable deep learning framework for inferring fine-scale germline
mutation rate maps},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1209--1223},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00574-5},
doi = {10.1038/S42256-022-00574-5},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/FangDL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FangLLHZZWWW22,
author = {Xiaomin Fang and
Lihang Liu and
Jieqiong Lei and
Donglong He and
Shanzhuo Zhang and
Jingbo Zhou and
Fan Wang and
Hua Wu and
Haifeng Wang},
title = {Geometry-enhanced molecular representation learning for property prediction},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {2},
pages = {127--134},
year = {2022},
url = {https://doi.org/10.1038/s42256-021-00438-4},
doi = {10.1038/S42256-021-00438-4},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/FangLLHZZWWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FarrellRMLS22,
author = {Matthew Farrell and
Stefano Recanatesi and
Timothy Moore and
Guillaume Lajoie and
Eric Shea{-}Brown},
title = {Gradient-based learning drives robust representations in recurrent
neural networks by balancing compression and expansion},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {6},
pages = {564--573},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00498-0},
doi = {10.1038/S42256-022-00498-0},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/FarrellRMLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FarrellRMLS22a,
author = {Matthew Farrell and
Stefano Recanatesi and
Timothy Moore and
Guillaume Lajoie and
Eric Shea{-}Brown},
title = {Author Correction: Gradient-based learning drives robust representations
in recurrent neural networks by balancing compression and expansion},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {11},
pages = {1053},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00565-6},
doi = {10.1038/S42256-022-00565-6},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/FarrellRMLS22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FerruzH22,
author = {Noelia Ferruz and
Birte H{\"{o}}cker},
title = {Controllable protein design with language models},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {6},
pages = {521--532},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00499-z},
doi = {10.1038/S42256-022-00499-Z},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/FerruzH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FeuerriegelSKZ22,
author = {Stefan Feuerriegel and
Yash Raj Shrestha and
Georg von Krogh and
Ce Zhang},
title = {Bringing artificial intelligence to business management},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {7},
pages = {611--613},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00512-5},
doi = {10.1038/S42256-022-00512-5},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/FeuerriegelSKZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Flam-ShepherdWG22,
author = {Daniel Flam{-}Shepherd and
Tony C. Wu and
Xuemei Gu and
Alba Cervera{-}Lierta and
Mario Krenn and
Al{\'{a}}n Aspuru{-}Guzik},
title = {Learning interpretable representations of entanglement in quantum
optics experiments using deep generative models},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {6},
pages = {544--554},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00493-5},
doi = {10.1038/S42256-022-00493-5},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/Flam-ShepherdWG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/FloryanG22,
author = {Daniel Floryan and
Michael D. Graham},
title = {Data-driven discovery of intrinsic dynamics},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1113--1120},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00575-4},
doi = {10.1038/S42256-022-00575-4},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/FloryanG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GallasBDEGLMPM22,
author = {Brandon D. Gallas and
Aldo Badano and
Sarah Dudgeon and
Katherine Elfer and
Victor Garcia and
Jochen K. Lennerz and
Kyle J. Myers and
Nicholas Petrick and
Ed Margerrison},
title = {{FDA} fosters innovative approaches in research, resources and collaboration},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {2},
pages = {97--98},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00450-2},
doi = {10.1038/S42256-022-00450-2},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/GallasBDEGLMPM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GeorgarakisXWR22,
author = {Anna{-}Maria Georgarakis and
Michele Xiloyannis and
Peter Wolf and
Robert Riener},
title = {A textile exomuscle that assists the shoulder during functional movements
for everyday life},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {6},
pages = {574--582},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00495-3},
doi = {10.1038/S42256-022-00495-3},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/GeorgarakisXWR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GeorgeW22,
author = {Alexandra George and
Toby Walsh},
title = {Can {AI} invent?},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1057--1060},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00582-5},
doi = {10.1038/S42256-022-00582-5},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/GeorgeW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GhahremaniLKVGA22,
author = {Parmida Ghahremani and
Yanyun Li and
Arie E. Kaufman and
Rami Vanguri and
Noah Greenwald and
Michael Angelo and
Travis J. Hollmann and
Saad Nadeem},
title = {Deep learning-inferred multiplex immunofluorescence for immunohistochemical
image quantification},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {4},
pages = {401--412},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00471-x},
doi = {10.1038/S42256-022-00471-X},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/GhahremaniLKVGA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GlazarS22,
author = {James T. Glazar and
Vivek Shenoy},
title = {Data-driven design of soft sensors},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {3},
pages = {194--195},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00453-z},
doi = {10.1038/S42256-022-00453-Z},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/GlazarS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GodinezMCPSCJYM22,
author = {William J. Godinez and
Eric J. Ma and
Alexander T. Chao and
Luying Pei and
Peter Skewes{-}Cox and
Stephen M. Canham and
Jeremy L. Jenkins and
Joseph M. Young and
Eric J. Martin and
Armand Guiguemde},
title = {Design of potent antimalarials with generative chemistry},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {2},
pages = {180--186},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00448-w},
doi = {10.1038/S42256-022-00448-W},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/GodinezMCPSCJYM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Gompper22,
author = {Gerhard Gompper},
title = {Delivering microcargo with artificial microtubules},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {8},
pages = {663--664},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00521-4},
doi = {10.1038/S42256-022-00521-4},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/Gompper22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GosiewskaWB22,
author = {Alicja Gosiewska and
Katarzyna Woznica and
Przemyslaw Biecek},
title = {Interpretable meta-score for model performance},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {9},
pages = {792--800},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00531-2},
doi = {10.1038/S42256-022-00531-2},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/GosiewskaWB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GoswamiKSK22,
author = {Somdatta Goswami and
Katiana Kontolati and
Michael D. Shields and
George Em Karniadakis},
title = {Deep transfer operator learning for partial differential equations
under conditional shift},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1155--1164},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00569-2},
doi = {10.1038/S42256-022-00569-2},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/GoswamiKSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GovorkovaPAJLPP22,
author = {Ekaterina Govorkova and
Ema Puljak and
Thea Aarrestad and
Thomas James and
Vladimir Loncar and
Maurizio Pierini and
Adrian Alan Pol and
Nicol{\`{o}} Ghielmetti and
Maksymilian Graczyk and
Sioni Summers and
Jennifer Ngadiuba and
Thong Q. Nguyen and
Javier M. Duarte and
Zhenbin Wu},
title = {Autoencoders on field-programmable gate arrays for real-time, unsupervised
new physics detection at 40 MHz at the Large Hadron Collider},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {2},
pages = {154--161},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00441-3},
doi = {10.1038/S42256-022-00441-3},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/GovorkovaPAJLPP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GovorkovaPAJLPP22a,
author = {Ekaterina Govorkova and
Ema Puljak and
Thea Aarrestad and
Thomas James and
Vladimir Loncar and
Maurizio Pierini and
Adrian Alan Pol and
Nicol{\`{o}} Ghielmetti and
Maksymilian Graczyk and
Sioni Summers and
Jennifer Ngadiuba and
Thong Q. Nguyen and
Javier M. Duarte and
Zhenbin Wu},
title = {Author Correction: Autoencoders on field-programmable gate arrays
for real-time, unsupervised new physics detection at 40 MHz at the
Large Hadron Collider},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {4},
pages = {414},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00486-4},
doi = {10.1038/S42256-022-00486-4},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/GovorkovaPAJLPP22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GreeneMS22,
author = {Travis Greene and
David Martens and
Galit Shmueli},
title = {Barriers to academic data science research in the new realm of algorithmic
behaviour modification by digital platforms},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {4},
pages = {323--330},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00475-7},
doi = {10.1038/S42256-022-00475-7},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/GreeneMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GuHBHMN22,
author = {Hongri Gu and
Emre Hanedan and
Quentin Boehler and
Tian{-}Yun Huang and
Arnold J. T. M. Mathijssen and
Bradley J. Nelson},
title = {Artificial microtubules for rapid and collective transport of magnetic
microcargoes},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {8},
pages = {678--684},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00510-7},
doi = {10.1038/S42256-022-00510-7},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/GuHBHMN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GuemesVD22,
author = {Alejandro G{\"{u}}emes and
Carlos Sanmiguel Vila and
Stefano Discetti},
title = {Super-resolution generative adversarial networks of randomly-seeded
fields},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1165--1173},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00572-7},
doi = {10.1038/S42256-022-00572-7},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/GuemesVD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GuoFAMJPEP22,
author = {Jeff Guo and
Vendy Fialkov{\'{a}} and
Juan Diego Arango and
Christian Margreitter and
Jon Paul Janet and
Kostas Papadopoulos and
Ola Engkvist and
Atanas Patronov},
title = {Improving de novo molecular design with curriculum learning},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {6},
pages = {555--563},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00494-4},
doi = {10.1038/S42256-022-00494-4},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/GuoFAMJPEP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/GuoFAMJPEP22a,
author = {Jeff Guo and
Vendy Fialkov{\'{a}} and
Juan Diego Arango and
Christian Margreitter and
Jon Paul Janet and
Kostas Papadopoulos and
Ola Engkvist and
Atanas Patronov},
title = {Author Correction: Improving de novo molecular design with curriculum
learning},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {8},
pages = {731},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00522-3},
doi = {10.1038/S42256-022-00522-3},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/GuoFAMJPEP22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HanKPZKSTIHKKSNT22,
author = {Tianyu Han and
Jakob Nikolas Kather and
Federico Pedersoli and
Markus Zimmermann and
Sebastian Keil and
Maximilian Schulze{-}Hagen and
Marc Terwoelbeck and
Peter Isfort and
Christoph Haarburger and
Fabian Kiessling and
Christiane Kuhl and
Volkmar Schulz and
Sven Nebelung and
Daniel Truhn},
title = {Image prediction of disease progression for osteoarthritis by style-based
manifold extrapolation},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {11},
pages = {1029--1039},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00560-x},
doi = {10.1038/S42256-022-00560-X},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/HanKPZKSTIHKKSNT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HasaniLALRTTR22,
author = {Ramin M. Hasani and
Mathias Lechner and
Alexander Amini and
Lucas Liebenwein and
Aaron Ray and
Max Tschaikowski and
Gerald Teschl and
Daniela Rus},
title = {Closed-form continuous-time neural networks},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {11},
pages = {992--1003},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00556-7},
doi = {10.1038/S42256-022-00556-7},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/HasaniLALRTTR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HasaniLALRTTR22a,
author = {Ramin M. Hasani and
Mathias Lechner and
Alexander Amini and
Lucas Liebenwein and
Aaron Ray and
Max Tschaikowski and
Gerald Teschl and
Daniela Rus},
title = {Publisher Correction: Closed-form continuous-time neural networks},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1267},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00597-y},
doi = {10.1038/S42256-022-00597-Y},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/HasaniLALRTTR22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HeLWX22,
author = {Di He and
Qiao Liu and
You Wu and
Lei Xie},
title = {A context-aware deconfounding autoencoder for robust prediction of
personalized clinical drug response from cell-line compound screening},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {10},
pages = {879--892},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00541-0},
doi = {10.1038/S42256-022-00541-0},
timestamp = {Mon, 13 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/HeLWX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Heigwer22,
author = {Florian Heigwer},
title = {Learning the missing channel},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {7},
pages = {616--617},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00514-3},
doi = {10.1038/S42256-022-00514-3},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/Heigwer22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HessDPSB22,
author = {Philipp Hess and
Markus Dr{\"{u}}ke and
Stefan Petri and
Felix M. Strnad and
Niklas Boers},
title = {Physically constrained generative adversarial networks for improving
precipitation fields from Earth system models},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {10},
pages = {828--839},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00540-1},
doi = {10.1038/S42256-022-00540-1},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/HessDPSB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HineF22,
author = {Emmie Hine and
Luciano Floridi},
title = {New deepfake regulations in China are a tool for social stability,
but at what cost?},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {7},
pages = {608--610},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00513-4},
doi = {10.1038/S42256-022-00513-4},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/HineF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HoffmanCWCD22,
author = {Samuel C. Hoffman and
Vijil Chenthamarakshan and
Kahini Wadhawan and
Pin{-}Yu Chen and
Payel Das},
title = {Optimizing molecules using efficient queries from property evaluations},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {1},
pages = {21--31},
year = {2022},
url = {https://doi.org/10.1038/s42256-021-00422-y},
doi = {10.1038/S42256-021-00422-Y},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/HoffmanCWCD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/HongCZTY22,
author = {Chenyang Hong and
Qin Cao and
Zhenghao Zhang and
Stephen Kwok{-}Wing Tsui and
Kevin Y. Yip},
title = {Reusability report: Capturing properties of biological objects and
their relationships using graph neural networks},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {3},
pages = {222--226},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00454-y},
doi = {10.1038/S42256-022-00454-Y},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/HongCZTY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Jamone22,
author = {Lorenzo Jamone},
title = {Modelling human tool use in robots},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {11},
pages = {907--908},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00562-9},
doi = {10.1038/S42256-022-00562-9},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/Jamone22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/JanelaB22,
author = {Tiago Janela and
J{\"{u}}rgen Bajorath},
title = {Simple nearest-neighbour analysis meets the accuracy of compound potency
predictions using complex machine learning models},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1246--1255},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00581-6},
doi = {10.1038/S42256-022-00581-6},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/JanelaB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/JiaXHS22,
author = {Zhenge Jia and
Xiaowei Xu and
Jingtong Hu and
Yiyu Shi},
title = {Low-power object-detection challenge on unmanned aerial vehicles},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1265--1266},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00567-4},
doi = {10.1038/S42256-022-00567-4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/JiaXHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/JinLSWY22,
author = {Yongbin Jin and
Xianwei Liu and
Yecheng Shao and
Hongtao Wang and
Wei Yang},
title = {High-speed quadrupedal locomotion by imitation-relaxation reinforcement
learning},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1198--1208},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00576-3},
doi = {10.1038/S42256-022-00576-3},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/JinLSWY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/JuJGNL22,
author = {Hao Ju and
Rongshun Juan and
Randy Gomez and
Keisuke Nakamura and
Guangliang Li},
title = {Transferring policy of deep reinforcement learning from simulation
to reality for robotics},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1077--1087},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00573-6},
doi = {10.1038/S42256-022-00573-6},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/JuJGNL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KarKF22,
author = {Kohitij Kar and
Simon Kornblith and
Evelina Fedorenko},
title = {Interpretability of artificial neural network models in artificial
intelligence versus neuroscience},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1065--1067},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00592-3},
doi = {10.1038/S42256-022-00592-3},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/KarKF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KassaniLGBH22,
author = {Peyman Hosseinzadeh Kassani and
Fred Lu and
Yann Le Guen and
Micha{\"{e}}l E. Belloy and
Zihuai He},
title = {Deep neural networks with controlled variable selection for the identification
of putative causal genetic variants},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {9},
pages = {761--771},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00525-0},
doi = {10.1038/S42256-022-00525-0},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/KassaniLGBH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KejriwalSMM22,
author = {Mayank Kejriwal and
Henrique Santos and
Alice M. Mulvehill and
Deborah L. McGuinness},
title = {Designing a strong test for measuring true common-sense reasoning},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {4},
pages = {318--322},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00478-4},
doi = {10.1038/S42256-022-00478-4},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/KejriwalSMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KobisSR22,
author = {Nils C. K{\"{o}}bis and
Christopher Starke and
Iyad Rahwan},
title = {The promise and perils of using artificial intelligence to fight corruption},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {5},
pages = {418--424},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00489-1},
doi = {10.1038/S42256-022-00489-1},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/KobisSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KoppAO22,
author = {Wolfgang Kopp and
Altuna Akalin and
Uwe Ohler},
title = {Simultaneous dimensionality reduction and integration for single-cell
ATAC-seq data using deep learning},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {2},
pages = {162--168},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00443-1},
doi = {10.1038/S42256-022-00443-1},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/KoppAO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Kudela22,
author = {Jakub Kudela},
title = {A critical problem in benchmarking and analysis of evolutionary computation
methods},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1238--1245},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00579-0},
doi = {10.1038/S42256-022-00579-0},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/Kudela22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/KudithipudiABBB22,
author = {Dhireesha Kudithipudi and
Mario Aguilar{-}Simon and
Jonathan Babb and
Maxim Bazhenov and
Douglas Blackiston and
Josh C. Bongard and
Andrew P. Brna and
Suraj Chakravarthi Raja and
Nick Cheney and
Jeff Clune and
Anurag Reddy Daram and
Stefano Fusi and
Peter Helfer and
Leslie Kay and
Nicholas Ketz and
Zsolt Kira and
Soheil Kolouri and
Jeffrey L. Krichmar and
Sam Kriegman and
Michael Levin and
Sandeep Madireddy and
Santosh Manicka and
Ali Marjaninejad and
Bruce McNaughton and
Risto Miikkulainen and
Zaneta Navratilova and
Tej Pandit and
Alice Parker and
Praveen K. Pilly and
Sebastian Risi and
Terrence J. Sejnowski and
Andrea Soltoggio and
Nicholas Soures and
Andreas S. Tolias and
Dar{\'{\i}}o Urbina{-}Mel{\'{e}}ndez and
Francisco J. Valero Cuevas and
Gido M. van de Ven and
Joshua T. Vogelstein and
Felix Wang and
Ron Weiss and
Angel Yanguas{-}Gil and
Xinyun Zou and
Hava T. Siegelmann},
title = {Biological underpinnings for lifelong learning machines},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {3},
pages = {196--210},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00452-0},
doi = {10.1038/S42256-022-00452-0},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/KudithipudiABBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LakkisSSLBRL22,
author = {Justin Lakkis and
Amelia Schroeder and
Kenong Su and
Michelle Y. Y. Lee and
Alexander C. Bashore and
Muredach P. Reilly and
Mingyao Li},
title = {A multi-use deep learning method for CITE-seq and single-cell RNA-seq
data integration with cell surface protein prediction and imputation},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {11},
pages = {940--952},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00545-w},
doi = {10.1038/S42256-022-00545-W},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/LakkisSSLBRL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LequyerPSHP22,
author = {Jason Lequyer and
Reuben Philip and
Amit Sharma and
Wen{-}Hsin Hsu and
Laurence Pelletier},
title = {A fast blind zero-shot denoiser},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {11},
pages = {953--963},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00547-8},
doi = {10.1038/S42256-022-00547-8},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/LequyerPSHP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiG22,
author = {Hongyang Li and
Yuanfang Guan},
title = {Asymmetric predictive relationships across histone modifications},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {3},
pages = {288--299},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00455-x},
doi = {10.1038/S42256-022-00455-X},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/LiG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiHLGWLLTJYBLZY22,
author = {Yuquan Li and
Chang{-}Yu Hsieh and
Ruiqiang Lu and
Xiaoqing Gong and
Xiaorui Wang and
Pengyong Li and
Shuo Liu and
Yanan Tian and
Dejun Jiang and
Jiaxian Yan and
Qifeng Bai and
Huanxiang Liu and
Shengyu Zhang and
Xiaojun Yao},
title = {An adaptive graph learning method for automated molecular interactions
and properties predictions},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {7},
pages = {645--651},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00501-8},
doi = {10.1038/S42256-022-00501-8},
timestamp = {Thu, 01 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LiHLGWLLTJYBLZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiSHHTHWXGCB22,
author = {Hao Li and
Yu Sun and
Hao Hong and
Xin Huang and
Huan Tao and
Qiya Huang and
Longteng Wang and
Kang Xu and
Jingbo Gan and
Hebing Chen and
Xiaochen Bo},
title = {Inferring transcription factor regulatory networks from single-cell
ATAC-seq data based on graph neural networks},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {4},
pages = {389--400},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00469-5},
doi = {10.1038/S42256-022-00469-5},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/LiSHHTHWXGCB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiangTHFZZZ22,
author = {Weixin Liang and
Girmaw Abebe Tadesse and
Daniel E. Ho and
Li Fei{-}Fei and
Matei Zaharia and
Ce Zhang and
James Zou},
title = {Author Correction: Advances, challenges and opportunities in creating
data for trustworthy {AI}},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {10},
pages = {904},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00548-7},
doi = {10.1038/S42256-022-00548-7},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LiangTHFZZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiangTHLZZZ22,
author = {Weixin Liang and
Girmaw Abebe Tadesse and
Daniel E. Ho and
Li Fei{-}Fei and
Matei Zaharia and
Ce Zhang and
James Zou},
title = {Advances, challenges and opportunities in creating data for trustworthy
{AI}},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {8},
pages = {669--677},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00516-1},
doi = {10.1038/S42256-022-00516-1},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LiangTHLZZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LinderFCLBKS22,
author = {Johannes Linder and
Alyssa La Fleur and
Zibo Chen and
Ajasja Ljubetic and
David Baker and
Sreeram Kannan and
Georg Seelig},
title = {Interpreting neural networks for biological sequences by learning
stochastic masks},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {1},
pages = {41--54},
year = {2022},
url = {https://doi.org/10.1038/s42256-021-00428-6},
doi = {10.1038/S42256-021-00428-6},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/LinderFCLBKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiuKVFZK22,
author = {Yongtao Liu and
Kyle P. Kelley and
Rama K. Vasudevan and
Hiroshi Funakubo and
Maxim A. Ziatdinov and
Sergei V. Kalinin},
title = {Experimental discovery of structure-property relationships in ferroelectric
materials via active learning},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {4},
pages = {341--350},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00460-0},
doi = {10.1038/S42256-022-00460-0},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/LiuKVFZK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LiuSZTK22,
author = {Renhao Liu and
Yu Sun and
Jiabei Zhu and
Lei Tian and
Ulugbek S. Kamilov},
title = {Recovery of continuous 3D refractive index maps from discrete intensity-only
measurements using neural fields},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {9},
pages = {781--791},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00530-3},
doi = {10.1038/S42256-022-00530-3},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/LiuSZTK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/LuczakMK22,
author = {Artur Luczak and
Bruce L. McNaughton and
Yoshimasa Kubo},
title = {Neurons learn by predicting future activity},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {1},
pages = {62--72},
year = {2022},
url = {https://doi.org/10.1038/s42256-021-00430-y},
doi = {10.1038/S42256-021-00430-Y},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/LuczakMK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MaPP22,
author = {Pingchuan Ma and
Stavros Petridis and
Maja Pantic},
title = {Visual speech recognition for multiple languages in the wild},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {11},
pages = {930--939},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00550-z},
doi = {10.1038/S42256-022-00550-Z},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/MaPP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MadanHDHBSDPB22,
author = {Spandan Madan and
Timothy Henry and
Jamell Dozier and
Helen Ho and
Nishchal Bhandari and
Tomotake Sasaki and
Fr{\'{e}}do Durand and
Hanspeter Pfister and
Xavier Boix},
title = {When and how convolutional neural networks generalize to out-of-distribution
category-viewpoint combinations},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {2},
pages = {146--153},
year = {2022},
url = {https://doi.org/10.1038/s42256-021-00437-5},
doi = {10.1038/S42256-021-00437-5},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/MadanHDHBSDPB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MarksJSZKBMBY22,
author = {Markus Marks and
Qiuhan Jin and
Oliver Sturman and
Lukas von Ziegler and
Sepp Kollmorgen and
Wolfger von der Behrens and
Valerio Mante and
Johannes Bohacek and
Mehmet Fatih Yanik},
title = {Deep-learning-based identification, tracking, pose estimation and
behaviour classification of interacting primates and mice in complex
environments},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {4},
pages = {331--340},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00477-5},
doi = {10.1038/S42256-022-00477-5},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/MarksJSZKBMBY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MassariFDFTADZS22,
author = {Luca Massari and
Giulia Fransvea and
Jessica D'Abbraccio and
Mariangela Filosa and
Giuseppe Terruso and
Andrea Aliperta and
Giacomo D'Alesio and
Martina Zaltieri and
Emiliano Schena and
Eduardo Palermo and
Edoardo Sinibaldi and
Calogero Maria Oddo},
title = {Functional mimicry of Ruffini receptors with fibre Bragg gratings
and deep neural networks enables a bio-inspired large-area tactile-sensitive
skin},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {5},
pages = {425--435},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00487-3},
doi = {10.1038/S42256-022-00487-3},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/MassariFDFTADZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MincuR22,
author = {Diana Mincu and
Subhrajit Roy},
title = {Developing robust benchmarks for driving forward {AI} innovation in
healthcare},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {11},
pages = {916--921},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00559-4},
doi = {10.1038/S42256-022-00559-4},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/MincuR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/MokanderF22,
author = {Jakob M{\"{o}}kander and
Luciano Floridi},
title = {From algorithmic accountability to digital governance},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {6},
pages = {508--509},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00504-5},
doi = {10.1038/S42256-022-00504-5},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/MokanderF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PandeyFGITSC22,
author = {Mohit Pandey and
Michael Fern{\'{a}}ndez and
Francesco Gentile and
Olexandr Isayev and
Alexander Tropsha and
Abraham C. Stern and
Artem Cherkasov},
title = {The transformational role of {GPU} computing and deep learning in
drug discovery},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {3},
pages = {211--221},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00463-x},
doi = {10.1038/S42256-022-00463-X},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/PandeyFGITSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Poole22,
author = {William Poole},
title = {In vitro convolutional neural networks},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {7},
pages = {614--615},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00508-1},
doi = {10.1038/S42256-022-00508-1},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/Poole22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/PorterZMMLH22,
author = {Zo{\"{e}} Porter and
Annette Zimmermann and
Phillip Morgan and
John A. McDermid and
Tom Lawton and
Ibrahim Habli},
title = {Distinguishing two features of accountability for {AI} technologies},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {9},
pages = {734--736},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00533-0},
doi = {10.1038/S42256-022-00533-0},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/PorterZMMLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Prunkl22,
author = {Carina Prunkl},
title = {Human autonomy in the age of artificial intelligence},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {2},
pages = {99--101},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00449-9},
doi = {10.1038/S42256-022-00449-9},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/Prunkl22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RaoPWM22,
author = {Arjun Rao and
Philipp Plank and
Andreas Wild and
Wolfgang Maass},
title = {A Long Short-Term Memory for {AI} Applications in Spike-based Neuromorphic
Hardware},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {5},
pages = {467--479},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00480-w},
doi = {10.1038/S42256-022-00480-W},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/RaoPWM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RossBCPMD22,
author = {Jerret Ross and
Brian Belgodere and
Vijil Chenthamarakshan and
Inkit Padhi and
Youssef Mroueh and
Payel Das},
title = {Large-scale chemical language representations capture molecular structure
and properties},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1256--1264},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00580-7},
doi = {10.1038/S42256-022-00580-7},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/RossBCPMD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RuizO22,
author = {Mar{\'{\i}}a Amparo Grau Ruiz and
Fiachra O'Brolch{\'{a}}in},
title = {Environmental robotics for a sustainable future in circular economies},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {1},
pages = {3--4},
year = {2022},
url = {https://doi.org/10.1038/s42256-021-00436-6},
doi = {10.1038/S42256-021-00436-6},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/RuizO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/RuppertB22,
author = {Felix Ruppert and
Alexander Badri{-}Spr{\"{o}}witz},
title = {Learning plastic matching of robot dynamics in closed-loop central
pattern generators},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {7},
pages = {652--660},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00505-4},
doi = {10.1038/S42256-022-00505-4},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/RuppertB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SaetraBC22,
author = {Henrik Skaug S{\ae}tra and
Harald Borgebund and
Mark Coeckelbergh},
title = {Avoid diluting democracy by algorithms},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {10},
pages = {804--806},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00537-w},
doi = {10.1038/S42256-022-00537-W},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/SaetraBC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SaportaGAPTNNSBNLR22,
author = {Adriel Saporta and
Xiaotong Gui and
Ashwin Agrawal and
Anuj Pareek and
Steven Q. H. Truong and
Chanh D. T. Nguyen and
Van Doan Ngo and
Jayne Seekins and
Francis G. Blankenberg and
Andrew Y. Ng and
Matthew P. Lungren and
Pranav Rajpurkar},
title = {Benchmarking saliency methods for chest X-ray interpretation},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {10},
pages = {867--878},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00536-x},
doi = {10.1038/S42256-022-00536-X},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/SaportaGAPTNNSBNLR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SchramowskiTARK22,
author = {Patrick Schramowski and
Cigdem Turan and
Nico Andersen and
Constantin A. Rothkopf and
Kristian Kersting},
title = {Large pre-trained language models contain human-like biases of what
is right and wrong to do},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {3},
pages = {258--268},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00458-8},
doi = {10.1038/S42256-022-00458-8},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/SchramowskiTARK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SchuetzBK22,
author = {Martin J. A. Schuetz and
John Kyle Brubaker and
Helmut G. Katzgraber},
title = {Combinatorial optimization with physics-inspired graph neural networks},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {4},
pages = {367--377},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00468-6},
doi = {10.1038/S42256-022-00468-6},
timestamp = {Sun, 25 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SchuetzBK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ShankarZ22,
author = {Sadasivan Shankar and
Richard N. Zare},
title = {The perils of machine learning in designing new chemicals and materials},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {4},
pages = {314--315},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00481-9},
doi = {10.1038/S42256-022-00481-9},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/ShankarZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SoelistyoVCL22,
author = {Christopher J. Soelistyo and
Giulia Vallardi and
Guillaume Charras and
Alan R. Lowe},
title = {Learning biophysical determinants of cell fate with deep neural networks},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {7},
pages = {636--644},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00503-6},
doi = {10.1038/S42256-022-00503-6},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/SoelistyoVCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SounderajahMLRA22,
author = {Viknesh Sounderajah and
Melissa D. McCradden and
Xiaoxuan Liu and
Sherri Rose and
Hutan Ashrafian and
Gary S. Collins and
James A. Anderson and
Patrick M. Bossuyt and
David Moher and
Ara Darzi},
title = {Ethics methods are required as part of reporting guidelines for artificial
intelligence in healthcare},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {4},
pages = {316--317},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00479-3},
doi = {10.1038/S42256-022-00479-3},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/SounderajahMLRA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SrikumarFAACCHJLOP22,
author = {Madhulika Srikumar and
Rebecca Finlay and
Grace Abuhamad and
Carolyn Ashurst and
Rosie Campbell and
Emily Campbell{-}Ratcliffe and
Hudson Hongo and
Sara R. Jordan and
Joseph Lindley and
Aviv Ovadya and
Joelle Pineau},
title = {Advancing ethics review practices in {AI} research},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1061--1064},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00585-2},
doi = {10.1038/S42256-022-00585-2},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/SrikumarFAACCHJLOP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SunKM22,
author = {Huanbo Sun and
Katherine J. Kuchenbecker and
Georg Martius},
title = {A soft thumb-sized vision-based sensor with accurate all-round force
perception},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {2},
pages = {135--145},
year = {2022},
url = {https://doi.org/10.1038/s42256-021-00439-3},
doi = {10.1038/S42256-021-00439-3},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/SunKM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TeeCLG22,
author = {Keng Peng Tee and
Samuel Cheong and
Jun Li and
Gowrishankar Ganesh},
title = {A framework for tool cognition in robots without prior tool learning
or observation},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {6},
pages = {533--543},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00500-9},
doi = {10.1038/S42256-022-00500-9},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/TeeCLG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ThorM22,
author = {Mathias Thor and
Poramate Manoonpong},
title = {Versatile modular neural locomotion control with fast learning},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {2},
pages = {169--179},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00444-0},
doi = {10.1038/S42256-022-00444-0},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/ThorM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ToneyanTK22,
author = {Shushan Toneyan and
Ziqi Tang and
Peter K. Koo},
title = {Evaluating deep learning for predicting epigenomic profiles},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1088--1100},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00570-9},
doi = {10.1038/S42256-022-00570-9},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/ToneyanTK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/TzachorDKAh22,
author = {Asaf Tzachor and
Medha Devare and
Brian King and
Shahar Avin and
Se{\'{a}}n {\'{O}} h{\'{E}}igeartaigh},
title = {Responsible artificial intelligence in agriculture requires systemic
understanding of risks and externalities},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {2},
pages = {104--109},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00440-4},
doi = {10.1038/S42256-022-00440-4},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/TzachorDKAh22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/UnsalAATAD22,
author = {Serb{\"{u}}lent {\"{U}}nsal and
Heval Atas and
Muammer Albayrak and
Kemal Turhan and
Aybar C. Acar and
Tunca Dogan},
title = {Learning functional properties of proteins with language models},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {3},
pages = {227--245},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00457-9},
doi = {10.1038/S42256-022-00457-9},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/UnsalAATAD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/UrbinaLIE22,
author = {Fabio Urbina and
Filippa Lentzos and
C{\'{e}}dric Invernizzi and
Sean Ekins},
title = {Dual use of artificial-intelligence-powered drug discovery},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {3},
pages = {189--191},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00465-9},
doi = {10.1038/S42256-022-00465-9},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/UrbinaLIE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/UrbinaLIE22a,
author = {Fabio Urbina and
Filippa Lentzos and
C{\'{e}}dric Invernizzi and
Sean Ekins},
title = {A teachable moment for dual-use},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {7},
pages = {607},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00511-6},
doi = {10.1038/S42256-022-00511-6},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/UrbinaLIE22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/VLTDSBPJ22,
author = {Shree Sowndarya S. V. and
Jeffrey N. Law and
Charles Edison Tripp and
Dmitry Duplyakin and
Erotokritos Skordilis and
David Biagioni and
Robert S. Paton and
Peter C. St. John},
title = {Multi-objective goal-directed optimization of de novo stable organic
radicals for aqueous redox flow batteries},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {8},
pages = {720--730},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00506-3},
doi = {10.1038/S42256-022-00506-3},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/VLTDSBPJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/VenTT22,
author = {Gido M. van de Ven and
Tinne Tuytelaars and
Andreas S. Tolias},
title = {Three types of incremental learning},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1185--1197},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00568-3},
doi = {10.1038/S42256-022-00568-3},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/VenTT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/VlachasAUK22,
author = {Pantelis{-}Rafail Vlachas and
Georgios Arampatzis and
Caroline Uhler and
Petros Koumoutsakos},
title = {Multiscale simulations of complex systems by learning their effective
dynamics},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {4},
pages = {359--366},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00464-w},
doi = {10.1038/S42256-022-00464-W},
timestamp = {Sat, 23 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/VlachasAUK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangBJMMMNVYYZ22,
author = {Ge Wang and
Andreu Badal and
Xun Jia and
Jonathan S. Maltz and
Klaus Mueller and
Kyle J. Myers and
Chuang Niu and
Michael W. Vannier and
Pingkun Yan and
Zhou Yu and
Rongping Zeng},
title = {Development of metaverse for intelligent healthcare},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {11},
pages = {922--929},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00549-6},
doi = {10.1038/S42256-022-00549-6},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/WangBJMMMNVYYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangWCF22,
author = {Yuyang Wang and
Jianren Wang and
Zhonglin Cao and
Amir Barati Farimani},
title = {Molecular contrastive learning of representations via graph neural
networks},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {3},
pages = {279--287},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00447-x},
doi = {10.1038/S42256-022-00447-X},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/WangWCF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WangXWYB22,
author = {Zi Wang and
Yichi Xu and
Dali Wang and
Jiawei Yang and
Zhirong Bao},
title = {Hierarchical deep reinforcement learning reveals a modular mechanism
of cell movement},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {1},
pages = {73--83},
year = {2022},
url = {https://doi.org/10.1038/s42256-021-00431-x},
doi = {10.1038/S42256-021-00431-X},
timestamp = {Fri, 18 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/WangXWYB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WardJNC22,
author = {Thomas Ward and
Alexander Johnsen and
Stanley Ng and
Fran{\c{c}}ois Chollet},
title = {Forecasting SARS-CoV-2 transmission and clinical risk at small spatial
scales by the application of machine learning architectures to syndromic
surveillance data},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {10},
pages = {814--827},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00538-9},
doi = {10.1038/S42256-022-00538-9},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/WardJNC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WautersN22,
author = {Matteo M. Wauters and
Evert P. L. van Nieuwenburg},
title = {Reusability report: Comparing gradient descent and Monte Carlo tree
search optimization of quantum annealing schedules},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {10},
pages = {810--813},
year = {2022},
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doi = {10.1038/S42256-022-00535-Y},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/WautersN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WaymentSteeleKWKTRDRWNGOFMVTSINHI22,
author = {Hannah K. Wayment{-}Steele and
Wipapat Kladwang and
Andrew M. Watkins and
Do Soon Kim and
Bojan Tunguz and
Walter Reade and
Maggie Demkin and
Jonathan Romano and
Roger Wellington{-}Oguri and
John J. Nicol and
Jiayang Gao and
Kazuki Onodera and
Kazuki Fujikawa and
Hanfei Mao and
Gilles Vandewiele and
Michele Tinti and
Bram Steenwinckel and
Takuya Ito and
Taiga Noumi and
Shujun He and
Keiichiro Ishi and
Youhan Lee and
Fatih {\"{O}}zt{\"{u}}rk and
King Yuen Chiu and
Emin {\"{O}}zt{\"{u}}rk and
Karim Amer and
Mohamed Fares and
Rhiju Das},
title = {Deep learning models for predicting {RNA} degradation via dual crowdsourcing},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1174--1184},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00571-8},
doi = {10.1038/S42256-022-00571-8},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/WaymentSteeleKWKTRDRWNGOFMVTSINHI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WiesenfeldAN22,
author = {Batia Mishan Wiesenfeld and
Yin Aphinyanaphongs and
Oded Nov},
title = {{AI} model transferability in healthcare: a sociotechnical perspective},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {10},
pages = {807--809},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00544-x},
doi = {10.1038/S42256-022-00544-X},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/WiesenfeldAN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Winkler22,
author = {David A. Winkler},
title = {Potent antimalarial drugs with validated activities},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {2},
pages = {102--103},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00451-1},
doi = {10.1038/S42256-022-00451-1},
timestamp = {Sat, 10 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/Winkler22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WongCJALLLPBBPK22,
author = {Daniel R. Wong and
Jay Conrad and
Noah R. Johnson and
Jacob Ayers and
Annelies Laeremans and
Joanne C. Lee and
Jisoo Lee and
Stanley B. Prusiner and
Sourav Bandyopadhyay and
Atul J. Butte and
Nick A. Paras and
Michael J. Keiser},
title = {Trans-channel fluorescence learning improves high-content screening
for Alzheimer's disease therapeutics},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {6},
pages = {583--595},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00490-8},
doi = {10.1038/S42256-022-00490-8},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/WongCJALLLPBBPK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/WuHBNJLJSNSBCK22,
author = {Jiqing Wu and
Nanda Horeweg and
Marco de Bruyn and
Remi A. Nout and
Ina M. J{\"{u}}rgenliemk{-}Schulz and
Ludy C. H. W. Lutgens and
Jan J. Jobsen and
Elzbieta M. van der Steen{-}Banasik and
Hans W. Nijman and
Vincent T. H. B. M. Smit and
Tjalling Bosse and
Carien L. Creutzberg and
Viktor H. Koelzer},
title = {Automated causal inference in application to randomized controlled
clinical trials},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {5},
pages = {436--444},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00470-y},
doi = {10.1038/S42256-022-00470-Y},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/WuHBNJLJSNSBCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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title = {The rise and fall (and rise) of datasets},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {1},
pages = {1--2},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00442-2},
doi = {10.1038/S42256-022-00442-2},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/X22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X22a,
title = {Safe driving cars},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {2},
pages = {95--96},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00456-w},
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timestamp = {Mon, 05 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/X22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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title = {The graph connection},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {3},
pages = {187--188},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00476-6},
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timestamp = {Mon, 05 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/X22b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X22c,
title = {Tackling the perils of dual use in {AI}},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {4},
pages = {313},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00484-6},
doi = {10.1038/S42256-022-00484-6},
timestamp = {Mon, 05 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/X22c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X22d,
title = {A soft touch for robots},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {5},
pages = {415},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00496-2},
doi = {10.1038/S42256-022-00496-2},
timestamp = {Mon, 05 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/X22d.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X22e,
title = {Privacy debate obscures pandemic power shifts},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {6},
pages = {505},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00507-2},
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timestamp = {Mon, 05 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/X22e.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X22f,
title = {{AI} podcasts for the summer},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {7},
pages = {605--606},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00517-0},
doi = {10.1038/S42256-022-00517-0},
timestamp = {Mon, 05 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/X22f.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X22g,
title = {Achieving net zero emissions with machine learning: the challenge
ahead},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {8},
pages = {661--662},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00529-w},
doi = {10.1038/S42256-022-00529-W},
timestamp = {Mon, 05 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/X22g.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X22h,
title = {Collaborative creativity in {AI}},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {9},
pages = {733},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00539-8},
doi = {10.1038/S42256-022-00539-8},
timestamp = {Fri, 12 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/X22h.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X22i,
title = {Revisiting code reusability},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {10},
pages = {801},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00554-9},
doi = {10.1038/S42256-022-00554-9},
timestamp = {Fri, 12 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/X22i.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X22j,
title = {Data sovereignty in genomics and medical research},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {11},
pages = {905--906},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00578-1},
doi = {10.1038/S42256-022-00578-1},
timestamp = {Fri, 12 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/X22j.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/X22k,
title = {Much to discuss in {AI} ethics},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1055--1056},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00598-x},
doi = {10.1038/S42256-022-00598-X},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/X22k.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/XiongZZCXLWFP22,
author = {Xiewei Xiong and
Tong Zhu and
Yun Zhu and
Mengyao Cao and
Jin Xiao and
Li Li and
Fei Wang and
Chunhai Fan and
Hao Pei},
title = {Molecular convolutional neural networks with {DNA} regulatory circuits},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {7},
pages = {625--635},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00502-7},
doi = {10.1038/S42256-022-00502-7},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/XiongZZCXLWFP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/XueJLPYUM22,
author = {Jiawei Xue and
Nan Jiang and
Senwei Liang and
Qiyuan Pang and
Takahiro Yabe and
Satish V. Ukkusuri and
Jianzhu Ma},
title = {Quantifying the spatial homogeneity of urban road networks via graph
neural networks},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {3},
pages = {246--257},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00462-y},
doi = {10.1038/S42256-022-00462-Y},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/XueJLPYUM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/YangJGWDZ22,
author = {Lidong Yang and
Jialin Jiang and
Xiaojie Gao and
Qinglong Wang and
Qi Dou and
Li Zhang},
title = {Autonomous environment-adaptive microrobot swarm navigation enabled
by deep learning-based real-time distribution planning},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {5},
pages = {480--493},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00482-8},
doi = {10.1038/S42256-022-00482-8},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/YangJGWDZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/YangLLPTWLLXDCL22,
author = {Haitao Yang and
Jiali Li and
Kai Zhuo Lim and
Chuanji Pan and
Tien Van Truong and
Qian Wang and
Kerui Li and
Shuo Li and
Xiao Xiao and
Meng Ding and
Tianle Chen and
Xiaoli Liu and
Qian Xie and
Pablo Valdivia y Alvarado and
Xiaonan Wang and
Po{-}Yen Chen},
title = {Automatic strain sensor design via active learning and data augmentation
for soft machines},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {1},
pages = {84--94},
year = {2022},
url = {https://doi.org/10.1038/s42256-021-00434-8},
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timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/YangLLPTWLLXDCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Haitao Yang and
Jiali Li and
Kai Zhuo Lim and
Chuanji Pan and
Tien Van Truong and
Qian Wang and
Kerui Li and
Shuo Li and
Xiao Xiao and
Meng Ding and
Tianle Chen and
Xiaoli Liu and
Qian Xie and
Pablo Valdivia y Alvarado and
Xiaonan Wang and
Po{-}Yen Chen},
title = {Author Correction: Automatic strain sensor design via active learning
and data augmentation for soft machines},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {3},
pages = {312},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00473-9},
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timestamp = {Wed, 22 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/YangLLPTWLLXDCL22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/YangWWFTHLY22,
author = {Fan Yang and
Wenchuan Wang and
Fang Wang and
Yuan Fang and
Duyu Tang and
Junzhou Huang and
Hui Lu and
Jianhua Yao},
title = {scBERT as a large-scale pretrained deep language model for cell type
annotation of single-cell RNA-seq data},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {10},
pages = {852--866},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00534-z},
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timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/YangWWFTHLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Fei Yang and
Yu Yao},
title = {A new regulatory framework for algorithm-powered recommendation services
in China},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {10},
pages = {802--803},
year = {2022},
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timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/YangY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Meng Yang and
Yueyuxiao Yang and
Chenxi Xie and
Ming Ni and
Jian Liu and
Huanming Yang and
Feng Mu and
Jian Wang},
title = {Contrastive learning enables rapid mapping to multimodal single-cell
atlas of multimillion scale},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {8},
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timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/YangYXNLYMW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Kuanming Yao and
Jingkun Zhou and
Qingyun Huang and
Mengge Wu and
Chun Ki Yiu and
Jian Li and
Xingcan Huang and
Dengfeng Li and
Jingyou Su and
Senlin Hou and
Yiming Liu and
Ya Huang and
Ziyan Tian and
Jiyu Li and
Hu Li and
Rui Shi and
Binbin Zhang and
Jingyi Zhu and
Tsz Hung Wong and
Huiling Jia and
Zhan Gao and
Yuyu Gao and
Yu Zhou and
Wooyoung Park and
Enming Song and
Mengdi Han and
Haixia Zhang and
Junsheng Yu and
Lidai Wang and
Wen Jung Li and
Xinge Yu},
title = {Encoding of tactile information in hand via skin-integrated wireless
haptic interface},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {10},
pages = {893--903},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00543-y},
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timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/YaoZHWYLHLSHLHTLLSZZWJGGZPSHZYWLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZaadnoordijkBC22,
author = {Lorijn Zaadnoordijk and
Tarek R. Besold and
Rhodri Cusack},
title = {Lessons from infant learning for unsupervised machine learning},
journal = {Nat. Mach. Intell.},
volume = {4},
number = {6},
pages = {510--520},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00488-2},
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timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/ZaadnoordijkBC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Xiangxiang Zeng and
Hongxin Xiang and
Linhui Yu and
Jianmin Wang and
Kenli Li and
Ruth Nussinov and
Feixiong Cheng},
title = {Accurate prediction of molecular properties and drug targets using
a self-supervised image representation learning framework},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {11},
pages = {1004--1016},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00557-6},
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timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/ZengXYWLNC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Ze Zhang and
Woo Yong Chang and
Kaiwen Wang and
Yuqiu Yang and
Xinlei Wang and
Chen Yao and
Tuoqi Wu and
Li Wang and
Tao Wang},
title = {Interpreting the B-cell receptor repertoire with single-cell gene
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journal = {Nat. Mach. Intell.},
volume = {4},
number = {6},
pages = {596--604},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00492-6},
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timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/ZhangCWYWYWWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Jie Zhang and
Yishan Du and
Pengfei Zhou and
Jinru Ding and
Shuai Xia and
Qian Wang and
Feiyang Chen and
Mu Zhou and
Xuemei Zhang and
Weifeng Wang and
Hongyan Wu and
Lu Lu and
Shaoting Zhang},
title = {Predicting unseen antibodies' neutralizability via adaptive graph
neural networks},
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volume = {4},
number = {11},
pages = {964--976},
year = {2022},
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timestamp = {Mon, 02 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/ZhangDZDXWCZZWWLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Haicang Zhang and
Michelle S. Xu and
Xiao Fan and
Wendy K. Chung and
Yufeng Shen},
title = {Predicting functional effect of missense variants using graph attention
neural networks},
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volume = {4},
number = {11},
pages = {1017--1028},
year = {2022},
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doi = {10.1038/S42256-022-00561-W},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/ZhangXFCS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhengTWLZSCY22,
author = {Shuangjia Zheng and
Youhai Tan and
Zhenyu Wang and
Chengtao Li and
Zhiqing Zhang and
Xu Sang and
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timestamp = {Wed, 27 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ZhengTWLZSCY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhouCZLWY22,
author = {Hong{-}Yu Zhou and
Xiaoyu Chen and
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Liansheng Wang and
Yizhou Yu},
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timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/ZhouCZLWY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/ZhouMCHCYK22,
author = {Chen Zhou and
Ming{-}Cheng Miao and
Xin{-}Ran Chen and
Yi{-}Fei Hu and
Qi Chang and
Ming{-}Yuan Yan and
Shu{-}Guang Kuai},
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bibsource = {dblp computer science bibliography, https://dblp.org}
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Xianglin Meng and
Yuxin Huang and
Kai Kang and
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Dexuan Xie and
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Na Bai and
Yi Zhao and
Mingyan Zhao and
Guohua Wang and
Lawrence Carin and
Xigang Xiao and
Kaijiang Yu and
Zhaowen Qiu and
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bibsource = {dblp computer science bibliography, https://dblp.org}
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bibsource = {dblp computer science bibliography, https://dblp.org}
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