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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, 29 Jul 2024 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 = {Thu, 13 Jun 2024 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, 08 Aug 2024 01:00:00 +0200}, 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 = {Sun, 04 Aug 2024 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 = {Fri, 23 Aug 2024 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 = {Mon, 05 Aug 2024 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 = {Sun, 04 Aug 2024 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 = {Sun, 04 Aug 2024 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}, url = {https://doi.org/10.1038/s42256-022-00535-y}, 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} }
@article{DBLP:journals/natmi/X22, 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}, doi = {10.1038/S42256-022-00456-W}, 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} }
@article{DBLP:journals/natmi/X22b, 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}, doi = {10.1038/S42256-022-00476-6}, 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}, doi = {10.1038/S42256-022-00507-2}, 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}, doi = {10.1038/S42256-021-00434-8}, 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} }
@article{DBLP:journals/natmi/YangLLPTWLLXDCL22a, 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}, doi = {10.1038/S42256-022-00473-9}, 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}, doi = {10.1038/S42256-022-00534-Z}, 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} }
@article{DBLP:journals/natmi/YangY22, 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}, url = {https://doi.org/10.1038/s42256-022-00546-9}, doi = {10.1038/S42256-022-00546-9}, 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} }
@article{DBLP:journals/natmi/YangYXNLYMW22, 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}, pages = {696--709}, year = {2022}, url = {https://doi.org/10.1038/s42256-022-00518-z}, doi = {10.1038/S42256-022-00518-Z}, timestamp = {Fri, 19 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/natmi/YangYXNLYMW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/natmi/YaoZHWYLHLSHLHTLLSZZWJGGZPSHZYWLY22, 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}, doi = {10.1038/S42256-022-00543-Y}, timestamp = {Tue, 06 Aug 2024 01:00:00 +0200}, 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}, doi = {10.1038/S42256-022-00488-2}, 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} }
@article{DBLP:journals/natmi/ZengXYWLNC22, 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}, doi = {10.1038/S42256-022-00557-6}, 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} }
@article{DBLP:journals/natmi/ZhangCWYWYWWW22, 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 expression using Benisse}, journal = {Nat. Mach. Intell.}, volume = {4}, number = {6}, pages = {596--604}, year = {2022}, url = {https://doi.org/10.1038/s42256-022-00492-6}, doi = {10.1038/S42256-022-00492-6}, 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} }
@article{DBLP:journals/natmi/ZhangDZDXWCZZWWLZ22, 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}, journal = {Nat. Mac. Intell.}, volume = {4}, number = {11}, pages = {964--976}, year = {2022}, url = {https://doi.org/10.1038/s42256-022-00553-w}, doi = {10.1038/S42256-022-00553-W}, 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} }
@article{DBLP:journals/natmi/ZhangXFCS22, 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}, journal = {Nat. Mac. Intell.}, volume = {4}, number = {11}, pages = {1017--1028}, year = {2022}, url = {https://doi.org/10.1038/s42256-022-00561-w}, 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 Hongming Chen and Yuedong Yang}, title = {Accelerated rational {PROTAC} design via deep learning and molecular simulations}, journal = {Nat. Mac. Intell.}, volume = {4}, number = {9}, pages = {739--748}, year = {2022}, url = {https://doi.org/10.1038/s42256-022-00527-y}, doi = {10.1038/S42256-022-00527-Y}, 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 Yinghao Zhang and Ruibang Luo and Liansheng Wang and Yizhou Yu}, title = {Generalized radiograph representation learning via cross-supervision between images and free-text radiology reports}, journal = {Nat. Mach. Intell.}, volume = {4}, number = {1}, pages = {32--40}, year = {2022}, url = {https://doi.org/10.1038/s42256-021-00425-9}, doi = {10.1038/S42256-021-00425-9}, 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}, title = {Human-behaviour-based social locomotion model improves the humanization of social robots}, journal = {Nat. Mac. Intell.}, volume = {4}, number = {11}, pages = {1040--1052}, year = {2022}, url = {https://doi.org/10.1038/s42256-022-00542-z}, doi = {10.1038/S42256-022-00542-Z}, timestamp = {Wed, 17 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/natmi/ZhouMCHCYK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/natmi/ZhouMHKZCLXZYBZ22, author = {Longxi Zhou and Xianglin Meng and Yuxin Huang and Kai Kang and Juexiao Zhou and Yuetan Chu and Haoyang Li and Dexuan Xie and Jiannan Zhang and Weizhen Yang and Na Bai and Yi Zhao and Mingyan Zhao and Guohua Wang and Lawrence Carin and Xigang Xiao and Kaijiang Yu and Zhaowen Qiu and Xin Gao}, title = {An interpretable deep learning workflow for discovering subvisual abnormalities in {CT} scans of {COVID-19} inpatients and survivors}, journal = {Nat. Mach. Intell.}, volume = {4}, number = {5}, pages = {494--503}, year = {2022}, url = {https://doi.org/10.1038/s42256-022-00483-7}, doi = {10.1038/S42256-022-00483-7}, timestamp = {Thu, 05 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/natmi/ZhouMHKZCLXZYBZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/natmi/ZiatdinovGWK22, author = {Maxim A. Ziatdinov and Ayana Ghosh and Chun Yin Wong and Sergei V. Kalinin}, title = {AtomAI framework for deep learning analysis of image and spectroscopy data in electron and scanning probe microscopy}, journal = {Nat. Mac. Intell.}, volume = {4}, number = {12}, pages = {1101--1112}, year = {2022}, url = {https://doi.org/10.1038/s42256-022-00555-8}, doi = {10.1038/S42256-022-00555-8}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/natmi/ZiatdinovGWK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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