Directed Acyclic Graph Assisted Method For Estimating Average Treatment Effect.

Authors: Sun, Jingchao^1,2 (AUTHOR), Duncan, Scott³ (AUTHOR), Pal, Subhadip⁴ (AUTHOR), Kong, Maiying^1,5 (AUTHOR) maiying.kong@louisville.edu

Source: Journal of Biopharmaceutical Statistics. Mar2025, Vol. 35 Issue 2, p187-206. 20p.

Subject Terms: Statistical models, Directed acyclic graphs, Independent variables, Confounding variables, Causal inference

Finding high posterior density phylogenies by systematically extending a directed acyclic graph.

Authors: Jennings-Shaffer, Chris¹ (AUTHOR) cjennin2@fredhutch.org, Rich, David H.¹ (AUTHOR) david.rich27@gmail.com, Macaulay, Matthew² (AUTHOR) matt.macaulay101@gmail.com, Karcher, Michael D.³ (AUTHOR) michaelkarcher@muhlenberg.edu, Ganapathy, Tanvi¹ (AUTHOR) tganapat@caltech.edu, Kiami, Shosuke¹ (AUTHOR) kiami.sho@gmail.com, Kooperberg, Anna¹ (AUTHOR) alkooperberg@gmail.com, Zhang, Cheng⁴ (AUTHOR) chengzhang@math.pku.edu.cn, Suchard, Marc A.^5,6,7 (AUTHOR) msuchard@ucla.edu, Matsen IV, Frederick A.^1,8,9,10 (AUTHOR) matsen@fredhutch.org

Source: Algorithms for Molecular Biology. 2/28/2025, Vol. 20 Issue 1, p1-18. 18p.

Subject Terms: *DIRECTED acyclic graphs, *EXTRAVEHICULAR activity (Human space flight), *ARBORETUMS, *FOREST density, *MARKOV chain Monte Carlo

A Survey on Directed Acyclic Graph-Based Blockchain in Smart Mobility.

Authors: Bai, Yuhao¹ (AUTHOR), Lee, Soojin^1,2 (AUTHOR), Seo, Seung-Hyun^1,2 (AUTHOR) seosh77@hanyang.ac.kr

Source: Sensors (14248220). Feb2025, Vol. 25 Issue 4, p1108. 43p.

Subject Terms: *DIRECTED acyclic graphs, *URBAN transportation, *ELECTRIC vehicle charging stations, *BLOCKCHAINS, *FAULT tolerance (Engineering)

Superpolynomial Lower Bounds Against Low-Depth Algebraic Circuits.

Authors: Limaye, Nutan¹, nuli@itu.dk, Srinivasan, Srikanth², srikanth@cs.au.dk, Tavenas, Sébastien³, sebastien.tavenas@univ-smb.fr

Source: Communications of the ACM; Feb2024, Vol. 67 Issue 2, p101-108, 8p

Metadag: a web tool to generate and analyse metabolic networks.

Authors: Palmer-Rodríguez, Pere¹ (AUTHOR) pere.palmer@uib.es, Alberich, Ricardo¹ (AUTHOR) r.alberich@uib.es, Reyes-Prieto, Mariana² (AUTHOR) mariana3131@gmail.com, Castro, José A.³ (AUTHOR) jose.castro@uib.es, Llabrés, Mercè¹ (AUTHOR) merce.llabres@uib.es

Source: BMC Bioinformatics. 1/28/2025, Vol. 26 Issue 1, p1-21. 21p.

Subject Terms: *DIRECTED acyclic graphs, *INFORMATION storage & retrieval systems, *DATABASES, *WESTERN diet, *INFORMATION networks, *SYNTHETIC biology

SEMdag: Fast learning of Directed Acyclic Graphs via node or layer ordering.

Authors: Grassi, Mario¹ (AUTHOR), Tarantino, Barbara¹ (AUTHOR) barbara.tarantino@unipv.it

Source: PLoS ONE. 1/8/2025, Vol. 20 Issue 1, p1-24. 24p.

Subject Terms: *MACHINE learning, *DIRECTED acyclic graphs, *ST elevation myocardial infarction, *AMYOTROPHIC lateral sclerosis, *SUPERVISED learning

Decentralized Identity Management for Internet of Things (IoT) Devices Using IOTA Blockchain Technology.

Authors: Ramírez-Gordillo, Tamai¹ (AUTHOR) tamai.ramirez@ua.es, Maciá-Lillo, Antonio¹ (AUTHOR), Pujol, Francisco A.¹ (AUTHOR), García-D'Urso, Nahuel¹ (AUTHOR), Azorín-López, Jorge¹ (AUTHOR), Mora, Higinio¹ (AUTHOR) hmora@ua.es

Source: Future Internet. Jan2025, Vol. 17 Issue 1, p49. 35p.

Subject Terms: *DIRECTED acyclic graphs, *SMART cities, *ONLINE identities, *INTERNET of things, *BLOCKCHAINS

Adaptive Tip Selection for DAG-Shard-Based Federated Learning with High Concurrency and Fairness.

Authors: Xiao, Ruiqi¹ (AUTHOR) b22131007@njupt.edu.cn, Cao, Yun¹ (AUTHOR), Xia, Bin¹ (AUTHOR) bxia@njupt.edu.cn

Source: Sensors (14248220). Jan2025, Vol. 25 Issue 1, p19. 31p.

Subject Terms: *FEDERATED learning, *DIRECTED acyclic graphs, *INCENTIVE (Psychology), *BIG data, *FAIRNESS

Emerging Blockchain Models for Digital Currencies.

Authors: Murala, Dileep Kumar¹, drdileepm@ifheindia.org, Choula, Hara Bhuvan², dileepcool10@gmail.com, Venu Gopal, K. B. V. V. M. S.², dileepkumarmrecw@gmail.com, Alluri, Raghav Varma², vasankarponnapalli@gmail.com, Gopu, Jahnavi², vadityasankar3@gmail.com

Source: IUP Journal of Computer Sciences; Jan2025, Vol. 19 Issue 1, p18-34, 16p

Multi-Behavior Recommendation with Personalized Directed Acyclic Behavior Graphs.

Authors: Zhu, Xi¹, xizhu@mail.ustc.edu.cn, Lin, Fake¹, fklin@mail.ustc.edu.cn, Zhao, Ziwei¹, zzw22222@mail.ustc.edu.cn, Xu, Tong¹, tongxu@ustc.edu.cn, Zhao, Xiangyu², xianzhao@cityu.edu.hk, Yin, Zikai¹, yinzikai@mail.ustc.edu.cn, Li, Xueying³, xiaoming.lxy@alibaba-inc.com, Chen, Enhong¹, cheneh@ustc.edu.cn

Source: ACM Transactions on Information Systems; Jan2025, Vol. 43 Issue 1, p1-30, 30p

Outdoor nitrogen dioxide exposure and longitudinal health status trajectory in the Canadian National Population Health Survey.

Authors: Stieb, David M.^1,2 (AUTHOR) davesnsc@gmail.com, Chen, Li¹ (AUTHOR), Hystad, Perry³ (AUTHOR), Rittmaster, Robyn⁴ (AUTHOR), Lavigne, Eric^1,2 (AUTHOR)

Source: Scientific Reports. 12/28/2024, Vol. 14 Issue 1, p1-9. 9p.

Subject Terms: *DIRECTED acyclic graphs, *PUBLIC health, *MEDICAL sciences, *DEMOGRAPHIC surveys, *NITROGEN dioxide, *BUILT environment, *AIR pollution

Distributed K-Means algorithm based on a Spark optimization sample.

Authors: Feng, Yongan¹ (AUTHOR) fengyongan@lntu.edu.cn, Zou, Jiapeng¹ (AUTHOR), Liu, Wanjun¹ (AUTHOR), Lv, Fu¹ (AUTHOR)

Source: PLoS ONE. 12/23/2024, Vol. 19 Issue 12, p1-21. 21p.

Subject Terms: *K-means clustering, *DIRECTED acyclic graphs, *DISTRIBUTED algorithms, *ALGORITHMS, *STATISTICAL sampling

Addressing treatment switching in the ALTA-1L trial with g-methods: exploring the impact of model specification.

Authors: Al Tawil, Amani^1,2 (AUTHOR) altawil@ibe.med.uni-muenchen.de, McGrath, Sean³ (AUTHOR) sean_mcgrath@g.harvard.edu, Ristl, Robin⁴ (AUTHOR), Mansmann, Ulrich^1,2 (AUTHOR)

Source: BMC Medical Research Methodology. 12/20/2024, Vol. 24 Issue 1, p1-22. 22p.

Subject Terms: *TREATMENT effectiveness, *DIRECTED acyclic graphs, *CLINICAL trials, *CAUSAL inference, *OVERALL survival

A Novel Fault Diagnosis Method Using FCEEMD-Based Multi-Complexity Low-Dimensional Features and Directed Acyclic Graph LSTSVM.

Authors: Lu, Rongrong¹ (AUTHOR) lurongrong_02@163.com, Xu, Miao¹ (AUTHOR) miao1xu@163.com, Zhou, Chengjiang¹ (AUTHOR) 210007@ynnu.edu.cn, Zhang, Zhaodong¹ (AUTHOR) kairongtan@163.com, Tan, Kairong¹ (AUTHOR) yuhuansun0926@163.com, Sun, Yuhuan¹ (AUTHOR) wyuran_27@163.com, Wang, Yuran¹ (AUTHOR), Mao, Min² (AUTHOR) 210007@ynnu.edu.cn

Source: Entropy. Dec2024, Vol. 26 Issue 12, p1031. 33p.

Subject Terms: *HILBERT-Huang transform, *DIRECTED acyclic graphs, *FAULT diagnosis, *FEATURE extraction, *RELIABILITY in engineering, *ROLLER bearings

Kauzalni AI model i optimiranje održivosti sastava betonskih mješavina.

Alternate Title: AI-supported Causal Analysis and Optimisation of Sustainable Concrete Mixture Compositions.

Authors: Kurtanjek, Ž.¹ zelimir.kurtanjek@gmail.com

Source: Kemija u Industriji. 2024, Vol. 73 Issue 11/12, p449-455. 7p.

Subject Terms: *ARTIFICIAL neural networks, *DIRECTED acyclic graphs, *FLY ash, *CAUSAL models, *GREENHOUSE gas mitigation

Optimizing the Agricultural Internet of Things (IoT) with Edge Computing and Low-Altitude Platform Stations.

Authors: Yang, Deshan^1,2,3 (AUTHOR) 00193873@stu.zjxu.edu.cn, Wu, Jingwen² (AUTHOR), He, Yixin² (AUTHOR) yixinhe@zjxu.edu.cn

Source: Sensors (14248220). Nov2024, Vol. 24 Issue 21, p7094. 11p.

Subject Terms: *DIRECTED acyclic graphs, *EDGE computing, *INTERNET of things, *COMPUTING platforms, *AGRICULTURE

SecoInfer: Secure DNN End-Edge Collaborative Inference Framework Optimizing Privacy and Latency.

Authors: Yao, Yunhao¹, sa21011190@mail.ustc.edu.cn, Hou, Jiahui¹, jhhou@ustc.edu.cn, Wu, Guangyu¹, gywu9908@163.com, Cheng, Yihang¹, yihangcheng@mail.ustc.edu.cn, Yuan, Mu¹, ym0813@mail.ustc.edu.cn, Luo, Puhan¹, luopuhan@mail.ustc.edu.cn, Wang, Zhiqiang², sa21221041@mail.ustc.edu.cn, Li, Xiang-Yang¹, xiangyang.li@gmail.com

Source: ACM Transactions on Sensor Networks; Nov2024, Vol. 20 Issue 6, p1-29, 29p

Growth, physical, and cognitive function in children who are born HIV-free: School-age follow-up of a cluster-randomised trial in rural Zimbabwe.

Authors: Piper, Joe D^1,2,3 (AUTHOR) j.piper@qmul.ac.uk, Mazhanga, Clever¹ (AUTHOR), Mwapaura, Marian¹ (AUTHOR), Mapako, Gloria¹ (AUTHOR), Mapurisa, Idah¹ (AUTHOR), Mashedze, Tsitsi¹ (AUTHOR), Munyama, Eunice¹ (AUTHOR), Kuona, Maria¹ (AUTHOR), Mashiri, Thombizodwa¹ (AUTHOR), Sibanda, Kundai¹ (AUTHOR), Matemavi, Dzidzai¹ (AUTHOR), Tichagwa, Monica¹ (AUTHOR), Nyoni, Soneni¹ (AUTHOR), Saidi, Asinje¹ (AUTHOR), Mangwende, Manasa¹ (AUTHOR), Chidhanguro, Dzivaidzo¹ (AUTHOR), Mpofu, Eddington¹ (AUTHOR), Tome, Joice¹ (AUTHOR), Mbewe, Gabriel¹ (AUTHOR), Mutasa, Batsirai¹ (AUTHOR)

Source: PLoS Medicine. 10/11/2024, Vol. 22 Issue 10, p1-22. 22p.

Subject Terms: *ACHIEVEMENT tests, *DIRECTED acyclic graphs, *PHYSICAL mobility, *FINE motor ability, *DISCIPLINE of children, *NEOPHOBIA

Harm effects in non-registered versus registered randomized controlled trials of medications: a retrospective cohort study of clinical trials.

Authors: Xu, Chang¹ (AUTHOR) xuchang2016@runbox.com, Fan, Shiqi¹ (AUTHOR), Furuya-Kanamori, Luis² (AUTHOR), Li, Sheyu³ (AUTHOR), Lin, Lifeng⁴ (AUTHOR), Chu, Haitao^5,6 (AUTHOR), Golder, Su⁷ (AUTHOR), Loke, Yoon⁸ (AUTHOR), Vohra, Sunita⁹ (AUTHOR)

Source: BMC Medicine. 10/11/2024, Vol. 22 Issue 1, p1-11. 11p.

Subject Terms: *DIRECTED acyclic graphs, *RANDOMIZED controlled trials, *LEGAL evidence, *ODDS ratio, *TRIALS (Law)

Candidate-gene studies related to drug pharmacokinetics, pharmacodynamics, safety, and efficacy in the era of extensive technological developments: could we empower them by more efficient implementation of established epidemiological concepts?

Authors: Trkulja, Vladimir¹ vladimir.trkulja@mef.hr

Source: Croatian Medical Journal. Oct2024, Vol. 65 Issue 5, p457-466. 10p.

Subject Terms: *NUCLEOTIDE sequencing, *DIRECTED acyclic graphs, *DRUG side effects, *BRCA genes, *GENETIC epidemiology