Local search-based meta-heuristics combined with an improved K-Means++ clustering algorithm for unmanned surface vessel scheduling.

Authors: Tang, Weiyu¹ (AUTHOR), Gao, Kaizhou¹ (AUTHOR) kzgao@must.edu.mo, Ma, Zhenfang¹ (AUTHOR), Lin, Zhongjie¹ (AUTHOR), Yu, Hui¹ (AUTHOR), Huang, Wuze¹ (AUTHOR), Wu, Naiqi¹ (AUTHOR)

Source: International Journal of Production Research. Feb2025, p1-25. 25p. 12 Illustrations.

Subject Terms: *Artificial intelligence, *Search algorithms, *Problem solving, *Statistics, Clustering algorithms

An adaptive federated learning system for information sharing in supply chains.

Authors: Zheng, Ge¹ (AUTHOR), Ivanov, Dmitry² (AUTHOR), Brintrup, Alexandra^1,3 (AUTHOR) ab702@cam.ac.uk

Source: International Journal of Production Research. Dec2024, p1-23. 23p. 11 Illustrations.

Subject Terms: *Data analytics, *Artificial intelligence, *Supply chains, Clustering algorithms, Federated learning

An analysis of COVID-19 vaccine hesitancy in the U.S.

Authors: Bui, Hieu¹ (AUTHOR), Ekşioğlu, Sandra¹ (AUTHOR) sandra@uark.edu, Proano, Rubén² (AUTHOR), Nurre Pinkley, Sarah¹ (AUTHOR)

Source: IISE Transactions. Mar2025, Vol. 57 Issue 3, p246-260. 15p.

Subject Terms: *COVID-19 pandemic, *COVID-19 vaccines, Clustering algorithms, Vaccine hesitancy, Random forest algorithms

Prognostic molecular subtype reveals the heterogeneity of tumor immune microenvironment in gastric cancer.

Authors: Dai, Hui¹ (AUTHOR), Ren, Jing¹ (AUTHOR), Wang, Chun¹ (AUTHOR), Huang, Jianfei² (AUTHOR), Wang, Xudong³ (AUTHOR) wangxudong816@163.com

Source: Scientific Reports. 4/25/2025, Vol. 15 Issue 1, p1-18. 18p.

Subject Terms: *CLUSTERING algorithms, *MEDICAL sciences, *TUMOR microenvironment, *PROGNOSIS, *TREATMENT effectiveness

Optimizing China's carbon quota allocation for peak emissions: A novel AMLC framework tailored to regional dynamics.

Authors: Lian, Lanlan¹ (AUTHOR), Ma, Xiaojun² (AUTHOR), Wang, Yimeng³ (AUTHOR) itissunny525@gmail.com, Dong, Qingli⁴ (AUTHOR)

Source: PLoS ONE. 4/23/2025, Vol. 20 Issue 4, p1-24. 24p.

Subject Terms: *CLUSTERING algorithms, *REGIONAL development, *REGIONAL disparities, *POLLUTION control costs, *CARBON cycle

Integrating meteorological data and hybrid intelligent models for dengue fever prediction.

Authors: Cheng, Yunyun¹ (AUTHOR) 1556275877@qq.com, Cheng, Rong² (AUTHOR) chengro@nuc.edu.cn, Xu, Ting² (AUTHOR) xuting@nuc.edu.cn, Tan, Xiuhui² (AUTHOR) tanxiuhui@nuc.edu.cn, Bai, Yanping² (AUTHOR) baiyp666@163.com, Yang, Jing³ (AUTHOR) 815808034@qq.com

Source: BMC Public Health. 4/23/2025, Vol. 25 Issue 1, p1-19. 19p.

Subject Terms: *MACHINE learning, *CLUSTERING algorithms, *DENGUE, *OPTIMIZATION algorithms, *ARBOVIRUS diseases

Machine learning-based characterization of stemness features and construction of a stemness subtype classifier for bladder cancer.

Authors: Qiu, Heping¹ (AUTHOR), Deng, Xiaolin² (AUTHOR), Zha, Jing³ (AUTHOR), Wu, Lihua⁴ (AUTHOR), Liu, Haonan¹ (AUTHOR), Lu, Yichen⁵ (AUTHOR) 2434788521@qq.com, Zhang, Xinji¹ (AUTHOR) zhangxinjimd@163.com

Source: BMC Cancer. 4/17/2025, Vol. 25 Issue 1, p1-14. 14p.

Subject Terms: *NON-muscle invasive bladder cancer, *CLUSTERING algorithms, *MEDICAL sciences, *MACHINE learning, *HOMOLOGOUS recombination

Application of machine learning assisted multi-variate UV spectrophotometric models augmented by kennard stone clustering algorithm for quantifying recently approved nasal spray combination of mometasone and olopatadine along with two genotoxic impurities: comprehensive sustainability assessment

Authors: Abbas, Ahmed Emad F.¹ (AUTHOR) dr.ahmedeemad@gmail.com, Gamal, Mohammed² (AUTHOR), Naguib, Ibrahim A.³ (AUTHOR), Halim, Michael K.¹ (AUTHOR), Said, Basmat Amal M.⁴ (AUTHOR), Ghoneim, Mohammed M.⁵ (AUTHOR), Mansour, Mohmeed M. A.⁶ (AUTHOR), Salem, Yomna A.⁷ (AUTHOR)

Source: BMC Chemistry. 4/15/2025, Vol. 19 Issue 1, p1-19. 19p.

Subject Terms: *CLUSTERING algorithms, *MACHINE learning, *ECOLOGICAL impact, *CARBON analysis, *ENVIRONMENTAL indicators

Integrated multi-omics analysis and machine learning refine molecular subtypes and clinical outcome for hepatocellular carcinoma.

Authors: Li, Chunhong^1,2 (AUTHOR) chunhongli@glmc.edu.cn, Hu, Jiahua^1,2 (AUTHOR), Li, Mengqin³ (AUTHOR), Mao, Yiming⁴ (AUTHOR), Mao, Yuhua⁵ (AUTHOR) 1162927740@qq.com

Source: Hereditas. 4/12/2025, Vol. 162 Issue 1, p1-18. 18p.

Subject Terms: *PATIENTS' families, *CLUSTERING algorithms, *TREATMENT effectiveness, *HEPATOCELLULAR carcinoma, *MULTIOMICS

Increasing load factor in logistics and evaluating shipment performance with machine learning methods: A case from the automotive industry.

Authors: Kılıç Sarıgül, Raziye¹ (AUTHOR) raziyekilic@atauni.edu.tr, Erkayman, Burak^1,2 (AUTHOR), Usanmaz, Bilal³ (AUTHOR)

Source: Scientific Reports. 4/11/2025, Vol. 15 Issue 1, p1-26. 26p.

Subject Terms: *CLUSTERING algorithms, *MACHINE learning, *ARTIFICIAL intelligence, *AUTOMOBILE industry, *MACHINE performance

Method for Solving Large Linear Algebraic Equation Systems Based on Kaczmarz–K‐Means Algorithm.

Authors: Li, Hao¹ (AUTHOR) bdlh@hebnetu.edu.cn, Lin, Chong¹ (AUTHOR) linchong_2004@hotmail.com

Source: Journal of Applied Mathematics. 4/7/2025, Vol. 2025, p1-12. 12p.

Subject Terms: *CLUSTERING algorithms, *LINEAR equations, *ALGEBRAIC equations, *K-means clustering, *MATHEMATICAL models

Deciphering the impact of sepsis phenotypes on improving clinical outcome predictions: a multicenter retrospective analysis based on critical care in China.

Authors: Zhou, Luyao¹ (AUTHOR), Zhang, Weimin¹ (AUTHOR), Shao, Min² (AUTHOR), Wang, Cui² (AUTHOR), Wang, Yu¹ (AUTHOR) wangyu@ahmu.edu.cn

Source: Scientific Reports. 4/8/2025, Vol. 15 Issue 1, p1-11. 11p.

Subject Terms: *CLUSTERING algorithms, *TREATMENT effectiveness, *LOGISTIC regression analysis, *K-means clustering, *DATABASES, *SEPSIS

A study on the correlation between MBTI dimensions and driving behavior characteristics.

Authors: Bai, Liwei¹ (AUTHOR), Wang, Tao¹ (AUTHOR) wangtao127@sjtu.edu.cn, Tu, Jianyao¹ (AUTHOR), Peng, Bozhezi¹ (AUTHOR), Wang, Zhuoyu¹ (AUTHOR)

Source: Scientific Reports. 4/8/2025, Vol. 15 Issue 1, p1-17. 17p.

Subject Terms: *MYERS-Briggs Type Indicator, *CLUSTERING algorithms, *COGNITIVE psychology, *PERSONALITY, *TRANSPORTATION engineering, *TRAFFIC accidents, *TRAFFIC safety

Automobile exhaust pollution identification based on improved YOLOv5 visual algorithm.

Authors: Zhang, L.¹ ginazhang2024@126.com, Pan, X.², Yi, X.², Zhao, F.¹

Source: Advances in Transportation Studies. Apr2025, Vol. 65, p333-348. 16p.

Subject Terms: *CLUSTERING algorithms, *POLLUTION, *ENVIRONMENTAL protection, *SMOKE, *RACIAL identity of Black people

Clustering and Interpretability of Residential Electricity Demand Profiles.

Authors: Kallel, Sarra¹ (AUTHOR), Amayri, Manar¹ (AUTHOR), Bouguila, Nizar¹ (AUTHOR) nizar.bouguila@concordia.ca

Source: Sensors (14248220). Apr2025, Vol. 25 Issue 7, p2026. 33p.

Subject Terms: *CLUSTERING algorithms, *GAUSSIAN mixture models, *ELECTRIC power consumption, *ENERGY consumption, *SMART meters, *SMART power grids

A population spatialization method based on the integration of feature selection and an improved random forest model.

Authors: Zhao, Zhen¹ (AUTHOR), Guo, Hongmei¹ (AUTHOR) guohongmei@scdzj.gov.cn, Jiang, Xueli² (AUTHOR), Zhang, Ying¹ (AUTHOR), Lu, Changjiang¹ (AUTHOR), Zhang, Can¹ (AUTHOR), He, Zonghang¹ (AUTHOR)

Source: PLoS ONE. 4/3/2025, Vol. 20 Issue 4, p1-25. 25p.

Subject Terms: *CLUSTERING algorithms, *RANDOM forest algorithms, *FEATURE selection, *URBAN planning, *EMERGENCY management

Genetically distinct within-host subpopulations of hepatitis C virus persist after Direct-Acting Antiviral treatment failure.

Authors: Zhao, Lele^1,2 (AUTHOR) lele.zhao@bdi.ox.ac.uk, Hall, Matthew^1,2 (AUTHOR), Giridhar, Prahalad³ (AUTHOR), Ghafari, Mahan¹ (AUTHOR), Kemp, Steven¹ (AUTHOR), Chai, Haiting⁴ (AUTHOR), Klenerman, Paul⁴ (AUTHOR), Barnes, Eleanor⁴ (AUTHOR), Ansari, M. Azim⁴ (AUTHOR), Lythgoe, Katrina^1,2,3 (AUTHOR) katrina.lythgoe@biology.ox.ac.uk

Source: PLoS Pathogens. 4/1/2025, Vol. 21 Issue 4, p1-18. 18p.

Subject Terms: *CLUSTERING algorithms, *CHRONIC hepatitis C, *HEPATITIS C virus, *WHOLE genome sequencing, *TREATMENT failure

Wide-Area Damping Control for Clustered Microgrids.

Authors: Musca, Rossano¹ (AUTHOR) rossano.musca@unipa.it, Riva Sanseverino, Eleonora^1,2 (AUTHOR), Guerrero, Josep M.^2,3 (AUTHOR), Vasquez, Juan C.^1,3 (AUTHOR)

Source: Energies (19961073). Apr2025, Vol. 18 Issue 7, p1632. 20p.

Subject Terms: *RENEWABLE energy sources, *CLUSTERING algorithms, *ELECTRIC power distribution grids, *SYSTEM dynamics, *OSCILLATIONS, *BIOLOGICALLY inspired computing

Semantic and Geometric Fusion for Object-Based 3D Change Detection in LiDAR Point Clouds.

Authors: Kharroubi, Abderrazzaq¹ (AUTHOR) akharroubi@uliege.be, Remondino, Fabio² (AUTHOR), Ballouch, Zouhair^1,3 (AUTHOR), Hajji, Rafika^1,3 (AUTHOR), Billen, Roland^1,2 (AUTHOR)

Source: Remote Sensing. Apr2025, Vol. 17 Issue 7, p1311. 21p.

Subject Terms: *CLUSTERING algorithms, *COHERENCE (Physics), *POINT cloud, *RANDOM forest algorithms, *STOCHASTIC processes

Computational flow cytometry reveals a high prevalence of TRBC1-restricted CD8+ T-cell subsets.

Authors: Nguyen, Phillip C.^1,2 (AUTHOR) Phillip.Nguyen@petermac.org, Potezny, Tessa¹ (AUTHOR), Chan, Kah-Lok¹ (AUTHOR), Juneja, Surender¹ (AUTHOR), Baldwin, Kylie¹ (AUTHOR), Nguyen, Vuong¹ (AUTHOR), Came, Neil^1,3 (AUTHOR), Westerman, David A.^1,2,3 (AUTHOR)

Source: Leukemia & Lymphoma. Mar2025, p1-5. 5p. 2 Illustrations.

Subject Terms: *NATURAL history, *CLUSTERING algorithms, *T cell receptors, *T cells, *CELL populations, *BLAND-Altman plot