Insight into the influence of various cultivation regions on the identification of metabolites from Capsella bursa-pastoris via a clustering algorithm.

Συγγραφείς: Lee IY; Department of Convergence IT Engineering, Pohang University of Science and Technology (POSTECH), Pohang, Republic of Korea., Lee DH; National Instrumentation Center for Environmental Management, Seoul National University, Seoul, Republic of Korea., Lee MJ; Department of Convergence IT Engineering, Pohang University of Science and Technology (POSTECH), Pohang, Republic of Korea., Park JH; Department of Convergence IT Engineering, Pohang University of Science and Technology (POSTECH), Pohang, Republic of Korea. juhpark@postech.ac.kr., Joo N; Department of Food and Nutrition, Sookmyung Women's University, Seoul, Republic of Korea. leakai@naver.com.

Πηγή: Scientific reports [Sci Rep] 2025 Oct 15; Vol. 15 (1), pp. 35974. Date of Electronic Publication: 2025 Oct 15.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Metabolomics*/methods , Metabolome*, Algorithms ; Cluster Analysis ; Republic of Korea ; Chromatography, High Pressure Liquid ; Clustering Algorithms

A novel approach for the segmentation of retinal images by integration K-means clustering algorithm with graph cut for image segmentation.

Συγγραφείς: Bhoopalan R; SRM TRP Engineering College, Tiruchirappalli, Tamil Nadu, 621 105, India., Priyadharshini S; SRM TRP Engineering College, Tiruchirappalli, Tamil Nadu, 621 105, India. priyadharshini.acs@gmail.com.

Πηγή: Scientific reports [Sci Rep] 2025 Oct 15; Vol. 15 (1), pp. 35950. Date of Electronic Publication: 2025 Oct 15.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Algorithms* , Retina*/diagnostic imaging , Retina*/pathology , Diabetic Retinopathy*/diagnostic imaging , Diabetic Retinopathy*/diagnosis , Image Processing, Computer-Assisted*/methods, Humans ; Cluster Analysis ; Signal-To-Noise Ratio ; Clustering Algorithms

Comparative stability analysis of mixed clustering algorithms for Malaysian dengue epidemiology using topological descriptors.

Συγγραφείς: Jie OC; School of Mathematical Sciences, Universiti Sains Malaysia, 11800 USM, Penang, Malaysia., Zulkepli NFS; School of Mathematical Sciences, Universiti Sains Malaysia, 11800 USM, Penang, Malaysia. Electronic address: farihasyaqina@usm.my., Gobithaasan RU; School of Mathematical Sciences, Universiti Sains Malaysia, 11800 USM, Penang, Malaysia., Kasihmuddin MSM; School of Mathematical Sciences, Universiti Sains Malaysia, 11800 USM, Penang, Malaysia., Naeeim NSA; School of Mathematical Sciences, Universiti Sains Malaysia, 11800 USM, Penang, Malaysia., Noorani MSM; Department of Mathematical Sciences, Faculty of Science and Technology, Universiti Kebangsaan Malaysia 43600 Bangi, Selangor, Malaysia., Musa KI; School of Medical Sciences, Universiti Sains Malaysia, 11800 USM, Penang, Malaysia.

Πηγή: Acta tropica [Acta Trop] 2025 Oct; Vol. 270, pp. 107769. Date of Electronic Publication: 2025 Aug 06.

Τύπος έκδοσης: Journal Article; Comparative Study

Στοιχεία περιοδικού: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 0370374 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-6254 (Electronic) Linking ISSN: 0001706X NLM ISO Abbreviation: Acta Trop Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Dengue*/epidemiology , Dengue*/transmission , Algorithms*, Malaysia/epidemiology ; Humans ; Cluster Analysis ; Clustering Algorithms

PAM clustering algorithm based on mutual information matrix for ATR-FTIR spectral feature selection and disease diagnosis.

Συγγραφείς: Condino F; Department of Economics, Statistics and Finance 'Giovanni Anania', University of Calabria, Rende (CS), 87036, Italy. francesca.condino@unical.it., Crocco MC; Department of Physics, Molecular Biophysics Laboratory, University of Calabria, Rende (CS), 87036, Italy.; STAR Research Infrastructure, University of Calabria, Rende (CS), 87036, Italy.; CNR-Nanotec, Rende (CS), 87036, Italy., Guzzi R; Department of Physics, Molecular Biophysics Laboratory, University of Calabria, Rende (CS), 87036, Italy.; CNR-Nanotec, Rende (CS), 87036, Italy.

Πηγή: BMC medical research methodology [BMC Med Res Methodol] 2025 Oct 01; Vol. 25 (1), pp. 225. Date of Electronic Publication: 2025 Oct 01.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: BioMed Central Country of Publication: England NLM ID: 100968545 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2288 (Electronic) Linking ISSN: 14712288 NLM ISO Abbreviation: BMC Med Res Methodol Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Algorithms* , Multiple Sclerosis*/diagnosis, Humans ; Cluster Analysis ; Spectroscopy, Fourier Transform Infrared/methods ; Clustering Algorithms

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

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

Πηγή: International Journal of Production Research. Jun2025, Vol. 63 Issue 11, p3938-3960. 23p.

Θεματικοί όροι: *DATA analytics, *ARTIFICIAL intelligence, *SUPPLY chains, CLUSTERING algorithms, FEDERATED learning

Dietary patterns associated with the new onset of chronic kidney disease using clustering algorithm.

Συγγραφείς: Park D; Medical Science and Engineering, Graduate School of Convergence Science and Technology, Pohang University of Science and Technology, Pohang, South Korea.; Medical Research Institute, Pohang Stroke and Spine Hospital, Pohang, South Korea., Kim J; Department of Biostatistics, Clinical Trial Center, Biomedical Research Institute, Pusan National University Hospital, Busan, South Korea., Kim DW; Department of Internal Medicine and Biomedical Research Institute, Pusan National University Hospital, Busan, South Korea., Lee D; Graduate School of Artificial Intelligence, Pohang University of Science and Technology, Pohang, South Korea., Kim T; Medical Research Institute, Pohang Stroke and Spine Hospital, Pohang, South Korea., Koo D; Medical Research Institute, Pohang Stroke and Spine Hospital, Pohang, South Korea., Lee Y; Medical Research Institute, Pohang Stroke and Spine Hospital, Pohang, South Korea., Kim WH; Graduate School of Artificial Intelligence, Pohang University of Science and Technology, Pohang, South Korea.; Computer Science and Engineering, Pohang University of Science and Technology, Pohang, South Korea., Kim HJ; Department of Internal Medicine, Korea University Guro Hospital, 148, Gurodong-ro, Guro-gu, Seoul, South Korea. kimhj923@gmail.com.

Πηγή: Scientific reports [Sci Rep] 2025 Sep 29; Vol. 15 (1), pp. 33569. Date of Electronic Publication: 2025 Sep 29.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Renal Insufficiency, Chronic*/epidemiology , Renal Insufficiency, Chronic*/etiology , Diet*/adverse effects , Algorithms* , Feeding Behavior*, Humans ; Male ; Female ; Middle Aged ; Aged ; Republic of Korea/epidemiology ; Cluster Analysis ; Retrospective Studies ; Risk Factors ; Adult ; Clustering Algorithms

Protocol for detecting neuronal subnetworks from in vivo calcium imaging data using multiple clustering algorithms in MATLAB.

Συγγραφείς: Huang JY; The Gill Institute for Neuroscience, Indiana University, Bloomington, IN 47405, USA; Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN 47405, USA; Program in Neuroscience, Indiana University, Bloomington, IN 47405, USA. Electronic address: juiyhuan@iu.edu., Chauhan G; Research Technologies, Indiana University, Bloomington, IN 47408, USA. Electronic address: gchauha@iu.edu., Chen PY; Department of Information and Library Science, Indiana University, Bloomington, IN 47408, USA., Tuna E; Research Technologies, Indiana University, Bloomington, IN 47408, USA., Lu HC; The Gill Institute for Neuroscience, Indiana University, Bloomington, IN 47405, USA; Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN 47405, USA; Program in Neuroscience, Indiana University, Bloomington, IN 47405, USA.

Πηγή: STAR protocols [STAR Protoc] 2025 Sep 19; Vol. 6 (3), pp. 104030. Date of Electronic Publication: 2025 Aug 13.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Cell Press Country of Publication: United States NLM ID: 101769501 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2666-1667 (Electronic) Linking ISSN: 26661667 NLM ISO Abbreviation: STAR Protoc Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Algorithms* , Calcium*/metabolism , Neurons*/metabolism , Neurons*/physiology , Image Processing, Computer-Assisted*/methods, Cluster Analysis ; Animals ; Brain/diagnostic imaging ; Brain/metabolism ; Clustering Algorithms

DKCDC: A clustering algorithm focusing on genuine boundary search for regional division.

Συγγραφείς: Zheng Q; Key Laboratory of Smart Agriculture and Forestry, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China., Zhang K; Key Laboratory of Smart Agriculture and Forestry, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China., Chen Q; Key Laboratory of Smart Agriculture and Forestry, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China., Wu J; Third Institute of Oceanography, Ministry of Natural Resources, Xiamen, Fujian, China., Lin J; Key Laboratory of Smart Agriculture and Forestry, Fujian Agriculture and Forestry University, Fuzhou, Fujian, China.

Πηγή: PloS one [PLoS One] 2025 Sep 04; Vol. 20 (9), pp. e0331555. Date of Electronic Publication: 2025 Sep 04 (Print Publication: 2025).

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Algorithms*, Cluster Analysis ; Humans ; Clustering Algorithms

Comparative benchmarking of single-cell clustering algorithms for transcriptomic and proteomic data.

Συγγραφείς: Yin YH; College of Life Science, Northeast Forestry University, Harbin, 150040, China.; College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China., Wang F; The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, 324000, China. yafangwang163@163.com., Li W; College of Artificial Intelligence, Nankai University, Tianjin, 300350, China., Liu Q; College of Artificial Intelligence, Henan University, Zhengzhou, 450046, China., Zhou S; College of Life Science, Northeast Forestry University, Harbin, 150040, China.; College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China., Zhou M; College of Life Science, Northeast Forestry University, Harbin, 150040, China.; College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China., Jiang Z; College of Life Science, Northeast Forestry University, Harbin, 150040, China.; College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China., Yu DJ; School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, 210094, China., Wang G; College of Computer and Control Engineering, Northeast Forestry University, Harbin, 150040, China. ghwang@nefu.edu.cn.

Πηγή: Genome biology [Genome Biol] 2025 Sep 03; Vol. 26 (1), pp. 265. Date of Electronic Publication: 2025 Sep 03.

Τύπος έκδοσης: Journal Article; Comparative Study

Στοιχεία περιοδικού: Publisher: BioMed Central Ltd Country of Publication: England NLM ID: 100960660 Publication Model: Electronic Cited Medium: Internet ISSN: 1474-760X (Electronic) Linking ISSN: 14747596 NLM ISO Abbreviation: Genome Biol Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Single-Cell Analysis*/methods , Algorithms* , Proteomics*/methods , Gene Expression Profiling*/methods , Transcriptome*, Benchmarking ; Cluster Analysis ; Humans ; Clustering Algorithms

Unveiling sources of organophosphate esters in marine environments utilizing multi-factor multi-modal high-dimensional clustering algorithm.

Συγγραφείς: Hu N; Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China., Liu X; Key Laboratory for Ecological Environment in Coastal Areas, Ministry of Ecology and Environment, National Marine Environmental Monitoring Center, Dalian 116023, PR China., Zeshan M; Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, PR China; University of Chinese Academy of Sciences, Beijing 100049, PR China., Qu J; Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, PR China., Zhang H; Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, PR China., Gao Y; Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, PR China. Electronic address: acyoyo@dicp.ac.cn., Yao Z; Key Laboratory for Ecological Environment in Coastal Areas, Ministry of Ecology and Environment, National Marine Environmental Monitoring Center, Dalian 116023, PR China., Chen J; Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, PR China.

Πηγή: Water research [Water Res] 2025 Sep 01; Vol. 283, pp. 123886. Date of Electronic Publication: 2025 May 22.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Pergamon Press Country of Publication: England NLM ID: 0105072 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2448 (Electronic) Linking ISSN: 00431354 NLM ISO Abbreviation: Water Res Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Water Pollutants, Chemical* , Esters* , Organophosphates* , Environmental Monitoring*/methods, Algorithms ; Cluster Analysis ; China ; Clustering Algorithms

Colour segmentation of printed fabrics by integrating adaptive neural network and density peak clustering algorithm.

Συγγραφείς: Meng N; Department of Arts and Design, Shanghai Business School, Shanghai, China.; Shanghai Jiao Tong University, Shanghai, China.

Πηγή: PloS one [PLoS One] 2025 Aug 11; Vol. 20 (8), pp. e0328933. Date of Electronic Publication: 2025 Aug 11 (Print Publication: 2025).

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Neural Networks, Computer* , Algorithms* , Textiles* , Image Processing, Computer-Assisted*/methods, Color ; Cluster Analysis ; Clustering Algorithms

CADENCE: Clustering Algorithm─Density-Based Exploration and Novelty Clustering with Efficiency.

Συγγραφείς: Chen L; Department of Chemistry, University of Florida, Gainesville, Florida 32611, United States.; Quantum Theory Project, University of Florida, Gainesville, Florida 32611, United States., Roe DR; Laboratory of Computational Biology, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20892, United States., Miranda-Quintana RA; Department of Chemistry, University of Florida, Gainesville, Florida 32611, United States.; Quantum Theory Project, University of Florida, Gainesville, Florida 32611, United States.

Πηγή: Journal of chemical information and modeling [J Chem Inf Model] 2025 Jul 14; Vol. 65 (13), pp. 6968-6975. Date of Electronic Publication: 2025 Jun 17.

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: American Chemical Society Country of Publication: United States NLM ID: 101230060 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1549-960X (Electronic) Linking ISSN: 15499596 NLM ISO Abbreviation: J Chem Inf Model Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Algorithms* , Molecular Dynamics Simulation* , Proteins*/chemistry, Cluster Analysis ; Software ; Clustering Algorithms

Iterative clustering algorithm G-DESC-E and pan-cancer key gene analysis based on single-cell sequencing data.

Συγγραφείς: Wu K; School of Computer Software, College of Intelligence and Computing, Tianjin University, Tianjin, China., Sun C; CSIRO Data61, NSW 1710, Australia., Geng J; Department of Cardiology, Chest Hospital, Tianjin University, Tianjin, China.; Tianjin Key Laboratory of Cardiovascular Emergency and Critical Care, Tianjin Municipal Science and Technology Bureau, Tianjin, China., Wang P; Tianjin Modern Innovative TCM Technology Co. Ltd, Tianjin 300392, China., Dai Q; College of Life Science and Medicine, Zhejiang Sci-Tech University, Hangzhou 310018, China., Wei L; Centre for Artificial Intelligence driven Drug Discovery, Faculty of Applied Science, Macao Polytechnic University, Macao SAR, China., Su R; School of Computer Software, College of Intelligence and Computing, Tianjin University, Tianjin, China.

Πηγή: Briefings in bioinformatics [Brief Bioinform] 2025 Jul 02; Vol. 26 (4).

Τύπος έκδοσης: Journal Article

Στοιχεία περιοδικού: Publisher: Oxford University Press Country of Publication: England NLM ID: 100912837 Publication Model: Print Cited Medium: Internet ISSN: 1477-4054 (Electronic) Linking ISSN: 14675463 NLM ISO Abbreviation: Brief Bioinform Subsets: MEDLINE

Ιατρικοί όροι (MeSH): Algorithms* , Single-Cell Analysis*/methods , Neoplasms*/genetics, Humans ; Cluster Analysis ; Gene Expression Profiling ; Computational Biology/methods ; Clustering Algorithms

Density-based clustering method with adaptive neighbors.

Συγγραφείς: Lu, Na^1,2 (AUTHOR), Diao, Luhong¹ (AUTHOR) diaoluhong@bjut.edu.cn, Xing, Yiyi¹ (AUTHOR)

Πηγή: Journal of Applied Statistics. Nov2025, p1-18. 18p. 7 Illustrations.

Θεματικοί όροι: CLUSTERING algorithms, NEIGHBORS, COST functions, WEIGHTED graphs, COMPARATIVE studies

改进复杂网络社区检测的多功能雷达信号分选.

Alternate Title: Multi-functional Radar Signal Sorting Based on Improved Complex Network Community Detection.

Συγγραφείς: 李世通¹ datong2215@163.com, 胡进¹, 严波¹

Πηγή: Telecommunication Engineering. 11/28/2025, Vol. 65 Issue 11, p1851-1858. 8p.

Θεματικοί όροι: *CLUSTER analysis (Statistics), *EMPIRICAL research, RADAR signal processing, CLUSTERING algorithms, PATTERN perception, NETWORK theory (Statistical physics), SIGNAL processing

基于可扩展子空间学习的数据流聚类方法.

Alternate Title: Scalable Subspace Learning for Clustering Data Streams.

Συγγραφείς: 尹宏伟^1,2,3, 倪钰洲^1,2, 胡文军^1,2,3 hoowenjun@foxmail.com

Πηγή: Telecommunication Engineering. 11/28/2025, Vol. 65 Issue 11, p1836-1843. 8p.

Θεματικοί όροι: *REAL-time computing, *DATA structures, *SCALABILITY, CLUSTERING algorithms, DIMENSIONAL reduction algorithms, FEATURE extraction, STREAM measurements

Discovering metro passenger flow recovery patterns under unplanned disruptions: a disruption impact quantification-based clustering approach.

Συγγραφείς: Zhao, Yangyang¹ (AUTHOR) zhaoyy1@chd.edu.cn, Ma, Zhenliang² (AUTHOR), Peng, Hui¹ (AUTHOR)

Πηγή: International Journal of Rail Transportation. Dec2025, Vol. 13 Issue 6, p1255-1276. 22p.

Θεματικοί όροι: *PUBLIC transit, *METROPOLITAN areas, CLUSTERING algorithms, INTERRUPTION (Psychology), HIERARCHICAL clustering (Cluster analysis)

Γεωγραφικοί όροι: HONG Kong (China)

Graph guided local structure propagation for tensorial multi-view subspace clustering.

Συγγραφείς: Zhang, Tao¹ (AUTHOR) taozhang@yzu.edu.cn, Qin, Yan¹ (AUTHOR), Wang, Yizhang¹ (AUTHOR), Shen, Xiaobo² (AUTHOR), Liu, Fan³ (AUTHOR)

Πηγή: Intelligent Data Analysis. Nov2025, Vol. 29 Issue 6, p1379-1398. 20p.

Θεματικοί όροι: CLUSTERING algorithms, TENSOR algebra, OPTIMIZATION algorithms

A detection of multi-level co-location patterns based on column calculation and HDBSCAN clustering.

Συγγραφείς: Yang, Ting¹ (AUTHOR), Wang, Lizhen² (AUTHOR) lzhwang@ynu.edu.cn, Zhou, Lihua¹ (AUTHOR), Chen, Hui² (AUTHOR)

Πηγή: Intelligent Data Analysis. Nov2025, Vol. 29 Issue 6, p1349-1366. 18p.

Θεματικοί όροι: CLUSTERING algorithms, DETECTION algorithms, SPATIAL arrangement

Effective customer segmentation using the recency, frequency, and monetary framework, combined with density-based clustering.

Συγγραφείς: Van Hau, Pham¹ (AUTHOR) hau.pham@postgrad.otago.ac.nz, McIver, Thomas² (AUTHOR), Robertson, Kirsten¹ (AUTHOR), Thaichon, Park³ (AUTHOR)

Πηγή: Journal of Strategic Marketing. Oct2025, p1-23. 23p. 4 Illustrations.

Θεματικοί όροι: *MARKET segmentation, *CONSUMER behavior, *RETAIL industry, *CUSTOMER relationship management, CLUSTERING algorithms