Výsledky vyhľadávania - Graph-based data clustering

An End-to-End Approach for Graph-Based Multi-View Data Clustering

Autori: Fadi Dornaika Sally El Hajjar

Zdroj: IEEE Transactions on Big Data. 10:644-654

Graph-Based Clustering Algorithms: Connected Component Detection and Optimization of Grouping Methods

Zdroj: Scientific Bulletin of Uzhhorod University. Series of Mathematics and Informatics; Vol. 46 No. 1 (2025); 149-165
Науковий вісник Ужгородського університету. Серія «Математика і інформатика»; Том 46 № 1 (2025); 149-165

Predmety: BFS, machine learning, кластеризація, оптимізація алгоритму, аналіз даних, порогове значення, data analysis, outliers, algorithm optimization, threshold value, машинне навчання, викиди, clustering

Popis súboru: application/pdf

Prístupová URL adresa: http://visnyk-math.uzhnu.edu.ua/article/view/322939

An Intelligent Knowledge Graph-Based Directional Data Clustering and Feature Selection for Improved Education

Autori: Weizhi Zhang Jonathan Yong Chung Ee

Zdroj: International Journal on Recent and Innovation Trends in Computing and Communication. 11:22-33

Predmety: 4. Education

On 2-Clubs in Graph-Based Data Clustering: Theory and Algorithm Engineering

Autori: Rolf Niedermeier Aleksander Figiel Anne-Sophie Himmel a ďalší

Zdroj: Lecture Notes in Computer Science ISBN: 9783030752415

Predmety: FOS: Computer and information sciences, Computer Science - Data Structures and Algorithms, 0211 other engineering and technologies, Data Structures and Algorithms (cs.DS), 0102 computer and information sciences, 02 engineering and technology, 01 natural sciences

Prístupová URL adresa: http://arxiv.org/pdf/2006.14972
http://arxiv.org/abs/2006.14972
https://dblp.uni-trier.de/db/journals/corr/corr2006.html#abs-2006-14972
https://arxiv.org/abs/2006.14972
https://rd.springer.com/chapter/10.1007/978-3-030-75242-2_15
https://link.springer.com/chapter/10.1007/978-3-030-75242-2_15
https://doi.org/10.1007/978-3-030-75242-2_15

Iterative Optimum-Path Forest: A Graph-Based Data Clustering Framework

Autori: David Aparco-Cardenas Alex X. Falcão Pedro J. de Rezende

Zdroj: Anais Estendidos do XXXV Conference on Graphics, Patterns and Images (SIBGRAPI Estendido 2022). :41-47

GRACE: A Graph-Based Cluster Ensemble Approach for Single-Cell RNA-Seq Data Clustering

Autori: Jihong Guan Rui-Yi Li Jiasheng Wang

Zdroj: IEEE Access, Vol 8, Pp 166730-166741 (2020)

Predmety: 0301 basic medicine, 03 medical and health sciences, ensemble cluster, graph theory, 0206 medical engineering, random walk distance, Single cell {RNA-seq} data, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, hierarchical clustering, TK1-9971

Prístupová URL adresa: https://ieeexplore.ieee.org/ielx7/6287639/8948470/09187857.pdf
https://doaj.org/article/79311594c1d44aa6b3696967a5183511
https://doaj.org/article/79311594c1d44aa6b3696967a5183511
https://ieeexplore.ieee.org/document/9187857/
https://doi.org/10.1109/ACCESS.2020.3022718
https://dblp.uni-trier.de/db/journals/access/access8.html#GuanLW20

A Graph-based Density Peaks Method by Employing Shortest Path for Data Clustering

Autori: Parham Moradi Pooya Mehrmohammadi Mohammad Hatami

Zdroj: 2021 5th International Conference on Pattern Recognition and Image Analysis (IPRIA). :1-8

Prístupová URL adresa: http://xplorestaging.ieee.org/ielx7/9482412/9483451/09483576.pdf?arnumber=9483576
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=9483576

A Graph-based Multi-view Clustering Approach for Continuous Pattern Mining

Autori: Åleskog, Christoffer Devagiri, Vishnu Manasa Boeva, Veselka, Professor

Zdroj: Recent Advancements in Multi-View Data Analytics Studies in Big Data. :201-237

Predmety: data stream, clustering analysis, pattern mining, minimum spanning tree

Popis súboru: print

Prístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:bth-22261

A Graph-Based Clustering Approach to Identify Cell Populations in Single-Cell RNA Sequencing Data

Autori: Amin Einipour Mohammad Mosleh Karim Ansari-Asl

Zdroj: مجله انفورماتیک سلامت و زیست پزشکی, Vol 7, Iss 1, Pp 60-72 (2020)

Predmety: single-cell rna-sequencing, clustering, identification of cell populations, graph-based gaussian kernel, Computer applications to medicine. Medical informatics, R858-859.7, Medical technology, R855-855.5

Popis súboru: electronic resource

Relation: http://jhbmi.ir/article-1-420-en.html; https://doaj.org/toc/2423-3870; https://doaj.org/toc/2423-3498

Prístupová URL adresa: https://doaj.org/article/65e01d31420743e2be55dcd690eddd0e

Graph-based data clustering via multiscale community detection

Autori: Zijing Liu Mauricio Barahona

Zdroj: Applied Network Science, Vol 5, Iss 1, Pp 1-20 (2020)

Predmety: Multiscale community detection, Clustering, Graph partitioning, Data mining, Applied mathematics. Quantitative methods, T57-57.97

Popis súboru: electronic resource

Relation: https://doaj.org/toc/2364-8228

Prístupová URL adresa: https://doaj.org/article/e9fe499d558343468c8536af6d91644f

Data clustering and graph-based image matching methods

Autori: Fang, Yan Hancock, Edwin

Prispievatelia: Fang, Yan Hancock, Edwin

Predmety: 511.5

Prístupová URL adresa: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.589143

On 2-Clubs in Graph-Based Data Clustering: Theory and Algorithm Engineering

Autori: Figiel, Aleksander Himmel, Anne-Sophie Nichterlein, André a ďalší

Témy: Computer Science - Data Structures and Algorithms, text

URL: http://arxiv.org/abs/2006.14972

Unstructured data clustering based on layer improved transformer features connected with deep neural network-based adaptive clustering.

Autori: Jyothi, Bankapalli Sumalatha, L. Eluri, Suneetha

Zdroj: Cluster Computing; Nov2025, Vol. 28 Issue 13, p1-23, 23p

Predmety: DEEP learning, TRANSFORMER models, CLUSTER analysis (Statistics), COMPUTER performance, CLUSTERING algorithms, ELECTRONIC data processing, ARTIFICIAL neural networks

Community detection using Jaya optimization algorithm based on deep learning methods and KNN graph-based clustering.

Autori: Aliabadi, Mostafa Ghaffari, Hamidreza

Zdroj: Journal of Modelling in Management; 2025, Vol. 20 Issue 3, p872-893, 22p

Predmety: CLUSTERING algorithms, OPTIMIZATION algorithms, K-means clustering, SOCIAL network analysis, DEEP learning

Graph-based data clustering via multiscale community detection

Autori: Liu, Zijing Barahona, Mauricio

Témy: Computer Science - Information Retrieval, Computer Science - Machine Learning, Physics - Data Analysis, Statistics and Probability, Statistics - Machine Learning, text

URL: http://arxiv.org/abs/1909.04491

Community detection using Jaya optimization algorithm based on deep learning methods and KNN graph-based clustering

Autori: Mostafa Aliabadi Hamidreza Ghaffari

Zdroj: Journal of Modelling in Management. 20:872-893

Iterative optimum-path forest: a graph-based data clustering framework = Floresta de caminhos ótimos iterativa: um arcabouço para agrupamento de dados baseado em grafos

Autori: David Aparco Cardenas

Graph-based data clustering with overlaps

Autori: Christian Komusiewicz Michael R. Fellows Rolf Niedermeier a ďalší

Zdroj: Lecture Notes in Computer Science ISBN: 9783642028816

Predmety: Computational Theory and Mathematics, Fixed-parameter tractability, Applied Mathematics, Forbidden subgraph characterization, NP-hardness, 0202 electrical engineering, electronic engineering, information engineering, Cluster graph modification problems, Kernelization, 0102 computer and information sciences, 02 engineering and technology, W[1]-hardness, 01 natural sciences, Theoretical Computer Science

Prístupová URL adresa: https://www.sciencedirect.com/science/article/pii/S1572528610000642#!
https://espace.cdu.edu.au/view/cdu:37869
https://doi.org/10.1016/j.disopt.2010.09.006
https://dblp.uni-trier.de/db/journals/disopt/disopt8.html#FellowsGKNU11
https://www.sciencedirect.com/science/article/pii/S1572528610000642
https://researchers.cdu.edu.au/en/publications/graph-based-data-clustering-with-overlaps-2

kNN-MST-Agglomerative: A fast and scalable graph-based data clustering approach on GPU

Autori: Pablo Moscato Ahmed Shamsul Arefin Regina Berretta a ďalší

Zdroj: 2012 7th International Conference on Computer Science & Education (ICCSE). :585-590

Predmety: 03 medical and health sciences, 0302 clinical medicine, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 3. Good health

Prístupová URL adresa: https://nova.newcastle.edu.au/vital/access/manager/Repository/uon:16196
http://ieeexplore.ieee.org/document/6295143/
http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000006295143
https://ieeexplore.ieee.org/document/6295143/

A More Relaxed Model for Graph-Based Data Clustering: s-Plex Cluster Editing

Autori: Johannes Uhlmann Christian Komusiewicz Jiong Guo a ďalší

Zdroj: SIAM Journal on Discrete Mathematics. 24:1662-1683

Predmety: 0102 computer and information sciences, 01 natural sciences