Search Results - "Graph clustering algorithms"

Pasco (PArallel Structured COarsening): an overlay to speed up graph clustering algorithms

Authors: Lasalle, Etienne Vaudaine, Rémi Vayer, Titouan et al.

Contributors: Lasalle, Etienne Vaudaine, Rémi Vayer, Titouan et al.

Source: Machine Learning. 114

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Statistics - Machine Learning, Optimal Transport, Graph Coarsening, Large-Scale Networks, Machine Learning (stat.ML), [INFO.INFO-LG] Computer Science [cs]/Machine Learning [cs.LG], Graph Analysis Community Detection Large-Scale Networks Graph Coarsening Optimal Transport, Community Detection, Graph Analysis, [STAT.ML] Statistics [stat]/Machine Learning [stat.ML], Machine Learning (cs.LG)

File Description: application/pdf

Access URL: http://arxiv.org/abs/2412.13592
https://hal.science/hal-04837207v2
https://hal.science/hal-04837207v2/document
https://doi.org/10.1007/s10994-025-06837-7

A Survey of Multiple Kernel Graph Clustering Algorithms

Authors: Zihao Li Wenjing Chu

Source: Academic Journal of Science and Technology. 10:83-86

Using Graph Clustering Algorithms to Modularize IEC 61499 Control Software

Authors: Philipp Bauer Lisa Sonnleithner Rick Rabiser et al.

Source: 2023 IEEE 28th International Conference on Emerging Technologies and Factory Automation (ETFA). :1-4

Evaluation of algebraic graph clustering algorithms for complex networks

Authors: Kayhan Erciyes Maltepe University Institutionl repository

Contributors: Kayhan Erciyes Maltepe University Institutionl repository

Source: 2021 2nd International Informatics and Software Engineering Conference (IISEC). :1-6

Subject Terms: Graph Clustering, Mst-Based Clustering, Edge-Betweenness Clustering, Shared Nearest Neighbor Clustering

Access URL: https://hdl.handle.net/20.500.12415/7381
https://doi.org/10.1109/iisec54230.2021.9672390

Statistical arbitrage in multi-pair trading strategy based on graph clustering algorithms in US equities market

Authors: Korniejczuk, Adam Ślepaczuk, Robert

Source: Working Papers.

Subject Terms: FOS: Economics and business, FOS: Computer and information sciences, Quantitative Finance - Trading and Market Microstructure, Portfolio Management (q-fin.PM), Statistics - Machine Learning, 0502 economics and business, 05 social sciences, 0202 electrical engineering, electronic engineering, information engineering, Machine Learning (stat.ML), 02 engineering and technology, Quantitative Finance - Portfolio Management, Trading and Market Microstructure (q-fin.TR)

Access URL: http://arxiv.org/abs/2406.10695

Directed Graph Clustering Algorithms, Topology, and Weak Links

Authors: Xiao Zhang Bosen Lian Frank L. Lewis et al.

Source: IEEE Transactions on Systems, Man, and Cybernetics: Systems. 52:3995-4009

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://ieeexplore.ieee.org/abstract/document/9456852

PASCO (PArallel Structured COarsening): an overlay to speed up graph clustering algorithms

Authors: Lasalle, Etienne Vaudaine, Rémi Vayer, Titouan et al.

Index Terms: Computer Science - Machine Learning, Statistics - Machine Learning, text

URL: http://arxiv.org/abs/2412.13592

A Practical Comparison of Local Graph Clustering Algorithms

Authors: Wafaa Tawfik Abdel Moneim Mohamed Monir Hassan Rashed Khalil Salem

Source: International Journal of Engineering Trends and Technology. 67:64-69

Metric-Constrained Optimization for Graph Clustering Algorithms

Authors: Nate Veldt David F. Gleich Anthony Wirth et al.

Source: SIAM Journal on Mathematics of Data Science. 1:333-355

Subject Terms: 0102 computer and information sciences, 0101 mathematics, 01 natural sciences

Access URL: https://epubs.siam.org/doi/abs/10.1137/18M1217152
https://findanexpert.unimelb.edu.au/scholarlywork/1431736-metric-constrained-optimization-for-graph-clustering-algorithms
https://dblp.uni-trier.de/db/journals/simods/simods1.html#VeldtGWS19
https://epubs.siam.org/doi/pdf/10.1137/18M1217152
https://research.monash.edu/en/publications/metric-constrained-optimization-for-graph-clustering-algorithms

Comparative Analysis of Graph Clustering Algorithms for Detecting Communities in Social Networks

Authors: Namala Surya M. Shiva Phaneendra Reddy Menta Sai Vineeth et al.

Source: Advances in Intelligent Systems and Computing ISBN: 9789811515170

Access URL: https://link.springer.com/chapter/10.1007/978-981-15-1518-7_2
https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202002267687046067

Comparison and Benchmark of Graph Clustering Algorithms

Authors: Shi, Lizhen Chen, Bo

Index Terms: Computer Science - Social and Information Networks, Computer Science - Information Retrieval, Computer Science - Machine Learning, Statistics - Machine Learning, text

URL: http://arxiv.org/abs/2005.04806

A Statistical Performance Analysis of Graph Clustering Algorithms

Authors: Miasnikof, Pierre Shestopaloff, Alexander Bonner, Anthony J et al.

Contributors: Miasnikof, Pierre Shestopaloff, Alexander Bonner, Anthony J et al.

Source: Lecture Notes in Computer Science ISBN: 9783319928708
Miasnikof, P, Shestopaloff, A, Bonner, A J & Lawryshyn, Y 2018, A Statistical Performance Analysis of Graph Clustering Algorithms . in A Bonato, P Pralat & A Raigorodskii (eds), Algorithms and Models for the Web Graph : 15th International Workshop, WAW 2018, Moscow, Russia, May 17-18, 2018, Proceedings . Lecture Notes in Computer Science, vol. 10836, Springer Nature . < https://link.springer.com/chapter/10.1007/978-3-319-92871-5_11 >

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Access URL: https://www.pure.ed.ac.uk/ws/files/63904669/10.1007_978_3_319_92871_5_11.pdf
https://www.research.ed.ac.uk/portal/en/publications/a-statistical-performance-analysis-of-graph-clustering-algorithms(b34de8aa-3364-4dd2-9bbe-1c290bc336ca).html
https://link.springer.com/chapter/10.1007/978-3-319-92871-5_11
https://rd.springer.com/chapter/10.1007/978-3-319-92871-5_11
https://dblp.uni-trier.de/db/conf/waw/waw2018.html#MiasnikofSBL18
https://www.pure.ed.ac.uk/ws/files/63904669/10.1007_978_3_319_92871_5_11.pdf
https://hdl.handle.net/20.500.11820/b34de8aa-3364-4dd2-9bbe-1c290bc336ca

Pasco (PArallel Structured COarsening): an overlay to speed up graph clustering algorithms.

Authors: Etienne, Lasalle Rémi, Vaudaine Titouan, Vayer et al.

Source: Machine Learning; Oct2025, Vol. 114 Issue 10, p1-36, 36p

Subject Terms: PARALLEL algorithms, GRAPH algorithms, EIGENANALYSIS, CLUSTER analysis (Statistics), MATHEMATICAL optimization

No More Graph Clustering Algorithms, Please: Disjoint Clustering Algorithms Now Able To Detect Overlapping Clusters

Authors: Tanmoy Chakraborty

Source: Science Trends.

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

An Efficient behavioural analysis of Graph Clustering Algorithms via Random Graphs

Authors: Nitin Yadav Mohit Kumar Avdhesh Kumar et al.

Source: International Journal of Computer Applications. 47:33-39

Subject Terms: 0301 basic medicine, 03 medical and health sciences, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://research.ijcaonline.org/volume47/number3/pxc3879785.pdf
https://www.ijcaonline.org/archives/volume47/number3/7170-9785
https://ui.adsabs.harvard.edu/abs/2012IJCA...47c..33K/abstract

An Effective Comparison of Graph Clustering Algorithms via Random Graphs

Authors: Shashwat Shukla Deepak Arora Mohit Kumar et al.

Source: International Journal of Computer Applications. 22:22-27

Subject Terms: 0301 basic medicine, 03 medical and health sciences, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://www.ijcaonline.org/archives/volume22/number1/2547-3490
https://www.ijcaonline.org/volume22/number1/pxc3873490.pdf
https://core.ac.uk/display/21659409
http://ui.adsabs.harvard.edu/abs/2011IJCA...22a..22M/abstract

Comparison of Graph Clustering Algorithms for Recovering Software Architecture Module Views

Authors: Dalton Guerrero Roberto Almeida Bittencourt

Source: 2009 13th European Conference on Software Maintenance and Reengineering. :251-254

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://ieeexplore.ieee.org/document/4812761/
http://ieeexplore.ieee.org/document/4812761/
http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000004812761
https://dblp.uni-trier.de/db/conf/csmr/csmr2009.html#BittencourtG09

Graph Clustering: Algorithms, Analysis and Query Design

Authors: Korlakai Vinayak, Ramya, Korlakai Vinayak, Ramya

Index Terms: Thesis, NonPeerReviewed

URL: https://thesis.library.caltech.edu/10447/
https://resolver.caltech.edu/CaltechTHESIS:09222017-130217881
https://thesis.library.caltech.edu/10447
https://resolver.caltech.edu/CaltechTHESIS:09222017-130217881
CaltechTHESIS:09222017-130217881
10.7907/Z9RR1WFK

A comparison of graph clustering algorithms

Authors: Creusefond, Jean Largillier, Thomas

Contributors: Creusefond, Jean Largillier, Thomas

Subject Terms: [INFO.INFO-SI] Computer Science [cs]/Social and Information Networks [cs.SI], [INFO.INFO-DS] Computer Science [cs]/Data Structures and Algorithms [cs.DS]

File Description: application/pdf

Access URL: https://hal.science/hal-01171341v1

On Caching for Local Graph Clustering Algorithms

Authors: Axel-Cyrille Ngonga Ngomo René Speck

Source: Lecture Notes in Computer Science ISBN: 9783319036793