Suchergebnisse - Minimum spanning tree-based clustering algorithms

Fast approximate minimum spanning tree based clustering algorithm

Autoren: R. Jothi Sraban Kumar Mohanty Aparajita Ojha

Quelle: Neurocomputing. 272:542-557

Schlagwörter: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

MCMSTStream: applying minimum spanning tree to KD-tree-based micro-clusters to define arbitrary-shaped clusters in streaming data

Autoren: Berfin Erdinç Mahmut Kaya Ali Şenol

Quelle: Neural Computing and Applications. 36:7025-7042

Schlagwörter: 0202 electrical engineering, electronic engineering, information engineering, Minimum spanning tree, 02 engineering and technology, Stream clustering, Micro-cluster

Zugangs-URL: https://hdl.handle.net/20.500.12604/5991
https://aperta.ulakbim.gov.tr/record/279365

Micro-cluster Structure Clustering Based on Weight-Constrained Minimum Spanning Tree.

Autoren: Ding, Jiaman Bai, Jinqi Qiao, Shaojie et al.

Quelle: Data Science & Engineering; Sep2025, Vol. 10 Issue 3, p376-395, 20p

Schlagwörter: CLUSTERING algorithms, SPANNING trees, DATA analysis, OUTLIER detection, DATA distribution

An efficient minimum spanning tree based clustering algorithm

Autoren: Azad Naik Prasanta K. Jana

Quelle: 2009 Proceeding of International Conference on Methods and Models in Computer Science (ICM2CS). :1-5

Schlagwörter: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Zugangs-URL: https://ieeexplore.ieee.org/document/5397966/
http://ieeexplore.ieee.org/document/5397966/

Fast Minimum Spanning Tree Based Clustering Algorithms on Local Neighborhood Graph

Autoren: Aparajita Ojha R. Jothi Sraban Kumar Mohanty

Quelle: Lecture Notes in Computer Science ISBN: 9783319182230

Schlagwörter: 16. Peace & justice

Zugangs-URL: https://link.springer.com/chapter/10.1007/978-3-319-18224-7_29
https://rd.springer.com/chapter/10.1007/978-3-319-18224-7_29
https://dblp.uni-trier.de/db/conf/gbrpr/gbrpr2015.html#JothiMO15
https://link.springer.com/content/pdf/10.1007%2F978-3-319-18224-7_29.pdf

A minimum spanning tree based partitioning and merging technique for clustering heterogeneous data sets

Autoren: Gaurav Mishra Sraban Kumar Mohanty

Quelle: Journal of Intelligent Information Systems. 55:587-606

Schlagwörter: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Zugangs-URL: https://link.springer.com/article/10.1007/s10844-020-00602-z
https://dblp.uni-trier.de/db/journals/jiis/jiis55.html#MishraM20

MCMSTStream: applying minimum spanning tree to KD-tree-based micro-clusters to define arbitrary-shaped clusters in streaming data.

Autoren: Erdinç, Berfin Kaya, Mahmut Şenol, Ali

Quelle: Neural Computing & Applications; May2024, Vol. 36 Issue 13, p7025-7042, 18p

Schlagwörter: SPANNING trees, MICROCLUSTERS, DATA structures, REAL-time computing, DATA mining

Minimum Spanning Tree Based Clustering Algorithms

Autoren: Oleksandr Grygorash Yan Zhou Zach Jorgensen

Quelle: 2006 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'06).

Schlagwörter: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Zugangs-URL: https://www.computer.org/csdl/proceedings-article/ictai/2006/27280073/12OmNA0MZ6M
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4031882
https://dblp.uni-trier.de/db/conf/ictai/ictai2006.html#GrygorashZJ06
http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000004031882

Energy Saving Routing Algorithm for Wireless Sensor Networks Based on Minimum Spanning Hyper Tree.

Autoren: Han, H. Z. Shi, P. Z.

Quelle: International Journal of Computers, Communications & Control. Dec2023, Vol. 18 Issue 6, p1-19. 19p.

Schlagwörter: Spanning trees, Wireless sensor networks, Routing algorithms, Reinforcement learning, Deep reinforcement learning, Network routing protocols, Energy consumption, Network performance

Minimum spanning tree‐based cluster analysis: A new algorithm for determining inconsistent edges.

Autoren: Şaar, Fadi Topcu, Ahmet E.

Quelle: Concurrency & Computation: Practice & Experience; 4/25/2022, Vol. 34 Issue 9, p1-20, 20p

Schlagwörter: CLUSTER analysis (Statistics), CENTROID, WEIGHTED graphs, SPANNING trees, EDGES (Geometry), EUCLIDEAN distance, GRAPH algorithms, ALGORITHMS

Minimum spanning tree‐based cluster analysis: A new algorithm for determining inconsistent edges

Autoren: Fadi Şaar Ahmet E. Topcu

Quelle: Concurrency and Computation: Practice and Experience. 34

Schlagwörter: 4. Education, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Zugangs-URL: https://onlinelibrary.wiley.com/doi/pdf/10.1002/cpe.6717
https://avesis.aybu.edu.tr/publication/details/51e21f5e-487a-49a9-a24b-6d82f78e2018/oai

MCMSTClustering: defining non-spherical clusters by using minimum spanning tree over KD-tree-based micro-clusters.

Autoren: Şenol, Ali¹ (AUTHOR) alisenol@tarsus.edu.tr

Quelle: Neural Computing & Applications. Jun2023, Vol. 35 Issue 18, p13239-13259. 21p.

Schlagwörter: *SPANNING trees, *MICROCLUSTERS, *DATA structures, *STATISTICS, *DATA analysis

A minimum spanning tree based partitioning and merging technique for clustering heterogeneous data sets.

Autoren: Mishra, Gaurav Mohanty, Sraban Kumar

Quelle: Journal of Intelligent Information Systems; Dec2020, Vol. 55 Issue 3, p587-606, 20p

Schlagwörter: SPANNING trees, ALGORITHMS, OUTLIER detection, NATURE reserves, TOPOLOGY

A New Fast Minimum Spanning Tree-Based Clustering Technique

Autoren: Jihua Zhu Xiaochun Wang Xia L. Wang

Quelle: 2014 IEEE International Conference on Data Mining Workshop. :1053-1060

Schlagwörter: 03 medical and health sciences, 0302 clinical medicine, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, 10. No inequality, 16. Peace & justice

Zugangs-URL: https://ieeexplore.ieee.org/document/7022713/
https://dblp.uni-trier.de/db/conf/icdm/icdm2014w.html#WangWZ14
http://ieeexplore.ieee.org/document/7022713/

Meta clusters through minimum spanning tree based clustering for performance analysis of students

Autoren: S. Chidambaranathan S. John Peter T. Karthikeyan

Quelle: Journal of Discrete Mathematical Sciences and Cryptography. 14:349-367

Schlagwörter: 4. Education, 0202 electrical engineering, electronic engineering, information engineering, 0102 computer and information sciences, 02 engineering and technology, 01 natural sciences

Zugangs-URL: https://www.connectjournals.com/file_html_pdf/1187504H_05_JDMSC_T33_14-4_pp349-367A.pdf

Enhancing minimum spanning tree-based clustering by removing density-based outliers

Autoren: D. Mitchell Wilkes Xia Li Wang Xiaochun Wang et al.

Quelle: Digital Signal Processing. 23:1523-1538

Schlagwörter: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Zugangs-URL: https://dblp.uni-trier.de/db/journals/dsp/dsp23.html#WangWCW13
https://www.sciencedirect.com/science/article/abs/pii/S1051200413000754
https://doi.org/10.1016/j.dsp.2013.03.009
http://www.sciencedirect.com/science/article/pii/S1051200413000754
https://dl.acm.org/doi/10.1016/j.dsp.2013.03.009

A Divide-and-Conquer Approach for Minimum Spanning Tree-Based Clustering.

Autoren: Xiaochun Wang Xiali Wang Wilkes, D. Mitchell

Quelle: IEEE Transactions on Knowledge & Data Engineering. Jul2009, Vol. 21 Issue 7, p945-958. 14p.

Schlagwörter: *GRAPH algorithms, *ELECTRONIC file management, *CLUSTER analysis (Statistics), *DOCUMENT clustering, *ALGORITHMS, *COMPUTER programming

Functional grouping of similar genes using eigenanalysis on minimum spanning tree based neighborhood graph

Autoren: R. Jothi Sraban Kumar Mohanty Aparajita Ojha

Quelle: Computers in Biology and Medicine. 71:135-148

Schlagwörter: Gene Expression Regulation, Gene Expression Profiling, Databases, Genetic, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, Algorithms, Oligonucleotide Array Sequence Analysis, 3. Good health

Zugangs-URL: https://pubmed.ncbi.nlm.nih.gov/26945461
https://www.sciencedirect.com/science/article/pii/S0010482516300361
https://www.ncbi.nlm.nih.gov/pubmed/26945461
http://europepmc.org/abstract/MED/26945461
https://dblp.uni-trier.de/db/journals/cbm/cbm71.html#JothiMO16

A Novel Minimum Spanning Tree Clustering Algorithm Based on Density Core.

Autoren: Gao, Qiang Gao, Qin-Qin Xiong, Zhong-Yang et al.

Quelle: Computational Intelligence & Neuroscience; 10/5/2022, Vol. 2022, p1-17, 17p

Schlagwörter: SPANNING trees, ALGORITHMS, IMAGE segmentation, PATTERN recognition systems, DENSITY, KERNEL operating systems

Minimum spanning tree based split-and-merge: A hierarchical clustering method

Autoren: Caiming Zhong Pasi Fränti Duoqian Miao

Quelle: Information Sciences. 181:3397-3410

Schlagwörter: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Zugangs-URL: http://www.cs.joensuu.fi/pages/franti/sipu/pub/SplitAndMergeINS2011.pdf
https://dl.acm.org/doi/10.1016/j.ins.2011.04.013
https://www.sciencedirect.com/science/article/pii/S0020025511001812
https://dblp.uni-trier.de/db/journals/isci/isci181.html#ZhongMF11
http://www.sciencedirect.com/science/article/pii/S0020025511001812
http://cs.uef.fi/sipu/pub/SplitAndMergeINS2011.pdf