Search Results - "Minimum spanning tree-based clustering algorithms"

Fast Minimum Spanning Tree Based Clustering Algorithms on Local Neighborhood Graph

Authors: Aparajita Ojha R. Jothi Sraban Kumar Mohanty

Source: Lecture Notes in Computer Science ISBN: 9783319182230

Subject Terms: 16. Peace & justice

Access 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

Minimum Spanning Tree Based Clustering Algorithms

Authors: Oleksandr Grygorash Yan Zhou Zach Jorgensen

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

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

Access 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

Minimum Spanning Tree Based Clustering Algorithms

Authors: R Grygorash Yan Zhou Zach Jorgensen et al.

Contributors: R Grygorash Yan Zhou Zach Jorgensen et al.

Source: http://www.zachjorgensen.net/ictai06.pdf.

File Description: application/pdf

Relation: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.114.3334; http://www.zachjorgensen.net/ictai06.pdf

Availability: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.114.3334
http://www.zachjorgensen.net/ictai06.pdf

Fast Minimum Spanning Tree Based Clustering Algorithms on Local Neighborhood Graph.

Authors: Jothi, R. Mohanty, Sraban Kumar Ojha, Aparajita

Source: GraphBased Representations in Pattern Recognition; 2015, p292-301, 10p

Using Artificial Neural Network Models (ANNs) to Identify Patients with Idiopathic Normal Pressure Hydrocephalus (INPH) and Alzheimer Dementia (AD): Clinical Psychological Features and Differential Diagnosis.

Authors: Gitto, Lara Mento, Carmela Massini, Giulia et al.

Source: Medicina (1010660X); Aug2025, Vol. 61 Issue 8, p1332, 15p

Subject Terms: ARTIFICIAL neural networks, ALZHEIMER'S disease, NEUROSURGERY, COGNITIVE ability, RORSCHACH Test, CLINICAL psychology, DIFFERENTIAL diagnosis, HYDROCEPHALUS

Clustering with Minimum Spanning Trees: How Good Can It Be?

Authors: Gagolewski, Marek Cena, Anna Bartoszuk, Maciej et al.

Source: Journal of Classification; Mar2025, Vol. 42 Issue 1, p90-112, 23p

Subject Terms: SPANNING trees, ARTIFICIAL intelligence, K-means clustering, HIERARCHICAL clustering (Cluster analysis), IMAGE processing

Fast and Memory-Efficient Approximate Minimum Spanning Tree Generation for Large Datasets.

Authors: Almansoori, Mahmood K. M. Meszaros, Andras Telek, Miklos

Source: Arabian Journal for Science & Engineering (Springer Science & Business Media B.V. ); Jan2025, Vol. 50 Issue 2, p1233-1246, 14p

Subject Terms: TIME complexity, BIG data, SPANNING trees, RANDOM graphs, LEAD time (Supply chain management)

CLUSTERING WITH MINIMUM SPANNING TREES.

Authors: ZHOU, YAN GRYGORASH, OLEKSANDR HAIN, THOMAS F.

Source: International Journal on Artificial Intelligence Tools; Feb2011, Vol. 20 Issue 1, p139-177, 39p

Subject Terms: SPANNING trees, ALGORITHMS, CLUSTER analysis (Statistics), POINT set theory, PARTITIONS (Mathematics), MAXIMA & minima, EXPERIMENTS

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

Authors: Xiaochun Wang Xiali Wang Wilkes, D. Mitchell

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

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

Efficient MST-based clustering with leader node selection and outlier edge cutting.

Authors: Yao, Yuzhuo Zheng, Yong Li, Wei

Source: Journal of Supercomputing; Nov2024, Vol. 80 Issue 16, p24358-24378, 21p

Subject Terms: SPANNING trees, ALGORITHMS, SPEED, DENSITY

Minimum spanning tree clustering approach for effective feature partitioning in multi-view ensemble learning.

Authors: Kumar, Aditya Yadav, Jainath

Source: Knowledge & Information Systems; Nov2024, Vol. 66 Issue 11, p6785-6813, 29p

Subject Terms: SUPPORT vector machines, STATISTICS, CLASSIFICATION

Research on a Multi-Scale Clustering Method for Buildings Taking into Account Visual Cognition.

Authors: Sun, Di Shen, Tao Yang, Xincheng et al.

Source: Buildings (2075-5309); Oct2024, Vol. 14 Issue 10, p3310, 14p

Subject Terms: VISUAL perception, URBAN planning, GRAPH theory, COGNITION, DECISION making

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

Authors: Wang, Xiaochun Wang, Xia Li Chen, Cong et al.

Source: Digital Signal Processing. Sep2013, Vol. 23 Issue 5, p1523-1538. 16p.

Subject Terms: *TREE graphs, *COMPUTATIONAL complexity, *CLUSTER analysis (Statistics), *OUTLIERS (Statistics), *ALGORITHMS, *PATHS & cycles in graph theory

Scanner: Simultaneously temporal trend and spatial cluster detection for spatial‐temporal data.

Authors: Wang, Xin Zhang, Xin

Source: Environmetrics; Aug2024, Vol. 35 Issue 5, p1-21, 21p

Subject Terms: SCANNING systems, LEAST squares, DATA analysis

Pre-Clustering Tendency Visual Assessment of Techniques for Effective Data Partitions.

Authors: Unnam, Aswani Kumar Rao, Bandla Srinivasa

Source: Grenze International Journal of Engineering & Technology (GIJET); Jun2024, Vol. 10 Issue 2,Part 4, p4818-4822, 5p

Subject Terms: CLUSTER analysis (Statistics), CLASSIFICATION

The Integration of Dual Evaluation and Minimum Spanning Tree Clustering to Support Decision-Making in Territorial Spatial Planning.

Authors: Jia, Muxin Liu, Ang Narahara, Taro

Source: Sustainability (2071-1050); May2024, Vol. 16 Issue 10, p3928, 20p

Fast clustering algorithm based on MST of representative points.

Authors: Hui Du Depeng Lu Zhihe Wang et al.

Source: Mathematical Biosciences & Engineering; 2023, Vol. 20 Issue 9, p15830-15858, 29p

MECInOT: a multi-access edge computing and industrial internet of things emulator for the modelling and study of cybersecurity threats.

Authors: Ruiz-Villafranca, Sergio Carrillo-Mondéjar, Javier Castelo Gómez, Juan Manuel et al.

Source: Journal of Supercomputing; Jul2023, Vol. 79 Issue 11, p11895-11933, 39p

Subject Terms: INTERNET of things, EDGE computing, MACHINE learning, INTERNET security, RANDOM forest algorithms, EMULATION software

Modified Minimum Spanning Tree for Optimised DC Microgrid Cabling Design.

Authors: Kebir, Nisrine Ahsan, Aniq McCulloch, Malcolm et al.

Source: IEEE Transactions on Smart Grid; Jul2022, Vol. 13 Issue 4, p2523-2532, 10p

Multiscale PHATE identifies multimodal signatures of COVID-19.

Authors: Kuchroo, Manik Huang, Jessie Wong, Patrick et al.

Source: Nature Biotechnology; May2022, Vol. 40 Issue 5, p681-691, 11p