Comparison of hierarchical clustering and neural network clustering: an analysis on precision dominance

[1]  Xiaoqing Li,et al.  Research on Clustering Algorithm Based on Improved SOM Neural Network , 2022, Computational intelligence and neuroscience.

[2]  Y. Djenouri,et al.  Recurrent neural network with density-based clustering for group pattern detection in energy systems , 2022, Sustainable Energy Technologies and Assessments.

[3]  Byeong-Chae Kim,et al.  Neural network-based clustering model of ischemic stroke patients with a maximally distinct distribution of 1-year vascular outcomes , 2022, Scientific Reports.

[4]  O. N. Oyelade,et al.  A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects , 2022, Eng. Appl. Artif. Intell..

[5]  Rex C. Y. Cheung,et al.  Using hierarchical clustering analysis to evaluate COVID-19 pandemic preparedness and performance in 180 countries in 2020 , 2021, BMJ Open.

[6]  Chun Guan,et al.  The cognitive comparison enhanced hierarchical clustering , 2021, Granular Computing.

[7]  M. Ahmadi,et al.  The impact of ZrO2/SiO2 and ZrO2/SiO2@PANI nanofluid on the performance of pulsating heat pipe, an experimental study , 2021, Journal of Nanostructure in Chemistry.

[8]  A. Maleki,et al.  Development of Predictive Models for Activated Carbon Synthesis from Different Biomass for CO2 Adsorption Using Artificial Neural Networks , 2021, Industrial & Engineering Chemistry Research.

[9]  Guie Jiao,et al.  Neural Network Data Mining Clustering Optimization Algorithm , 2021, IETE Journal of Research.

[10]  A. S. M. Shihavuddin,et al.  Sequential transfer learning based on hierarchical clustering for improved performance in deep learning based food segmentation , 2021, Scientific Reports.

[11]  C. Montolalu,et al.  Comparison of hierarchical clustering methods (case study: data on poverty influence in North Sulawesi) , 2019, IOP Conference Series: Materials Science and Engineering.

[12]  Rommel M. Barbosa,et al.  Research on social data by means of cluster analysis , 2019, Applied Computing and Informatics.

[13]  Fionn Murtagh,et al.  Hierarchical cluster analysis in clinical research with heterogeneous study population: highlighting its visualization with R. , 2017, Annals of translational medicine.

[14]  Y. Li A Clustering Method Based on K-Means Algorithm , 2013 .

[15]  Pierre Gançarski,et al.  A global averaging method for dynamic time warping, with applications to clustering , 2011, Pattern Recognit..

[16]  Pei-Chann Chang,et al.  Data clustering and fuzzy neural network for sales forecasting: A case study in printed circuit board industry , 2009, Knowl. Based Syst..

[17]  George Karypis,et al.  Hierarchical Clustering Algorithms for Document Datasets , 2005, Data Mining and Knowledge Discovery.

[18]  Toshio Tsuji,et al.  Unsupervised Learning for Hierarchical Clustering Using Statistical Information , 2004, ISNN.

[19]  Anthony McGregor,et al.  Flow Clustering Using Machine Learning Techniques , 2004, PAM.

[20]  Alfonso Valencia,et al.  A hierarchical unsupervised growing neural network for clustering gene expression patterns , 2001, Bioinform..

[21]  Anil K. Jain,et al.  Data clustering: a review , 1999, CSUR.

[22]  Vipin Kumar,et al.  Chameleon: Hierarchical Clustering Using Dynamic Modeling , 1999, Computer.

[23]  Sudipto Guha,et al.  ROCK: a robust clustering algorithm for categorical attributes , 1999, Proceedings 15th International Conference on Data Engineering (Cat. No.99CB36337).

[24]  Sudipto Guha,et al.  CURE: an efficient clustering algorithm for large databases , 1998, SIGMOD '98.

[25]  Oren Etzioni,et al.  The World-Wide Web: quagmire or gold mine? , 1996, CACM.

[26]  David West,et al.  A comparison of SOM neural network and hierarchical clustering methods , 1996 .

[27]  Benjamin King Step-Wise Clustering Procedures , 1967 .

[28]  Michael O. Olusola,et al.  Comprehensive Review of K-Means Clustering Algorithms , 2021, International Journal of Advances in Scientific Research and Engineering.

[29]  Giansalvo Cirrincione,et al.  The GH-EXIN neural network for hierarchical clustering , 2020, Neural Networks.

[30]  Hua Long,et al.  Research on Clustering Method Based on Weighted Distance Density and K-Means , 2020 .

[31]  Julien Ah-Pine,et al.  An Efficient and Effective Generic Agglomerative Hierarchical Clustering Approach , 2018, J. Mach. Learn. Res..

[32]  Serafín Moral,et al.  A hierarchical clustering method: Applications to educational data , 2016, Intell. Data Anal..

[33]  Ke-Lin Du,et al.  Clustering: A neural network approach , 2010, Neural Networks.

[34]  Shu-Hsien Liao,et al.  Artificial neural networks classification and clustering of methodologies and applications - literature analysis from 1995 to 2005 , 2007, Expert Syst. Appl..

[35]  R.O. Duda, P.E. Hart, and D.G. Stork, Pattern Classification, New York: John Wiley & Sons, 2001, pp. xx + 654, ISBN: 0-471-05669-3 , 2007 .

[36]  Shigeo Abe DrEng Pattern Classification , 2001, Springer London.

[37]  George Karypis,et al.  C HAMELEON : A Hierarchical Clustering Algorithm Using Dynamic Modeling , 1999 .