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1. Cluster Analysis

   This chapter covers cluster analysis, a set of methods used for identifying groups of similar observations based on proximity measures. The chapter...

   Frank Acito in Predictive Analytics with KNIME

   Chapter 2023
   

2. Cluster Analysis

   Cluster analysis is a procedure for grouping cases (objects of investigation) in a data set. For this purpose, the first step is to determine the...

   Klaus Backhaus, Bernd Erichson, ... Thomas Weiber in Multivariate Analysis

   Chapter 2023
   

3. Cluster Analysis

   The chapter presents cluster analysis. Two published reports of clustering usage were reviewed involving barriers to mental health and nursing home...

   David L. Olson, Özgür M. Araz in Data Mining and Analytics in Healthcare Management

   Chapter 2023
   

4. Gray Cluster Analysis

   Clustering is the process of dividing a collection of physical or abstract objects into classes composed of similar objects. In other words,...

   Xinjun Chen in Application of Gray System Theory in Fishery Science

   Chapter 2023
   

5. Cluster Analysis

   Clustering is an unsupervised learning technique to categorize data in the absence of defined categories in the sample data set. In this chapter, we...

   Umesh R. Hodeghatta, Umesha Nayak in Practical Business Analytics Using R and Python

   Chapter 2023
   

6. Electric vehicle adoption and sustainability: Insights from the bibliometric analysis, cluster analysis, and morphology analysis

   Electric vehicles (EVs) are a new emerging technological advancement that has apprehended the interest of researchers as well as regulators,...

   Gaurvendra Singh, Subhas Chandra Misra, ... Shubhendu Singh in Operations Management Research

   Article 28 February 2024
   

7. Cluster analysis in fibromyalgia: a systematic review

   Background

   The multifaceted nature of Fibromyalgia syndrome (FM) symptoms has been explored through clusters analysis.

   Objective

   To synthesize the...

   Anna Carolyna Gianlorenço, Valton Costa, ... Felipe Fregni in Rheumatology International

   Article 15 May 2024
   

8. Cluster Analysis

   Domenica Fioredistella Iezzi in Encyclopedia of Quality of Life and Well-Being Research

   Reference work entry 2023
   

9. Analysis of the single reference coupled cluster method for electronic structure calculations: the full-coupled cluster equations

   The central problem in electronic structure theory is the computation of the eigenvalues of the electronic Hamiltonian—a semi-unbounded, self-adjoint...

   Muhammad Hassan, Yvon Maday, Yipeng Wang in Numerische Mathematik

   Article Open access 13 September 2023
   

10. Enhancing cluster analysis via topological manifold learning

    We discuss topological aspects of cluster analysis and show that inferring the topological structure of a dataset before clustering it can...

    Moritz Herrmann, Daniyal Kazempour, ... Peer Kröger in Data Mining and Knowledge Discovery

    Article Open access 29 September 2023
    

11. Spectral Analysis of N-Body Schrödinger Operators at Two-Cluster Thresholds

    This book provides a systematic study of spectral and scattering theory  for many-body Schrödinger operators at two-cluster thresholds. While the...

    Erik Skibsted, Xue Ping Wang in Mathematical Physics Studies

    Book 2024
    

12. Clinical phenotypes of comorbidities in end-stage knee osteoarthritis: a cluster analysis

    Objectives

    Comorbidities, as components of these heterogeneous features, often coexist with knee osteoarthritis, and are particularly prevalent in...

    Jun Ma, Kai Zhang, ... Ruiyu Liu in BMC Musculoskeletal Disorders

    Article Open access 17 April 2024
    

13. A new common weights DEA model based on cluster analysis

    The data envelopment analysis (DEA) is a data-driven tool for performance evaluation. Standard DEA assigns the most favorable weights to...

    Nam Hyok Kim, Feng He, ... Sok-Min Han in Operational Research

    Article 15 May 2024
    

14. Using cluster analysis for grouping partial autosomal haplotypes derived from single sperm STR profiling

    Background and objective

    The use of single cell STR profiling for mixture deconvolution is increasingly being discussed in forensics; however, studies...

    Katja Anslinger, Birgit Bayer, ... Rolf Fimmers in Rechtsmedizin

    Article Open access 02 January 2024

15. Subtyping irritable bowel syndrome using cluster analysis: a systematic review

    Background

    Irritable bowel syndrome (IBS) is a common chronic functional gastrointestinal disorder associated with a wide range of clinical symptoms....

    Diana Zarei, Amene Saghazadeh, Nima Rezaei in BMC Bioinformatics

    Article Open access 15 December 2023
    

16. A Cluster Analysis Towards Exploring Sustainable Economic Growth

    The EU-27 nations and the United Kingdom are classified in the present chapter based on their ability to achieve sustainable economic growth using a...

    Ştefan Cristian Gherghina in Quantitative Methods in Finance

    Chapter 2023
    

17. Assessing Human Development in Nepal through Descriptive and Cluster Analysis: Progress and Disparities

    Human Development Reports initiated by Amartya Sen and Mahbub ul Haq in 1990 have been regularly published by United Nations Development Programme...

    Ishwari Prasad Banjade, Srijan Lal Shrestha in Applied Research in Quality of Life

    Article 19 January 2024
    

18. Cluster analysis based on fasting and postprandial plasma glucose and insulin concentrations

    Objective

    Plasma glucose and insulin concentrations are clinical markers used to diagnose metabolic diseases, particularly prediabetes and diabetes....

    Miguel Altuve, Erika Severeyn in International Journal of Diabetes in Developing Countries

    Article 07 March 2024

19. The epidemiology of primary FSGS including cluster analysis over a 20-year period

    Introduction

    Focal segmental glomerulosclerosis (FSGS) is one of the leading causes of nephrotic syndrome in adults. This epidemiological study...

    Thomas McDonnell, Joshua Storrar, ... Smeeta Sinha in BMC Nephrology

    Article Open access 10 December 2023
    

20. EOR Displacement Characteristics from Cluster Analysis and Fractional Pore Occupation

    The in situ saponification of crude oil lowers the interfacial tensions of oil–water systems in chemical-enhanced oil recovery (cEOR). When the...

    Mostafa Borji, Ahmad Kharrat, Holger Ott in Transport in Porous Media

    Article Open access 20 September 2023