Soft clustering

Article Properties
  • Language
    English
  • DOI (url)
    10.1002/wics.1480
  • Publication Date
    2019/06/17
  • Journal
    WIREs Computational Statistics
  • Indian UGC (journal)
  • Refrences
    70
  • Citations
    16
  • Maria Brigida Ferraro Department of Statistical Sciences Sapienza University of Rome Rome Italy ORCID (unauthenticated)
  • Paolo Giordani Department of Statistical Sciences Sapienza University of Rome Rome Italy
Abstract
Cite
Ferraro, Maria Brigida, and Paolo Giordani. “Soft Clustering”. WIREs Computational Statistics, vol. 12, no. 1, 2019, https://doi.org/10.1002/wics.1480.
Ferraro, M. B., & Giordani, P. (2019). Soft clustering. WIREs Computational Statistics, 12(1). https://doi.org/10.1002/wics.1480
Ferraro, Maria Brigida, and Paolo Giordani. “Soft Clustering”. WIREs Computational Statistics 12, no. 1 (2019). https://doi.org/10.1002/wics.1480.
Ferraro MB, Giordani P. Soft clustering. WIREs Computational Statistics. 2019;12(1).
Journal Categories
Science
Mathematics
Science
Mathematics
Probabilities
Mathematical statistics
Refrences
Title Journal Journal Categories Citations Publication Date
Possibilistic fuzzy clustering with high‐density viewpoint Neurocomputing
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Mechanical engineering and machinery
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 2019
Rfcm: A hybrid clustering algorithm using rough and fuzzy sets 2007
Maximum likelihood from incomplete data via the EM algorithm 1977
Proceedings of fuzzy systems, 1995—International joint conference of the fourth ieee international conference on fuzzy systems and the second international fuzzy engineering symposium 1995
Proceedings of the fifth Berkeley symposium on mathematical statistics and probability 1967
Citations
Title Journal Journal Categories Citations Publication Date
Neighborhood information based semi-supervised fuzzy C-means employing feature-weight and cluster-weight learning Chaos, Solitons & Fractals
  • Science: Mathematics
  • Science: Physics
  • Science: Mathematics
  • Science: Physics
 2024
Fuzzy k-Means: history and applications Econometrics and Statistics 1 2024
Soft phenotyping for sepsis via EHR time-aware soft clustering Journal of Biomedical Informatics
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Medicine: Medicine (General): Computer applications to medicine. Medical informatics
  • Medicine: Medicine (General): Medical technology
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 2024
The pistachio quality detection based on deep features plus unsupervised clustering

 Journal of Food Process Engineering
  • Technology: Chemical technology: Chemical engineering
  • Technology: Chemical technology: Food processing and manufacture
  • Technology: Home economics: Nutrition. Foods and food supply
  • Agriculture
  • Agriculture: Agriculture (General)
 2024
Research on the influence of mental health on college students' employment based on fuzzy clustering techniques Soft Computing
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Mechanical engineering and machinery
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 1 2023
Citations Analysis
Category Category Repetition
Science: Mathematics: Instruments and machines: Electronic computers. Computer science6
Technology: Mechanical engineering and machinery3
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics3
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry2
Medicine: Medicine (General): Computer applications to medicine. Medical informatics2
Science: Biology (General)2
Medicine: Internal medicine: Specialties of internal medicine: Diseases of the blood and blood-forming organs1
Medicine: Internal medicine: Specialties of internal medicine: Diseases of the circulatory (Cardiovascular) system1
Medicine: Medicine (General)1
Science: Mathematics1
Science: Physics1
Medicine: Medicine (General): Medical technology1
Technology: Chemical technology: Chemical engineering1
Technology: Chemical technology: Food processing and manufacture1
Technology: Home economics: Nutrition. Foods and food supply1
Agriculture1
Agriculture: Agriculture (General)1
Science: Chemistry: General. Including alchemy1
Science: Chemistry1
Science: Science (General): Cybernetics: Information theory1
Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks1
Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication1
Technology: Technology (General): Industrial engineering. Management engineering: Information technology1
Agriculture: Aquaculture. Fisheries. Angling1
Agriculture: Plant culture1
Agriculture: Animal culture1
Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software1
The category Science: Mathematics: Instruments and machines: Electronic computers. Computer science 6 is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled Cluster‐scaled principal component analysis and was published in 2021. The most recent citation comes from a 2024 study titled Neighborhood information based semi-supervised fuzzy C-means employing feature-weight and cluster-weight learning. This article reached its peak citation in 2023, with 7 citations. It has been cited in 13 different journals, 15% of which are open access. Among related journals, the International Journal of Approximate Reasoning cited this research the most, with 2 citations. The chart below illustrates the annual citation trends for this article.
Citations used this article by year