Recent Techniques of Clustering of Time Series Data: A Survey

Article Properties
Citations
Title Journal Journal Categories Citations Publication Date
Time Series Overlapping Clustering Based on Link Community Detection IEEE Access
  • Technology: Electrical engineering. Electronics. Nuclear engineering
  • Science: Science (General): Cybernetics: Information theory
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
2024
A Trend-Granulation-Based Fuzzy C-Means Algorithm for Clustering Interval-Valued Time Series IEEE Transactions on Fuzzy Systems
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Technology: Mechanical engineering and machinery
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Technology: Engineering (General). Civil engineering (General)
2024
Applying Density-Based Clustering for the Analysis of Emission Events in Real Driving Emissions Calibration

Future Transportation
  • Technology: Engineering (General). Civil engineering (General)
  • Technology: Engineering (General). Civil engineering (General): Transportation engineering
  • Social Sciences: Transportation and communications
2024
Uncovering spatiotemporal micromobility patterns through the lens of space–time cubes and GIS tools

Journal of Geographical Systems
  • Geography. Anthropology. Recreation: Environmental sciences
  • Geography. Anthropology. Recreation
  • Social Sciences
2 2023
Time series clustering using trend, seasonal and autoregressive components to identify maximum temperature patterns in the Iberian Peninsula

Environmental and Ecological Statistics
  • Geography. Anthropology. Recreation: Environmental sciences
  • Science: Mathematics
  • Science: Mathematics: Probabilities. Mathematical statistics
  • Technology: Environmental technology. Sanitary engineering
  • Science: Biology (General): Ecology
2023
Citations Analysis
Category Category Repetition
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics21
Science: Mathematics: Instruments and machines: Electronic computers. Computer science19
Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks18
Science: Science (General): Cybernetics: Information theory15
Technology: Engineering (General). Civil engineering (General)14
Technology: Mechanical engineering and machinery12
Geography. Anthropology. Recreation: Environmental sciences7
Technology: Environmental technology. Sanitary engineering7
Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication7
Technology: Electrical engineering. Electronics. Nuclear engineering6
Science5
Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software5
Social Sciences5
Geography. Anthropology. Recreation: Geography (General)4
Science: Biology (General): Ecology4
Technology: Manufactures: Production management. Operations management4
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware4
Medicine3
Science: Science (General)3
Science: Physics3
Science: Chemistry3
Technology: Technology (General): Industrial engineering. Management engineering3
Technology: Chemical technology3
Science: Geology3
Technology: Photography3
Technology3
Social Sciences: Industries. Land use. Labor: Special industries and trades: Energy industries. Energy policy. Fuel trade3
Geography. Anthropology. Recreation3
Technology: Mechanical engineering and machinery: Renewable energy sources2
Science: Chemistry: Analytical chemistry2
Science: Mathematics: Instruments and machines2
Technology: Technology (General): Industrial engineering. Management engineering: Information technology2
Science: Biology (General)1
Science: Chemistry: General. Including alchemy1
Technology: Electrical engineering. Electronics. Nuclear engineering: Materials of engineering and construction. Mechanics of materials1
Geography. Anthropology. Recreation: Human ecology. Anthropogeography: Settlements: Cities. Urban geography1
Social Sciences: Communities. Classes. Races: Urban groups. The city. Urban sociology1
Social Sciences: Communities. Classes. Races: Urban groups. The city. Urban sociology: City planning1
Medicine: Medicine (General)1
Medicine: Internal medicine: Neoplasms. Tumors. Oncology. Including cancer and carcinogens1
Science: Astronomy: Astrophysics1
Technology: Ocean engineering1
Science: Physics: Geophysics. Cosmic physics1
Education: Theory and practice of education1
Education1
Technology: Motor vehicles. Aeronautics. Astronautics1
Social Sciences: Commerce: Business1
Social Sciences: Finance1
Technology: Home economics: Nutrition. Foods and food supply1
Medicine: Internal medicine: Specialties of internal medicine: Nutritional diseases. Deficiency diseases1
Medicine: Internal medicine: Specialties of internal medicine: Diseases of the endocrine glands. Clinical endocrinology1
Agriculture1
Agriculture: Agriculture (General)1
Science: Mathematics1
Science: Mathematics: Probabilities. Mathematical statistics1
Bibliography. Library science. Information resources1
Bibliography. Library science. Information resources: Information resources (General)1
Technology: Engineering (General). Civil engineering (General): Transportation engineering1
Social Sciences: Transportation and communications1
Technology: Engineering (General). Civil engineering (General): Engineering design1
Medicine: Medicine (General): Computer applications to medicine. Medical informatics1
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry1
Science: Science (General): Cybernetics1
The category Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics 21 is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled A Hybrid Algorithm for Clustering of Time Series Data Based on Affinity Search Technique and was published in 2014. The most recent citation comes from a 2024 study titled Time Series Overlapping Clustering Based on Link Community Detection. This article reached its peak citation in 2022, with 14 citations. It has been cited in 55 different journals, 32% of which are open access. Among related journals, the IEEE Access cited this research the most, with 6 citations. The chart below illustrates the annual citation trends for this article.
Citations used this article by year