Extreme learning machines: new trends and applications

Article Properties
Cite
Deng, ChenWei, et al. “Extreme Learning Machines: New Trends and Applications”. Science China Information Sciences, vol. 58, no. 2, 2015, pp. 1-16, https://doi.org/10.1007/s11432-014-5269-3.
Deng, C., Huang, G., Xu, J., & Tang, J. (2015). Extreme learning machines: new trends and applications. Science China Information Sciences, 58(2), 1-16. https://doi.org/10.1007/s11432-014-5269-3
Deng, ChenWei, GuangBin Huang, Jia Xu, and JieXiong Tang. “Extreme Learning Machines: New Trends and Applications”. Science China Information Sciences 58, no. 2 (2015): 1-16. https://doi.org/10.1007/s11432-014-5269-3.
Deng C, Huang G, Xu J, Tang J. Extreme learning machines: new trends and applications. Science China Information Sciences. 2015;58(2):1-16.
Journal Categories
Science
Mathematics
Instruments and machines
Electronic computers
Computer science
Science
Mathematics
Instruments and machines
Electronic computers
Computer science
Computer software
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
Electronics
Computer engineering
Computer hardware
Refrences
Title Journal Journal Categories Citations Publication Date
An Insight into Extreme Learning Machines: Random Neurons, Random Features and Kernels Cognitive Computation
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry
  • Technology: Mechanical engineering and machinery
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
590 2014
Circular-ELM for the reduced-reference assessment of perceived image quality 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
40 2013
10.1109/TPAMI.2013.50 2013
10.1109/MIS.2013.4 IEEE Intelligent 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)
2013
10.1109/TIP.2012.2214048 IEEE Transactions on Image Processing
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Technology: Engineering (General). Civil engineering (General)
2013
Citations
Title Journal Journal Categories Citations Publication Date
Grey wolf optimization-extreme learning machine for automatic spoken language identification Multimedia Tools and Applications
  • Science: Science (General): Cybernetics: Information theory
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
5 2023
Multilayer extreme learning machine: a systematic review Multimedia Tools and Applications
  • Science: Science (General): Cybernetics: Information theory
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
1 2023
A RUL prediction method for lithium-ion batteries based on improved singular spectrum analysis and CSA-KELM Microelectronics Reliability
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Technology: Chemical technology
  • Science: Physics
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
2 2023
Two-Direction Prediction Method of Drilling Fluid Based on OS-ELM for Water Well Drilling

Journal of Advanced Computational Intelligence and Intelligent Informatics
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
2023
A Gradient-Based Particle-Bat Algorithm for Stochastic Configuration Network

Applied Sciences
  • Technology: Engineering (General). Civil engineering (General)
  • Science: Biology (General)
  • Science: Physics
  • Science: Chemistry
  • Science: Chemistry: General. Including alchemy
  • Technology: Engineering (General). Civil engineering (General)
  • Science: Chemistry
  • Science: Physics
  • Technology: Technology (General): Industrial engineering. Management engineering
  • Technology: Chemical technology
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Materials of engineering and construction. Mechanics of materials
  • Technology: Engineering (General). Civil engineering (General)
1 2023
Citations Analysis
Category Category Repetition
Science: Mathematics: Instruments and machines: Electronic computers. Computer science25
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics20
Technology: Engineering (General). Civil engineering (General)20
Technology: Mechanical engineering and machinery15
Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks14
Science: Science (General): Cybernetics: Information theory10
Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software8
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware8
Science: Physics5
Science: Chemistry5
Technology: Chemical technology5
Technology: Electrical engineering. Electronics. Nuclear engineering: Materials of engineering and construction. Mechanics of materials5
Technology: Environmental technology. Sanitary engineering5
Technology: Electrical engineering. Electronics. Nuclear engineering4
Science: Chemistry: General. Including alchemy4
Technology: Technology (General): Industrial engineering. Management engineering4
Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication4
Science: Biology (General)3
Geography. Anthropology. Recreation: Environmental sciences3
Science: Biology (General): Ecology3
Science: Geology3
Technology: Manufactures2
Science: Mathematics: Instruments and machines2
Science: Chemistry: Analytical chemistry2
Science2
Technology: Manufactures: Production management. Operations management2
Social Sciences: Industries. Land use. Labor: Special industries and trades: Energy industries. Energy policy. Fuel trade2
Medicine1
Science: Science (General)1
Technology: Mechanical engineering and machinery: Renewable energy sources1
Technology1
Technology: Engineering (General). Civil engineering (General): Systems engineering1
Technology: Technology (General)1
Social Sciences: Sociology (General)1
Social Sciences1
Technology: Chemical technology: Chemical engineering1
Technology: Engineering (General). Civil engineering (General): Engineering geology. Rock mechanics. Soil mechanics. Underground construction1
Technology: Electrical engineering. Electronics. Nuclear engineering: Nuclear engineering. Atomic power1
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry1
Technology: Hydraulic engineering: River, lake, and water-supply engineering (General)1
Technology: Chemical technology: Textile bleaching, dyeing, printing, etc.1
Technology: Technology (General): Industrial engineering. Management engineering: Information technology1
Social Sciences: Economic theory. Demography: Economics as a science1
Social Sciences: Commerce: Business: Personnel management. Employment management1
Social Sciences: Commerce: Business1
Technology: Mining engineering. Metallurgy1
Science: Physics: Meteorology. Climatology1
The category Science: Mathematics: Instruments and machines: Electronic computers. Computer science 25 is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled Bio-inspired neural network with application to license plate recognition: hysteretic ELM approach and was published in 2016. The most recent citation comes from a 2023 study titled Two-Direction Prediction Method of Drilling Fluid Based on OS-ELM for Water Well Drilling. This article reached its peak citation in 2021, with 12 citations. It has been cited in 47 different journals, 25% of which are open access. Among related journals, the Neurocomputing 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