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ANFIS Modeling Based on Full Factorial Design
2006 IEEE International Conference on Industrial Technology, 2006Adaptive network based fuzzy inference system (ANFIS) is an intelligent neuro-fuzzy technique used for modeling and control of ill-defined and uncertain systems. ANFIS is based on the input-output data pairs of the system under consideration. The size of the input-output data set is very crucial when the data available is very less and the generation ...
Mrinal Buragohain, Chitralekha Mahanta
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Step-by-step full factorial design to optimize a quantitative sandwich ELISA
Analytical Biochemistry, 2023In this work, a quantitative sandwich ELISA was optimized, through a full factorial design of experiments (DOE) in successive steps of a preliminary protocol obtained by the method of one factor at a time (OFAT). The specificity of the optimized ELISA, the lower limit of quantification, the quantification range and the analytical sensitivity of the ...
Carlos A, Hernández +8 more
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A novel approach for ANFIS modelling based on full factorial design
Applied Soft Computing, 2008Adaptive neural network based fuzzy inference system (ANFIS) is an intelligent neuro-fuzzy technique used for modelling and control of ill-defined and uncertain systems. ANFIS is based on the input-output data pairs of the system under consideration.
Mrinal Buragohain, Chitralekha Mahanta
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Optimization and design of an ibuprofen-loaded nanostructured lipid carrier with a 23 full factorial design [PDF]
Abstract With the aim of the development an ibuprofen (IBU)-loaded NLC with a 2 3 full factorial design, lipid screening and contact angle measurements were applied to choose the most suitable excipients for the formulation of the system. The results of DSC, XRD and FT-IR studies demonstrated the compatibility between the drug and the components ...
Sütő Blanka +8 more
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Randomised controlled trials with full factorial designs
BMJ, 2012Researchers explored the effectiveness of three interventions in preventing falls among older people. The three interventions were group based exercise, home hazard management, and vision improvement. A randomised controlled trial with a full factorial design was used. The control treatment was no intervention.
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A Full-Factorial Design Approach for Coordinate Transformation
Arabian Journal for Science and Engineering, 2013The aim of this study is to analyze the role of experimental factors in the affine coordinate transformation of cadastral maps using a 23 factorial design. The selected experimental factors and their respective levels include a map scale of 1/500–1/1,000, a number of common points 4 and 20, and the least square and least absolute value adjustment ...
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Full Factorial Design: Optimization for Nanogel Formation
Journal of Research in Nanoscience and NanotechnologyThe Design of Experiments, DoE, is a set of applied statistics tools for systematically classifying and quantifying cause and effect relationships between variables and outputs in the studied process, which may lead to the discovery of the settings and conditions under which the process becomes optimized.
Nur Fathin Amirah Shafie +4 more
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Recycling Of Chromite Waste for Concrete: Full Factorial Design Approach
2012WOS ...
Mesci, B., Elevli, S.
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Full factorial design for optimization of magnesium alkalinization additive
Transportation Geotechnics, 2019Abstract Intensive research using chemical stabilization for improving subgrade soil has become increasingly popular around the globe. The alkaline activator additive provides an improved and effective alternative for cement, and also produces comparatively less CO2 emissions. This paper studied the factors that contribute to the strength development
Nurmunira Muhammad, Sumi Siddiqua
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More Full Factorial Design Examples
2009This chapter contains the analysis of three interesting experiments reported in the literature.
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