In-process measuring method for the size and roundness of workpiece with discontinuous surface in cylindrical grinding process

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Computing, Computer Science, Mathematics +10

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Stephan R. Sain, Vladimir Vapnik · Technometrics · 1996 · 4.1K citations

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In-process tool condition monitoring in compliant abrasive belt grinding process using support vector machine and genetic algorithm

Vigneashwara Pandiyan, Wahyu Caesarendra, Tegoeh Tjahjowidodo et al. · Journal of Manufacturing Processes · 2017 · 210 citations · Full text

Engineering, Manufacturing Engineering, Mechanical Engineering +15

Support vector machines models for surface roughness prediction in CNC turning of AISI 304 austenitic stainless steel

Ulaş Çaydaş, Sami Ekici · Journal of Intelligent Manufacturing · 2010 · 205 citations

Engineering, Materials Engineering, Materials Science +15

The use of support vector machine, neural network, and regression analysis to predict and optimize surface roughness and cutting forces in milling

Ali Yeganefar, Seyed Ali Niknam, Reza Asadi · The International Journal of Advanced Manufacturing Technology · 2019 · 123 citations

Engineering, Manufacturing Engineering, Machine Learning +14