Concentration Prediction of Total Flavonoids in Aurantii Fructus Extraction Process: Locally Weighted Regression versus Kinetic Model Equation Based on Fick's Law

Bezerra, 2008, Response surface methodology (RSM) as a tool for optimization in analytical chemistry, Talanta, 76, 965, 10.1016/j.talanta.2008.05.019 Chen, 2014, Optimation of extraction technology for Xinning Effervescent Tablet by central composite design/response surface method, Chin Tradit Herb Drugs, 45, 1566 Cost, 1993, Weighted nearest neighbor algorithm for learning with symbolic features, Machine Learning, 10, 57, 10.1007/BF00993481 Firlbeck, 2013, Central composite design for optimal technology of concentrating vanillic acid using foam fractionation, Sep Purif Technol, 119, 28, 10.1016/j.seppur.2013.08.033 Eibe F, Mark H, Bernhard P, 2003. Locally Weighted Naive Bayes. In: 19th Conference in Uncertainty in Artificial Intelligence, Acapulco. Han, 2011, Kinetic model for extraction of Acanthopanax Senticosus, Chin Traditi Patent Med, 33, 240 Hou, 2000, Modeling and optimization of herb leaching processes, Comput Chem Eng, 24, 1343, 10.1016/S0098-1354(00)00411-7 Ian, 2006 Li, 1997, Simulation and optimization of herb extraction process, Chin Tradit Herb Drugs, 28, 399 Mai, 2014, Applications of mathematical statistics methods on compatibility researches of traditional Chinese medicines formulae, China J Chin Mater Med, 39, 1749 Mei, 2001, Statistical inferrences for varying-coefficint models based on locally weighted regression technique, Acta Math Appl Sin, 17, 98 Mohammad, 2013, Viscosity prediction in selected Iranian light oil reservoirs: Artificial neural network versus empirical correlation, Petroleum Sci, 10, 126, 10.1007/s12182-013-0259-4 Siepmann, 2008, Mathematical modeling of drug delivery, Int J Pharm, 364, 328, 10.1016/j.ijpharm.2008.09.004 Spiro, 1982, The kinetics and equilibria of tea infusion. Part 3. Rotating disc experiments interpreted by a steady state mode, J Chem Soc Faraday Trans, 78, 295, 10.1039/f19827800295 Su, 2011, Kinetic mathematical models for extraction process of natural medicines, Chin Tradit Herb Drugs, 42, 384 Wang YK, Liu XG, 2012. Modeling hot metal silicon content in blast furnace based on locally weighted SVR and mutual information. Thirty-first Chinese Control Conference 7089-7094. William, 1988, Locally weighted regression: An approach to regression analysis by local fitting, JASA, 403, 596 Wu, 2011, Optimization of extracting condition for Morina nepalensis by uniform design, Chin Tradit Herb Drugs, 42, 2447 Zhang, 2013, Study on applicability of kinetic model for water extracts from Puerariae Radix, China J Chin Mater Med, 38, 2788 Zhang, 2013, Orthogonal experimental design for the optimal ingredient composition of modified Zexietang in the treatment of hypertension, World J Integr Tradit West Med, 8, 128