[1] 王海莲, 万向元,胡培松,等.稻米脂肪含量近红外光谱分析技术研究[J].中国农业科学,2005,38(8):1540-1546.WANG H L,WAN X Y,HU P S,et al.Quantitative analysis of fat content in brown rice by near infrared spectroscopy (NIRS) technique[J].Scientia Agricultura Sinica,2005,38(8):1540-1546(in Chinese).
[2] 吴琼,原忠虎,王晓宁.基于偏最小二乘回归分析综述[J].沈阳大学学报,2007,19(2):33-35.WU Q,YUAN Z H,WANG X N.Summary of partial least squares regression[J].Journal of Shenyang University,2007,19(2):33-35(in Chinese).
[3] CORTES C,VAPNIK V.Support-vector networks[J].Machine Learning,1995,20(3):273-297.
[4] SUYKENS J A K,VANDEWALLE J.Least squares support vector machine classifiers[J].Neural Processing Letters,1999,9(3):293-300.
[5] HEERMANN P D,KHAZENIE N.Classification of multispectral remote sensing data using a back-propagation neural network[J].IEEE Transactions on Geoscience and Remote Sensing,1992,30(1):81-88.
[6] HUANG G B,ZHU Q Y,SIEW C K.Extreme learning machine:A new learning scheme of feedforward neural networks[C]//2004 IEEE International Joint Conference on Neural Networks,2004.Piscataway,NJ:IEEE Press,2004,2:985-990.
[7] MASRI D,WOON W L,AUNG Z.Soil property prediction:An extreme learning machine approach[C]//22nd International Conference on Neural Information Processing,ICONIP 2015.Berlin:Springer,2015:18-27.
[8] GUO W,GU J,LIU D,et al.Peach variety identification using near-infrared diffuse reflectance spectroscopy[J].Computers and Electronics in Agriculture,2016,123(C):297-303.
[9] HUANG G B,CHEN L.Enhanced random search based incremental extreme learning machine[J].Neurocomputing,2008,71(16):3460-3468.
[10] JIN Y,LI J,LANG C,et al.Multi-task clustering ELM for VIS-NIR cross-modal feature learning[J].Multidimensional Systems and Signal Processing,2016,28(3):1-16.
[11] ALEXANDRE E,CUADRA L,SALCEDO-SANZ S,et al.Hybridizing extreme learning machines and genetic algorithms to select acoustic features in vehicle classification applications[J].Neurocomputing,2015,152:58-68.
[12] 陈媛媛,张记龙,赵冬娥.基于极限学习机的混合气体FTIR光谱定量分析[J].中北大学学报(自然科学版),2011,32(5):636-641.CHEN Y Y,ZHANG J L,ZHAO D E.Quantitative analysis of mixed gas FTIR spectrum based on extreme learning machine[J].Journal of North University of China (Natural Science Edition),2011,32(5):636-641(in Chinese).
[13] DE OLIVEIRA J F L,LUDERMIR T B.Homogeneous ensemble selection through hierarchical clustering with a modified artificial fish swarm algorithm[C]//2011 23rd IEEE International Conference on Tools with Artificial Intelligence (ICTAI).Piscataway,NJ:IEEE Press,2011:177-180.
[14] WORKMAN J,WEYER L.近红外光谱解析实用指南[M].褚小立,许育鹏,田高友,译.北京:化学工业出版社,2009:6-17.WORKMAN J,WEYER L.Practical guide to interpretive near-infrared spectroscopy[M].CHU X L,XU Y P,TIAN G Y,translated.Beijing:Chemical Industry Press,2009:6-17(in Chinese).
[15] 严衍禄.近红外光谱分析基础与应用[M].北京:中国轻工业出版社,2005:128-130.YAN Y L.Near infrared spectrum analysis and application[M].Beijing:China Light Industry Press,2005:128-130(in Chinese).
[16] POGGIO T,GIROSI F.A theory of networks for approximation and learning[M].Cambridge:Massachusetts Institute of Technology,1989:25-39.
[17] 陈林伟.基于极限学习机的骨髓细胞识别技术研究[D].杭州:中国计量学院,2014:44-49.CHEN L W.Research on recognition of bone marrow cells based on extreme learning machine[D].Hangzhou:China Jiliang University,2014:44-49(in Chinese).
[18] KENNEDY J,EBERHART R.Particle swarm optimization[J].Swarm Intelligence,2007,1(1):33-57.
[19] 石山,刘德鹏,李成茂.基于改进粒子群优化算法的飞机作动系统功率调度[J].北京航空航天大学学报,2016,42(10):2024-2030.SHI S,LIU D P,LI C M.Power dispatch of actuator of aircraft based on improved particle swarm optimization algorithm[J].Journal of Beijing University of Aeronautics and Astronautics,2016,42(10):2024-2030(in Chinese).
[20] 李永强.基于粒子群优化的极限学习机的XML文档分类中的研究与应用[D].沈阳:东北大学,2013:27-33.LI Y Q.Research and application of XML classification based on extreme learning machine with particle swarm optimization[D].Shenyang:Northeastern University,2013:27-33(in Chinese).
[21] PRUETT E.Techniques and applications of programmable spectral pattern coding in Texas Instruments DLP spectroscopy[C]//Proceedings of SPIE-The International Society for Optical Engineering.Bellingham,WA:SPIE,2015.
[22] 刘小丽.红外光谱在药物分析中的应用研究[D].西安:西北大学,2013:6-8.LIU X L.The application of infrared spectroscopy in pharma-ceutical analysis[D].Xi'an:Northwest University,2013:6-8(in Chinese).
[23] GORRY P A.General least-squares smoothing and differentiation by the convolution (Savitzky-Golay) method[J].Analytical Chemistry,1990,62(6):570-573. |