• Spectroscopy and Spectral Analysis
  • Vol. 40, Issue 9, 2981 (2020)
JIA Wen-shen1、2、3、4, ZHANG Heng-zhi2, MA Jie2, LIANG Gang1、3、4, WANG Ji-hua1、3、4, and LIU Xin5、*
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • 4[in Chinese]
  • 5[in Chinese]
  • show less
    DOI: 10.3964/j.issn.1000-0593(2020)09-2981-08 Cite this Article
    JIA Wen-shen, ZHANG Heng-zhi, MA Jie, LIANG Gang, WANG Ji-hua, LIU Xin. Study on the Predication Modeling of COD for Water Based on UV-VIS Spectroscopy and CNN Algorithm of Deep Learning[J]. Spectroscopy and Spectral Analysis, 2020, 40(9): 2981 Copy Citation Text show less
    References

    [1] Skuras D, Tyllianakis E. Water Research, 2018, 143: 198.

    [2] Li J, Luo G B, He L J, et al. Critical Reviews in Analytical Chemistry, 2017, 48: 47.

    [3] Liu F, Zheng P C, Huang B C, et al. IFIP Advances in Information and Communication Technology, 2017, 478: 619.

    [4] Alves F C G B S, Coqueiro, A, Marco, P H, et al. Food Chemistry 2018, 273: 124.

    [5] Yao N, Liu Z A, Chen Y, et al. Sensors, 2015, 15: 20501.

    [6] Chen J, Liu S, Qi X, et al. Sensors & Actuators B Chemical, 2018, 254: 778.

    [7] Guan L, Tong Y F, Li J W, et al. Optik, 2018, 164: 277.

    [8] Mason J D, Cone M T, Fry E S. Applied Optics, 2016, 55: 7163.

    [9] He L, Kaoru O, Dong M X. IEEE Network, 2018, 32: 96.

    [10] Kalinin A A, Higgins G A. Pharmacogenomics, 2018, 19: 629.

    [11] Gholizadeh M H, Melesse A M, Reddi L. Sensors, 2016, 16: 1298.

    [12] Al-Saffar A A M, Tao H, Talab M A. International Conference on Radar, 2018.

    [13] Schettino B M, Duque C A, Silveira P M. IEEE Transactions on Power Delivery, 2016, 31: 1400.

    [14] Saing V, Vorasayan P, Suwanwela N C. Iet Image Processing, 2018, 12: 105.

    [15] Liakos K G, Busato P, Moshou D, et al. Sensors, 2018, 18: 2674.

    [16] Zhang M F. Modern Physics Letters B, 2017, 31.

    [17] He F, Zhang L Y. Journal of Process Control, 2018, 66: 51.

    [18] Castro W, Prieto J M, Guerra R, et al. Journal of Food Engineering, 2018, 238: 95.

    [19] Fernandez-Espinosa A J. Talanta, 2016, 148: 216.

    [20] Khan S, Ullah R, Khan A. Applied Spectroscopy, 2017, 71: 2111.

    [21] Alessio S M. Signals & Communication Technology, 2016. 1.

    [22] Alberto S G, Dora B H, Francisco A. Journal of Supercomputing, 2018, 3: 1.

    [23] Chen L, Hu X M, Xu T, et al. IEEE Transactions on Intelligent Transportation Systems, 2017, 18: 3303.

    [24] Ghorbani M A, Zadeh H A, Isazadeh M, et al. Environmental Earth Sciences 2016, 75: 476.

    [25] Feng W W, Li D, Cai Z Q, et al. International Symposium on Advanced Optical Manufacturing & Testing Technologies: Optical Test, 2016, 9684.

    [26] Li A, Li Y X, Li X H. Tensor Flow and Keras-based Convolutional Neural Network in CAT Image Recognition. 2017 2nd International Conference on Computational Modeling, Simulation and Applied Mathematics (CMSAM), 2017. 529.

    [27] Salehi N, Monsefi R, Yazdi H S. Knowledge-Based Systems, 2018, 151: 62.

    [28] Zhao H Z, Liu F X, Li L Y, et al. Applied Intelligence, 2017, 48: 1707.

    [29] Bako S, Vogels T, Mcwilliams B, et al. ACM Transactions on Graphics, 2017, 36: 1.

    [30] Kingma D P, Ba J. Adam: A Method for Stochastic Optimization. Computer Science, 2014.

    [31] Chen B S, Wu H A, Li S F Y. Talanta, 2014, 120: 325.

    [32] de Myttenaere A, Golden B, Le Grand B, et al. Neurocomputing, 2016, 192: 38.

    [33] Khair U, Fahmi H, Al Hakim S, et al. Forecasting Error Calculation with Mean Absolute Deviation and Mean Absolute Percentage Error. International Conference on Information and Communication Technology (IconICT), 2017. 930.

    [34] Wang X Z, Wang R, Xu C. IEEE Transactions on Cybernetics, 2017, 48: 703.

    [35] Zhao H, Liu F, Li L, et al. Applied Intelligence, 2018, 48(7): 1707.

    [36] LIU Fei, DONG Da-ming, ZHAO Xian-de, et al. Spectroscopy and Spectral Analysis, 2017, 37(9): 2724.

    [37] Jiang M Y, Liang Y C, Feng X Y, et al. Neural Computing & Applications, 2016, 29: 61.

    JIA Wen-shen, ZHANG Heng-zhi, MA Jie, LIANG Gang, WANG Ji-hua, LIU Xin. Study on the Predication Modeling of COD for Water Based on UV-VIS Spectroscopy and CNN Algorithm of Deep Learning[J]. Spectroscopy and Spectral Analysis, 2020, 40(9): 2981
    Download Citation