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Volumn 164, Issue , 2019, Pages 174-192

An innovative hybrid air pollution early-warning system based on pollutants forecasting and Extenics evaluation

Author keywords

Air pollution early warning system; Characteristics estimation; Extenics evaluation; Hybrid model; Pollutants prediction

Indexed keywords

AIR QUALITY; ALARM SYSTEMS; DATA HANDLING; DISTRIBUTION FUNCTIONS; HEURISTIC ALGORITHMS; HEURISTIC METHODS; PETROLEUM RESERVOIR EVALUATION; QUALITY CONTROL;

EID: 85057039914     PISSN: 09507051     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.knosys.2018.10.036     Document Type: Article
Times cited : (76)

References (62)
  • 1
    • 84956904789 scopus 로고    scopus 로고
    • Application of fault tree approach for the causation mechanism of urban haze in Beijing-Considering the risk events related with exhausts of coal combustion
    • Huang, W., Fan, H., Qiu, Y., Cheng, Z., Qian, Y., Application of fault tree approach for the causation mechanism of urban haze in Beijing-Considering the risk events related with exhausts of coal combustion. Sci. Total Environ. 544 (2016), 1128–1135, 10.1016/j.scitotenv.2015.10.009.
    • (2016) Sci. Total Environ. , vol.544 , pp. 1128-1135
    • Huang, W.1    Fan, H.2    Qiu, Y.3    Cheng, Z.4    Qian, Y.5
  • 2
    • 85057061997 scopus 로고    scopus 로고
    • http://www.who.int/phe/en/.
  • 3
    • 85015946028 scopus 로고    scopus 로고
    • A novel hybrid strategy for PM2.5 concentration analysis and prediction
    • Jiang, P., Dong, Q., Li, P., A novel hybrid strategy for PM2.5 concentration analysis and prediction. J. Environ. Manag. 196 (2017), 443–457, 10.1016/j.jenvman.2017.03.046.
    • (2017) J. Environ. Manag. , vol.196 , pp. 443-457
    • Jiang, P.1    Dong, Q.2    Li, P.3
  • 4
    • 84918500080 scopus 로고    scopus 로고
    • Real time air quality forecasting using integrated parametric and non-parametric regression techniques
    • Donnelly, A., Misstear, B., Broderick, B., Real time air quality forecasting using integrated parametric and non-parametric regression techniques. Atmos. Environ. 103 (2015), 53–65, 10.1016/j.atmosenv.2014.12.011.
    • (2015) Atmos. Environ. , vol.103 , pp. 53-65
    • Donnelly, A.1    Misstear, B.2    Broderick, B.3
  • 5
    • 77954313823 scopus 로고    scopus 로고
    • An enhanced PM2.5 air quality forecast model based on nonlinear regression and back-trajectory concentrations
    • Cobourn, W.G., An enhanced PM2.5 air quality forecast model based on nonlinear regression and back-trajectory concentrations. Atmos. Environ. 44 (2010), 3015–3023, 10.1016/j.atmosenv.2010.05.009.
    • (2010) Atmos. Environ. , vol.44 , pp. 3015-3023
    • Cobourn, W.G.1
  • 6
    • 84858343140 scopus 로고    scopus 로고
    • Application of fuzzy time series models for forecasting pollution concentrations
    • Domańska, D., Wojtylak, M., Application of fuzzy time series models for forecasting pollution concentrations. Expert Syst. Appl. 39 (2012), 7673–7679, 10.1016/j.eswa.2012.01.023.
    • (2012) Expert Syst. Appl. , vol.39 , pp. 7673-7679
    • Domańska, D.1    Wojtylak, M.2
  • 7
    • 85009502186 scopus 로고    scopus 로고
    • ARIMA analysis of the effect of land surface coverage on PM10 concentrations in a high-altitude megacity
    • Zafra, C., Ángel, Y., Torres, E., ARIMA analysis of the effect of land surface coverage on PM10 concentrations in a high-altitude megacity. Atmos. Pollut. Res. 8 (2017), 660–668, 10.1016/j.apr.2017.01.002.
    • (2017) Atmos. Pollut. Res. , vol.8 , pp. 660-668
    • Zafra, C.1    Ángel, Y.2    Torres, E.3
  • 8
    • 85006364729 scopus 로고    scopus 로고
    • Analysis of cardinal grey relational grade and grey entropy on achievement of air pollution reduction by evaluating air quality trend in Japan
    • You, M.L., Shu, C.M., Chen, W.T., Shyu, M.L., Analysis of cardinal grey relational grade and grey entropy on achievement of air pollution reduction by evaluating air quality trend in Japan. J. Clean. Prod. 142 (2017), 3883–3889, 10.1016/j.jclepro.2016.10.072.
    • (2017) J. Clean. Prod. , vol.142 , pp. 3883-3889
    • You, M.L.1    Shu, C.M.2    Chen, W.T.3    Shyu, M.L.4
  • 9
    • 84964952463 scopus 로고    scopus 로고
    • Air pollutants concentrations forecasting using back propagation neural network based on wavelet decomposition with meteorological conditions
    • Bai, Y., Li, Y., Wang, X., Xie, J., Li, C., Air pollutants concentrations forecasting using back propagation neural network based on wavelet decomposition with meteorological conditions. Atmos. Pollut. Res. 7 (2016), 557–566, 10.1016/j.apr.2016.01.004.
    • (2016) Atmos. Pollut. Res. , vol.7 , pp. 557-566
    • Bai, Y.1    Li, Y.2    Wang, X.3    Xie, J.4    Li, C.5
  • 10
    • 85007569888 scopus 로고    scopus 로고
    • A novel hybrid model for air quality index forecasting based on two-phase decomposition technique and modified extreme learning machine
    • Wang, D., Wei, S., Luo, H., Yue, C., Grunder, O., A novel hybrid model for air quality index forecasting based on two-phase decomposition technique and modified extreme learning machine. Sci. Total Environ. 580 (2017), 719–733, 10.1016/j.scitotenv.2016.12.018.
    • (2017) Sci. Total Environ. , vol.580 , pp. 719-733
    • Wang, D.1    Wei, S.2    Luo, H.3    Yue, C.4    Grunder, O.5
  • 11
    • 85013665232 scopus 로고    scopus 로고
    • A novel hybrid-Garch model based on ARIMA and SVM for PM2.5concentrations forecasting
    • Wang, P., Zhang, H., Qin, Z., Zhang, G., A novel hybrid-Garch model based on ARIMA and SVM for PM2.5concentrations forecasting. Atmos. Pollut. Res. 8 (2017), 850–860, 10.1016/j.apr.2017.01.003.
    • (2017) Atmos. Pollut. Res. , vol.8 , pp. 850-860
    • Wang, P.1    Zhang, H.2    Qin, Z.3    Zhang, G.4
  • 12
    • 84876526304 scopus 로고    scopus 로고
    • A SVM-based regression model to study the air quality at local scale in Oviedo urban area (Northern Spain): A case study
    • García Nieto, P.J., Combarro, E.F., Del Coz Díaz, J.J., Montañés, E., A SVM-based regression model to study the air quality at local scale in Oviedo urban area (Northern Spain): A case study. Appl. Math. Comput. 219 (2013), 8923–8937, 10.1016/j.amc.2013.03.018.
    • (2013) Appl. Math. Comput. , vol.219 , pp. 8923-8937
    • García Nieto, P.J.1    Combarro, E.F.2    Del Coz Díaz, J.J.3    Montañés, E.4
  • 14
    • 85026850518 scopus 로고    scopus 로고
    • Air quality modeling for accountability research: Operational, dynamic, and diagnostic evaluation
    • Henneman, L.R.F., Liu, C., Hu, Y., Mulholland, J.A., Russell, A.G., Air quality modeling for accountability research: Operational, dynamic, and diagnostic evaluation. Atmos. Environ. 166 (2017), 551–565, 10.1016/j.atmosenv.2017.07.049.
    • (2017) Atmos. Environ. , vol.166 , pp. 551-565
    • Henneman, L.R.F.1    Liu, C.2    Hu, Y.3    Mulholland, J.A.4    Russell, A.G.5
  • 15
    • 56949108831 scopus 로고    scopus 로고
    • A Bayesian hierarchical model for urban air quality prediction under uncertainty
    • Liu, Y., Guo, H., Mao, G., Yang, P., A Bayesian hierarchical model for urban air quality prediction under uncertainty. Atmos. Environ. 42 (2008), 8464–8469, 10.1016/j.atmosenv.2008.08.018.
    • (2008) Atmos. Environ. , vol.42 , pp. 8464-8469
    • Liu, Y.1    Guo, H.2    Mao, G.3    Yang, P.4
  • 16
    • 84878230851 scopus 로고    scopus 로고
    • Validation of low-cost ozone measurement instruments suitable for use in an air-quality monitoring network
    • Williams, D.E., Henshaw, G.S., Bart, M., Laing, G., Wagner, J., Naisbitt, S., Salmond, J.A., Validation of low-cost ozone measurement instruments suitable for use in an air-quality monitoring network. Meas. Sci. Technol., 24, 2013, 10.1088/0957-0233/24/6/065803.
    • (2013) Meas. Sci. Technol. , vol.24
    • Williams, D.E.1    Henshaw, G.S.2    Bart, M.3    Laing, G.4    Wagner, J.5    Naisbitt, S.6    Salmond, J.A.7
  • 17
    • 79851508856 scopus 로고    scopus 로고
    • Intercomparison of air quality data using principal component analysis, and forecasting of PM10 and PM2.5 concentrations using artificial neural networks, in Thessaloniki and Helsinki
    • Voukantsis, D., Karatzas, K., Kukkonen, J., Räsänen, T., Karppinen, A., Kolehmainen, M., Intercomparison of air quality data using principal component analysis, and forecasting of PM10 and PM2.5 concentrations using artificial neural networks, in Thessaloniki and Helsinki. Sci. Total Environ. 409 (2011), 1266–1276, 10.1016/j.scitotenv.2010.12.039.
    • (2011) Sci. Total Environ. , vol.409 , pp. 1266-1276
    • Voukantsis, D.1    Karatzas, K.2    Kukkonen, J.3    Räsänen, T.4    Karppinen, A.5    Kolehmainen, M.6
  • 18
    • 85057065040 scopus 로고    scopus 로고
    • https://www.usatoday.com/story/news/world/2017/09/18/chinas-air-pollutioncausing-its-residents-die-early/677099001/.
  • 19
    • 37349056404 scopus 로고    scopus 로고
    • Air pollution in mega cities in China
    • Chan, C.K., Yao, X., Air pollution in mega cities in China. Atmos. Environ. 42 (2008), 1–42, 10.1016/j.atmosenv.2007.09.003.
    • (2008) Atmos. Environ. , vol.42 , pp. 1-42
    • Chan, C.K.1    Yao, X.2
  • 20
    • 85020289946 scopus 로고    scopus 로고
    • Particulate matter formation and its control methodologies for diesel engine: A comprehensive review
    • Mohankumar, S., Senthilkumar, P., Particulate matter formation and its control methodologies for diesel engine: A comprehensive review. Renew. Sustain. Energy Rev. 80 (2017), 1227–1238, 10.1016/j.rser.2017.05.133.
    • (2017) Renew. Sustain. Energy Rev. , vol.80 , pp. 1227-1238
    • Mohankumar, S.1    Senthilkumar, P.2
  • 21
    • 85030676826 scopus 로고    scopus 로고
    • Measuring the impact of air pollution on respiratory infection risk in China
    • Tang, S., Yan, Q., Shi, W., Wang, X., Sun, X., Yu, P., Wu, J., Xiao, Y., Measuring the impact of air pollution on respiratory infection risk in China. Environ. Pollut. 232 (2018), 477–486, 10.1016/j.envpol.2017.09.071.
    • (2018) Environ. Pollut. , vol.232 , pp. 477-486
    • Tang, S.1    Yan, Q.2    Shi, W.3    Wang, X.4    Sun, X.5    Yu, P.6    Wu, J.7    Xiao, Y.8
  • 22
    • 85037975627 scopus 로고    scopus 로고
    • Feasibility of coupled empirical and dynamic modeling to assess climate change and air pollution impacts on temperate forest vegetation of the eastern United States
    • McDonnell, T.C., Reinds, G.J., Sullivan, T.J., Clark, C.M., Bonten, L.T.C., Mol-Dijkstra, J.P., Wamelink, G.W.W., Dovciak, M., Feasibility of coupled empirical and dynamic modeling to assess climate change and air pollution impacts on temperate forest vegetation of the eastern United States. Environ. Pollut. 234 (2018), 902–914, 10.1016/j.envpol.2017.12.002.
    • (2018) Environ. Pollut. , vol.234 , pp. 902-914
    • McDonnell, T.C.1    Reinds, G.J.2    Sullivan, T.J.3    Clark, C.M.4    Bonten, L.T.C.5    Mol-Dijkstra, J.P.6    Wamelink, G.W.W.7    Dovciak, M.8
  • 23
    • 85041709931 scopus 로고    scopus 로고
    • Multi-step ahead forecasting in electrical power system using a hybrid forecasting system
    • Du, P., Wang, J., Yang, W., Niu, T., Multi-step ahead forecasting in electrical power system using a hybrid forecasting system. Renew. Energy 122 (2018), 533–550, 10.1016/j.renene.2018.01.113.
    • (2018) Renew. Energy , vol.122 , pp. 533-550
    • Du, P.1    Wang, J.2    Yang, W.3    Niu, T.4
  • 24
    • 85026831291 scopus 로고    scopus 로고
    • Research and application of a novel hybrid forecasting system based on multi-objective optimization for wind speed forecasting
    • Du, P., Wang, J., Guo, Z., Yang, W., Research and application of a novel hybrid forecasting system based on multi-objective optimization for wind speed forecasting. Energy Convers. Manag. 150 (2017), 90–107, 10.1016/j.enconman.2017.07.065.
    • (2017) Energy Convers. Manag. , vol.150 , pp. 90-107
    • Du, P.1    Wang, J.2    Guo, Z.3    Yang, W.4
  • 25
    • 85046346449 scopus 로고    scopus 로고
    • Research and application of an innovative combined model based on a modified optimization algorithm for wind speed forecasting
    • Jiang, P., Li, C., Research and application of an innovative combined model based on a modified optimization algorithm for wind speed forecasting. Meas. J. Int. Meas. Confed. 124 (2018), 395–412, 10.1016/j.measurement.2018.04.014.
    • (2018) Meas. J. Int. Meas. Confed. , vol.124 , pp. 395-412
    • Jiang, P.1    Li, C.2
  • 26
    • 85031750922 scopus 로고    scopus 로고
    • A novel hybrid system based on a new proposed algorithm—Multi-Objective Whale Optimization Algorithm for wind speed forecasting
    • Wang, J., Du, P., Niu, T., Yang, W., A novel hybrid system based on a new proposed algorithm—Multi-Objective Whale Optimization Algorithm for wind speed forecasting. Appl. Energy 208 (2017), 344–360, 10.1016/j.apenergy.2017.10.031.
    • (2017) Appl. Energy , vol.208 , pp. 344-360
    • Wang, J.1    Du, P.2    Niu, T.3    Yang, W.4
  • 27
    • 84897660104 scopus 로고    scopus 로고
    • An intelligent situation awareness support system for safety-critical environments
    • Naderpour, M., Lu, J., Zhang, G., An intelligent situation awareness support system for safety-critical environments. Decis. Support Syst. 59 (2014), 325–340, 10.1016/j.dss.2014.01.004.
    • (2014) Decis. Support Syst. , vol.59 , pp. 325-340
    • Naderpour, M.1    Lu, J.2    Zhang, G.3
  • 28
    • 84959156787 scopus 로고    scopus 로고
    • A safety-critical decision support system evaluation using situation awareness and workload measures
    • Naderpour, M., Lu, J., Zhang, G., A safety-critical decision support system evaluation using situation awareness and workload measures. Reliab. Eng. Syst. Saf. 150 (2016), 147–159, 10.1016/j.ress.2016.01.024.
    • (2016) Reliab. Eng. Syst. Saf. , vol.150 , pp. 147-159
    • Naderpour, M.1    Lu, J.2    Zhang, G.3
  • 29
    • 84994499799 scopus 로고    scopus 로고
    • Environmental status and early warning value of the pollutant Semicarbazide in Jincheng and Sishili Bays, Shandong Peninsula, China
    • Tian, X., Xu, Y., Gong, X., Han, D., Wang, Z., Zhou, Q., Sun, C., Ren, C., Xue, J., Xia, C., Environmental status and early warning value of the pollutant Semicarbazide in Jincheng and Sishili Bays, Shandong Peninsula, China. Sci. Total Environ. 576 (2017), 868–878, 10.1016/j.scitotenv.2016.10.085.
    • (2017) Sci. Total Environ. , vol.576 , pp. 868-878
    • Tian, X.1    Xu, Y.2    Gong, X.3    Han, D.4    Wang, Z.5    Zhou, Q.6    Sun, C.7    Ren, C.8    Xue, J.9    Xia, C.10
  • 30
    • 84938849391 scopus 로고    scopus 로고
    • The forecasting research of early warning systems for atmospheric pollutants: A case in Yangtze River Delta region
    • Song, Y., Qin, S., Qu, J., Liu, F., The forecasting research of early warning systems for atmospheric pollutants: A case in Yangtze River Delta region. Atmos. Environ. 118 (2015), 58–69, 10.1016/j.atmosenv.2015.06.032.
    • (2015) Atmos. Environ. , vol.118 , pp. 58-69
    • Song, Y.1    Qin, S.2    Qu, J.3    Liu, F.4
  • 31
    • 85050889171 scopus 로고    scopus 로고
    • Application of a novel early warning system based on fuzzy time series in urban air quality forecasting in China, Appl
    • Wang, J., Li, H., Lu, H., Application of a novel early warning system based on fuzzy time series in urban air quality forecasting in China, Appl. Soft Comput., 2018, 10.1016/j.asoc.2018.07.030.
    • (2018) Soft Comput.
    • Wang, J.1    Li, H.2    Lu, H.3
  • 32
    • 85020702152 scopus 로고    scopus 로고
    • A new air quality monitoring and early warning system: Air quality assessment and air pollutant concentration prediction
    • Yang, Z., Wang, J., A new air quality monitoring and early warning system: Air quality assessment and air pollutant concentration prediction. Environ. Res. 158 (2017), 105–117, 10.1016/j.envres.2017.06.002.
    • (2017) Environ. Res. , vol.158 , pp. 105-117
    • Yang, Z.1    Wang, J.2
  • 33
    • 84995617473 scopus 로고    scopus 로고
    • Air quality early-warning system for cities in China
    • Xu, Y., Yang, W., Wang, J., Air quality early-warning system for cities in China. Atmos. Environ. 148 (2017), 239–257, 10.1016/j.atmosenv.2016.10.046.
    • (2017) Atmos. Environ. , vol.148 , pp. 239-257
    • Xu, Y.1    Yang, W.2    Wang, J.3
  • 34
    • 85010000802 scopus 로고    scopus 로고
    • Research and application of a hybrid model based on dynamic fuzzy synthetic evaluation for establishing air quality forecasting and early warning system: A case study in China
    • Xu, Y., Du, P., Wang, J., Research and application of a hybrid model based on dynamic fuzzy synthetic evaluation for establishing air quality forecasting and early warning system: A case study in China. Environ. Pollut. 223 (2017), 435–448, 10.1016/j.envpol.2017.01.043.
    • (2017) Environ. Pollut. , vol.223 , pp. 435-448
    • Xu, Y.1    Du, P.2    Wang, J.3
  • 35
    • 85019058342 scopus 로고    scopus 로고
    • Developing an early-warning system for air quality prediction and assessment of cities in China
    • Wang, J., Zhang, X., Guo, Z., Lu, H., Developing an early-warning system for air quality prediction and assessment of cities in China. Expert Syst. Appl. 84 (2017), 102–116, 10.1016/j.eswa.2017.04.059.
    • (2017) Expert Syst. Appl. , vol.84 , pp. 102-116
    • Wang, J.1    Zhang, X.2    Guo, Z.3    Lu, H.4
  • 36
    • 85040313442 scopus 로고    scopus 로고
    • The early-warning system based on hybrid optimization algorithm and fuzzy synthetic evaluation model
    • Li, R., Jin, Y., The early-warning system based on hybrid optimization algorithm and fuzzy synthetic evaluation model. Inf. Sci. (Ny) 435 (2018), 296–319, 10.1016/j.ins.2017.12.040.
    • (2018) Inf. Sci. (Ny) , vol.435 , pp. 296-319
    • Li, R.1    Jin, Y.2
  • 37
    • 85042861397 scopus 로고    scopus 로고
    • Two-phase particle swarm optimized-support vector regression hybrid model integrated with improved empirical mode decomposition with adaptive noise for multiple-horizon electricity demand forecasting
    • AL-Musaylh, M.S., Deo, R.C., Li, Y., Adamowski, J.F., Two-phase particle swarm optimized-support vector regression hybrid model integrated with improved empirical mode decomposition with adaptive noise for multiple-horizon electricity demand forecasting. Appl. Energy 217 (2018), 422–439, 10.1016/j.apenergy.2018.02.140.
    • (2018) Appl. Energy , vol.217 , pp. 422-439
    • AL-Musaylh, M.S.1    Deo, R.C.2    Li, Y.3    Adamowski, J.F.4
  • 38
    • 85044624738 scopus 로고    scopus 로고
    • Short-term wind speed prediction using an extreme learning machine model with error correction
    • Wang, L., Li, X., Bai, Y., Short-term wind speed prediction using an extreme learning machine model with error correction. Energy Convers. Manag. 162 (2018), 239–250, 10.1016/j.enconman.2018.02.015.
    • (2018) Energy Convers. Manag. , vol.162 , pp. 239-250
    • Wang, L.1    Li, X.2    Bai, Y.3
  • 41
    • 85008675489 scopus 로고    scopus 로고
    • Decay ratio estimation in BWRs based on the improved complete ensemble empirical mode decomposition with adaptive noise
    • Olvera-Guerrero, O.A., Prieto-Guerrero, A., Espinosa-Paredes, G., Decay ratio estimation in BWRs based on the improved complete ensemble empirical mode decomposition with adaptive noise. Ann. Nucl. Energy 102 (2017), 280–296, 10.1016/j.anucene.2016.12.035.
    • (2017) Ann. Nucl. Energy , vol.102 , pp. 280-296
    • Olvera-Guerrero, O.A.1    Prieto-Guerrero, A.2    Espinosa-Paredes, G.3
  • 42
    • 84892441792 scopus 로고    scopus 로고
    • Optimal parameters selection for BP neural network based on particle swarm optimization: A case study of wind speed forecasting
    • Ren, C., An, N., Wang, J., Li, L., Hu, B., Shang, D., Optimal parameters selection for BP neural network based on particle swarm optimization: A case study of wind speed forecasting. Knowl.-Based Syst. 56 (2014), 226–239, 10.1016/j.knosys.2013.11.015.
    • (2014) Knowl.-Based Syst. , vol.56 , pp. 226-239
    • Ren, C.1    An, N.2    Wang, J.3    Li, L.4    Hu, B.5    Shang, D.6
  • 43
    • 85043496305 scopus 로고    scopus 로고
    • Effective tourist volume forecasting supported by PCA and improved BPNN using Baidu index
    • Li, S., Chen, T., Wang, L., Ming, C., Effective tourist volume forecasting supported by PCA and improved BPNN using Baidu index. Tour. Manag 68 (2018), 116–126, 10.1016/j.tourman.2018.03.006.
    • (2018) Tour. Manag , vol.68 , pp. 116-126
    • Li, S.1    Chen, T.2    Wang, L.3    Ming, C.4
  • 44
    • 84912082946 scopus 로고    scopus 로고
    • Parameters optimization of laser brazing in crimping butt using Taguchi and BPNN-GA
    • Rong, Y., Zhang, Z., Zhang, G., Yue, C., Gu, Y., Huang, Y., Wang, C., Shao, X., Parameters optimization of laser brazing in crimping butt using Taguchi and BPNN-GA. Opt. Lasers Eng. 67 (2015), 94–104, 10.1016/j.optlaseng.2014.10.009.
    • (2015) Opt. Lasers Eng. , vol.67 , pp. 94-104
    • Rong, Y.1    Zhang, Z.2    Zhang, G.3    Yue, C.4    Gu, Y.5    Huang, Y.6    Wang, C.7    Shao, X.8
  • 45
    • 84879070321 scopus 로고    scopus 로고
    • Evolving artificial neural network and imperialist competitive algorithm for prediction oil flow rate of the reservoir
    • Ahmadi, M.A., Ebadi, M., Shokrollahi, A., Javad Majidi, S.M., Evolving artificial neural network and imperialist competitive algorithm for prediction oil flow rate of the reservoir. Appl. Soft Comput. J. 13 (2013), 1085–1098, 10.1016/j.asoc.2012.10.009.
    • (2013) Appl. Soft Comput. J. , vol.13 , pp. 1085-1098
    • Ahmadi, M.A.1    Ebadi, M.2    Shokrollahi, A.3    Javad Majidi, S.M.4
  • 46
    • 77957826663 scopus 로고    scopus 로고
    • Solving the integrated product mix-outsourcing problem using the imperialist competitive algorithm
    • Nazari-Shirkouhi, S., Eivazy, H., Ghodsi, R., Rezaie, K., Atashpaz-Gargari, E., Solving the integrated product mix-outsourcing problem using the imperialist competitive algorithm. Expert Syst. Appl. 37 (2010), 7615–7626, 10.1016/j.eswa.2010.04.081.
    • (2010) Expert Syst. Appl. , vol.37 , pp. 7615-7626
    • Nazari-Shirkouhi, S.1    Eivazy, H.2    Ghodsi, R.3    Rezaie, K.4    Atashpaz-Gargari, E.5
  • 47
    • 84979461248 scopus 로고    scopus 로고
    • Optimizing an inventory model with fuzzy demand, backordering, and discount using a hybrid imperialist competitive algorithm
    • Sadeghi, J., Mousavi, S.M., Niaki, S.T.A., Optimizing an inventory model with fuzzy demand, backordering, and discount using a hybrid imperialist competitive algorithm. Appl. Math. Model. 40 (2016), 7318–7335, 10.1016/j.apm.2016.03.013.
    • (2016) Appl. Math. Model. , vol.40 , pp. 7318-7335
    • Sadeghi, J.1    Mousavi, S.M.2    Niaki, S.T.A.3
  • 48
    • 0012257227 scopus 로고    scopus 로고
    • Extension theory and its application
    • Cai, W., Extension theory and its application. Chinese Sci. Bull. 44 (1999), 1538–1548, 10.1007/BF02886090.
    • (1999) Chinese Sci. Bull. , vol.44 , pp. 1538-1548
    • Cai, W.1
  • 49
    • 84898753043 scopus 로고    scopus 로고
    • Extenics-based test case generation for UML activity diagram
    • Li, L., Li, X., He, T., Xiong, J., Extenics-based test case generation for UML activity diagram. Procedia Comput. Sci., 2013, 1186–1193, 10.1016/j.procs.2013.05.151.
    • (2013) Procedia Comput. Sci. , pp. 1186-1193
    • Li, L.1    Li, X.2    He, T.3    Xiong, J.4
  • 50
    • 84960903357 scopus 로고    scopus 로고
    • Study on the mechanism of improving creative thinking capability based on Extenics
    • Chen, A., Dong, L., Liu, W., Li, X., Sao, T., Zhang, J., Study on the mechanism of improving creative thinking capability based on Extenics. Procedia Comput. Sci., 2015, 119–125, 10.1016/j.procs.2015.07.017.
    • (2015) Procedia Comput. Sci. , pp. 119-125
    • Chen, A.1    Dong, L.2    Liu, W.3    Li, X.4    Sao, T.5    Zhang, J.6
  • 51
    • 84984986331 scopus 로고    scopus 로고
    • Extenics-based study on evaluation of urban community home-care service for the elderly
    • Zhou, Y., Hao, L., Liu, W., Extenics-based study on evaluation of urban community home-care service for the elderly. Procedia Comput. Sci., 2016, 576–580, 10.1016/j.procs.2016.07.146.
    • (2016) Procedia Comput. Sci. , pp. 576-580
    • Zhou, Y.1    Hao, L.2    Liu, W.3
  • 52
    • 84985018848 scopus 로고    scopus 로고
    • Extenics-based testing method of divergent thinking quotient
    • He, H., Liu, W., Yu, J., Li, X., Extenics-based testing method of divergent thinking quotient. Procedia Comput. Sci., 2016, 151–157, 10.1016/j.procs.2016.07.052.
    • (2016) Procedia Comput. Sci. , pp. 151-157
    • He, H.1    Liu, W.2    Yu, J.3    Li, X.4
  • 53
    • 84898768155 scopus 로고    scopus 로고
    • Study on innovation capability of college students based on extenics and theory of creativity
    • Chen, A., Li, L., Li, X., Zhang, J., Dong, L., Study on innovation capability of college students based on extenics and theory of creativity. Procedia Comput. Sci., 2013, 1194–1201, 10.1016/j.procs.2013.05.152.
    • (2013) Procedia Comput. Sci. , pp. 1194-1201
    • Chen, A.1    Li, L.2    Li, X.3    Zhang, J.4    Dong, L.5
  • 54
    • 56349093066 scopus 로고    scopus 로고
    • Application of extension theory in misfire fault diagnosis of gasoline engines
    • Ye, J., Application of extension theory in misfire fault diagnosis of gasoline engines. Expert Syst. Appl. 36 (2009), 1217–1221, 10.1016/j.eswa.2007.11.012.
    • (2009) Expert Syst. Appl. , vol.36 , pp. 1217-1221
    • Ye, J.1
  • 55
    • 76049090465 scopus 로고    scopus 로고
    • Application of Life Cycle Assessment (LCA) and extenics theory for building energy conservation assessment
    • Zheng, G., Jing, Y., Huang, H., Zhang, X., Gao, Y., Application of Life Cycle Assessment (LCA) and extenics theory for building energy conservation assessment. Energy 34 (2009), 1870–1879, 10.1016/j.energy.2009.07.035.
    • (2009) Energy , vol.34 , pp. 1870-1879
    • Zheng, G.1    Jing, Y.2    Huang, H.3    Zhang, X.4    Gao, Y.5
  • 56
    • 84938202030 scopus 로고    scopus 로고
    • Unbiasedness and biasedness of the Jonckheere-Terpstra and the Kruskal-Wallis tests
    • Murakami, H., Lee, S.K., Unbiasedness and biasedness of the Jonckheere-Terpstra and the Kruskal-Wallis tests. J. Korean Stat. Soc. 44 (2015), 342–351, 10.1016/j.jkss.2014.10.001.
    • (2015) J. Korean Stat. Soc. , vol.44 , pp. 342-351
    • Murakami, H.1    Lee, S.K.2
  • 57
    • 0000032342 scopus 로고    scopus 로고
    • How effective are neural networks at forecasting and prediction? A review and evaluation
    • Adya, M., Collopy, F., How effective are neural networks at forecasting and prediction? A review and evaluation. J. Forecast. 17 (1998), 481–495, 10.1002/(SICI)1099-131X(1998090)17:5/6<481::AID-FOR709>3.0.CO;2-Q.
    • (1998) J. Forecast. , vol.17 , pp. 481-495
    • Adya, M.1    Collopy, F.2
  • 58
    • 85010282413 scopus 로고    scopus 로고
    • A combined model based on CEEMDAN and modified flower pollination algorithm for wind speed forecasting
    • Zhang, W., Qu, Z., Zhang, K., Mao, W., Ma, Y., Fan, X., A combined model based on CEEMDAN and modified flower pollination algorithm for wind speed forecasting. Energy Convers. Manag. 136 (2017), 439–451, 10.1016/j.enconman.2017.01.022.
    • (2017) Energy Convers. Manag. , vol.136 , pp. 439-451
    • Zhang, W.1    Qu, Z.2    Zhang, K.3    Mao, W.4    Ma, Y.5    Fan, X.6
  • 59
  • 60
    • 85057063800 scopus 로고    scopus 로고
    • https://en.wikipedia.org/wiki/Beijing.
  • 61
    • 85057042795 scopus 로고    scopus 로고
    • https://en.wikipedia.org/wiki/Hangzhou#Geography_and_climate.
  • 62
    • 85042916445 scopus 로고    scopus 로고
    • Research and application of a novel hybrid air quality early-warning system: A case study in China
    • Li, C., Zhu, Z., Research and application of a novel hybrid air quality early-warning system: A case study in China. Sci. Total Environ. 626 (2018), 1421–1438, 10.1016/j.scitotenv.2018.01.195.
    • (2018) Sci. Total Environ. , vol.626 , pp. 1421-1438
    • Li, C.1    Zhu, Z.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.