메뉴 건너뛰기




Volumn 2014, Issue , 2014, Pages

Nonlinear methodologies for identifying seismic event and nuclear explosion using random forest, support vector machine, and naive bayes classification

Author keywords

[No Author keywords available]

Indexed keywords


EID: 84896457111     PISSN: 10853375     EISSN: 16870409     Source Type: Journal    
DOI: 10.1155/2014/459137     Document Type: Article
Times cited : (86)

References (34)
  • 1
    • 84886647906 scopus 로고    scopus 로고
    • A microseismic/acoustic emission source location method using arrival times of PS waves for unknown velocity system
    • 307489 10.1155/2013/307489
    • Dong L., Li X., A microseismic/acoustic emission source location method using arrival times of PS waves for unknown velocity system. International Journal of Distributed Sensor Networks 2013 2013 8 307489 10.1155/2013/307489
    • (2013) International Journal of Distributed Sensor Networks , vol.2013 , pp. 8
    • Dong, L.1    Li, X.2
  • 2
    • 84872357253 scopus 로고    scopus 로고
    • Three-dimensional analytical solution of acoustic emission or microseismic source location under cube monitoring network
    • Dong L., Li X., Three-dimensional analytical solution of acoustic emission or microseismic source location under cube monitoring network. Transactions of Nonferrous Metals Society of China 2012 22 12 3087 3094
    • (2012) Transactions of Nonferrous Metals Society of China , vol.22 , Issue.12 , pp. 3087-3094
    • Dong, L.1    Li, X.2
  • 3
    • 84863011107 scopus 로고    scopus 로고
    • Comparison of two methods in acoustic emission source location using four sensors without measuring sonic speed
    • 2-s2.0-84855795162 10.1166/sl.2011.1540
    • Li X. B., Dong L. J., Comparison of two methods in acoustic emission source location using four sensors without measuring sonic speed. Sensor Letters 2011 9 5 2025 2029 2-s2.0-84855795162 10.1166/sl.2011.1540
    • (2011) Sensor Letters , vol.9 , Issue.5 , pp. 2025-2029
    • Li, X.B.1    Dong, L.J.2
  • 4
    • 84896467833 scopus 로고    scopus 로고
    • Hypocenter relocation for Wenchuan Ms 8. 0 and Lushan Ms 7. 0 earthquakes using TT and TD methods
    • Dong L., Li X., Hypocenter relocation for Wenchuan Ms 8. 0 and Lushan Ms 7. 0 earthquakes using TT and TD methods. Disaster Advances 2013 6 13 304 313
    • (2013) Disaster Advances , vol.6 , Issue.13 , pp. 304-313
    • Dong, L.1    Li, X.2
  • 5
    • 0033402363 scopus 로고    scopus 로고
    • Spectral discrimination analysis of Eurasian nuclear tests and earthquakes recorded by the Israel Seismic Network and the NORESS array
    • DOI 10.1016/S0031-9201(99)00017-5, PII S0031920199000175, Recent advances in earthquake monitoring and seismic network operations
    • Gitterman Y., Pinsky V., Shapira A., Spectral discrimination analysis of Eurasian nuclear tests and earthquakes recorded by the Israel Seismic Network and the NORESS array. Physics of the Earth and Planetary Interiors 1999 113 1-4 111 129 2-s2.0-0033402363 10.1016/S0031-9201(99)00017-5 (Pubitemid 30075721)
    • (1999) Physics of the Earth and Planetary Interiors , vol.113 , Issue.1-4 , pp. 111-129
    • Gitterman, Y.1    Pinsky, V.2    Shapira, A.3
  • 6
    • 33846074752 scopus 로고    scopus 로고
    • Discrimination of delay-fired mine blasts in Wyoming using an automatic time-frequency discriminant
    • DOI 10.1785/0120060039
    • Arrowsmith S. J., Arrowsmith M. D., Hedlin M. A. H., Stump B., Discrimination of delay-fired mine blasts in Wyoming using an automatic time-frequency discriminant. Bulletin of the Seismological Society of America 2006 96 6 2368 2382 2-s2.0-33846074752 10.1785/0120060039 (Pubitemid 46070715)
    • (2006) Bulletin of the Seismological Society of America , vol.96 , Issue.6 , pp. 2368-2382
    • Arrowsmith, S.J.1    Arrowsmith, M.D.2    Hedlin, M.A.H.3    Stump, B.4
  • 8
    • 0027385703 scopus 로고
    • Discrimination of chemical explosions and earthquakes in central Europe -A case study
    • Wuster J., Discrimination of chemical explosions and earthquakes in central Europe-a case study. Bulletin of the Seismological Society of America 1993 83 4 1184 1212 2-s2.0-0027385703 (Pubitemid 23394903)
    • (1993) Bulletin - Seismological Society of America , vol.83 , Issue.4 , pp. 1184-1212
    • Wuster, J.1
  • 10
    • 0027382719 scopus 로고
    • Discrimination of explosions from simultaneous mining blasts
    • Smith A. T., Discrimination of explosions from simultaneous mining blasts. Bulletin of the Seismological Society of America 1993 83 1 160 179 2-s2.0-0027382719 (Pubitemid 23391415)
    • (1993) Bulletin - Seismological Society of America , vol.83 , Issue.1 , pp. 160-179
    • Smith, A.T.1
  • 11
    • 0025997848 scopus 로고
    • Regional seismic waveform discriminants and case-based event identification using regional arrays
    • 2-s2.0-0025997848
    • Baumgardt D. R., Young G. B., Regional seismic waveform discriminants and case-based event identification using regional arrays. Bulletin of the Seismological Society of America 1990 80 6 1874 1892 2-s2.0-0025997848
    • (1990) Bulletin of the Seismological Society of America , vol.80 , Issue.6 , pp. 1874-1892
    • Baumgardt, D.R.1    Young, G.B.2
  • 13
    • 0005445243 scopus 로고
    • Regional m/sub b: M/sub s/discrimination of NTS explosions and western United States earthquakes
    • Livermore, Calif, USA Lawrence Livermore National Laboratory
    • Taylor S., Denny M., Vergino E., Regional m/sub b: M/sub s/discrimination of NTS explosions and western United States earthquakes. Progress Report 1986 Livermore, Calif, USA Lawrence Livermore National Laboratory
    • (1986) Progress Report
    • Taylor, S.1    Denny, M.2    Vergino, E.3
  • 14
    • 15144357685 scopus 로고    scopus 로고
    • Discrimination of small earthquakes and artificial explosions in the Korean Peninsula using Pg/Lg ratios
    • DOI 10.1046/j.1365-246X.1998.00575.x
    • Kim S. G., Park Y., Kim W., Discrimination of small earthquakes and artificial explosions in the Korean Peninsula using Pg/Lg ratios. Geophysical Journal International 1998 134 1 267 276 2-s2.0-15144357685 10.1046/j.1365-246X. 1998.00575.x (Pubitemid 28472556)
    • (1998) Geophysical Journal International , vol.134 , Issue.1 , pp. 267-276
    • Kim, S.G.1    Park, Y.-C.2    Kim, W.-Y.3
  • 15
    • 0024257484 scopus 로고
    • Spectral evidence for source multiplicity in explosions: Application to regional discrimination of earthquakes and explosions
    • 2-s2.0-0024257484
    • Baumgardt D. R., Ziegler K. A., Spectral evidence for source multiplicity in explosions: application to regional discrimination of earthquakes and explosions. Bulletin of the Seismological Society of America 1988 78 5 1773 1795 2-s2.0-0024257484
    • (1988) Bulletin of the Seismological Society of America , vol.78 , Issue.5 , pp. 1773-1795
    • Baumgardt, D.R.1    Ziegler, K.A.2
  • 16
    • 0026084098 scopus 로고
    • An automatic means to discriminate between earthquakes and quarry blasts
    • 2-s2.0-0026084098
    • Hedlin M. A. H., Minster J. B., Orcutt J. A., An automatic means to discriminate between earthquakes and quarry blasts. Bulletin of the Seismological Society of America 1990 80 6 2143 2160 2-s2.0-0026084098
    • (1990) Bulletin of the Seismological Society of America , vol.80 , Issue.6 , pp. 2143-2160
    • Hedlin, M.A.H.1    Minster, J.B.2    Orcutt, J.A.3
  • 17
    • 0027865068 scopus 로고
    • Spectra of quarry blasts and microearthquakes recorded at local distances in Israel
    • Gitterman Y., van Eck T., Spectra of quarry blasts and microearthquakes recorded at local distances in Israel. Bulletin of the Seismological Society of America 1993 83 6 1799 1812 2-s2.0-0027865068 (Pubitemid 24422511)
    • (1993) Bulletin - Seismological Society of America , vol.83 , Issue.6 , pp. 1799-1812
    • Gitterman, Y.1    Van Eck, T.2
  • 18
  • 19
    • 84885866264 scopus 로고    scopus 로고
    • Comparisons of Logistic regression and Fisher discriminant classifier to seismic event identification
    • Dong L., Li X., Ma C., Zhu W., Comparisons of Logistic regression and Fisher discriminant classifier to seismic event identification. Disaster Advances 2013 6 supplement 4 1 8
    • (2013) Disaster Advances , vol.6 , Issue.SUPPL. 4 , pp. 1-8
    • Dong, L.1    Li, X.2    Ma, C.3    Zhu, W.4
  • 20
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • DOI 10.1023/A:1010933404324
    • Breiman L., Random forests. Machine Learning 2001 45 1 5 32 2-s2.0-0035478854 10.1023/A:1010933404324 ZBL1007.68152 (Pubitemid 32933532)
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 22
    • 33846535880 scopus 로고    scopus 로고
    • Modern data mining tools in descriptive sensory analysis: A case study with a Random forest approach
    • DOI 10.1016/j.foodqual.2006.11.001, PII S0950329306001522
    • Granitto P. M., Gasperi F., Biasioli F., Trainotti E., Furlanello C., Modern data mining tools in descriptive sensory analysis: a case study with a Random forest approach. Food Quality and Preference 2007 18 4 681 689 2-s2.0-33846535880 10.1016/j.foodqual.2006.11.001 (Pubitemid 46158305)
    • (2007) Food Quality and Preference , vol.18 , Issue.4 , pp. 681-689
    • Granitto, P.M.1    Gasperi, F.2    Biasioli, F.3    Trainotti, E.4    Furlanello, C.5
  • 23
    • 77957922514 scopus 로고    scopus 로고
    • Variable selection using random forests
    • 2-s2.0-77957922514 10.1016/j.patrec.2010.03.014
    • Genuer R., Poggi J., Tuleau-Malot C., Variable selection using random forests. Pattern Recognition Letters 2010 31 14 2225 2236 2-s2.0-77957922514 10.1016/j.patrec.2010.03.014
    • (2010) Pattern Recognition Letters , vol.31 , Issue.14 , pp. 2225-2236
    • Genuer, R.1    Poggi, J.2    Tuleau-Malot, C.3
  • 25
    • 84884898069 scopus 로고    scopus 로고
    • Comprehensive models for evaluating rockmass stability based on statistical comparisons of multiple classifiers
    • 395096 10.1155/2013/395096
    • Dong L., Li X., Comprehensive models for evaluating rockmass stability based on statistical comparisons of multiple classifiers. Mathematical Problems in Engineering 2013 2013 10 395096 10.1155/2013/395096
    • (2013) Mathematical Problems in Engineering , vol.2013 , pp. 10
    • Dong, L.1    Li, X.2
  • 26
    • 84862940995 scopus 로고    scopus 로고
    • Comparisons of random forest and Support Vector Machine for predicting blasting vibration characteristic parameters
    • Dong L. J., Li X. B., Xu M., Li Q., Comparisons of random forest and Support Vector Machine for predicting blasting vibration characteristic parameters. Procedia Engineering 2011 26 1772 1781
    • (2011) Procedia Engineering , vol.26 , pp. 1772-1781
    • Dong, L.J.1    Li, X.B.2    Xu, M.3    Li, Q.4
  • 27
    • 34249753618 scopus 로고
    • Support-vector networks
    • 2-s2.0-34249753618 10.1007/BF00994018 ZBL0831.68098
    • Cortes C., Vapnik V., Support-vector networks. Machine Learning 1995 20 3 273 297 2-s2.0-34249753618 10.1007/BF00994018 ZBL0831.68098
    • (1995) Machine Learning , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 28
    • 0000943086 scopus 로고
    • Automatic indexing: An experimental inquiry
    • 10.1145/321075.321084 ZBL0099.11801
    • Maron M. E., Automatic indexing: an experimental inquiry. Journal of the ACM 1961 8 3 404 417 10.1145/321075.321084 ZBL0099.11801
    • (1961) Journal of the ACM , vol.8 , Issue.3 , pp. 404-417
    • Maron, M.E.1
  • 29
    • 0027682531 scopus 로고
    • Inductive and Bayesian learning in medical diagnosis
    • 2-s2.0-0027682531
    • Kononenko I., Inductive and Bayesian learning in medical diagnosis. Applied Artificial Intelligence 1993 7 4 317 337 2-s2.0-0027682531
    • (1993) Applied Artificial Intelligence , vol.7 , Issue.4 , pp. 317-337
    • Kononenko, I.1
  • 30
    • 84865439735 scopus 로고    scopus 로고
    • Naïve Bayes classifiers with feature selection to predict hospitalization and complications due to objects swallowing and ingestion among European children
    • Berchialla P., Foltran F., Gregori D., Naïve Bayes classifiers with feature selection to predict hospitalization and complications due to objects swallowing and ingestion among European children. Safety Science 2013 51 1 1 5
    • (2013) Safety Science , vol.51 , Issue.1 , pp. 1-5
    • Berchialla, P.1    Foltran, F.2    Gregori, D.3
  • 32
    • 68049112447 scopus 로고    scopus 로고
    • Bayes discriminant analysis model and its application to the prediction and classification of rockburst
    • 2-s2.0-68049112447
    • Fu Y., Dong L., Bayes discriminant analysis model and its application to the prediction and classification of rockburst. Journal of China University of Mining and Technology 2009 38 4 56 64 2-s2.0-68049112447
    • (2009) Journal of China University of Mining and Technology , vol.38 , Issue.4 , pp. 56-64
    • Fu, Y.1    Dong, L.2
  • 33
    • 0031269184 scopus 로고    scopus 로고
    • On the optimality of the simple bayesian classifier under zero-one loss
    • Domingos P., Pazzani M., On the optimality of the simple Bayesian classifier under zero-one loss. Machine Learning 1997 29 2-3 103 130 2-s2.0-0031269184 10.1023/A:1007413511361 ZBL0892.68076 (Pubitemid 127510035)
    • (1997) Machine Learning , vol.29 , Issue.2-3 , pp. 103-130
    • Domingos, P.1    Pazzani, M.2
  • 34
    • 0031191630 scopus 로고    scopus 로고
    • The use of the area under the ROC curve in the evaluation of machine learning algorithms
    • PII S0031320396001422
    • Bradley A. P., The use of the area under the ROC curve in the evaluation of machine learning algorithms. Pattern Recognition 1997 30 7 1145 1159 2-s2.0-0031191630 (Pubitemid 127406521)
    • (1997) Pattern Recognition , vol.30 , Issue.7 , pp. 1145-1159
    • Bradley, A.P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.