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Volumn 39, Issue 3, 2012, Pages 3071-3080

Leak detection of pipeline: An integrated approach of rough set theory and artificial bee colony trained SVM

Author keywords

Artificial bee colony (ABC) algorithm; Leak detection; Rough set theory; Rule generation; Support vector machine (SVM)

Indexed keywords

ARTIFICIAL BEE COLONIES; ARTIFICIAL BEE COLONY (ABC) ALGORITHM; DECISION MAKING PROCESS; DETECTION AND LOCALIZATION; DETECTION SCHEME; ENHANCED PARTICLE SWARM OPTIMIZATION; EXPERIMENTAL DATA; FINANCIAL LOSS; FOOD SEARCHING; HONEY BEE; INTEGRATED APPROACH; PUBLIC HEALTH; RULE GENERATION; SUPPORT VECTOR; SVM CLASSIFIERS; SWARM INTELLIGENCE TECHNIQUES;

EID: 80255124873     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.08.170     Document Type: Article
Times cited : (118)

References (38)
  • 1
    • 60249095678 scopus 로고    scopus 로고
    • Least squares twin support vector machines
    • M. Arun, and M. Gopal Least squares twin support vector machines Expert Systems with Applications 36 4 2009 7535 7543
    • (2009) Expert Systems with Applications , vol.36 , Issue.4 , pp. 7535-7543
    • Arun, M.1    Gopal, M.2
  • 2
    • 0032451569 scopus 로고    scopus 로고
    • Leak detection in liquefied gas pipelines by artificial neural networks
    • S. Belsito, P. Lombardi, P. Andreussi, and S. Banerjee Leak detection in liquefied gas pipelines by artificial neural networks AICHE Journal 44 12 1998
    • (1998) AICHE Journal , vol.44 , Issue.12
    • Belsito, S.1    Lombardi, P.2    Andreussi, P.3    Banerjee, S.4
  • 3
    • 33845633182 scopus 로고    scopus 로고
    • Forecasting systems reliability based on support vector regression with genetic algorithms
    • K.Y. Chen Forecasting systems reliability based on support vector regression with genetic algorithms Reliability Engineering and System Safety 92 4 2007 423 432
    • (2007) Reliability Engineering and System Safety , vol.92 , Issue.4 , pp. 423-432
    • Chen, K.Y.1
  • 4
  • 5
    • 56749087040 scopus 로고    scopus 로고
    • Msc. Thesis. School of artificial intelligence, University of Edinburgh, United Kingdom
    • Chouchoulas, A. (1999). A Rough Set Approach to Text Classification. Msc. Thesis. School of artificial intelligence, University of Edinburgh, United Kingdom.
    • (1999) A Rough Set Approach to Text Classification
    • Chouchoulas, A.1
  • 6
    • 33846227548 scopus 로고    scopus 로고
    • A support vector machine integrated system for the classification of operation anomalies in nuclear components and systems
    • DOI 10.1016/j.ress.2006.02.003, PII S0951832006000548, Recent Adances in Theory and Applications of Stochastic Point Process Models in Reliability Engineering
    • M. Claudio, S. Rocco, and E. Zio A support vector machine integrated system for the classification of operation anomalies in nuclear components and systems Reliability Engineering and System Safety 92 5 2007 593 600 (Pubitemid 46108529)
    • (2007) Reliability Engineering and System Safety , vol.92 , Issue.5 , pp. 593-600
    • Rocco, S.C.M.1    Zio, E.2
  • 7
    • 77956616686 scopus 로고    scopus 로고
    • Leak detection of hydrogen-natural gas mixtures in pipes using the characteristics method of specified time intervals
    • S. Elaoud, L.H. Taieb, and E.H. Taieb Leak detection of hydrogen-natural gas mixtures in pipes using the characteristics method of specified time intervals Journal of Loss Prevention in the Process Industries 23 2010 637 645
    • (2010) Journal of Loss Prevention in the Process Industries , vol.23 , pp. 637-645
    • Elaoud, S.1    Taieb, L.H.2    Taieb, E.H.3
  • 9
    • 2442665617 scopus 로고    scopus 로고
    • Credit rating analysis with support vector machines and neural networks: A market comparative study
    • Z. Huang, H. Chen, C.J. Hsu, W.H. Chen, and S. Wu Credit rating analysis with support vector machines and neural networks: A market comparative study Decision Support System 37 4 2004 481 491
    • (2004) Decision Support System , vol.37 , Issue.4 , pp. 481-491
    • Huang, Z.1    Chen, H.2    Hsu, C.J.3    Chen, W.H.4    Wu, S.5
  • 10
    • 35148827874 scopus 로고    scopus 로고
    • An idea based on honey bee swarm for numerical optimization
    • Engineering Faculty, Computer Engineering Department
    • Karaboga, D. (2005). An idea based on honey bee swarm for numerical optimization. Technical Report-TR06, Erciyes University, Engineering Faculty, Computer Engineering Department.
    • (2005) Technical Report-TR06, Erciyes University
    • Karaboga, D.1
  • 11
    • 37249039513 scopus 로고    scopus 로고
    • An artificial bee colony (ABC) algorithm for numerical function optimization
    • Indiana Polis, Indiana, USA
    • Karaboga, D.; & Basturk, B. (2006). An artificial bee colony (ABC) algorithm for numerical function optimization. In: IEEE swarm intelligence symposium, Indiana Polis, Indiana, USA.
    • (2006) IEEE Swarm Intelligence Symposium
    • Karaboga, D.1    Basturk, B.2
  • 12
    • 35148821762 scopus 로고    scopus 로고
    • A powerful and efficient algorithm for numerical function optimization: Artificial bee colony (ABC) algorithm
    • DOI 10.1007/s10898-007-9149-x
    • D. Karaboga, and B. Basturk A powerful and efficient algorithm for numerical function optimization: Artificial bee colony (ABC) algorithm Journal of Global Optimisation 39 2007 459 471 (Pubitemid 47551831)
    • (2007) Journal of Global Optimization , vol.39 , Issue.3 , pp. 459-471
    • Karaboga, D.1    Basturk, B.2
  • 14
    • 71949094016 scopus 로고    scopus 로고
    • Detection of leak acoustic in buried gas pipe based on time-frequency analysis
    • M.S. Kim, and S.K. Lee Detection of leak acoustic in buried gas pipe based on time-frequency analysis Journal of Loss Prevention in the Process Industries 22 2009 990 994
    • (2009) Journal of Loss Prevention in the Process Industries , vol.22 , pp. 990-994
    • Kim, M.S.1    Lee, S.K.2
  • 16
    • 48749109333 scopus 로고    scopus 로고
    • Particle swarm optimization for parameter determination and feature selection of support vector machine
    • S.W. Lin, K.C. Ying, S.C. Chen, and Z.J. Lee Particle swarm optimization for parameter determination and feature selection of support vector machine Expert Systems with Applications 35 4 2008 1817 1824
    • (2008) Expert Systems with Applications , vol.35 , Issue.4 , pp. 1817-1824
    • Lin, S.W.1    Ying, K.C.2    Chen, S.C.3    Lee, Z.J.4
  • 18
    • 0035241789 scopus 로고    scopus 로고
    • Leak detection in pipes by frequency response method
    • DOI 10.1061/(ASCE)0733-9429(2001)127:2(134)
    • W. Mpesha, S.L. Gassman, and M.H. Chaudhry Leak detection in pipes by frequency response method Journal of Hydraulic Engineering 127 2001 134 147 (Pubitemid 32158865)
    • (2001) Journal of Hydraulic Engineering , vol.127 , Issue.2 , pp. 134-147
    • Mpesha, W.1    Gassman, S.L.2    Chaudhry, M.H.3
  • 19
    • 70449525203 scopus 로고    scopus 로고
    • Power load forecasting using support vector machine and ant colony optimization
    • D. Niu, Y. Wang, and D.D. Wu Power load forecasting using support vector machine and ant colony optimization Expert Systems with Application 37 3 2010 2531 2539
    • (2010) Expert Systems with Application , vol.37 , Issue.3 , pp. 2531-2539
    • Niu, D.1    Wang, Y.2    Wu, D.D.3
  • 20
    • 60849108317 scopus 로고    scopus 로고
    • Rough set theory with discriminant analysis in analyzing electricity loads
    • P.F. Pai, and T.C. Chen Rough set theory with discriminant analysis in analyzing electricity loads Expert Systems with Applications 36 5 2009 8799 8806
    • (2009) Expert Systems with Applications , vol.36 , Issue.5 , pp. 8799-8806
    • Pai, P.F.1    Chen, T.C.2
  • 21
    • 84990374626 scopus 로고    scopus 로고
    • Interactive enhanced particle swarm optimization: A multi-objective reliability application
    • M.K. Pandey, M.K. Tiwari, and M.J. Zuo Interactive enhanced particle swarm optimization: A multi-objective reliability application Journal of Risk & Reliability 221 2007 170 191
    • (2007) Journal of Risk & Reliability , vol.221 , pp. 170-191
    • Pandey, M.K.1    Tiwari, M.K.2    Zuo, M.J.3
  • 23
    • 76849098669 scopus 로고    scopus 로고
    • A SVM based pipeline leakage detection and pre-warning system
    • Z. Qu, H.F.Z. Zeng, J. Zhuge, and S. Jin A SVM based pipeline leakage detection and pre-warning system Measurement 43 2010 513 519
    • (2010) Measurement , vol.43 , pp. 513-519
    • Qu, Z.1    Zeng, H.F.Z.2    Zhuge, J.3    Jin, S.4
  • 24
    • 3142768423 scopus 로고    scopus 로고
    • Self-organizing hierarchical particle swarm optimizer with time varying acceleration coefficients
    • A. Ratnaweera, S.K. Halgamuge, and H.C. Watson Self-organizing hierarchical particle swarm optimizer with time varying acceleration coefficients IEEE Transaction on Evolutionary Computation 8 2004 240 254
    • (2004) IEEE Transaction on Evolutionary Computation , vol.8 , pp. 240-254
    • Ratnaweera, A.1    Halgamuge, S.K.2    Watson, H.C.3
  • 26
    • 2442680635 scopus 로고    scopus 로고
    • Applying rough set to market timing decisions
    • L. Shen, and H.T. Loh Applying rough set to market timing decisions Decision Support System 37 4 2004 583 597
    • (2004) Decision Support System , vol.37 , Issue.4 , pp. 583-597
    • Shen, L.1    Loh, H.T.2
  • 27
    • 84947807745 scopus 로고    scopus 로고
    • Comparison between genetic algorithm and particle swarm optimization
    • lecture notes in computer science-evolutionary programming VII, 1447
    • Shi Y. and Eberhart, R.C. (1998). Comparison between genetic algorithm and particle swarm optimization. In lecture notes in computer science-evolutionary programming VII, 1447, In: Proceedings of 7th international conference on evolutionary programming, (pp. 611-616).
    • (1998) Proceedings of 7th International Conference on Evolutionary Programming , pp. 611-616
    • Shi, Y.1    Eberhart, R.C.2
  • 29
    • 77955267490 scopus 로고    scopus 로고
    • Fully automatic AI-based leak detection system
    • W. Tylman, J. Kolczynski, and G.J. Anders Fully automatic AI-based leak detection system Energy 35 2010 3838 3848
    • (2010) Energy , vol.35 , pp. 3838-3848
    • Tylman, W.1    Kolczynski, J.2    Anders, G.J.3
  • 32
    • 60849087662 scopus 로고    scopus 로고
    • Rough sets to help medical diagnosis-evidence from a Taiwan's clinic
    • H.H. Yang, and C.L. Wu Rough sets to help medical diagnosis-evidence from a Taiwan's clinic Expert Systems with Applications 36 5 2009 9293 9298
    • (2009) Expert Systems with Applications , vol.36 , Issue.5 , pp. 9293-9298
    • Yang, H.H.1    Wu, C.L.2
  • 33
    • 77955269390 scopus 로고    scopus 로고
    • A new method of leak detection for the natural gas pipeline based on wavelet analysis
    • Z. Yang, Z. Xiong, and M. Shao A new method of leak detection for the natural gas pipeline based on wavelet analysis Energy 35 2010 3814 3820
    • (2010) Energy , vol.35 , pp. 3814-3820
    • Yang, Z.1    Xiong, Z.2    Shao, M.3
  • 34
    • 71749091806 scopus 로고    scopus 로고
    • A hybrid approach of DEA, rough set and support vector machines for business failure prediction
    • C.C. Yeh, D.J. Chi, and M.F. Hsu A hybrid approach of DEA, rough set and support vector machines for business failure prediction Expert Systems with Applications 37 2 2010 1535 1541
    • (2010) Expert Systems with Applications , vol.37 , Issue.2 , pp. 1535-1541
    • Yeh, C.C.1    Chi, D.J.2    Hsu, M.F.3
  • 37
    • 31644448432 scopus 로고    scopus 로고
    • Crucial technologies of oil-transporting pipe leak detection and location based on wavelet and chaos
    • DOI 10.1088/0957-0233/17/3/S19, PII S0957023306018698
    • S.Q. Zhang, S.J. Jin, F.L. Yang, X.Q. Wang, and Q.Y. Bai Crucial technologies of oil-transporting pipe leak detection and location based on wavelet and chaos Measurement Science and Technology 17 2006 572 577 (Pubitemid 43172728)
    • (2006) Measurement Science and Technology , vol.17 , Issue.3 , pp. 572-577
    • Zhang, S.Q.1    Jin, S.J.2    Yang, F.L.3    Wang, X.Q.4    Bai, Q.Y.5
  • 38
    • 60249092782 scopus 로고    scopus 로고
    • Online updating belief rule based system for leak detection under expert intervention
    • Z.J. Zhou, C.H. Hu, J.B. Yang, D.L. Xu, and D.H. Zhou Online updating belief rule based system for leak detection under expert intervention Expert Systems with Applications 36 2009 7700 7709
    • (2009) Expert Systems with Applications , vol.36 , pp. 7700-7709
    • Zhou, Z.J.1    Hu, C.H.2    Yang, J.B.3    Xu, D.L.4    Zhou, D.H.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.