메뉴 건너뛰기




Volumn 22, Issue 1, 2007, Pages 198-204

Power distribution outage cause identification with imbalanced data using Artificial Immune Recognition System (AIRS) algorithm

Author keywords

Artificial immune system; Classification; Data imbalance; Neural network; Outage cause identification; Power distribution systems

Indexed keywords

ALGORITHMS; NEURAL NETWORKS; OUTAGES; SUPERVISED LEARNING;

EID: 33947327869     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRS.2006.889040     Document Type: Article
Times cited : (62)

References (16)
  • 1
    • 11244255334 scopus 로고    scopus 로고
    • "Rough set theory for data mining for fault diagnosis on distribution feeder"
    • Nov
    • J.-T. Peng, C. F. Chien, and T. L. B. Tseng, "Rough set theory for data mining for fault diagnosis on distribution feeder," Proc. Inst. Elect. Eng., Gen., Transm., Distrib., vol. 151, no. 6, pp. 689-697, Nov. 2004.
    • (2004) Proc. Inst. Elect. Eng., Gen., Transm., Distrib. , vol.151 , Issue.6 , pp. 689-697
    • Peng, J.-T.1    Chien, C.F.2    Tseng, T.L.B.3
  • 3
    • 20844441675 scopus 로고    scopus 로고
    • "KBA: Kernel boundary alignment considering imbalanced data distribution"
    • Jun
    • G. Wu and E. Y. Chang, "KBA: Kernel boundary alignment considering imbalanced data distribution," IEEE Trans. Knowl. Data Eng., vol. 17, no. 6, pp. 786-795, Jun. 2005.
    • (2005) IEEE Trans. Knowl. Data Eng. , vol.17 , Issue.6 , pp. 786-795
    • Wu, G.1    Chang, E.Y.2
  • 5
    • 0013359964 scopus 로고    scopus 로고
    • "AIRS: A resource limited artificial immune classifier"
    • M.S. thesis, Dept. Comput. Sci., Mississippi State Univ., Mississippi State, MS, Nov. 2001 [Online]. Available
    • A. Watkins, "AIRS: A resource limited artificial immune classifier" M.S. thesis, Dept. Comput. Sci., Mississippi State Univ., Mississippi State, MS, Nov. 2001 [Online]. Available: http://nt.library.msstate.edu/etd/show.asp?etd=etd-11051001-102048.
    • Watkins, A.1
  • 7
    • 32144451181 scopus 로고    scopus 로고
    • "Analysis of tree-caused faults in power distribution systems"
    • L. Xu, M.-Y. Chow, and L. S. Taylor, "Analysis of tree-caused faults in power distribution systems," in Proc. North American Power Symp., 2003, pp. 122-127.
    • (2003) Proc. North American Power Symp. , pp. 122-127
    • Xu, L.1    Chow, M.-Y.2    Taylor, L.S.3
  • 9
    • 27844477061 scopus 로고    scopus 로고
    • "AIS hypermutation algorithm based pattern recognition and its application in ultrasonic defects detection"
    • J.-Z. Liu and B. Wang, "AIS hypermutation algorithm based pattern recognition and its application in ultrasonic defects detection," in Proc. Int. Conf. Control Automation, 2005, pp. 1268-1272.
    • (2005) Proc. Int. Conf. Control Automation , pp. 1268-1272
    • Liu, J.-Z.1    Wang, B.2
  • 12
    • 3543121725 scopus 로고    scopus 로고
    • "Artificial immune recognition system (AIRS): An immune inspired supervised machine learning algorithm"
    • Mar
    • A. Watkins, J. Timmis, and L. Boggess, "Artificial immune recognition system (AIRS): An immune inspired supervised machine learning algorithm," Genet. Program. Evolv. Mach., vol. 5, no. 1, Mar. 2004.
    • (2004) Genet. Program. Evolv. Mach. , vol.5 , Issue.1
    • Watkins, A.1    Timmis, J.2    Boggess, L.3
  • 14
    • 32144432097 scopus 로고    scopus 로고
    • "A classification approach for power distribution systems fault cause identification"
    • Feb
    • L. Xu and M.-Y. Chow, "A classification approach for power distribution systems fault cause identification," IEEE Trans. Power Syst., vol. 21, no. 1, pp. 53-60, Feb. 2006.
    • (2006) IEEE Trans. Power Syst. , vol.21 , Issue.1 , pp. 53-60
    • Xu, L.1    Chow, M.-Y.2
  • 15
    • 0031998121 scopus 로고    scopus 로고
    • "Machine learning for the detection of oil spills in radar images"
    • M.Kubat, R. Holte, and S. Matwin, "Machine learning for the detection of oil spills in radar images," Mach. Learn., vol. 30, pp. 195-215, 1998.
    • (1998) Mach. Learn. , vol.30 , pp. 195-215
    • Kubat, M.1    Holte, R.2    Matwin, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.