메뉴 건너뛰기




Volumn 25, Issue 1, 2012, Pages 45-56

GA guided cluster based fuzzy decision tree for reactive ion Etching modeling: A data mining approach

Author keywords

Decision tree; fuzzy clustering; genetic algorithm; inconsistency index; optical emission spectroscopy; reactive ion etching

Indexed keywords

C-FUZZY DECISION TREES; CLUSTER-BASED; DATA MINING TECHNIQUES; FUZZY DECISION TREES; INCONSISTENCY INDEX; MINING TASKS; OPTICAL EMISSIONS; PLASMA EMISSION INTENSITY; PREDICTIVE PROCESS; PROCESS MODELING; PROCESS PARAMETERS; REACTIVE ION; WAFER SURFACE;

EID: 84858395597     PISSN: 08946507     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSM.2011.2173372     Document Type: Article
Times cited : (18)

References (31)
  • 1
    • 0030387631 scopus 로고    scopus 로고
    • Data mining: An overview from a database perspective
    • Dec.
    • M. S. Chen, J. Han, and P. S. Yu, "Data mining: An overview from a database perspective," IEEE Trans. Knowl. Data Eng., vol. 8, no. 6, pp. 866-883, Dec. 1996.
    • (1996) IEEE Trans. Knowl. Data Eng. , vol.8 , Issue.6 , pp. 866-883
    • Chen, M.S.1    Han, J.2    Yu, P.S.3
  • 2
    • 33744584654 scopus 로고
    • Induction of decision trees
    • J. R. Quinlann, "Induction of decision trees," Mach. Learn., vol. 1, no. 1, pp. 81-106, 1986.
    • (1986) Mach. Learn. , vol.1 , Issue.1 , pp. 81-106
    • Quinlann, J.R.1
  • 6
    • 0002061517 scopus 로고    scopus 로고
    • Using evolutionary algorithm to induce oblique decision trees
    • E. Cantu-Paz and C. Kamath, "Using evolutionary algorithm to induce oblique decision trees," in Proc. Genet. Evol. Comput. Conf., 2000, pp. 1053-1060.
    • (2000) Proc. Genet. Evol. Comput. Conf. , pp. 1053-1060
    • Cantu-Paz, E.1    Kamath, C.2
  • 9
    • 0033906222 scopus 로고    scopus 로고
    • Designing decision trees with the use of fuzzy granulation
    • Mar.
    • W. Pedrycz and A. Sosnowski, "Designing decision trees with the use of fuzzy granulation," IEEE Trans. Syst. Man Cybern. A Syst. Hum., vol. 30, no. 2, pp. 151-159, Mar. 2000.
    • (2000) IEEE Trans. Syst. Man Cybern. A Syst. Hum. , vol.30 , Issue.2 , pp. 151-159
    • Pedrycz, W.1    Sosnowski, A.2
  • 10
    • 0002079564 scopus 로고
    • Fuzzy ID3: A class of methods for automatic knowledge acquisition
    • R. Weber, "Fuzzy ID3: A class of methods for automatic knowledge acquisition," in Proc. 2nd Int. Conf Fuzzy Logic Neural Netw., 1992, pp. 265-268.
    • (1992) Proc. 2nd Int. Conf Fuzzy Logic Neural Netw. , pp. 265-268
    • Weber, R.1
  • 11
    • 0035506175 scopus 로고    scopus 로고
    • Omnivariate decision trees
    • Nov.
    • O. T. Yildiz and E. Alpaydin, "Omnivariate decision trees," IEEE Trans. Neural Netw., vol. 12, no. 6, pp. 1539-1546, Nov. 2001.
    • (2001) IEEE Trans. Neural Netw. , vol.12 , Issue.6 , pp. 1539-1546
    • Yildiz, O.T.1    Alpaydin, E.2
  • 12
    • 34250857477 scopus 로고
    • Dynamics of a collisional, capacitive RF sheath
    • Apr.
    • M. Lieberman, "Dynamics of a collisional, capacitive RF sheath," IEEE Trans. Plasma Sci., vol. 17, no. 2, pp. 338-341, Apr. 1989.
    • (1989) IEEE Trans. Plasma Sci. , vol.17 , Issue.2 , pp. 338-341
    • Lieberman, M.1
  • 13
    • 0008193633 scopus 로고
    • A Monte Carlo microtopography model for investigating plasma/reactive ion etch profile evolution
    • Mar.-Apr.
    • T. J. Cotler, M. S. Barnes, and M. E. Elta, "A Monte Carlo microtopography model for investigating plasma/reactive ion etch profile evolution," J. Vac. Sci. Technol. B, vol. 6, no. 2, pp. 542-550, Mar.-Apr. 1988.
    • (1988) J. Vac. Sci. Technol. B , vol.6 , Issue.2 , pp. 542-550
    • Cotler, T.J.1    Barnes, M.S.2    Elta, M.E.3
  • 14
    • 0022696286 scopus 로고
    • The modeling of plasma etching process using response surface methodology
    • Apr.
    • M. Jenkins, M. Mocella, K. Allen, and H. Sawin, "The modeling of plasma etching process using response surface methodology," Solid State Technol., vol. 5, no. 4, pp. 175-182, Apr. 1986.
    • (1986) Solid State Technol. , vol.5 , Issue.4 , pp. 175-182
    • Jenkins, M.1    Mocella, M.2    Allen, K.3    Sawin, H.4
  • 16
    • 0024639577 scopus 로고
    • Development of a multistep SiO plasma etching process in a minibatch reactor using response surface methodology
    • Apr.
    • P. E. Riley, A. P. Turkey, and W. J. Malkowski, "Development of a multistep SiO plasma etching process in a minibatch reactor using response surface methodology," J. Electrochem. Soc., vol. 136, no. 4, pp. 1112-1119, Apr. 1989.
    • (1989) J. Electrochem. Soc. , vol.136 , Issue.4 , pp. 1112-1119
    • Riley, P.E.1    Turkey, A.P.2    Malkowski, W.J.3
  • 17
    • 0026153051 scopus 로고
    • Statistical experimental design in plasma etching modeling
    • May
    • G. May, J. Huang, and C. Spanos, "Statistical experimental design in plasma etching modeling," IEEE Trans. Semicond. Manuf., vol. 4, no. 2, pp. 83-98, May 1991.
    • (1991) IEEE Trans. Semicond. Manuf. , vol.4 , Issue.2 , pp. 83-98
    • May, G.1    Huang, J.2    Spanos, C.3
  • 21
    • 0002819121 scopus 로고
    • A comparative analysis of selection schemes used in GAs
    • G. J. E. Rawlins, Ed. San Mateo, CA: Morgan Kaufmann
    • D. E. Goldberg and K. Deb, "A comparative analysis of selection schemes used in GAs," in Foundations of Genetic Algorithms, G. J. E. Rawlins, Ed. San Mateo, CA: Morgan Kaufmann, 1991, pp. 69-73.
    • (1991) Foundations of Genetic Algorithms , pp. 69-73
    • Goldberg, D.E.1    Deb, K.2
  • 23
    • 0031079201 scopus 로고    scopus 로고
    • Spatial characterization of wafer state using principal component analysis of optical emission spectra
    • Feb.
    • D. A. White, D. Boning, S. Butler, and G. Barna, "Spatial characterization of wafer state using principal component analysis of optical emission spectra," IEEE Trans. Semicond. Manuf., vol. 10, no. 1, pp. 52-61, Feb. 1997.
    • (1997) IEEE Trans. Semicond. Manuf. , vol.10 , Issue.1 , pp. 52-61
    • White, D.A.1    Boning, D.2    Butler, S.3    Barna, G.4
  • 24
    • 0041033932 scopus 로고
    • Method of end-point detection for plasma etching
    • Apr.
    • P. Marcoux and P. D. Foo, "Method of end-point detection for plasma etching," Solid State Technol., vol. 24, no. 4, pp. 115-122, Apr. 1981.
    • (1981) Solid State Technol. , vol.24 , Issue.4 , pp. 115-122
    • Marcoux, P.1    Foo, P.D.2
  • 25
    • 0005866981 scopus 로고
    • Application of optical emission spectroscopy to semiconductor device fabrication
    • Aug.
    • J. Shabushnig and P. Demko, "Application of optical emission spectroscopy to semiconductor device fabrication," Amer. Lab., vol. 16, pp. 60-67, Aug. 1984.
    • (1984) Amer. Lab. , vol.16 , pp. 60-67
    • Shabushnig, J.1    Demko, P.2
  • 26
    • 0036078557 scopus 로고    scopus 로고
    • Neural network modeling of reactive ion etching using principal component analysis of optical emission spectroscopy data
    • S. Hong and G. May, "Neural network modeling of reactive ion etching using principal component analysis of optical emission spectroscopy data," in Proc. Adv. Semicond. Manuf. Conf., 2002, pp. 415-420.
    • (2002) Proc. Adv. Semicond. Manuf. Conf. , pp. 415-420
    • Hong, S.1    May, G.2
  • 27
    • 0344896839 scopus 로고    scopus 로고
    • Neural network modeling of reactive ion etching using optical emission spectroscopy data
    • Nov.
    • S. J. Hong, G. S. May, and D. C. Park, "Neural network modeling of reactive ion etching using optical emission spectroscopy data," IEEE Trans. Semicond. Manuf., vol. 16, no. 4, pp. 598-608, Nov. 2003.
    • (2003) IEEE Trans. Semicond. Manuf. , vol.16 , Issue.4 , pp. 598-608
    • Hong, S.J.1    May, G.S.2    Park, D.C.3
  • 29
    • 1542376003 scopus 로고    scopus 로고
    • Data mining approach to production control in the computer integrated testing cell
    • Feb.
    • C. Kwak and Y. Yih, "Data mining approach to production control in the computer integrated testing cell," IEEE Trans. Robot. Autom., vol. 28, no. 6, pp. 107-116, Feb. 2004.
    • (2004) IEEE Trans. Robot. Autom. , vol.28 , Issue.6 , pp. 107-116
    • Kwak, C.1    Yih, Y.2
  • 30
    • 0035401581 scopus 로고    scopus 로고
    • Feature transformation methods in data mining
    • Jul.
    • A. Kausiak, "Feature transformation methods in data mining," IEEE Trans. Electron. Packag. Manuf., vol. 24, no. 3, pp. 214-221, Jul. 2001.
    • (2001) IEEE Trans. Electron. Packag. Manuf. , vol.24 , Issue.3 , pp. 214-221
    • Kausiak, A.1
  • 31
    • 0033078357 scopus 로고    scopus 로고
    • Production data based optimal etch time control design for reactive ion etching process
    • Feb.
    • S. Limanond, J. Si, and Y. L. Tseng, "Production data based optimal etch time control design for reactive ion etching process," IEEE Trans. Semicond. Manuf., vol. 12, no. 1, pp. 139-147, Feb. 1999.
    • (1999) IEEE Trans. Semicond. Manuf. , vol.12 , Issue.1 , pp. 139-147
    • Limanond, S.1    Si, J.2    Tseng, Y.L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.