메뉴 건너뛰기




Volumn 10, Issue 4, 2010, Pages 1164-1177

Patent classification system using a new hybrid genetic algorithm support vector machine

Author keywords

Hybrid genetic based support vector; Machine (hga svm); Parameter optimization; Patent classification

Indexed keywords

CLASSIFICATION (OF INFORMATION); DECISION MAKING; GENETIC ALGORITHMS; OPTIMIZATION; SUPPORT VECTOR MACHINES;

EID: 78049274831     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2009.11.033     Document Type: Article
Times cited : (74)

References (49)
  • 1
    • 33645906894 scopus 로고    scopus 로고
    • Patent filing and searching: is deflation in quality the inevitable consequence of hyperinflation in quantity? World Patent Information
    • P. Minoo, Patent filing and searching: is deflation in quality the inevitable consequence of hyperinflation in quantity? World Patent Information 28 (2) (2006) 117-121.
    • (2006) , vol.28 , Issue.2 , pp. 117-121
    • Minoo, P.1
  • 2
    • 0002442796 scopus 로고    scopus 로고
    • Machine learning in automated text categorization
    • F. Sebastiani, Machine learning in automated text categorization, ACM Computing Surveys 34 (1) (2002) 1-47.
    • (2002) ACM Computing Surveys , vol.34 , Issue.1 , pp. 1-47
    • Sebastiani, F.1
  • 4
    • 84957069814 scopus 로고    scopus 로고
    • Text categorization with support vector machines: Learning with many relevant features
    • T. Joachims, Text categorization with support vector machines: learning with many relevant features, Lecture Notes in Computer Science 1398 (1998) (2006) 137-142.
    • (2006) Lecture Notes in Computer Science , vol.1398 , Issue.1998 , pp. 137-142
    • Joachims, T.1
  • 11
    • 33847701639 scopus 로고    scopus 로고
    • Modelling of microhardness values by means of artificial neural networks of Al/Sicp metal matrix composite material couples processed with diffusion method
    • M. Tapkýn, U. Çalýgülü, Modelling of microhardness values by means of artificial neural networks of Al/Sicp metal matrix composite material couples processed with diffusion method, Mathematical and Computational Applications 11 (3) (2006) 163-172.
    • (2006) Mathematical and Computational Applications , vol.11 , Issue.3 , pp. 163-172
    • Tapkýn, M.1    Çalýgülü, U.2
  • 12
    • 33847694273 scopus 로고    scopus 로고
    • Prediction of performance and smoke emission using artificial neural network in a diesel engine
    • Y. Sekmen, M. Golcu, P. Erduranli, Y. Pancar, Prediction of performance and smoke emission using artificial neural network in a diesel engine, Mathematical and Computational Applications 11 (3) (2006) 205-214.
    • (2006) Mathematical and Computational Applications , vol.11 , Issue.3 , pp. 205-214
    • Sekmen, Y.1    Golcu, M.2    Erduranli, P.3    Pancar, Y.4
  • 14
    • 0038702303 scopus 로고    scopus 로고
    • On machine learning methods for Chinese document categorization
    • J. He, A.-h. Tan, C.-l. Tan, On machine learning methods for Chinese document categorization, Applied Intelligence 18 (3) (2003) 311-322.
    • (2003) Applied Intelligence , vol.18 , Issue.3 , pp. 311-322
    • He, J.1    Tan, A.-H.2    Tan, C.-L.3
  • 20
    • 85030575919 scopus 로고    scopus 로고
    • WIPO-magazine, Ip and Business: Patent Information: Buried Treasure, http://www.wipo.int/wipo-magazine/en/2005/01/article-0003.html (2005).
    • (2005)
  • 25
    • 11144323868 scopus 로고    scopus 로고
    • Automated categorization in the international patent classification
    • C.J. Fall, A. Törcsvári, K. Benzineb, G. Karetka, Automated categorization in the international patent classification, SIGIR Forum 37 (1) (2003) 10-25.
    • (2003) SIGIR Forum , vol.37 , Issue.1 , pp. 10-25
    • Fall, C.J.1    Törcsvári, A.2    Benzineb, K.3    Karetka, G.4
  • 29
    • 0030655751 scopus 로고    scopus 로고
    • Strategic planning for technology development with patent analysis
    • S.-J. Liu, J. Shyu, Strategic planning for technology development with patent analysis, International Journal of Technology Management 13 (5-6) (1997) 661-680.
    • (1997) International Journal of Technology Management , vol.13 , Issue.5-6 , pp. 661-680
    • Liu, S.-J.1    Shyu, J.2
  • 30
    • 1242298858 scopus 로고    scopus 로고
    • Royalties, evolving patent rights, and the value of innovation
    • E.F. Sherry, D.J. Teece, Royalties, evolving patent rights, and the value of innovation, Research Policy 33 (2) (2004) 179-191.
    • (2004) Research Policy , vol.33 , Issue.2 , pp. 179-191
    • Sherry, E.F.1    Teece, D.J.2
  • 33
    • 34249753618 scopus 로고
    • Support vector networks
    • C. Cortes, V. Vapnik, Support vector networks, Machine Learning 20 (1995) 273-297.
    • (1995) Machine Learning , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 36
    • 0242351905 scopus 로고    scopus 로고
    • Financial time series forecasting using support vector machines
    • K.-j. Kim, Financial time series forecasting using support vector machines, Neurocomputing 55 (2003) 307-319.
    • (2003) Neurocomputing , vol.55 , pp. 307-319
    • Kim, K.-J.1
  • 38
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • C.-W. Hsu, C.-J. Lin, A comparison of methods for multiclass support vector machines, IEEE Transactions on Neural Networks 13 (2) (2002) 415-425.
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 41
    • 0036825821 scopus 로고    scopus 로고
    • Asurvey of current techniques
    • C. Campbell, Kernel Methods:,Asurvey of current techniques, Neurocomputing 48 (2002) 63-84.
    • (2002) Neurocomputing , vol.48 , pp. 63-84
    • Campbell, C.1    Methods, K.2
  • 42
    • 51549109489 scopus 로고    scopus 로고
    • Discussion on the efficiency of automatic classification based on file subject
    • Y.H. Tzeng, Discussion on the efficiency of automatic classification based on file subject, Journal of China Society for Library Science 68 (2002) 62-83.
    • (2002) Journal of China Society for Library Science , vol.68 , pp. 62-83
    • Tzeng, Y.H.1
  • 46
    • 33750455785 scopus 로고    scopus 로고
    • A New medical decision making system: Least square support vector machine (LSSVM) with fuzzy weighting pre-processing
    • E. Çomak, K. Polat, S. Güneş, A. Arslan, A New medical decision making system: least square support vector machine (LSSVM) with fuzzy weighting pre-processing, Expert Systems with Applications 32 (2) (2007) 409-414.
    • (2007) Expert Systems with Applications , vol.32 , Issue.2 , pp. 409-414
    • Çomak, E.1    Polat, K.2    Güneş, S.3    Arslan, A.4
  • 48
    • 27144441097 scopus 로고    scopus 로고
    • An evaluation of statistical approaches to text categorization
    • Y. Yang, An evaluation of statistical approaches to text categorization, Journal of Information Retrieval 1 (1999) 69-90.
    • (1999) Journal of Information Retrieval , vol.1 , pp. 69-90
    • Yang, Y.1
  • 49
    • 34047266673 scopus 로고    scopus 로고
    • Text classification: A least square support vector machine approach
    • DOI 10.1016/j.asoc.2006.04.002, PII S156849460600038X
    • V. Mitra, C.-J. Wang, S. Banerjee, Text classification: a least square support vector machine approach, Applied Soft Computing 7 (3) (2007) 908-914. (Pubitemid 46551923)
    • (2007) Applied Soft Computing Journal , vol.7 , Issue.3 , pp. 908-914
    • Mitra, V.1    Wang, C.-J.2    Banerjee, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.