메뉴 건너뛰기




Volumn 25, Issue 3, 2006, Pages 243-251

An instance-based learning approach based on grey relational structure

Author keywords

Grey relational analysis; Grey relational structure; Instance based learning; Pattern classification

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); COMPUTATIONAL COMPLEXITY; FUNCTIONS; PATTERN RECOGNITION; PROBLEM SOLVING;

EID: 33750684341     PISSN: 0924669X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10489-006-0105-0     Document Type: Article
Times cited : (10)

References (41)
  • 2
    • 0000217085 scopus 로고
    • Tolerating noisy, irrelevant and novel attributes in instance-based learning algorithms
    • Aha DW (1992) Tolerating noisy, irrelevant and novel attributes in instance-based learning algorithms. Int J Man-Mach Stud 36(2):267-287
    • (1992) Int J Man-mach Stud , vol.36 , Issue.2 , pp. 267-287
    • Aha, D.W.1
  • 3
    • 0037299412 scopus 로고    scopus 로고
    • Learning classification rules from data
    • An A (2003) Learning classification rules from data. Comp Math Appl 45:737-748
    • (2003) Comp Math Appl , vol.45 , pp. 737-748
    • An, A.1
  • 4
    • 33744958288 scopus 로고    scopus 로고
    • Nearest neighbor classification from multiple feature subsets
    • Bay SD (1999) Nearest neighbor classification from multiple feature subsets. Intell Data Anal 3:191-209
    • (1999) Intell Data Anal , vol.3 , pp. 191-209
    • Bay, S.D.1
  • 5
    • 0003408496 scopus 로고    scopus 로고
    • Irvine, CA: Department of Information and Computer Science, University of California
    • Blake CL, Merz CJ (1998) UCI Repository of machine learning databases [http://www.ics.uci.edu/~mlearn/MLRepository.html]. Irvine, CA: Department of Information and Computer Science, University of California
    • (1998) UCI Repository of Machine Learning Databases
    • Blake, C.L.1    Merz, C.J.2
  • 6
    • 0031127319 scopus 로고    scopus 로고
    • Automatic growing of a hopfield style network during training for classification
    • Brouwer RK (1997) Automatic growing of a hopfield style network during training for classification. Neur Netw 10:529-537
    • (1997) Neur Netw , vol.10 , pp. 529-537
    • Brouwer, R.K.1
  • 7
    • 84926662675 scopus 로고
    • Nearest neighbor pattern classification
    • Cover TM, Hart PE (1967) Nearest neighbor pattern classification. IEEE Trans Inform Theory 13(1):21-27
    • (1967) IEEE Trans Inform Theory , vol.13 , Issue.1 , pp. 21-27
    • Cover, T.M.1    Hart, P.E.2
  • 8
    • 3543056154 scopus 로고
    • The theory and method of socioeconomic grey systems
    • in Chinese
    • Deng J (1984) The theory and method of socioeconomic grey systems. Soc Sci China 6:47-60 (in Chinese)
    • (1984) Soc Sci China , vol.6 , pp. 47-60
    • Deng, J.1
  • 9
    • 0001829246 scopus 로고
    • Introduction to grey system theory
    • Deng J ( 1989) Introduction to grey system theory. J Grey Syst 1:1-24
    • (1989) J Grey Syst , vol.1 , pp. 1-24
    • Deng, J.1
  • 10
    • 0011713337 scopus 로고
    • Grey information space
    • Deng J (1989) Grey information space. J Grey Syt 1:103-117
    • (1989) J Grey Syt , vol.1 , pp. 103-117
    • Deng, J.1
  • 11
    • 0035501830 scopus 로고    scopus 로고
    • Belief decision trees: Theoretical foundations
    • Elouedi Z, Mellouli K, Smets P (2001) Belief decision trees: Theoretical foundations. Int J Appr Reas on 28:91-124
    • (2001) Int J Appr Reas on , vol.28 , pp. 91-124
    • Elouedi, Z.1    Mellouli, K.2    Smets, P.3
  • 14
    • 0017480535 scopus 로고
    • A recursive partitioning decision rule for non-parametric classification
    • Friedman JH (1977) A recursive partitioning decision rule for non-parametric classification. IEEE Trans Comp, pp 404-408
    • (1977) IEEE Trans Comp , pp. 404-408
    • Friedman, J.H.1
  • 15
    • 0033883192 scopus 로고    scopus 로고
    • A new edited k-nearest neighbor rule in the pattern classification problem
    • Hattori K, Takahashi M (2000) A new edited k-nearest neighbor rule in the pattern classification problem. Pattern Recog 33:521-528
    • (2000) Pattern Recog , vol.33 , pp. 521-528
    • Hattori, K.1    Takahashi, M.2
  • 16
    • 0038148228 scopus 로고    scopus 로고
    • Restructuring decision tables for elucidation of knowledge
    • Hewett R, Leuchner J (2003) Restructuring decision tables for elucidation of knowledge. Data Knowl Engin 46:271-290
    • (2003) Data Knowl Engin , vol.46 , pp. 271-290
    • Hewett, R.1    Leuchner, J.2
  • 17
    • 0035371125 scopus 로고    scopus 로고
    • An instance-based approach to pattern association learning with application to the English past tense verb domain
    • Hickey RJ, Martin RG (2001) An instance-based approach to pattern association learning with application to the English past tense verb domain. Knowl-Based Syst 14:131-136
    • (2001) Knowl-based Syst , vol.14 , pp. 131-136
    • Hickey, R.J.1    Martin, R.G.2
  • 18
    • 0027580356 scopus 로고
    • Very simple classification rules perform well on most commonly used datasets
    • Holte RC (1993) Very simple classification rules perform well on most commonly used datasets. Mach Learn 11:63-91
    • (1993) Mach Learn , vol.11 , pp. 63-91
    • Holte, R.C.1
  • 20
    • 33646585878 scopus 로고    scopus 로고
    • A grey-based nearest neighbor approach for predicting missing attribute values
    • Taiwan
    • Huang CC, Lee HM (2001) A grey-based nearest neighbor approach for predicting missing attribute values. In: Proc. of 2001 national computer symposium, Taiwan, pp B153-159
    • (2001) Proc. of 2001 National Computer Symposium
    • Huang, C.C.1    Lee, H.M.2
  • 21
    • 33750686868 scopus 로고    scopus 로고
    • A partial-memory learning system based on grey relational structure
    • Berthold MR et al (eds)Advanced in intelligent data analysis V, Springer-Verlag
    • Huang CC, Lee HM (2003) A partial-memory learning system based on grey relational structure. In: Berthold MR et al (eds)Advanced in intelligent data analysis V, Lecture Notes in Computer Science 2810, Springer-Verlag, pp 68-75
    • (2003) Lecture Notes in Computer Science , vol.2810 , pp. 68-75
    • Huang, C.C.1    Lee, H.M.2
  • 22
    • 0031146983 scopus 로고    scopus 로고
    • Real-valued genetic algorithms for fuzzy grey prediction system
    • Huang YP, Huang CH (1997) Real-valued genetic algorithms for fuzzy grey prediction system. Fuzzy Sets Syst 87:265-276
    • (1997) Fuzzy Sets Syst , vol.87 , pp. 265-276
    • Huang, Y.P.1    Huang, C.H.2
  • 23
    • 0042129877 scopus 로고    scopus 로고
    • Possibilistic instance-based learning
    • Hullermeier E (2003) Possibilistic instance-based learning. Art Intell 148:335-383
    • (2003) Art Intell , vol.148 , pp. 335-383
    • Hullermeier, E.1
  • 24
    • 0030167785 scopus 로고    scopus 로고
    • Simultaneous design and training of ontogenic neural network classifiers
    • Ignizio JP, Soltys JR (1996) Simultaneous design and training of ontogenic neural network classifiers. Comp Oper Res 23:535-546
    • (1996) Comp Oper Res , vol.23 , pp. 535-546
    • Ignizio, J.P.1    Soltys, J.R.2
  • 26
  • 28
    • 0029407395 scopus 로고
    • Applications of machine learning and rule induction
    • Langley P, Simon HA (1995) Applications of machine learning and rule induction. Commun ACM 38(11):55-64
    • (1995) Commun ACM , vol.38 , Issue.11 , pp. 55-64
    • Langley, P.1    Simon, H.A.2
  • 29
    • 0000074661 scopus 로고    scopus 로고
    • Selection of home mortgage loans using grey relational analysis
    • Lin CT, Yang SY (1999) Selection of home mortgage loans using grey relational analysis. J Grey Syst 4:359-368
    • (1999) J Grey Syst , vol.4 , pp. 359-368
    • Lin, C.T.1    Yang, S.Y.2
  • 30
    • 33744584654 scopus 로고
    • Induction of decision trees
    • Quinlan JR (1986) Induction of decision trees. Mach Learn 1:81-106
    • (1986) Mach Learn , vol.1 , pp. 81-106
    • Quinlan, J.R.1
  • 33
    • 0342964910 scopus 로고
    • Technical Report TR-10-88, Center for Research in Computing Technology, Harvard University
    • Salzberg S (1988) Exemplar-based learning: theory and implementation. Technical Report TR-10-88, Center for Research in Computing Technology, Harvard University
    • (1988) Exemplar-based Learning: Theory and Implementation
    • Salzberg, S.1
  • 34
    • 0022909661 scopus 로고
    • Towards memory-based reasoning
    • Stanfill C, Waltz D (1986) Towards memory-based reasoning. Commun ACM 29(12):1213-1228
    • (1986) Commun ACM , vol.29 , Issue.12 , pp. 1213-1228
    • Stanfill, C.1    Waltz, D.2
  • 35
    • 0000629975 scopus 로고
    • Cross-validatory choice and assessment of statistical predictions
    • Stone M (1974) Cross-validatory choice and assessment of statistical predictions. J Royal Stat Soc B 36:111-147
    • (1974) J Royal Stat Soc B , vol.36 , pp. 111-147
    • Stone, M.1
  • 36
    • 0037316513 scopus 로고    scopus 로고
    • Automated extraction of hierarchical decision rules from clinical databases using rough set model
    • Tsumoto S (2003) Automated extraction of hierarchical decision rules from clinical databases using rough set model. Expert Syst Appl 24:189-197
    • (2003) Expert Syst Appl , vol.24 , pp. 189-197
    • Tsumoto, S.1
  • 38
    • 0033207213 scopus 로고    scopus 로고
    • Case-based reasoning is a methodology not a technology
    • Watson I (1999) Case-based reasoning is a methodology not a technology. Knowl-Based Syst 12:303-308
    • (1999) Knowl-based Syst , vol.12 , pp. 303-308
    • Watson, I.1
  • 39
    • 0001899045 scopus 로고    scopus 로고
    • Improved heterogeneous distance functions
    • Wilson DR, Martinez TR (1997) Improved heterogeneous distance functions. J Art Intell Res 6:1-34
    • (1997) J Art Intell Res , vol.6 , pp. 1-34
    • Wilson, D.R.1    Martinez, T.R.2
  • 40
    • 0343081513 scopus 로고    scopus 로고
    • Reduction techniques for exemplar-based learning algorithms
    • Wilson DR, Martinez TR (2000) Reduction techniques for exemplar-based learning algorithms. Mach Learn 38(3):257-268
    • (2000) Mach Learn , vol.38 , Issue.3 , pp. 257-268
    • Wilson, D.R.1    Martinez, T.R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.