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Volumn 18, Issue 6, 2014, Pages 1165-1176

Soft computing models based feature selection for TRUS prostate cancer image classification

Author keywords

ACO; DBSCAN; GA; GA ACO; M3 filter; Prostate cancer; QR ACO; Rough set

Indexed keywords

DATA VISUALIZATION; DISEASES; GALLIUM; GENETIC ALGORITHMS; IMAGE CLASSIFICATION; IMAGE SEGMENTATION; PATTERN RECOGNITION; ROUGH SET THEORY; SOFT COMPUTING; ULTRASONIC IMAGING;

EID: 84901033064     PISSN: 14327643     EISSN: 14337479     Source Type: Journal    
DOI: 10.1007/s00500-013-1135-2     Document Type: Article
Times cited : (17)

References (32)
  • 1
    • 84862239505 scopus 로고    scopus 로고
    • Evaluating cardiac health through semantic soft computing techniques
    • Acampora G, Lee C-S, Vitiello A, Wang M-H (2012) Evaluating cardiac health through semantic soft computing techniques. Soft Comput 16(7): 1165-1181.
    • (2012) Soft Comput , vol.16 , Issue.7 , pp. 1165-1181
    • Acampora, G.1    Lee, C.-S.2    Vitiello, A.3    Wang, M.-H.4
  • 2
    • 33845667087 scopus 로고    scopus 로고
    • Feature subset selection using ant colony optimization
    • Al-Ani A (2005) Feature subset selection using ant colony optimization. Int J Comput Intell 2: 53-58.
    • (2005) Int J Comput Intell , vol.2 , pp. 53-58
    • Al-Ani, A.1
  • 8
    • 79957668627 scopus 로고    scopus 로고
    • Texture based scene categorization using artificial neural networks and support vector machines: a comparative study
    • Devendran V et al (2008) Texture based scene categorization using artificial neural networks and support vector machines: a comparative study. ICGST-GVIP 8(IV): 45-52.
    • (2008) Icgst-Gvip , vol.8 , Issue.IV , pp. 45-52
    • Devendran, V.1
  • 13
    • 70350140464 scopus 로고    scopus 로고
    • Combining support vector regression with feature selection for multivariate calibration
    • Li G-Z, Meng H-H, Yang MQ, Yang JY (2009) Combining support vector regression with feature selection for multivariate calibration. Neural Comput Appl Springer 18(7): 813-820.
    • (2009) Neural Comput Appl Springer , vol.18 , Issue.7 , pp. 813-820
    • Li, G.-Z.1    Meng, H.-H.2    Yang, M.Q.3    Yang, J.Y.4
  • 16
    • 84863975539 scopus 로고    scopus 로고
    • Evaluation of textural feature extraction methods for prostate cancer TRUS medical images
    • Manavalan R, Thangavel K (2011a) Evaluation of textural feature extraction methods for prostate cancer TRUS medical images. Int J Comput Appl 36(12): 33-39.
    • (2011) Int J Comput Appl , vol.36 , Issue.12 , pp. 33-39
    • Manavalan, R.1    Thangavel, K.2
  • 18
    • 85011701910 scopus 로고    scopus 로고
    • Comparative analysis of feature extraction methods for the classification of prostate cancer from TRUS medical images
    • Issues 9[1(2)]
    • Manavalan R, Thangavel T (2012) Comparative analysis of feature extraction methods for the classification of prostate cancer from TRUS medical images. IJCSI Int J Comput Sci Issues 9[1(2)].
    • (2012) IJCSI Int J Comput Sci
    • Manavalan, R.1    Thangavel, T.2
  • 20
    • 71149110869 scopus 로고    scopus 로고
    • Fuzzy transforms method and attribute dependency in data analysis
    • Di Martino F, Loia V, Sessa S (2010) Fuzzy transforms method and attribute dependency in data analysis. Inf Sci 180(4): 493-505.
    • (2010) Inf Sci , vol.180 , Issue.4 , pp. 493-505
    • Di Martino, F.1    Loia, V.2    Sessa, S.3
  • 21
    • 79960080908 scopus 로고    scopus 로고
    • Rough ACO: a hybridized model for feature selection in gene expression data
    • Mishra D, Rath AK, Acharya M, Jena T (2009) Rough ACO: a hybridized model for feature selection in gene expression data. Int J Comput Commun Technol 1(1): 85-98.
    • (2009) Int J Comput Commun Technol , vol.1 , Issue.1 , pp. 85-98
    • Mishra, D.1    Rath, A.K.2    Acharya, M.3    Jena, T.4
  • 24
    • 27744565978 scopus 로고
    • Rough sets
    • Pawlak Z (1982) Rough sets. Int J Comput Inf Sci 11(5): 341-356.
    • (1982) Int J Comput Inf Sci , vol.11 , Issue.5 , pp. 341-356
    • Pawlak, Z.1
  • 25
    • 54249083003 scopus 로고    scopus 로고
    • An improved feature selection method based on ant colony optimization (ACO) evaluated on face recognition system
    • Rashidy Kanan H, Faez K (2008) An improved feature selection method based on ant colony optimization (ACO) evaluated on face recognition system. Appl Math Comput 205: 716-725.
    • (2008) Appl Math Comput , vol.205 , pp. 716-725
    • Rashidy Kanan, H.1    Faez, K.2
  • 28
    • 77956065443 scopus 로고    scopus 로고
    • Removal of speckle noise from ultrasound medical image based on special filters: comparative study
    • Thangavel K, Manavalan R, Laurence Aroquiaraj I (2009) Removal of speckle noise from ultrasound medical image based on special filters: comparative study. ICGST Int J Graph Vis Image Process GVIP 09(3): 25-32.
    • (2009) ICGST Int J Graph Vis Image Process GVIP , vol.9 , Issue.3 , pp. 25-32
    • Thangavel, K.1    Manavalan, R.2    Laurence Aroquiaraj, I.3
  • 32


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.