메뉴 건너뛰기




Volumn , Issue , 2017, Pages 341-346

Learning fuzzy cognitive map with PSO algorithm for grading celiac disease

Author keywords

Bayesian networks; Celiac disease; Fuzzy cognitive maps; Grading; Particle swarm optimization

Indexed keywords

BAYESIAN NETWORKS; BIOMEDICAL ENGINEERING; BIOPHYSICS; COGNITIVE SYSTEMS; COMPLEX NETWORKS; DIAGNOSIS; FUZZY RULES; FUZZY SYSTEMS; GRADING; LARGE SCALE SYSTEMS; OPTIMIZATION; PATIENT TREATMENT;

EID: 85014047832     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICBME.2016.7890984     Document Type: Conference Paper
Times cited : (16)

References (27)
  • 1
    • 84942365408 scopus 로고    scopus 로고
    • Current technologies for the endoscopic assessment of duodenal villous pattern in celiac disease
    • G. Ianiro, S. Bibbò, S. Pecere, A. Gasbarrini, and G. Cammarota, "Current technologies for the endoscopic assessment of duodenal villous pattern in celiac disease, " Computers in Biology and Medicine, vol. 65, pp. 308-314, 2015.
    • (2015) Computers in Biology and Medicine , vol.65 , pp. 308-314
    • Ianiro, G.1    Bibbò, S.2    Pecere, S.3    Gasbarrini, A.4    Cammarota, G.5
  • 4
    • 84930808563 scopus 로고    scopus 로고
    • Bayesian network construction using a fuzzy rule based approach for medical decision support
    • V. Zarikas, E. I. Papageorgiou, and P. Rengner, "Bayesian network construction using a fuzzy rule based approach for medical decision support, " Expert Systems, vol. 32, no. 3, pp. 344-369, 2014.
    • (2014) Expert Systems , vol.32 , Issue.3 , pp. 344-369
    • Zarikas, V.1    Papageorgiou, E.I.2    Rengner, P.3
  • 5
    • 84962124730 scopus 로고    scopus 로고
    • Design of fuzzy cognitive maps for modeling time series
    • W. Pedrycz, A. Jastrzebska, and W. Homenda, "Design of fuzzy cognitive maps for modeling time series, " IEEE Transactions Fuzzy Systems, vol. 24, no. 1, pp. 120-130, 2016.
    • (2016) IEEE Transactions Fuzzy Systems , vol.24 , Issue.1 , pp. 120-130
    • Pedrycz, W.1    Jastrzebska, A.2    Homenda, W.3
  • 7
    • 84896317177 scopus 로고    scopus 로고
    • Diagnosis and classification of celiac disease and gluten sensivity
    • E. Tonutti and N. Bizzaro, "Diagnosis and classification of celiac disease and gluten sensivity, " Autoimmunity Reviews, vol. 13, no. 4, pp. 472-476, 2014.
    • (2014) Autoimmunity Reviews , vol.13 , Issue.4 , pp. 472-476
    • Tonutti, E.1    Bizzaro, N.2
  • 8
    • 0041669320 scopus 로고    scopus 로고
    • Coeliac disease
    • P. H. R. Green and B. Jabri, "Coeliac disease, " Lancet, vol. 362, pp. 383-391, 2003.
    • (2003) Lancet , vol.362 , pp. 383-391
    • Green, P.H.R.1    Jabri, B.2
  • 9
    • 0026515461 scopus 로고
    • Major histocompatibility complex and the small intestine: A molecular and immunobiologic approach to the spectrum of gluten sensitivity (coeliac sprue)
    • M. N. Marsh, Gluten, "Major histocompatibility complex and the small intestine: A molecular and immunobiologic approach to the spectrum of gluten sensitivity (coeliac sprue) , "Gastroenterology, vol. 102, no. 1, pp. 330-354, 1992.
    • (1992) Gastroenterology , vol.102 , Issue.1 , pp. 330-354
    • Marsh Gluten, M.N.1
  • 10
    • 0033364256 scopus 로고    scopus 로고
    • The histopathology of coeliac disease: Time for a standardized report scheme for pathologists
    • G. Oberhuber, G. Granditsch, and H. Vogelsang , "The histopathology of coeliac disease: Time for a standardized report scheme for pathologists, " Gastroenterology and Hepatology, vol. 11, no. 10, pp. 1185-1194, 1999.
    • (1999) Gastroenterology and Hepatology , vol.11 , Issue.10 , pp. 1185-1194
    • Oberhuber, G.1    Granditsch, G.2    Vogelsang, H.3
  • 12
    • 84887826026 scopus 로고    scopus 로고
    • Diagnosis support system based on clinical guidelines: Comparison between case-based fuzzy cognitive maps and Bayesian networks
    • N. Douali, H. Csaba, J. De Roo, E. I. Papageorgiou, and M. C. Jaulent, "Diagnosis support system based on clinical guidelines: comparison between case-based fuzzy cognitive maps and Bayesian networks, " Computer Methods and Programs in Biomedicine, vol. 113, no. 1, pp. 133-143, 2014.
    • (2014) Computer Methods and Programs in Biomedicine , vol.113 , Issue.1 , pp. 133-143
    • Douali, N.1    Csaba, H.2    De Roo, J.3    Papageorgiou, E.I.4    Jaulent, M.C.5
  • 17
    • 78049528517 scopus 로고    scopus 로고
    • Analyzing the performance of fuzzy cognitive maps with non-linear hebbian learning algorithm in predicting autistic disorder
    • A. Kannappan, A. Tamilarasi, and E. I. Papageorgiou, "Analyzing the performance of fuzzy cognitive maps with non-linear hebbian learning algorithm in predicting autistic disorder, " Expert Systems with Applications, vol. 38, no. 3, pp. 1282-1292, 2011.
    • (2011) Expert Systems with Applications , vol.38 , Issue.3 , pp. 1282-1292
    • Kannappan, A.1    Tamilarasi, A.2    Papageorgiou, E.I.3
  • 18
    • 84887181683 scopus 로고    scopus 로고
    • Two-steps learning of fuzzy cognitive maps for prediction and knowledge discovery on the HIV-1 drug resistance
    • G. Nápoles, I. Grau, R. Bello, and R. Grau, "Two-steps learning of Fuzzy Cognitive Maps for prediction and knowledge discovery on the HIV-1 drug resistance, " Expert Systems with Applications, vol. 41, no. 3, pp. 821-830, 2014.
    • (2014) Expert Systems with Applications , vol.41 , Issue.3 , pp. 821-830
    • Nápoles, G.1    Grau, I.2    Bello, R.3    Grau, R.4
  • 20
    • 84951304847 scopus 로고    scopus 로고
    • Improved accelerated PSO algorithm for mechanical engineering optimization problems
    • N. Ben Guedria, "Improved accelerated PSO algorithm for mechanical engineering optimization problems, " Applied Soft Computing, vol. 40, pp. 455-467, 2016.
    • (2016) Applied Soft Computing , vol.40 , pp. 455-467
    • Ben Guedria, N.1
  • 22
    • 50149099761 scopus 로고    scopus 로고
    • Particle swarm approaches using Lozi map chaotic sequences to fuzzy modelling of an experimental thermalvacuum system
    • E. Araujo and L. dos S. Coelho, "Particle swarm approaches using Lozi map chaotic sequences to fuzzy modelling of an experimental thermalvacuum system, " Applied Soft Computing, vol. 8, no. 4, pp. 1354-1364, 2008.
    • (2008) Applied Soft Computing , vol.8 , Issue.4 , pp. 1354-1364
    • Araujo, E.1    Dos, S.C.L.2
  • 24
    • 84961802051 scopus 로고    scopus 로고
    • SVM-PSO based rotationinvariant image texture classification in SVD and DWT domains
    • B. M. Chang, H. H. Tsai, and C. Y. Yen, "SVM-PSO based rotationinvariant image texture classification in SVD and DWT domains, " Engineering Applications of Artificial Intelligence, vol. 52, pp. 96-107, 2016.
    • (2016) Engineering Applications of Artificial Intelligence , vol.52 , pp. 96-107
    • Chang, B.M.1    Tsai, H.H.2    Yen, C.Y.3
  • 25
    • 84945936408 scopus 로고    scopus 로고
    • A novel SVM-kNN-PSO ensemble method for intrusion detection system
    • A. A. Aburomman and M. B. I. Reaz, "A novel SVM-kNN-PSO ensemble method for intrusion detection system, " Applied Soft Computing, vol. 38, pp. 360-372, 2016.
    • (2016) Applied Soft Computing , vol.38 , pp. 360-372
    • Aburomman, A.A.1    Reaz, M.B.I.2
  • 26
    • 84929936194 scopus 로고    scopus 로고
    • A corpus-based semantic kernel for text classification by using meaning values of terms
    • B. Altinel, M. C. Ganizb, and B. Diric, "A corpus-based semantic kernel for text classification by using meaning values of terms, " Engineering Applications of Artificial Intelligence, vol. 43, pp. 54-66, 2015.
    • (2015) Engineering Applications of Artificial Intelligence , vol.43 , pp. 54-66
    • Altinel, B.1    Ganizb, M.C.2    Diric, B.3
  • 27
    • 71549159433 scopus 로고    scopus 로고
    • Recognition of human activities using SVM multi-class classifier
    • H. Qian, Y. Mao, W. Xiang, and Z. Wang, "Recognition of human activities using SVM multi-class classifier, " Pattern Recognition Letters, vol. 31, no. 2, pp. 100-111, 2010.
    • (2010) Pattern Recognition Letters , vol.31 , Issue.2 , pp. 100-111
    • Qian, H.1    Mao, Y.2    Xiang, W.3    Wang, Z.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.