Immune multi agent neural network and its application to the coronary heart disease database

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3214, Issue , 2004, Pages 1097-1105

  Oeda, Shinichi ^a,b,c   Ichimura, Takumi ^a,b,c   Yoshida, Katsumi ^a,b,c  

^a TOKYO METROPOLITAN UNIVERSITY   (Japan)

^b HIROSHIMA CITY UNIVERSITY   (Japan)

^c ST MARIANNA UNIVERSITY SCHOOL OF MEDICINE   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

CARDIOLOGY; DATABASE SYSTEMS; DIAGNOSIS; DISEASES; HEART; KNOWLEDGE BASED SYSTEMS; LEARNING ALGORITHMS; MEDICAL COMPUTING; MULTI AGENT SYSTEMS;

CORONARY HEART DISEASE; ITS APPLICATIONS; LEARNING METHODS; MEDICAL DATABASE; MEDICAL RECORD; OUTPUT SIGNAL; TRAINING DATASET; TRAINING SUBSETS;

CLASSIFICATION (OF INFORMATION);

EID: 35048849076     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-30133-2_146     Document Type: Article

References (6)

1. T. Ichimura, S. Oeda, K. Yoshida, "A Classification Method of Medical Database by Immune Multi Agent Neural Networks with Planar Lattice Architecture", Proc. of the 7th International Conference on Knowledge-Based Intelligent Engineering Systems & Allied Technologies (KES2003), Vol.2, pp.380-387 (2003).
2. T. Ichimura, S. Oeda, T. Yamashita, et al., "A learning method of neural network with lattice architecture", Journal of Japan Society for Fuzzy Theory, Vol. 14, No.l, pp.28-42 (2002).
3. T. Kohonen, "Self-organizing maps", Springer Series in Information Sciences, Vol. 30., (1995).
4. S. Ocda, T. Ichimura.et al., "A Synthesis of Structural Adaptive Learning Algorithm in Neural Network Based on the Theory of Evolution", Information Processing Society of Japan, Vol.43, No.8, pp.2728-2738, (2002).
5. T.Ichimura, N.Matsumoto, E.Tazaki and Katsumi Yoshida, "Extraction Method of Rules from Reflective Neural Network Architecture", IEEE Intl. Conf. on Neural Networks (ICNN'97), pp.510-515 (1997)
6. M. Suka, T. Ichimura and K. Yoshida: "Development of Coronary Heart Disease Databases", Proc. The Eighth Conference on Knowledge-Based Intelligent Information and Engineering Systems (KES'2004) (to appear).