Co-operative neural networks and 'integrated' classification

被引：2

作者：

Ahmad, K ^{[1
]}

Vrusias, B ^{[1
]}

Tariq, M ^{[1
]}

机构：

[1] Univ Surrey, Guildford GU2 5XH, Surrey, England

来源：

PROCEEDING OF THE 2002 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-3 | 2002年

关键词：

D O I：

10.1109/IJCNN.2002.1007747

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

'Integrated' classification refers to the conjunctive or competitive use of two or more (neural) classifiers. A cooperative neural network system comprising two independently trained Kohonen networks and co-operating with the help of a Hebbian network, is described. The effectiveness of such a network is demonstrated by using it to retrieve images and related texts from a multi-media database. Preliminary results of such an approach appear to be encouraging.

引用

页码：1546 / 1551

页数：2

共 50 条

[1] The Diversity of Co-operative Institutions and their Classification
Fauquet, G.
[J]. INTERNATIONAL LABOUR REVIEW, 1939, 39 (04) : 435 - 458
[2] TOWARDS AN AGRICULTURAL CO-OPERATIVE CLASSIFICATION
MURRAY, GC
[J]. JOURNAL OF AGRICULTURAL ECONOMICS, 1983, 34 (02) : 151 - 161
[3] Co-Operative Coevolutionary Neural Networks for Mining Functional Association Rules
Wang, Bing
Merrick, Kathryn E.
Abbass, Hussein A.
[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 28 (06) : 1331 - 1344
[4] The Co-operative Movement and Co-operative Law
Egger, A.
[J]. INTERNATIONAL LABOUR REVIEW, 1925, 12 (05) : 609 - 633
[5] Co-operative Health Information Networks ''CHIN''
Weser, AJ
Kleinholz, L
Soderstrom, PO
Eklund, P
deMoor, G
Williams, H
Venters, G
Mahr, B
[J]. MEDICAL INFORMATICS EUROPE '96: HUMAN FACETS IN INFORMATION TECHNOLOGIES, 1996, 34 : 1068 - 1072
[6] Interweave Cognitive Networks with Co-operative Sensing
Kusaladharma, S.
Tellambura, C.
[J]. 2015 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2015,
[7] Co-operative multi-target tracking and classification
Kumar, P
Ranganath, S
Sengupta, K
Weimin, H
[J]. COMPUTER VISION - ECCV 2004, PT 1, 2004, 3021 : 376 - 389
[8] Integrated co-operative governance in the context of sustainable development
Nealer, E. J.
Naude, M.
[J]. TD-THE JOURNAL FOR TRANSDISCIPLINARY RESEARCH IN SOUTHERN AFRICA, 2011, 7 (01) : 105 - 118
[9] CO-OPERATIVE EDUCATION AND CO-OPERATIVE DEVELOPMENT - TANZANIAN EXPERIENCE
HYDEN, G
[J]. AGRICULTURAL ADMINISTRATION, 1974, 1 (01): : 35 - 50
[10] THE INTERNATIONAL CO-OPERATIVE ALLIANCE THE CO-OPERATIVE MOVEMENT AND THE STATE
不详
[J]. INTERNATIONAL LABOUR REVIEW, 1946, 53 (1-2) : 114 - 114

← 1 2 3 4 5 →