Design of effective neural network ensembles for image classification purposes
Tóm tắt
Từ khóa
Tài liệu tham khảo
Battiti, 1994, Democracy in neural nets: voting schemes for classification, Neural Networks, 7, 691, 10.1016/0893-6080(94)90046-9
Bishop, 1996
Freund, 1997, A decision-theoretic generalisation of on-line learning and an application to boosting, Journal of Computer and System Sciences, 55, 119, 10.1006/jcss.1997.1504
Giacinto, 1997, Ensembles of neural networks for soft classification of remote sensing images, Proceedings of the European Symposium on Intelligent Techniques, Bari, Italy, 166
Giacinto, 2000, Combination of neural and statistical algorithms for supervised classification of remote-sensing images, Pattern Recognition Letters, 21, 385, 10.1016/S0167-8655(00)00006-4
Hansen, 1990, Neural network ensembles, IEEE Transactions on Pattern Analysis and Machine Intelligence, 12, 993, 10.1109/34.58871
Ho, 1994, Decision combination in multiple classifier systems, IEEE Transactions on Pattern Analysis and Machine Intelligence, 18, 66
Huang, 1995, A method of combining multiple experts for the recognition of unconstrained handwritten numerals, IEEE Transactions on Pattern Analysis and Machine Intelligence, 17, 90, 10.1109/34.368145
Huang, 1995, The combination of multiple classifiers by a neural network approach, International Journal of Pattern Recognition and Artificial Intelligence, 9, 579, 10.1142/S0218001495000547
Jain, 1988
Kittler, 1998, On combining classifiers, IEEE Transactions on Pattern Analysis and Machine Intelligence, 20, 226, 10.1109/34.667881
Lam, 1997, Application of majority voting to pattern recognition: an analysis of its behavior and performance, IEEE Transactions on Systems, Man and Cybernetics — Part A, 27, 553, 10.1109/3468.618255
Littlewood, 1989, Conceptual modelling of coincident failures in multiversion software, IEEE Transactions on Software Engineering, 15, 1569, 10.1109/32.58771
Opitz, 1996, Actively searching for an effective neural network ensemble, Connection Science, 8, 337, 10.1080/095400996116802
Partridge, 1996, Network generalization differences quantified, Neural Networks, 9, 263, 10.1016/0893-6080(95)00110-7
Partridge, 1996, Engineering multiversion neural-net systems, Neural Computation, 8, 869, 10.1162/neco.1996.8.4.869
Proceedings of the Final Workshop MAESTRO-1 European SAR Campaign, ESTEC, Noordwijk, The Netherlands (European Space Agency, 1992).
Raviv, 1996, Bootstraping with noise: an effective regularization technique, Connection Science, 8, 355, 10.1080/095400996116811
Richards, 1999
Roli, 1996, Multisensor image recognition by neural networks with understandable behaviour, International Journal of Pattern Recognition and Artificial Intelligence, 10, 887, 10.1142/S0218001496000517
Rosen, 1996, Ensemble learning using decorrelated neural networks, Connection Science, 8, 373, 10.1080/095400996116820
Serpico, 1996, An experimental comparison of neural and statistical non-parametric algorithms for supervised classification of remote-sensing images, Pattern Recognition Letters, 17, 1331, 10.1016/S0167-8655(96)00090-6
Serpico, 1995, Classification of multi-sensor remote-sensing images by structured neural networks, IEEE Transactions on Geoscience Remote Sensing, 33, 562, 10.1109/36.387573
1996, Connection Science, 8
Sharkey, 1996, On combining artificial neural nets, Connection Science, 8, 299, 10.1080/095400996116785
Sharkey, 1997, Combining diverse neural nets, The Knowledge Engineering Review, 12, 231, 10.1017/S0269888997003123
Tumer, 1996, Error correlation and error reduction in ensemble classifiers, Connection Science, 8, 385, 10.1080/095400996116839