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Number of items: 8.

Article

Eitzinger, C. , Heidl, W. , Lughofer, E. , Raiser, S. , Smith, J. , Tahir, M. , Sannen, D. and van Brussels, H. (2010) Assessment of the influence of adaptive components in trainable surface inspection systems. Machine Vision and Applications: Special Issue on Integrated Imaging and Vision Techniques for Industrial Inspection, 21 (5). pp. 613-626. ISSN 0932-8092 Available from: http://eprints.uwe.ac.uk/11061

Tahir, M. and Smith, J. (2010) Creating diverse nearest neighbour ensembles using simultaneous metaheuristic feature selection. Pattern Recognition Letters, 31 (11). pp. 1470-1480. ISSN 0167-8655 Available from: http://eprints.uwe.ac.uk/11063

Lughofer, E. , Smith, J. , Tahir, M. , Caleb-Solly, P. , Eitzinger, C. , Sannen, D. and Nuttin, M. (2009) Human-machine interaction issues in quality control based on on-line image classification. IEEE Transactions on Systems Man & Cybernetics, Part A: Systems and Humans, 39 (5). pp. 960-971. ISSN 1083-4427 Available from: http://eprints.uwe.ac.uk/11059

Lughofer, E. , Smith, J. , Tahir, M. , Caleb-Solly, P. , Eitzinger, C. , Sannen, D. and Nuttin, M. (2009) Human-machine interaction issues in quality control based on online image classification. IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans, 39 (5). pp. 960-971. ISSN 1083-4427 Available from: http://eprints.uwe.ac.uk/18230

Book Section

Smith, J. , Tahir, M. , Sannen, D. and Van Brussel, H. (2012) Making early predictions of the accuracy of machine learning classifiers. In: Sayed-Mouchaweh, M. and Lughofer, E. , eds. (2012) Learning in Non-Stationary Environments. Springer, pp. 125-151. ISBN 9781441980199 Available from: http://eprints.uwe.ac.uk/18256

Tahir, M. and Smith, J. (2008) Feature selection for heterogeneous ensembles of nearest neighbour classifiers using hybrid tabu search. In: Siarry, P. and Michalewicz, Z. , eds. (2008) Advances in Metaheuristics for Hard Optimization. Berlin, Heidelberg, New York: Springer, pp. 69-85. ISBN 9783540729594 Available from: http://eprints.uwe.ac.uk/11054

Conference or Workshop Item

Lughofer, E. , Smith, J. , Tahir, M. , Caleb-Solly, P. , Eitzinger, C. , Sannen, D. and van Brussels, H. (2008) On human-machine interaction during online image classifier training. In: Proceedings of the International Conference on Computational Intelligence for Modelling, Control and Automation (CIMCA), 2008, Vienna, Austria, 10-12 December, 2008., pp. 1005-1010 Available from: http://eprints.uwe.ac.uk/11114

Smith, J. and Tahir, M. (2007) Stop wasting time: On predicting the success or failure of learning for industrial applications. In: Proceedings of the 8th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL'08), Springer, Berlin, Heidelberg, New York., pp. 673-683 Available from: http://eprints.uwe.ac.uk/11107

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