Browse by Person

Article

Adam, S.P. and Magoulas, George D. and Karras, D.A. and Vrahatis, M.N. (2016) Bounding the search space for global optimization of neural networks learning error: an interval analysis approach. Journal of Machine Learning Research 17 , pp. 1-40. ISSN 1533-7928.

Adam, S.P. and Karras, D.A. and Magoulas, George D. and Vrahatis, M.N. (2014) Solving the linear interval tolerance problem for weight initialization of neural networks. Neural Networks 54 , pp. 17-37. ISSN 0893-6080.

Book Section

Karkanis, S.A. and Magoulas, George and Iakovidis, D.K. and Maroulis, D.E. and Karras, D.A. (2001) Evaluation of textural feature extraction schemes for neural network-based interpretation of regions in medical images. In: UNSPECIFIED (ed.) Proceedings of the 2001 International Conference on Image Processing: ICIP 2001. IEEE Computational Intelligence Society, pp. 281-284. ISBN 9780780367251.

Karkanis, S.A. and Magoulas, George and Grigoriadou, M. and Karras, D.A. (1999) Neural network based textural labeling of images in multimedia applications. In: UNSPECIFIED (ed.) 25th EUROMICRO '99 Conference, Informatics: Theory and Practice for the New Millenium. IEEE Computer Society. ISBN 0769503217.

Conference or Workshop Item

Adam, S.P. and Karras, D.A. and Magoulas, George D. and Vrahatis, M.N. (2015) Reliable estimation of a neural network’s domain of validity through interval analysis based inversion. In: 2015 International Joint Conference on Neural Networks (IJCNN), 12-17 July 2015, Killarney.