2020
Interaction between two cells based on a recurrent neural network using the impedance concept Journal Article
In: Journal of Computational Methods in Sciences and Engineering, pp. 1–7, 2020, ISSN: 14727978, 18758983.
2019
Efficient Learning Rate Adaptation for Convolutional Neural Network Training Proceedings Article
In: 2019 International Joint Conference on Neural Networks (IJCNN), pp. 1-8, 2019.
2018
Pose recognition using convolutional neural networks on omni-directional images Journal Article
In: Neurocomputing, vol. 280, pp. 23–31, 2018.
Convolutional neural networks for toxic comment classification Proceedings Article
In: Proceedings of the 10th hellenic conference on artificial intelligence, pp. 1–6, 2018.
Assessing image analysis filters as augmented input to convolutional neural networks for image classification Proceedings Article
In: International Conference on Artificial Neural Networks, pp. 188–196, Springer 2018.
2017
A novel adaptive learning rate algorithm for convolutional neural network training Proceedings Article
In: International Conference on Engineering Applications of Neural Networks, pp. 327–336, Springer 2017.
Interaction between two cells based on a recurrent neural network using the impedance concept Journal Article
In: Journal of Computational Methods in Sciences and Engineering, pp. 1–7, 2020, ISSN: 14727978, 18758983.
Efficient Learning Rate Adaptation for Convolutional Neural Network Training Proceedings Article
In: 2019 International Joint Conference on Neural Networks (IJCNN), pp. 1-8, 2019.
Pose recognition using convolutional neural networks on omni-directional images Journal Article
In: Neurocomputing, vol. 280, pp. 23–31, 2018.
Convolutional neural networks for toxic comment classification Proceedings Article
In: Proceedings of the 10th hellenic conference on artificial intelligence, pp. 1–6, 2018.
Assessing image analysis filters as augmented input to convolutional neural networks for image classification Proceedings Article
In: International Conference on Artificial Neural Networks, pp. 188–196, Springer 2018.
A novel adaptive learning rate algorithm for convolutional neural network training Proceedings Article
In: International Conference on Engineering Applications of Neural Networks, pp. 327–336, Springer 2017.
Detection of malignant melanomas in dermoscopic images using convolutional neural network with transfer learning Proceedings Article
In: International Conference on Engineering Applications of Neural Networks, pp. 404–414, Springer 2017.
Weakly-supervised convolutional learning for detection of inflammatory gastrointestinal lesions Proceedings Article
In: 2016 IEEE international conference on imaging systems and techniques (IST), pp. 510–514, IEEE 2016.
Convolutional neural networks for pose recognition in binary omni-directional images Proceedings Article
In: IFIP International Conference on Artificial Intelligence Applications and Innovations, pp. 106–116, Springer 2016.
Hardware-friendly higher-order neural network training using distributed evolutionary algorithms Journal Article
In: Applied Soft Computing, vol. 10, no. 2, pp. 398–408, 2010.
Hardware-friendly higher-order neural network training using distributed evolutionary algorithms Journal Article
In: Applied Soft Computing, vol. 10, no. 2, pp. 398–408, 2010.
Evolutionary algorithm training of higher order neural networks Book Chapter
In: pp. 57-85, 2010, ISBN: 978-1-61520-711-4.
Financial forecasting through unsupervised clustering and neural networks Journal Article
In: Operational Research, vol. 6, no. 2, pp. 103–127, 2006.
Computational intelligence methods for financial time series modeling Journal Article
In: International Journal of Bifurcation and Chaos, vol. 16, no. 07, pp. 2053–2062, 2006.
Evolutionary training of hardware realizable multilayer perceptrons Journal Article
In: Neural Computing & Applications, vol. 15, no. 1, pp. 33–40, 2006.
Human designed vs. genetically programmed differential evolution operators Proceedings Article
In: 2006 IEEE International Conference on Evolutionary Computation, pp. 1880–1886, IEEE 2006.
Higher-order neural networks training using differential evolution Proceedings Article
In: Int. Conf. of Numerical Analysis and Applied Mathematics, Wiley-VCH, Crete, Greece, pp. 376–379, 2006.
Spiking neural network training using evolutionary algorithms Proceedings Article
In: pp. 2190 - 2194 vol. 4, 2005, ISBN: 0-7803-9048-2.
Computational intelligence techniques for acute leukemia gene expression data classification Proceedings Article
In: Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005., pp. 2469–2474, IEEE 2005.
Computational intelligence methods for financial forecasting Proceedings Article
In: Proceedings of the International Conference of Computational Methods in Sciences and Engineering (ICCMSE 2005)(ed. TE Simos), Lecture Series on Computer and Computational Sciences, pp. 1416–1419, 2005.
