Ioannis E. Livieris
Ioannis E. Livieris
University of Patras, Department of Mathematics
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα upatras.gr - Αρχική σελίδα
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Predicting students’ performance using artificial neural networks
IE Livieris, K Drakopoulou, P Pintelas
8th PanHellenic Conference with International Participation Information and …, 2012
372012
A memoryless BFGS neural network training algorithm
MS Apostolopoulou, DG Sotiropoulos, IE Livieris, P Pintelas
2009 7th IEEE International Conference on Industrial Informatics, 216-221, 2009
322009
Predicting secondary school students' performance utilizing a semi-supervised learning approach
IE Livieris, K Drakopoulou, VT Tampakas, TA Mikropoulos, P Pintelas
Journal of educational computing research 57 (2), 448-470, 2019
302019
A new conjugate gradient algorithm for training neural networks based on a modified secant equation
IE Livieris, P Pintelas
Applied Mathematics and Computation 221, 491-502, 2013
282013
A decision support system for predicting students’ performance
I Livieris, T Mikropoulos, P Pintelas
Themes in Science and Technology Education 9 (1), 43-57, 2016
272016
A survey on algorithms for training artificial neural networks
IE Livieris, P Pintelas
University of Patras, Department of Mathematics, Educational Software …, 2008
262008
Globally convergent modified Perry’s conjugate gradient method
IE Livieris, P Pintelas
Applied Mathematics and Computation 218 (18), 9197-9207, 2012
232012
An ensemble SSL algorithm for efficient chest X-ray image classification
IE Livieris, A Kanavos, V Tampakas, P Pintelas
Journal of Imaging 4 (7), 95, 2018
202018
An ensemble-based semi-supervised approach for predicting students’ performance
IE Livieris, K Drakopoulou, TA Mikropoulos, V Tampakas, P Pintelas
Research on e-Learning and ICT in Education, 25-42, 2018
182018
Improving the classification efficiency of an ANN utilizing a new training methodology
IE Livieris
Informatics 6 (1), 1, 2019
172019
An improved spectral conjugate gradient neural network training algorithm
IE Livieris, P Pintelas
International Journal on Artificial Intelligence Tools 21 (01), 1250009, 2012
172012
On descent spectral CG algorithms for training recurrent neural networks
IE Livieris, DG Sotiropoulos, P Pintelas
2009 13th Panhellenic Conference on Informatics, 65-69, 2009
172009
A new class of spectral conjugate gradient methods based on a modified secant equation for unconstrained optimization
IE Livieris, P Pintelas
Journal of Computational and Applied Mathematics 239, 396-405, 2013
162013
DSS-PSP-a decision support software for evaluating students’ performance
IE Livieris, K Drakopoulou, T Kotsilieris, V Tampakas, P Pintelas
International Conference on Engineering Applications of Neural Networks, 63-74, 2017
122017
Classification of Large Biomedical Data using ANNs based on BFGS method
IE Livieris, MS Apostolopoulou, DG Sotiropoulos, S Sioutas, P Pintelas
2009 13th Panhellenic Conference on Informatics, 87-91, 2009
122009
Performance evaluation of descent CG methods for neural network training
IE Livieris, P Pintelas
9th Hellenic European Research on Computer Mathematics its Applications …, 2009
122009
A CNN–LSTM model for gold price time-series forecasting
IE Livieris, E Pintelas, P Pintelas
Neural Computing and Applications, 1-10, 2020
112020
A descent Dai-Liao conjugate gradient method based on a modified secant equation and its global convergence
IE Livieris, P Pintelas
ISRN Computational Mathematics 2012, 2012
112012
An advanced conjugate gradient training algorithm based on a modified secant equation
IE Livieris, P Pintelas
ISRN Artificial Intelligence 2012, 2012
112012
An auto-adjustable semi-supervised self-training algorithm
IE Livieris, A Kanavos, V Tampakas, P Pintelas
Algorithms 11 (9), 139, 2018
102018
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