Παρακολούθηση
Nicholas Ampazis
Nicholas Ampazis
University of the Aegean
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα fme.aegean.gr - Αρχική σελίδα
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
Two highly efficient second-order algorithms for training feedforward networks
N Ampazis, SJ Perantonis
IEEE Transactions on Neural Networks 13 (5), 1064-1074, 2002
2142002
Levenberg-Marquardt algorithm with adaptive momentum for the efficient training of feedforward networks
N Ampazis, SJ Perantonis
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000
962000
Dynamics of multilayer networks in the vicinity of temporary minima
N Ampazis, SJ Perantonis, JG Taylor
Neural Networks 12 (1), 43-58, 1999
561999
Constrained learning in neural networks: Application to stable factorization of 2-D polynomials
S Perantonis, N Ampazis, S Varoufakis, G Antoniou
Neural Processing Letters 7, 5-14, 1998
501998
A constrained optimization algorithm for learning GloVe embeddings with semantic lexicons
F Sakketou, N Ampazis
Knowledge-Based Systems 195, 105628, 2020
382020
LSISOM—A Latent Semantic Indexing Approach to Self-Organizing Maps of Document Collections
N Ampazis, SJ Perantonis
Neural Processing Letters 19, 157-173, 2004
372004
Pap-smear classification using efficient second order neural network training algorithms
N Ampazis, G Dounias, J Jantzen
Lecture notes in computer science, 230-245, 2004
342004
Collaborative filtering via concept decomposition on the netflix dataset
N Ampazis
Proceedings of the 18th European Conference on Artificial Intelligence …, 2008
272008
Automated identification of cancerous smears using various competitive intelligent techniques
G Dounias, B Bjerregaard, J Jantzen, A Tsakonas, N Ampazis, G Panagi, ...
Oncology reports 15 (4), 1001-1006, 2006
262006
Supply Chain Optimization, Design, and Management: Advances and Intelligent Methods: Advances and Intelligent Methods
I Minis, V Zeimpekis, G Dounias, N Ampazis
IGI Global, 2010
242010
A dynamical model for the analysis and acceleration of learning in feedforward networks
N Ampazis, SJ Perantonis, JG Taylor
Neural networks 14 (8), 1075-1088, 2001
142001
A learning framework for neural networks using constrained optimization methods
SJ Perantonis, N Ampazis, V Virvilis
Annals of Operations Research 99, 385-401, 2000
142000
Factorization of 2-D polynomials using neural networks and constrained learning techniques
SJ Perantonis, N Ampazis, SJ Varoufakis, G Antoniou
ISIE'97 Proceeding of the IEEE International Symposium on Industrial …, 1997
131997
Forecasting Demand in Supply Chain Using Machine Learning Algorithms
N Ampazis
International Journal of Artificial Life Research (IJALR) 5 (1), 56-73, 2015
122015
Efficient second order neural network training algorithms for the construction of a pap-smear classifier
N Ampazis, G Dounias, J Jantzen
Lecture Notes in Artificial Intelligence (LNAI) 3025, 230-245, 2004
122004
On the invariance of the selu activation function on algorithm and hyperparameter selection in neural network recommenders
F Sakketou, N Ampazis
Artificial Intelligence Applications and Innovations: 15th IFIP WG 12.5 …, 2019
102019
Recommending Who to Follow on Twitter Based on Tweet Contents and Social Connections
E Tsourougianni, N Ampazis
Social Networking 2, 165, 2013
102013
Applications of neural networks in supply chain management
I Minis
Handbook of Research on Nature-Inspired Computing for Economics and …, 2007
92007
Prediction of aircraft aluminum alloys tensile mechanical properties degradation using support vector machines
N Ampazis, ND Alexopoulos
Hellenic Conference on Artificial Intelligence, 9-18, 2010
82010
Cross-language information retrieval using latent semantic indexing and self-organizing maps
N Ampazis, H Iakovaki
2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No …, 2004
82004
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