Panagis Magdalinos
Panagis Magdalinos
PhD in Data Mining and Machine Learning
Verified email at - Homepage
Cited by
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A cloud-based Farm Management System: Architecture and implementation
A Kaloxylos, A Groumas, V Sarris, L Katsikas, P Magdalinos, E Antoniou, ...
Computers and electronics in agriculture 100, 168-179, 2014
SYSTAS: Density-based algorithm for clusters discovery in wireless networks
A Kousaridas, S Falangitis, P Magdalinos, N Alonistioti, M Dillinger
2015 IEEE 26th annual international symposium on personal, indoor, and …, 2015
Enhancing clustering quality through landmark-based dimensionality reduction
P Magdalinos, C Doulkeridis, M Vazirgiannis
ACM Transactions on Knowledge Discovery from Data (TKDD) 5 (2), 1-44, 2011
Data analytics for 5G networks: A complete framework for network access selection and traffic steering
S Barmpounakis, P Magdalinos, N Alonistioti, A Kaloxylos, P Spapis, ...
International Journal on Advances in Telecommunications 11 (3), 2018
The E3 architecture: enabling future cellular networks with cognitive and self‐x capabilities
K Nolte, A Kaloxylos, K Tsagkaris, T Rosowski, M Stamatelatos, A Galani, ...
International Journal of Network Management 21 (5), 360-383, 2011
A context extraction and profiling engine for 5G network resource mapping
P Magdalinos, S Barmpounakis, P Spapis, A Kaloxylos, G Kyprianidis, ...
Computer Communications 109, 184-201, 2017
K-landmarks: Distributed dimensionality reduction for clustering quality maintenance
P Magdalinos, C Doulkeridis, M Vazirgiannis
Knowledge Discovery in Databases: PKDD 2006: 10th European Conference on …, 2006
Enhancing a fuzzy logic inference engine through machine learning for a self-managed network
P Magdalinos, A Kousaridas, P Spapis, G Katsikas, N Alonistioti
Mobile Networks and Applications 16, 475-489, 2011
A Framework for Protocol Reconfiguration
E Patouni, N Alonistioti, P Magdalinos
the Proceedings of the Seventh IFIP International Conference on Mobile and …, 2005
The E3 architecture for future cognitive mobile networks
A Kaloxylos, T Rosowski, K Tsagkaris, J Gebert, E Bogenfeld, ...
2009 IEEE 20th International Symposium on Personal, Indoor and Mobile Radio …, 2009
Tutamen: An integrated personal mobile and adaptable video platform for health and protection
D Palma, J Goncalves, L Cordeiro, P Simoes, E Monteiro, P Magdalinos, ...
Artificial Intelligence Applications and Innovations: 9th IFIP WG 12.5 …, 2013
A sequential sampling framework for spectral k-means based on efficient bootstrap accuracy estimations: application to distributed clustering
D Mavroeidis, P Magdalinos
ACM Transactions on Knowledge Discovery from Data (TKDD) 6 (2), 1-37, 2012
Feedback-based learning for self-managed network elements
P Magdalinos, A Kousaridas, P Spapis, G Katsikas, N Alonistioti
12th IFIP/IEEE International Symposium on Integrated Network Management (IM …, 2011
A proof of concept architecture for self-configuring autonomic systems
P Magdalinos, S Polymeneas, P Gliatis, X Fafoutis, A Merenditis, ...
17th ICT Mobile and Wireless Communications Summit, 2008
Coverage and capacity optimization of self-managed future internet wireless networks
P Magdalinos, D Makris, P Spapis, C Papazafeiropoulos, A Kousaridas, ...
Towards a Service-Based Internet: Third European Conference, ServiceWave …, 2010
Clustering for small cells
S Falangitis, P Spapis, P Magdalinos, G Beinas, N Alonistioti
Proc. Eur. Conf. Netw. Commun.(EuCNC), 1-5, 2014
Fedra: A fast and efficient dimensionality reduction algorithm
P Magdalinos, C Doulkeridis, M Vazirgiannis
Proceedings of the 2009 SIAM International Conference on Data Mining, 509-520, 2009
Adapting policy-based management of Future Networks using collaborative filtering techniques
R Arapoglou, ID Rodis, P Magdalinos, N Alonistioti
2014 IEEE 19th International Workshop on Computer Aided Modeling and Design …, 2014
Distributed knowledge discovery with non linear dimensionality reduction
P Magdalinos, M Vazirgiannis, D Valsamou
Advances in Knowledge Discovery and Data Mining: 14th Pacific-Asia …, 2010
A novel effective distributed dimensionality reduction algorithm
P Magdalinos, C Doulkeridis, M Vazirgiannis
Feature Selection for Data Mining: Interfacing Machine Learning and …, 2006
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