Aimilia Bantouna
Aimilia Bantouna
Verified email at unipi.gr
Title
Cited by
Cited by
Year
An overview of learning mechanisms for cognitive systems
A Bantouna, V Stavroulaki, Y Kritikou, K Tsagkaris, P Demestichas, ...
EURASIP Journal on Wireless Communications and Networking 2012 (1), 22, 2012
242012
Self-Organizing Maps for advanced learning in cognitive radio systems
PD Kostas Tsagkaris, Aimilia Bantouna
Computers & Electrical Engineering, 2012
18*2012
Impact of cognitive radio: Recognition and informed exploitation of grey spectrum opportunities
I Macaluso, TK Forde, L DaSilva, L Doyle
IEEE Vehicular Technology Magazine 7 (2), 85-90, 2012
162012
Network load predictions based on big data and the utilization of self-organizing maps
A Bantouna, G Poulios, K Tsagkaris, P Demestichas
Journal of network and systems management 22 (2), 150-173, 2014
152014
Operator-driven framework for establishing and unifying autonomic network and service management solutions
K Tsagkaris, P Vlacheas, A Bantouna, P Demestichas, G Nguengang, ...
2011 IEEE GLOBECOM Workshops (GC Wkshps), 684-689, 2011
152011
Cross-layer analysis in cognitive radio—Context identification and decision making aspects
A Kliks, D Triantafyllopoulou, L De Nardis, O Holland, L Gavrilovska, ...
IEEE Transactions on Cognitive Communications and Networking 1 (4), 450-463, 2015
122015
Unified management framework (umf) specifications release 3
K Tsagkaris, A Galani, N Koutsouris, P Demestichas, A Bantouna
Deliverable d2 4, 2013
112013
A survey of autonomic networking architectures: towards a unified management framework
K Tsagkaris, G Nguengang, A Galani, I Grida Ben Yahia, M Ghader, ...
International Journal of Network Management 23 (6), 402-423, 2013
102013
Knowledge management toolbox: machine learning for cognitive radio networks
V Stavroulaki, A Bantouna, Y Kritikou, K Tsagkaris, P Demestichas, ...
IEEE Vehicular Technology Magazine 7 (2), 91-99, 2012
102012
Self-organizing maps for improving the channel estimation and predictive modelling phase of cognitive radio systems
A Bantouna, K Tsagkaris, P Demestichas
Artificial Neural Networks–ICANN 2010, 382-391, 2010
72010
Unifying management of future networks with trust
L Ciavaglia, S Ghamri-Doudane, M Smirnov, P Demestichas, ...
Bell Labs Technical Journal 17 (3), 193-212, 2012
42012
Role of neighbour discovery in distributed learning and knowledge sharing algorithms for cognitive wireless networks
L De Nardis, MG Di Benedetto, V Stavroulaki, A Bantouna, Y Kritikou, ...
2012 International Symposium on Wireless Communication Systems (ISWCS), 421-425, 2012
42012
On accomplishing context awareness for autonomic network management
B Fuentes, A Bantouna, L Bennacer, G Calochira, M Ghader, G Katsikas, ...
2012 Future Network & Mobile Summit (FutureNetw), 1-9, 2012
42012
Neighbour and network discovery in cognitive radio networks: research activities and results in the ACROPOLIS Network of Excellence
L De Nardis, MG Di Benedetto, V Rakovic, V Atanasovski, L Gavrilovska, ...
European Wireless 2013; 19th European Wireless Conference, 1-6, 2013
32013
Learning techniques for context diagnosis and prediction in cognitive communications
A Bantouna, K Tsagkaris, V Stavroulaki, G Poulios, P Demestichas
Cognitive Communications: Distributed Artificial Intelligence (DAI …, 2012
32012
Machine learning applied to cognitive communications
A Bantouna, K Tsagkaris, V Stavroulaki, P Demestichas, G Poulios
Cognitive Communications: Distributed Artificial Intelligence (DAI …, 2012
32012
On the role of learning in autonomic network management: The UniverSelf project approach
P Spapis, R Razavi, S Georgoulas, Z Altman, R Combes, A Bantouna
2012 Future Network & Mobile Summit (FutureNetw), 1-8, 2012
32012
Mechanisms for information and knowledge sharing in wireless communication systems
A Georgakopoulos, P Demestichas, V Stavroulaki, K Tsagkaris, ...
2012 International Symposium on Wireless Communication Systems (ISWCS), 411-415, 2012
12012
Learning and Knowledge Management Toolbox for Cognitive Radio Network Applications
V Stavroulaki, A Bantouna, Y Kritikou, K Tsagkaris, P Demestichas, ...
IEEE Vehicular Technology Magazine 7 (2), 91-99, 2012
12012
System and method for personalized migraine prediction powered by machine learning
P Demestichas, A Bantouna, E Giannopoulou, I Stenos, VA Stavroulaki
US Patent App. 15/720,786, 2018
2018
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Articles 1–20