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 | 27 | 2012 |
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 | 24 | 2015 |
Self-Organizing Maps for advanced learning in cognitive radio systems PD Kostas Tsagkaris, Aimilia Bantouna Computers & Electrical Engineering, 2012 | 22* | 2012 |
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 | 19 | 2013 |
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, 150-173, 2014 | 17 | 2014 |
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 | 15 | 2011 |
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 | 13 | 2012 |
Unified management framework (UMF) specifications release 3 K Tsagkaris, A Galani, N Koutsouris, P Demestichas, A Bantouna UniverSelf Project, Deliverable D 2, 2013 | 11 | 2013 |
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 | 8 | 2012 |
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 | 7 | 2010 |
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 | 5 | 2012 |
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 | 5 | 2012 |
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 | 4 | 2013 |
85 Impact of Cognitive Radio I Macaluso, TK Forde, L Dasilva, L Doyle, V Stavroulaki, A Bantouna, ... IEEE Vehicular Technology Magazine, 2012 | 4 | 2012 |
A Machine‐Learning Approach Based on Bio‐Inspired Intelligence D Karvounas, A Bantouna, A Georgakopoulos, K Tsagkaris, V Stavroulaki, ... Opportunistic Spectrum Sharing and White Space Access: The Practical Reality …, 2015 | 3 | 2015 |
Machine learning applied to cognitive communications A Bantouna, K Tsagkaris, V Stavroulaki, P Demestichas, G Poulios Cognitive Communications: Distributed Artificial Intelligence (DAI …, 2012 | 3 | 2012 |
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 | 3 | 2012 |
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 | 2 | 2012 |
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 | 2 | 2012 |
2012 index ieee vehicular technology magazine vol. 7 C Backof, F Bader, G Baldini, L Banda, J Banford, A Bantouna, ... IEEE Vehicular Technology Magazine 7 (4), 1, 2012 | 1 | 2012 |