List of Publications

Book Chapters

1. A.Kousaridas, P.Magdalinos, N.Alonistioti, "Service Provision Evolution in Self-Managed Future Internet Environments", To appear in IGI Global "Advancements in Distributed Computing and Internet Technologies: Trends and Issues", 2011 - fulltext

Refereed Journal Publications

1. D.Mavroeidis, P.Magdalinos, "A Sequential Sampling Framework for Spectral k-Means based on Efficient Bootstrap Accuracy Estimations: Application to Distributed Clustering", ACM Transactions on Knowledge Discovery from Data, Volume 7, Issue 2, August 2012 - fulltext
2. P. Magdalinos, C.Doulkeridis, M.Vazirgiannis, "Enhancing Clustering Quality through Landmark Based Dimensionality Reduction", ACM Transactions on Knowledge Discovery from Data, Special Issue on Large Scale Data Mining - Theory and Applications, Volume 5, Issue 2, February 2011 - fulltext
3. K.Nolte, A.Kaloxylos, K.Tsagkaris, T.Rosowski, M.Stamatelatos, A.Galani, E.Bogenfeld, P.Magdalinos, J.Tiemann, J.Gebert, P.Arnold, D.Hugo, N.Alonistioti, P.Demestichas, W.Koenig, "The E3 architecture: Enabling future cellular networks with cogniteve and self-x capabilities", International Journal of Network Management, John Wiley & Sons, Ltd, 1099-1190, 2011 - fulltext
4. P.Magdalinos, A.Kousaridas, P.Spapis, G.Katsikas, N.Alonistioti, "Enhancing a Fuzzy Logic Inference Engine through Machine Learning for a Self- Managed Network", To appear in the Mobile Networks and Applications (MONET) Journal - Special Issue on Mobile Networks and Management, 2011 - fulltext

Refereed Conference Publications

1. P.Magdalinos, M.Stamatelatos, N.Alonistioti, "A Proof-of-Concept Testbed for Cooperative and Self-Growing, Energy Aware Networks", In the Proceedings of the 17th IEEE International Workshop on Computer-Aided Modeling Analysis and Design of Communication Links and Networks, Sept 17-19, Barcelona, 2012 - fulltext
2. P.Magdalinos, A.Kousaridas, P.Spapis, G.Katsikas, N.Alonistioti, "Feedback-based Learning for Self-Managed Network Elements", In the Proceedings of the 12th IEEE International Symposium on Integrated Network Management, 2011 - fulltext
3. P.Magdalinos, A.Kapernekas, A.Mpiratsis, M.Vazirgiannis, "X-SDR: An Extensible Experimentation Suite for Dimensionality Reduction", In the Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), September 2010 - fulltext
4. P.Magdalinos, D.Makris, P.Spapis, C.Papazafeiropoulos, A.Kousaridas, M. Stamatelatos and N.Alonistioti, "Coverage and Capacity Optimization of Self-managed Future Internet Wireless Networks", ServiceWave, Ghent, Belgium, 2010 - fulltext
5. P.Magdalinos, M.Vazirgiannis, D.Valsamou, "Distributed Knowledge Discovery with Non Linear Dimensionality Reduction", In the Proceedings of the 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'10), Hyderabad, India, June 2010. (Acceptance Rate (full papers) 10,2%) - fulltext
6. P.Magdalinos, C.Tsilopoulos, D.Makris, P.Spapis, N.Alonistioti, "A Proof of Concept Environment for Cognitive and Self-x Functionalities", In the Proceedings of the 19th ICT Mobile and Wireless Communication Summit, Florence, Italy, 2010 - fulltext
7. A.Kaloxylos, T.Rosowski, K.Tsagkaris, J.Gebert, E.Bogenfeld, P.Magdalinos, A.Galani, K.Nolte "The E3 architecture for future cognitive mobile networks", In the Proceedings of the 20th IEEE International Symposium on Personal, Indoor and Mobile Communication (PIMRC), Tokio, Japan 2009 - fulltext
8. P.Magdalinos, A. Kaloxylos, Z. Boufidis, J. Gebert, T. Rosowski, E. Bogenfeld, K. Tsagkaris and K Nolte, "A Functional Architecture for Cognitive Wireless Systems in the B3G World", In the Proceedings of the 18h ICT Mobile and Wireless Communication Summit, Santander, Spain, 2009 - fulltext
9. P.Magdalinos, C.Doulkeridis, M.Vazirgiannis, "FEDRA: A Fast and Efficient Dimensionality Reduction Algorithm", In Proceedings of the SIAM International Conference on Data Mining (SDM), Sparks Nevada, USA, May 2009 - fulltext
10. P. Magdalinos, S. Polymeneas, P. Gliatis, X. Fafoutis, A. Merentitis and C. Polychronopoulos, "A Proof of Concept Architecture for Self-Configuring Autonomic Systems", In the Proceedings of the 17h ICT Mobile and Wireless Communication Summit, Stockholm, Sweden, 2008 - fulltext
11. P.Magdalinos, C.Doulkeridis, M.Vazirgiannis "K-Landmarks: Distributed Dimensionality Reduction for Clustering Quality Maintenance", In Proceedings of 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'06), Berlin, Germany, September 2006. (Acceptance Rate (full papers) 8,8%) - fulltext 
12. A. Katidiotis, V. Stavroulaki, P. Demestichas, M. Muck, B. Steinke, R. K. Atukula, U. Lucking, E. Patouni and P. Magdalinos, "Prototyping Environment for Equipment Reconfiguration Management and Control", In Proceedings of the Vehicular Technology Conference Fall, pages 1-5, 2006 - fulltext
13. A. Katidiotis, D. Petromanolakis, V. Stavroulaki, P. Demestichas, E. Patouni, A. Kousaridas, P. Magdalinos, N. Andriopoulos, K. El-Khazen, S Buljore and T Farnham, "Prototyping for End-to-End Reconfigurable Equipment", In Proceedings of the 15th IST Mobile and Wireless Summit, Mykonos, Greece, 2006 - fulltext
14. E. Patouni, N. Alonistioti and P. Magdalinos, "A Framework for Protocol Reconfiguration", 7th IFIP International Conference on Mobile and Wireless Communications Networks (MWCN), Marrakech, Morocco, 2005 - fulltext

Refereed Workshop Publications