List of Publications

Refereed Journal Publications

1. S.Barbounakis, A.Kaloxylos, P.Spapis, P.Magdalinos, N.Alonistioti, C.Zhou, "Data Analytics for 5G Networks: A Complete Framework for Network Access Selection and Traffic Steering", IARIA, Volume 11, Issues 3&4, Pages 101-114, December 2018 - fulltext
2. P.Magdalinos, S.Barbounakis, P.Spapis, A.Kaloxylos, G.Kyprianidis, A.Kousaridas, N.Alonistioti, C.Zhou, "A context extraction and profiling engine for 5G network resource mapping", Elsevier Computer Communications, Volume 109, Pages 184-201, September 2017 (impact factor: 3.38) - fulltext
3. P.Magdalinos, A.Kaloxylos, N.Alonistioti, "Context Monitoring Optimization in Autonomic Networks", Springer - Wireless Personal Communications, Volume 81, Issue 1 (2015), Page 279-302 (impact factor: 0.979) - fulltext
4. A.Kousaridas, A.Kaloxylos, P.Magdalinos, T.Makris, G.Koudouridis, G.Hedby, N.Alonistioti, "Integrating the self-growing concept in a self-organizing wireless network for topology optimization" Int. Journal of Network Management Volume 24, Issue 2, March 2014 (impact factor: 0.517) - fulltext
5. A.Kaloxylos, A.Groumas, V.Sarris, L.Katsikas, P.Magdalinos, E.Antoniou, Z.Politopoulou, S.Wolfert, C.Brewster, R.Eigenmann, C.M.Terol, "A cloud-based Farm Management System: Architecture and implementation", Elsevier Computers and Electronics in Agriculture Volume 100, Issue 1, January 2014 (impact factor: 1.998) - fulltext
6. 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 (impact factor: 7.47) - fulltext
   The paper has been included in ACM catalogue of best articles and computing books for 2012
   
7. 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 (impact factor: 7.47) - fulltext
8. 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 (impact factor: 0.517) - fulltext
9. P.Magdalinos, A.Kousaridas, P.Spapis, G.Katsikas, N.Alonistioti, "Enhancing a Fuzzy Logic Inference Engine through Machine Learning for a Self- Managed Network", Mobile Networks and Applications (MONET) Journal, Volume 16 Issue 4, August 2011, Pages 475-489 (impact factor: 4.64) - fulltext

Book Chapters

1. Kousaridas, A., Madgalinos, P., & Alonistioti, N. "Service Provision Evolution in Self-Managed Future Internet Environments" In A. Pathan, M. Pathan, & H. Lee (Eds.) "Advancements in Distributed Computing and Internet Technologies: Trends and Issues" (pp. 112-140). Hershey, PA: Information Science Publishing. doi:10.4018/978-1-61350-110-8.ch006, 2012 - fulltext

Refereed Conference Publications

1. A.Kousaridas. S.Falangitis, P.Magdalinos, N.Alonistioti, M.Dillinger, "SYSTAS: Density-based Algorithm for Clusters Discovery in Wireless Networks", In the proceedings of the IEEE 25th International Symposium on Personal, Indoor and Mobile Radio Communications - (PIMRC): Services Applications and Business, 2015 - fulltext
2. R.Arapoglou, I.Rodis, P.Magdalinos, N.Alonistioti, "Adapting Policy-based Management of Future Networks using Collaborative Filtering Techniques", In the Proceedings of the 19th IEEE International Workshop on Computer-Aided Modeling Analysis and Design of Communication Links and Networks, Dec 1-3, December, 2014 - fulltext
3. David Palma, Joao Goncalves, Luis Cordeiro, Paulo Simoes, Edmundo Monteiro, Panagis Magdalinos, Ioannis P. Chochliouros, "Tutamen: An Integrated Personal Mobile and Adaptable Video Platform for Health and Protection", In the Proceedings of the 9th IFIP Artificial Intelligence Applications and Innovations Conference, Sept 30- Oct 2, Cyprus, 2013 - fulltext
4. 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
5. 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 (impact factor: 0.60) - fulltext
6. 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 (impact factor: 1.84) - fulltext
7. 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
8. 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%) (impact factor: 1.17) - fulltext
9. 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
10. 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
11. 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
12. 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 (impact factor: 11.81) - fulltext
13. 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
14. 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%) (impact factor: 1.84) - fulltext 
15. 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
16. 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
17. 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

1. P.Magdalinos, C. Doulkeridis, M. Vazirgiannis, "A Novel Effective Distributed Dimensionality Reduction Algorithm", SIAM Feature Selection for Data Mining Workshop (SIAM-FSDM'06), Maryland Bethesda, April 2006 - fulltext
2. T Farnham, C. Dolwin, S. Zhong, R. K. Atukula, U. Lucking, S. Mende, J. Brakensier, S Buljore, N. Alonistioti, F. Foukalas, A. Glentis, P. Magdalinos, P. Demestichas and V. Stavroulaki, "E2R Equipment Management and Control", in the E2R Workshop, Barcelona, Spain, 2004