List of Publications
Refereed Journal Publications
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
-
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
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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
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