Publications | Panagis Magdalinos

Refereed Journal Publications 9

J9
Data Analytics for 5G Networks: A Complete Framework for Network Access Selection and Traffic Steering

S. Barbounakis, A. Kaloxylos, P. Spapis, P. Magdalinos, N. Alonistioti, C. Zhou

IARIA, Vol. 11, Issues 3&4, pp. 101-114

2018 ▶ PDF
J8
A context extraction and profiling engine for 5G network resource mapping

P. Magdalinos, S. Barbounakis, P. Spapis, A. Kaloxylos, G. Kyprianidis, A. Kousaridas, N. Alonistioti, C. Zhou

Elsevier Computer Communications, Vol. 109, pp. 184-201

2017 ▶ PDF
J7
Context Monitoring Optimization in Autonomic Networks

P. Magdalinos, A. Kaloxylos, N. Alonistioti

Springer - Wireless Personal Communications, Vol. 81, Issue 1, pp. 279-302

2015 ▶ PDF
J6
Integrating the self-growing concept in a self-organizing wireless network for topology optimization

A. Kousaridas, A. Kaloxylos, P. Magdalinos, T. Makris, G. Koudouridis, G. Hedby, N. Alonistioti

International Journal of Network Management, Vol. 24, Issue 2

2014 ▶ PDF
J5
A cloud-based Farm Management System: Architecture and implementation

A. Kaloxylos, A. Groumas, V. Sarris, L. Katsikas, P. Magdalinos, E. Antoniou, Z. Politopoulou, S. Wolfert, C. Brewster, R. Eigenmann, C.M. Terol

Elsevier Computers and Electronics in Agriculture, Vol. 100, Issue 1

2014 ▶ PDF
J4
A Sequential Sampling Framework for Spectral k-Means based on Efficient Bootstrap Accuracy Estimations: Application to Distributed Clustering

D. Mavroeidis, P. Magdalinos

ACM Transactions on Knowledge Discovery from Data, Vol. 7, Issue 2

2012 ▶ PDF ★ ACM Best Articles 2012
J3
Enhancing Clustering Quality through Landmark Based Dimensionality Reduction

P. Magdalinos, C. Doulkeridis, M. Vazirgiannis

ACM Transactions on Knowledge Discovery from Data, Special Issue on Large Scale Data Mining, Vol. 5, Issue 2

2011 ▶ PDF
J2
The E3 architecture: Enabling future cellular networks with cognitive and self-x capabilities

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

International Journal of Network Management, John Wiley & Sons

2011 ▶ PDF
J1
Enhancing a Fuzzy Logic Inference Engine through Machine Learning for a Self-Managed Network

P. Magdalinos, A. Kousaridas, P. Spapis, G. Katsikas, N. Alonistioti

Mobile Networks and Applications (MONET) Journal, Vol. 16, Issue 4, pp. 475-489

2011 ▶ PDF

Refereed Conference Publications 17

C17
SYSTAS: Density-based Algorithm for Clusters Discovery in Wireless Networks

A. Kousaridas, S. Falangitis, P. Magdalinos, N. Alonistioti, M. Dillinger

IEEE 25th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)

2015 ▶ PDF
C16
Adapting Policy-based Management of Future Networks using Collaborative Filtering Techniques

R. Arapoglou, I. Rodis, P. Magdalinos, N. Alonistioti

19th IEEE International Workshop on Computer-Aided Modeling Analysis and Design of Communication Links and Networks (CAMAD)

2014 ▶ PDF
C15
Tutamen: An Integrated Personal Mobile and Adaptable Video Platform for Health and Protection

D. Palma, J. Goncalves, L. Cordeiro, P. Simoes, E. Monteiro, P. Magdalinos, I.P. Chochliouros

9th IFIP Artificial Intelligence Applications and Innovations Conference, Cyprus

2013 ▶ PDF
C14
A Proof-of-Concept Testbed for Cooperative and Self-Growing, Energy Aware Networks

P. Magdalinos, M. Stamatelatos, N. Alonistioti

17th IEEE International Workshop on CAMAD, Barcelona

2012 ▶ PDF
C13
Feedback-based Learning for Self-Managed Network Elements

P. Magdalinos, A. Kousaridas, P. Spapis, G. Katsikas, N. Alonistioti

12th IEEE International Symposium on Integrated Network Management

2011 ▶ PDF
C12
X-SDR: An Extensible Experimentation Suite for Dimensionality Reduction

P. Magdalinos, A. Kapernekas, A. Mpiratsis, M. Vazirgiannis

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD)

2010 ▶ PDF
C11
Coverage and Capacity Optimization of Self-managed Future Internet Wireless Networks

P. Magdalinos, D. Makris, P. Spapis, C. Papazafeiropoulos, A. Kousaridas, M. Stamatelatos, N. Alonistioti

ServiceWave, Ghent, Belgium

2010 ▶ PDF
C10
Distributed Knowledge Discovery with Non Linear Dimensionality Reduction

P. Magdalinos, M. Vazirgiannis, D. Valsamou

14th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'10), Hyderabad, India

2010 ▶ PDF
C9
A Proof of Concept Environment for Cognitive and Self-x Functionalities

P. Magdalinos, C. Tsilopoulos, D. Makris, P. Spapis, N. Alonistioti

19th ICT Mobile and Wireless Communication Summit, Florence, Italy

2010 ▶ PDF
C8
The E3 architecture for future cognitive mobile networks

A. Kaloxylos, T. Rosowski, K. Tsagkaris, J. Gebert, E. Bogenfeld, P. Magdalinos, A. Galani, K. Nolte

20th IEEE International Symposium on Personal, Indoor and Mobile Communication (PIMRC), Tokyo, Japan

2009 ▶ PDF
C7
A Functional Architecture for Cognitive Wireless Systems in the B3G World

P. Magdalinos, A. Kaloxylos, Z. Boufidis, J. Gebert, T. Rosowski, E. Bogenfeld, K. Tsagkaris, K. Nolte

18th ICT Mobile and Wireless Communication Summit, Santander, Spain

2009 ▶ PDF
C6
FEDRA: A Fast and Efficient Dimensionality Reduction Algorithm

P. Magdalinos, C. Doulkeridis, M. Vazirgiannis

SIAM International Conference on Data Mining (SDM), Sparks, Nevada, USA

2009 ▶ PDF
C5
A Proof of Concept Architecture for Self-Configuring Autonomic Systems

P. Magdalinos, S. Polymeneas, P. Gliatis, X. Fafoutis, A. Merentitis, C. Polychronopoulos

17th ICT Mobile and Wireless Communication Summit, Stockholm, Sweden

2008 ▶ PDF
C4
K-Landmarks: Distributed Dimensionality Reduction for Clustering Quality Maintenance

P. Magdalinos, C. Doulkeridis, M. Vazirgiannis

10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'06), Berlin, Germany

2006 ▶ PDF
C3
Prototyping Environment for Equipment Reconfiguration Management and Control

A. Katidiotis, V. Stavroulaki, P. Demestichas, M. Muck, B. Steinke, R.K. Atukula, U. Lucking, E. Patouni, P. Magdalinos

Vehicular Technology Conference Fall, pp. 1-5

2006 ▶ PDF
C2
Prototyping for End-to-End Reconfigurable Equipment

A. Katidiotis, D. Petromanolakis, V. Stavroulaki, P. Demestichas, E. Patouni, A. Kousaridas, P. Magdalinos, N. Andriopoulos, K. El-Khazen, S. Buljore, T. Farnham

15th IST Mobile and Wireless Summit, Mykonos, Greece

2006 ▶ PDF
C1
A Framework for Protocol Reconfiguration

E. Patouni, N. Alonistioti, P. Magdalinos

7th IFIP International Conference on Mobile and Wireless Communications Networks (MWCN), Marrakech, Morocco

2005 ▶ PDF

Publications & Research

Refereed Journal Publications 9

Book Chapters 1

Refereed Conference Publications 17

Refereed Workshop Publications 2