K-Landmarks: Distributed Dimensionality Reduction for Clustering Quality Maintenance. - Panagis Magdalinos; Christos Doulkeridis; Michalis Vazirgiannis (PKDD, 2006)

Prototyping Environment for Equipment Reconfiguration Management and Control. - Apostolos Katidiotis; Vera Stavroulaki; Panagiotis Demestichas; Markus Muck; Bernd Steinke; Radha Krishna Atukula; Ulf Lücking; Eleni Patouni; Panagis Magdalinos (VTC Fall, 2006)

The E3 architecture for future cognitive mobile networks. - Alexandros Kaloxylos; Thomas Rosowski; Kostas Tsagkaris; Jens Gebert; Eckard Bogenfeld; Panagis Magdalinos; Aristi Galani; Klaus Nolte (PIMRC, 2009)

FEDRA: A Fast and Efficient Dimensionality Reduction Algorithm. - Panagis Magdalinos; Christos Doulkeridis; Michalis Vazirgiannis (SDM, 2009)

Distributed Knowledge Discovery with Non Linear Dimensionality Reduction. - Panagis Magdalinos; Michalis Vazirgiannis; Dialecti Valsamou (PAKDD (2), 2010)

X-SDR: An Extensible Experimentation Suite for Dimensionality Reduction. - Panagis Magdalinos; Anastasios Kapernekas; Alexandros Mpiratsis; Michalis Vazirgiannis (ECML/PKDD (3), 2010)

Coverage and Capacity Optimization of Self-Managed Future Internet Wireless Networks. - Panagis Magdalinos; Dimitris Makris; Panagiotis Spapis; Christos Papazafeiropoulos; Apostolos Kousaridas; Makis Stamatelatos; Nancy Alonistioti (ServiceWave, 2010)

Linear and non-linear dimensionality reduction for distributed knowledge discovery - Panagis Magdalinos (2010)

Feedback-based learning for self-managed network elements. - Panagis Magdalinos; Apostolos Kousaridas; Panagiotis Spapis; Giorgos P. Katsikas; Nancy Alonistioti (Integrated Network Management, 2011)

The E3 architecture: enabling future cellular networks with cognitive and self-x capabilities. - Klaus Nolte; Alexandros Kaloxylos; Kostas Tsagkaris; Thomas Rosowski; Makis Stamatelatos; Aristi Galani; Eckard Bogenfeld; Panagis Magdalinos; Jens Tiemann; Jens Gebert; Paul Arnold; Dirk von Hugo; et al. (Int. J. Netw. Manag., 2011)

Enhancing a Fuzzy Logic Inference Engine through Machine Learning for a Self- Managed Network. - Panagis Magdalinos; Apostolos Kousaridas; Panagiotis Spapis; George P. Katsikas; Nancy Alonistioti (Mob. Networks Appl., 2011)

Enhancing Clustering Quality through Landmark-Based Dimensionality Reduction. - Panagis Magdalinos; Christos Doulkeridis; Michalis Vazirgiannis (ACM Trans. Knowl. Discov. Data, 2011)

A proof-of-concept testbed for cooperative and self-growing, energy aware networks. - Panagis Magdalinos; Gerasimos Stamatelatos; Nancy Alonistioti (CAMAD, 2012)

A Sequential Sampling Framework for Spectral k-Means Based on Efficient Bootstrap Accuracy Estimations: Application to Distributed Clustering. - Dimitrios Mavroeidis; Panagis Magdalinos (ACM Trans. Knowl. Discov. Data, 2012)

Tutamen: An Integrated Personal Mobile and Adaptable Video Platform for Health and Protection. - David Palma 001; João Gonçalves; Luís Cordeiro; Paulo Simões 001; Edmundo Monteiro; Panagis Magdalinos; Ioannis P. Chochliouros (AIAI, 2013)

Adapting policy-based management of Future Networks using collaborative filtering techniques. - Roi Arapoglou; Iason-Dimitrios Rodis; Panagis Magdalinos; Nancy Alonistioti (CAMAD, 2014)

Integrating the self-growing concept in a self-organizing wireless network for topology optimization. - Apostolos Kousaridas; Alexandros Kaloxylos; Panagis Magdalinos; Thanos Makris; Georgios P. Koudouridis; Gunnar Hedby; Nancy Alonistioti (Int. J. Netw. Manag., 2014)

SYSTAS: Density-based algorithm for clusters discovery in wireless networks. - Apostolos Kousaridas; Stefanos Falangitis; Panagis Magdalinos; Nancy Alonistioti; Markus Dillinger (PIMRC, 2015)

Context Monitoring Optimization in Autonomic Networks. - Panagis Magdalinos; Alexandros Kaloxylos; Nancy Alonistioti (Wirel. Pers. Commun., 2015)

A context extraction and profiling engine for 5G network resource mapping. - Panagis Magdalinos; Sokratis Barmpounakis; Panagiotis Spapis; Alexandros Kaloxylos; Georgios Kyprianidis; Apostolos Kousaridas; Nancy Alonistioti; Chan Zhou 001 (Comput. Commun., 2017)