Ινστιτούτο Τεχνολογιών Πληροφορικής και Επικοινωνιών

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Κος Σταύρος Παπαδόπουλος - Δημοσιεύσεις

Δημοσιεύσεις σε Περιοδικά

  1. I. Kalamaras, A. Zamichos, A. Salamanis, A. Drosou, D. Kehagias, G. Margaritis, St. Papadopoulos, D. Tzovaras, "An interactive Visual Analytics Platform for smart Intelligent Transportation Systems management", in IEEE Transactions on Intelligent Transportation Systems, vol. 19, no. 2, pp. 487-496, Feb. 2018, doi: 10.1109/TITS.2017.2727143
  2. A. Drosou, I. Kalamaras, St. Papadopoulos, D. Tzovaras, "An enhanced Graph Analytics Platform (GAP) providing insight in Big Network Data", Journal of Innovation in Digital Ecosystems, SI: Digital ecosystem management, Vol. 3, No. 2, pp. 83–97, 2016, doi: 10.1016/j.jides.2016.10.005
  3. St. Papadopoulos, A. Drosou, D. Tzovaras, "A Novel Graph-based Descriptor for the Detection of Billing-related Anomalies in Cellular Mobile Networks", IEEE Trans. Mobile Comput., Vol. 15, No. 11, pp. 2655-2668, doi: 10.1109/TMC.2016.2518668.
  4. St. Papadopoulos, K. Moustakas, A. Drosou, D. Tzovaras, "Border gateway protocol graph: detecting and visualizing internet routing anomalies", IET Information Security, Vol. 10, No. 3, pp. 125–133, 2016, doi:10.1049/iet-ifs.2014.0525.
  5. St. Papadopoulos, K. Moustakas, D. Tzovaras, "Hierarchical Visualization of BGP Routing Changes Using Entropy Measures", Advances in Visual Computing, Lecture Notes in Computer Science, Springer Berlin Heidelberg, Vol. 7432, pp. 696-705, 2012.

Δημοσιεύσεις σε Συνέδρια

  1. St. Papadopoulos, A. Drosou, D. Tzovaras, "Modelling of Material Ageing with Generative Adversarial Networks", 13th IEEE Image, Video, and Multidimensional Signal Processing Workshop (IVMSP 2018), Zagori, Aristi Village, Greece, Jun. 2018.
  2. N. Dimitriou, St. Papadopoulos, A. Drosou, D. Tzovaras, "A 3D-CNN approach for the spatio-temporal modeling of surface deterioration phenomena", 13th IEEE Image, Video, and Multidimensional Signal Processing Workshop (IVMSP 2018), Zagori, Aristi Village, Greece, Jun. 2018.
  3. St. Papadopoulos, A. Drosou, I. Kalamaras, D. Tzovaras, "Behavioural Network Traffic Analytics for Securing 5G Networks", IEEE International Conference on Communications (ICC), 5th International Workshop on 5G Architecture (5GARCH), Kansas City, USA, May 2018.
  4. E. Polychronidou, S. Segkouli, E. Kalamaras, St. Papadopoulos, A. Drosou, K. Votis, S. Bostantjopoulou, Z. Katsarou, C. Papaxanthis, V. Hatzitaki, P. Moschonas, D. Tzovaras, "Parkinson's Disease patients classification based on a motion tracking methodology", International Conference on Biomedical and Health Informatics 2017 (ICBHI 2017), Orlando, Florida, USA, Feb. 2017.
  5. St. Papadopoulos, A. Drosou, D. Tzovaras, "A Hierarchical Magnification Approach for enhancing the Insight in Data Visualizations", In Proc. of the 12th International Joint Conference on Computer Vision, Im-aging and Computer Graphics Theory and Applications - Volume 3: IVAPP, Porto, Portugal, 27 Feb - 1 Mar 2017, pp. 29-39.
  6. St. Papadopoulos, A. Drosou, D. Tzovaras, "A Hierarchical Scale-and-Stretch Approach for Image Retargeting", in Proc. of the 12th Signal International Conference on Signal Image Technology & Internet based systems (SITIS 2016), Naples, Italy, 28 Nov. - 1 Dec. 2016.
  7. E. Polychronidou, A. Xochelli, P. Moschonas, St. Papadopoulos, A. Hatzidimitriou, P. Vlamos, K. Stamatopoulos, D. Tzovaras, "Chronic Lymphocytic Leukemia patient clustering based on somatic hypermutation (SHM) analysis", 2nd World Congress on Genetics, Geriatrics and Neurodegenerative Diseases Research, GeNeDis 2016, Sparta, Greece, 20-23 Oct. 2016.
  8. P. Moschonas, St. Papadopoulos, E. Kalamaras, K. Votis, D. Tzovaras, "Visualising Clinical and Patient Test Data for Parkinson’s Disease using Multi-Objective Analysis", Virtual Physiological Human, VPH2016, Amsterdam, The Netherlands, 27 Sep. 2016.
  9. P. Moschonas, I. Kalamaras, St. Papadopoulos, A. Drosou, K. Votis, S. Bostantjopoulou, Z. Katsarou, C. Papaxanthis, V. Hatzitaki, D. Tzovaras, "Discovering the Discriminating Power in Patient Test Features using Visual Analytics: A Case Study in Parkinson's Disease", Workshop on New Methods and Tools for Big Data, 12th IFIP International Conference on Artificial Intelligence Applications and Innovations, AIAI 2016, vol. 475, pp. 600-610, Thessaloniki, Greece, 16 Sep. 2016.
  10. St. Papadopoulos, A. Drosou, D. Tzovaras, "Fast Frequent Episode Mining based on Finite-State Machines", 30th International Symposium on Computer and Information Sciences (ISCIS’15), Lecture Notes in Electrical Engineering, London, UK, Sep. 2015, Vol. 363, pp. 199-208, doi:10.1007/978-3-319-22635-4_18.
  11. St. Papadopoulos, A. Drosou, N. Dimitriou, O. Abdelrahman, G. Gorbil, D. Tzovaras, "A BRPCA based approach for anomaly detection in mobile networks", 30th International Symposium on Computer and Information Sciences (ISCIS’15), Lecture Notes in Electrical Engineering, London, UK, Sep. 2015, Vol. 363, pp. 115-125, doi:10.1007/978-3-319-22635-4_10.
  12. I. Kalamaras, St. Papadopoulos, A. Drosou, D. Tzovaras, "MoVA: A Visual Analytics tool providing insight in the Big Mobile Network Data", The 11th International Conference on Artificial Intelligence Applications and Innovations (AIAI'15), Bayonne/Biarritz, France, 14-17 Sep. 2015, doi:10.1007/978-3-319-23868-5_27.
  13. St. Papadopoulos, V. Mavroudis, A. Drosou, D. Tzovaras, "Visual Analytics for enhancing supervised attack attribution in mobile networks", Information Sciences and Systems 2014 (ISCIS ‘14), Krakow Old City, Poland, Oct. 2014, pp.193-203, http://dx.doi.org/10.1007/978-3-319-09465-6_21
  14. St. Papadopoulos, G. Theodoridis, D. Tzovaras, "BGPfuse: Using visual feature fusion for the detection and attribution of BGP anomalies", 10th Symposium on Visualization for Cyber Security (VizSec), Atlanta GA, USA, Oct. 2013.
  15. St. Papadopoulos, K. Moustakas, D. Tzovaras, "BGPViewer: Using Graph representations to explore BGP routing changes", 18th International Conference on Digital Signal Processing (DSP), Santorini, Greece, 1-3 Jul. 2013.
  16. St. Papadopoulos, K. Moustakas, D. Tzovaras, "Hierarchical Visualization of BGP Routing Changes Using Entropy Measures", 8th International Symposium on Visual Computing (ISVC'12), Rethymnon, Crete, Greece, 16-18 Jul. 2012.

Κεφάλαια Βιβλίων

  1. St. Papadopoulos, D. Tzovaras, "Towards Visualizing Mobile Network Data", Information Sciences and Systems 2013, pp. 379–387, Springer International Publishing, 2013.

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