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Dimitrios Katsaros

Associate Professor
Department of Electrical & Computer Engineering
University of Thessaly, Hellas

Please visit DANA lab

for details on publications, courses, projects, contact, etc.
My entries in various bibliographic databases: DBLP, ACM, Scholar, Scopus

Selected articles in journals

  1. Evangelia Fragkou, Eleftheria Chini, Maria Papadopoulou, Dimitrios Papakostas, Dimitrios Katsaros, Schahram Dustdar. "Distributed Federated Deep Learning in Clustered Internet of Things Wireless Networks with Data Similarity-based Client Participation", IEEE Internet Computing magazine, to appear, 2024.
    pdf
  2. Evangelia Fragkou, Dimitrios Katsaros. "A Joint Survey in Decentralized Federated Learning and TinyML: A Brief Introduction to Swarm Learning", Future Internet journal (MDPI), vol. 16, no. 11, 2024.
    pdf
  3. Evangelia Fragkou, Marianna Koultouki, Dimitrios Katsaros. "Model Reduction of Feed Forward Neural Networks for Resource-Constrained Devices", Applied Intelligence (Springer), vol. 53, pp. 14102-14127, 2023.
    pdf
  4. Evangelia Fragkou, Dimitrios Papakostas, Theodoros Kasidakis, Dimitrios Katsaros. "Multilayer Backbones for Internet of Battlefield Things", Future Internet journal (MDPI), vol. 14, no. 6, art. 186, 2022.
    pdf
  5. Georgios Stoupas, Antonis Sidiropoulos, Dimitrios Katsaros, Yannis Manolopoulos. "When Universities Rise (Rank) High into the Skyline", COLLNET Journal of Scientometrics and Information Management (Taylor & Francis), vol. 15, no. 2, pp. 241-258, December, 2021.
    [pdf]
  6. Pavlos Basaras, Giorgos Iosifidis, Dimitrios Katsaros, Leandros Tassiulas. "Identifying Influential Spreaders in Complex Multilayer Networks: A centrality perspective", IEEE Transactions on Network Science and Engineering, vol. 6, no. 1, pp. 31-45, January-March, 2019.
    [pdf]
  7. Dimitrios Papakostas, Soheil Eshghi, Dimitrios Katsaros, Leandros Tassiulas."Distributed Algorithms for Multi-layer Connected Edge Dominating Sets", IEEE Control Systems Letters, vol. 3, no. 1, pp. 31-36, January, 2019.
    [pdf]
  8. Dimitrios Papakostas, Soheil Eshghi, Dimitrios Katsaros, Leandros Tassiulas."Energy-Aware Backbone Formation in Military Multilayer Ad Hoc Networks", Ad Hoc Networks (Elsevier), vol. 81, pp. 17-44, December, 2018.
    [pdf]
  9. Marios Bakratsas, Pavlos Basaras, Dimitrios Katsaros, Leandros Tassiulas. "Hadoop MapReduce Performance on SSDs for Analyzing Social Networks", Big Data Research (Elsevier), vol. 11, pp. 1-10, 2018.
    [pdf]
  10. Antonia Gogoglou, Antonis Sidiropoulos, Dimitrios Katsaros, Yannis Manolopoulos. "The Fractal Dimension of a Citation Curve: Quantifying an Individual's Scientific Output Using the Geometry of the Entire Curve", Scientometrics (Springer), vol. 111, no. 3, pp. 1751-1774, June, 2017.
    [pdf]
  11. Antonis Sidiropoulos, Antonia Gogoglou, Dimitrios Katsaros, Yannis Manolopoulos. "Gazing at the Skyline for Star Scientists", Journal of Informetrics (Elsevier), vol. 10, no. 3, pp. 789-813, August, 2016.
    [pdf]
  12. Leandros Maglaras, Dimitrios Katsaros. "Social Clustering of Vehicles based on Semi-Markov Processes", IEEE Transactions on Vehicular Technology, vol. 65, no. 1, pp. 318-332, January, 2016.
    [pdf]
  13. Antonis Sidiropoulos, Dimitrios Katsaros, Yannis Manolopoulos. "Ranking and Identifying Influential Scientists versus Mass Producers by the Perfectionism Index", Scientometrics (Springer), vol. 103, no. 1, pp. 1-31, April, 2015.
    [pdf]
  14. Pavlos Basaras, Dimitrios Katsaros, Leandros Tassiulas. "Detecting Influential Spreaders in Complex, Dynamic Networks", IEEE Computer magazine, vol. 46, no. 4, pp. 26-31, April, 2013.
    [pdf]
  15. Stamatia Bibi, Dimitrios Katsaros, Panayiotis Bozanis. "Business Application Acquisition: On-premise or SaaS-based Solutions?", IEEE Software magazine, vol. 29, no. 3, pp. 86-93, May-June 2012.
    [pdf]
  16. Leonidas Akritidis, Dimitrios Katsaros, Panayiotis Bozanis. "Identifying the Productive and Influential Bloggers in a Community", IEEE Transactions on Systems, Man, and Cybernetics-Part C: Applications and Reviews, vol. 41, no. 5, pp. 759-764, September, 2011.
    [pdf | a relevant video]
  17. Nikos Dimokas, Dimitrios Katsaros, Leandros Tassiulas, Yannis Manolopoulos. "High Performance, Low Complexity Cooperative Caching for Wireless Sensor Networks", ACM Wireless Networks, vol. 17, no. 3, pp. 717-737, April, 2011.
    [pdf]
  18. Bhaskar Prasad Rimal, Admela Jukan, Dimitrios Katsaros, Yves Goeleven. "Architectural Requirements for Cloud Computing Systems: An Enterprise Cloud Approach", Journal of Grid Computing (Springer), vol. 9, no. 1, pp. 3-26, March, 2011.
    [pdf]
  19. Dimitrios Katsaros, Nikos Dimokas, Leandros Tassiulas. "Social Network Analysis Concepts in the Design of Wireless Ad Hoc Network Protocols", IEEE Network magazine, vol. 24, no. 6, pp. 23-29, November/December, 2010.
    [pdf | slides]
  20. Konstantinos Stamos, George Pallis, Athena Vakali, Dimitrios Katsaros, Antonis Sidiropoulos, Yannis Manolopoulos. "CDNSim: A Simulation Tool for Content Distribution Networks", ACM Transactions On Modeling And Computer Simulation, vol. 20, no. 2, article 10, April, 2010.
    [pdf]
  21. Nikos Dimokas, Dimitrios Katsaros, Yannis Manolopoulos. "Energy-Efficient Distributed Clustering in Wireless Sensor Networks", Journal of Parallel and Distributed Computing (Academic Press/Elsevier), vol. 70, no. 4, pp. 371-383, April, 2010.
    [pdf]
  22. Marios D. Dikaiakos, Dimitrios Katsaros, Pankaj Mehra, George Pallis, Athena Vakali. "Cloud Computing, Distributed Internet Computing for IT and Scientific Research", IEEE Internet Computing magazine, vol. 13, no. 5, pp. 10-13, September/October, 2009.
    [pdf]
  23. Dimitrios Katsaros, Yannis Manolopoulos. "Prediction in Wireless Networks by Markov Chains", IEEE Wireless Communications magazine, vol. 16, no. 2, pp. 56-64, April, 2009.
    [pdf]
  24. Dimitrios Katsaros, George Pallis, Konstantinos Stamos, Athena Vakali, Antonis Sidiropoulos, Yannis Manolopoulos. "CDNs Content Outsourcing via Generalized Communities", IEEE Transactions on Knowledge and Data Engineering, vol. 21, no. 1, pp. 137-151, January, 2009.
    [pdf]
  25. Nikos Dimokas, Dimitrios Katsaros, Yannis Manolopoulos. "Cooperative Caching in Wireless Multimedia Sensor Networks", ACM Mobile Networks and Applications, vol. 13, no. 3-4, pp. 337-356, August, 2008.
    [pdf]
  26. Ioannis Karydis, Alexandros Nanopoulos, Apostolos Papadopoulos, Dimitrios Katsaros, Yannis Manolopoulos. "Music Retrieval over Wireless Ad-hoc Networks", IEEE Transactions on Audio, Speech and Language Processing, vol. 16, no. 6, pp. 152-162, August, 2008.
    [pdf]
  27. Antonis Sidiropoulos, Dimitrios Katsaros, Yannis Manolopoulos. "Generalized Hirsch h-index for Disclosing Latent Facts in Citation Networks", Scientometrics (Springer), vol. 72, no. 2, pp. 253-280, 2007.
    [pdf]
  28. Gokhan Yavas, Dimitrios Katsaros, Ozgur Ulusoy, Yannis Manolopoulos. "A Data Mining Approach for Location Prediction in Mobile Environments", Data and Knowledge Engineering (Elsevier), vol. 54, no. 2, pp. 121-146, August, 2005.
    [pdf | slides]
  29. Dimitrios Katsaros, Yannis Manolopoulos. "Web Caching in Broadcast Mobile Wireless Environments", IEEE Internet Computing magazine, vol. 8, no. 3, pp. 37-45, May/June, 2004.
    [pdf]
  30. Alexandros Nanopoulos, Dimitrios Katsaros, Yannis Manolopoulos. "A Data Mining Algorithm for Generalized Web Prefetching", IEEE Transactions on Knowledge and Data Engineering, vol. 15, no. 5, pp. 1155-1169, September/October, 2003.
    [pdf | slides]

Selected articles in conference proceedings

  1. Evangelia Fragkou, Vasileios Lygnos, Dimitrios Katsaros. "Transfer Learning for Convolutional Neural Networks in Tiny Deep Learning Environments", Proceedings of the Panhellenic Conference on Informatics (PCI), pp. 145-150, Athens, Greece, [Hybrid Conference], November, 2022.
    [pdf | slides]
  2. Andreas Chouliaras, Evangelia Fragkou, Dimitrios Katsaros. "Feed Forward Neural Network Sparsification with Dynamic Pruning", Proceedings of the Panhellenic Conference on Informatics (PCI), pp. 12-17, Volos, Greece, [Hybrid Conference], November 26-28, 2021.
    [pdf | slides]
  3. Evangelia Fragkou, Dimitrios Katsaros, Yannis Manolopoulos. "Sink Group Betweenness Centrality", Proceedings of the 25th International Database Engineering & Applications Symposium (IDEAS), Montreal, Canada, pp. 21-26, [Virtual Conference], July 14-16, 2021.
    [pdf | slides]
  4. Dimitrios Papakostas, Theodoros Kasidakis, Evangelia Fragkou, Dimitrios Katsaros. "Backbones for Internet of Battlefield Things", Proceedings of the 16th IEEE/IFIP Annual Conference on Wireless On-demand Network Systems and Services (WONS), pp. 116-123, [Virtual Conference], March 9-11, 2021.
    [pdf | slides]
  5. Dimitrios Katsaros, George Stavropoulos, Dimitrios Papakostas."Which Machine Learning Paradigm for Fake News Detection?", Proceedings of the IEEE/WIC/ACM Web Intelligence Conference (WI), pp. 383-387, Thessaloniki, Greece, October, 14-17, 2019.
    [pdf]
  6. Dimitrios Papakostas, Soheil Eshghi, Dimitrios Katsaros, Leandros Tassiulas."Energy-Aware Distributed Edge Domination of Multilayer Networks", Proceedings of the IEEE American Control Conference (ACC), pp. 4055-4062, Philadelphia, PA, USA, July 10-12, 2019.
    [pdf]
  7. Dimitrios Papakostas, Soheil Eshghi, Dimitrios Katsaros, Leandros Tassiulas."Distributed Algorithms for Multi-layer Connected Edge Dominating Sets", Proceedings of the 57th IEEE Conference on Decision and Control (CDC), Miami Beach, FL, USA, December 17-19, 2018.
    [pdf]
  8. Dimitrios Papakostas, Dimitrios Katsaros."A Rich Dictionary Markov Predictor for Vehicular Trajectory Forecasting", Proceedings of the 30th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), pp. 556-563, Volos, Greece, November 5-7, 2018.
    [pdf]
  9. Georgios Sideris, Dimitrios Katsaros, Antonis Sidiropoulos, Yannis Manolopoulos. "The Science of Science and a Multilayer Network Approach to Scientists' Ranking", Proceedings of the 22nd International Database Engineering & Applications Symposium (IDEAS), pp. 5-11, Villa San Giovanni, Calabria, Italy, June 18-20, 2018.
    [pdf | slides]
  10. Dimitrios Papakostas, Pavlos Basaras, Dimitrios Katsaros, Leandros Tassiulas. "Backbone Formation in Military Multi-Layer Ad Hoc Networks Using Complex Network Concepts", Proceedings of the 35th IEEE Military Communications Conference (MILCOM), pp. 842-848, Baltimore, Maryland, USA, November 1-3, 2016.
    [pdf | slides | photo]
  11. Pavlos Basaras, Ioannis-Prodromos Belikaidis, Leandros Maglaras, Dimitrios Katsaros. "Blocking Epidemics Propagation in Vehicular Networks", Proceedings of the 12th IEEE/IFIP Annual Conference on Wireless On-demand Network Systems and Services (WONS), pp. 65-72, Cortina d'Ampezzo, Italy, January 20-22, 2016.
    [pdf | slides]
  12. Pavlos Basaras, Dimitrios Katsaros, Leandros Tassiulas. "Dynamically Blocking Contagions in Complex Networks by Cutting Vital Connections", Proceedings of the IEEE International Conference on Communications (IEEE ICC), pp. 1170-1175, London, UK, June 8-12, 2015.
    [pdf]
  13. Umer Khan, Pavlos Basaras, Lars Schmidt-Thieme, Alexandros Nanopoulos, Dimitrios Katsaros. "Analyzing Cooperative Lane Change Models for Connected Vehicles", Proceedings of the 3rd International Conference on Connected Vehicles and Expo (ICCVE), pp. 565-570, Vienna, Austria, November 3-7, 2014.
    [pdf | slides]
  14. Katerina Pechlivanidou, Dimitrios Katsaros, Leandros Tassiulas. "MapReduce-based Distributed K-shell Decomposition for Online Social Networks", Proceedings of the 2nd International Workshop on Personalized Web Tasking (PWT), In the context of the IEEE 10th World Congress on Services, pp. 30-37, Anchorage, Alaska, USA, June 27-July 2, 2014.
    [pdf | slides]
  15. Andreas Papadopoulos, Dimitrios Katsaros. "A-Tree: Distributed Indexing of Multidimensional Data for Cloud Computing Environments", Proceedings of the 3rd IEEE International Conference on Cloud Computing Technology and Science (CloudCom), pp. 407-414, Athens, Greece, November 29 - December 1, 2011.
    [pdf | slides]
  16. Leandros Maglaras, Dimitrios Katsaros. "Layered Backpressure Scheduling for Delay Reduction in Ad Hoc Networks", Proceedings of the 12th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), Lucca, Italy, June 20-24, 2011.
    [pdf | slides]

Evaluation of the Research Performance of Greek Departments of Computer Science/Engineering

  1. Dimitrios Katsaros "Hunting for supernovae articles in the universe of scientometrics", December, 2019.
    [pdf]
  2. Dimitrios Katsaros, Yannis Manolopoulos. "Impact and Productivity of PhD Graduates of Computer Science/Engineering Departments of Hellenic Universities", July, 2017.
    [pdf]
  3. Dimitrios Katsaros, Vassilios Matsoukas, Yannis Manolopoulos. "Evaluating Greek Departments of Computer Science & Engineering using Bibliometric Indices", In Proceedings of the Panhellenic Conference on Informatics (PCI), Local Proceedings, pp. 83-92, Samos Island, Greece, August 28-30, 2008.
    [pdf | slides]
    An abbreviated greek translation of the above article appeared in the Greek Computer Society Newsletter, vol. 114, Jul.-Sep. 2008.
    [pdf]

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Last modified: Thu, Sep 22 2022