Kostas Loumponias

According to our database, Kostas Loumponias authored at least 8 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Forecasting Cyber-Attacks to Destination Ports Using Machine Learning.

Kostas Loumponias, Sotiris Raptis, Eleni Darra, Theodora Tsikrika, Stefanos Vrochidis, Ioannis Kompatsiaris

Proceedings of the 9th International Conference on Information Systems Security and Privacy, 2023

2022

Modified SkipGram Negative Sampling Model for Faster Convergence of Graph Embedding.

Kostas Loumponias, Andreas Kosmatopoulos, Theodora Tsikrika, Stefanos Vrochidis, Ioannis Kompatsiaris

Proceedings of the Deep Learning Theory and Applications - Third International Conference, 2022

A Faster Converging Negative Sampling for the Graph Embedding Process in Community Detection and Link Prediction Tasks.

Kostas Loumponias, Andreas Kosmatopoulos, Theodora Tsikrika, Stefanos Vrochidis, Ioannis Kompatsiaris

Proceedings of the 3rd International Conference on Deep Learning Theory and Applications, 2022

Identification of Key Actor Nodes: A Centrality Measure Ranking Aggregation Approach.

Andreas Kosmatopoulos, Kostas Loumponias, Ourania Theodosiadou, Theodora Tsikrika, Stefanos Vrochidis, Ioannis Kompatsiaris

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022

2021

Zernike Pooling: Generalizing Average Pooling Using Zernike Moments.

Thomas Theodoridis, Kostas Loumponias, Nicholas Vretos, Petros Daras

IEEE Access, 2021

Random-Walk Graph Embeddings and the Influence of Edge Weighting Strategies in Community Detection Tasks.

Andreas Kosmatopoulos, Kostas Loumponias, Despoina Chatzakou, Theodora Tsikrika, Stefanos Vrochidis, Ioannis Kompatsiaris

Proceedings of the OASIS@HT 2021: Proceedings of the 2021 Workshop on Open Challenges in Online Social Networks, 2021

2020

An Improved Tobit Kalman Filter with Adaptive Censoring Limits.

Kostas Loumponias, Nicholas Vretos, George Tsaklidis, Petros Daras

Circuits Syst. Signal Process., 2020

2018

Adaptive Tobit Kalman-Based Tracking.

Kostas Loumponias, Anastasios Dimou, Nicholas Vretos, Petros Daras

Proceedings of the 14th International Conference on Signal-Image Technology & Internet-Based Systems, 2018