Learning Cellular Coverage from Real Network Configurations using GNNs

1 code implementation • 20 Apr 2023 • Yifei Jin, Marios Daoutis, Sarunas Girdzijauskas, Aristides Gionis

Cellular coverage quality estimation has been a critical task for self-organized networks.

Open World Learning Graph Convolution for Latency Estimation in Routing Networks

1 code implementation • 8 Jul 2022 • Yifei Jin, Marios Daoutis, Sarunas Girdzijauskas, Aristides Gionis

Accurate routing network status estimation is a key component in Software Defined Networking.

Unsupervised Key-phrase Extraction and Clustering for Classification Scheme in Scientific Publications

1 code implementation • 25 Jan 2021 • Xiajing Li, Marios Daoutis

Specifically, we explore the effect of ensemble scores measure in key-phrase extraction, we explore semantic network based word embedding in embedding representation of phrase semantics and finally we also explore how clustering can be used to group related key-phrases.

Clustering General Classification