15 citations · 20 across the 5 of their papers we have counts for
5 papers
Aggregate-Eliminate-Predict: Detecting Adverse Drug Events from Heterogeneous Electronic Health Records
Maria Bampa, Panagiotis Papapetrou
We study the problem of detecting adverse drug events in electronic healthcare records. The challenge in this work is to aggregate heterogeneous data types involving diagnosis code…
Cellular Traffic Prediction and Classification: a comparative evaluation of LSTM and ARIMA
Amin Azari, Panagiotis Papapetrou, Stojan Denic +1
Prediction of user traffic in cellular networks has attracted profound attention for improving resource utilization. In this paper, we study the problem of network traffic traffic…
User Traffic Prediction for Proactive Resource Management: Learning-Powered Approaches
Amin Azari, Panagiotis Papapetrou, Stojan Denic +1
Traffic prediction plays a vital role in efficient planning and usage of network resources in wireless networks. While traffic prediction in wired networks is an established field,…
Entropy-based Prediction of Network Protocols in the Forensic Analysis of DNS Tunnels
Irvin Homem, Panagiotis Papapetrou, Spyridon Dosis
DNS tunneling techniques are often used for malicious purposes but network security mechanisms have struggled to detect these. Network forensic analysis has thus been used but has…
Detecting Hierarchical Ties Using Link-Analysis Ranking at Different Levels of Time Granularity
Hend Kareem, Lars Asker, Panagiotis Papapetrou
Social networks contain implicit knowledge that can be used to infer hierarchical relations that are not explicitly present in the available data. Interaction patterns are typicall…