94 citations · 112 across the 10 of their papers we have counts for
5 papers · 1 filter
Probabilistic Broken-Stick Model: A Regression Algorithm for Irregularly Sampled Data with Application to eGFR
Norman Poh, Simon Bull, Santosh Tirunagari +2
In order for clinicians to manage disease progression and make effective decisions about drug dosage, treatment regimens or scheduling follow up appointments, it is necessary to be…
"Flow Size Difference" Can Make a Difference: Detecting Malicious TCP Network Flows Based on Benford's Law
Aamo Iorliam, Santosh Tirunagari, Anthony T. S. Ho +3
Statistical characteristics of network traffic have attracted a significant amount of research for automated network intrusion detection, some of which looked at applications of na…
Visualisation of Survey Responses using Self-Organising Maps: A Case Study on Diabetes Self-care Factors
Santosh Tirunagari, Simon Bull, Samaneh Kouchaki +2
Due to the chronic nature of diabetes, patient self-care factors play an important role in any treatment plan. In order to understand the behaviour of patients in response to medic…
Can DMD obtain a Scene Background in Color?
Santosh Tirunagari, Norman Poh, Miroslaw Bober +1
A background model describes a scene without any foreground objects and has a number of applications, ranging from video surveillance to computational photography. Recent studies h…
Automatic Classification of Irregularly Sampled Time Series with Unequal Lengths: A Case Study on Estimated Glomerular Filtration Rate
Santosh Tirunagari, Simon Bull, Norman Poh
A patient's estimated glomerular filtration rate (eGFR) can provide important information about disease progression and kidney function. Traditionally, an eGFR time series is inter…