UoM IR
→
Browsing by Author

Browsing by Author "Talagala, P"

Now showing items 1-5 of 5

Anomaly detection in image streams with explainable AI

Wijesinghe, N; Perera, R; Sellahewa, N; Talagala, P [Article-Full-text]

We define an anomaly as an unlikely occurrence that deviates from a typical behavior [1]. An anomaly could be a defect in a production line, sudden stock market fluctuations or natural disasters such as deforestation, ...
Open science sprouts: transforming research for global progress and collaboration

Talagala, P [Article-Full-text]

Open science serves as a catalyst, helping to establish the foundations of a healthy scientific environment. Much like nutrient-rich soil sustains a diverse and thriving forest, open science provides the essential elements ...
Smart monitoring : uncovering anomalies in massive streaming time series data

Talagala, P [Article-Full-text]

Anomaly detection has become a critical component of monitoring systems across various applications in the modern age of digital information and interconnected systems. From detecting infrastructure defects in civil ...
Transforming online retail: the innovations of inventory backcasting in demand forecasting

Hasini, A; Perera, N; Talagala, P [Article-Full-text]

Online retail, commonly known as e-commerce, has experienced tremendous growth and trans- formation in recent years. The COVID-19 pandemic accelerated this trend, making online shopping the go-to option for consumers ...
Unveiling the unusual: a task view for anomaly dection in R

Talagala, P [Article-Full-text]

Anomalies play a critical role in statistical analysis, as their presence in data can lead to biased parameter estimation, model misspeci cation, and misleading results if classical analysis techniques are blindly applied. ...

Browsing by Author "Talagala, P"

Browsing by Author "Talagala, P"

Search UoM-IR

Browse

All of UoM-IR

My Account