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Continuous Integration on Feature Branches: A Look at Gated Check-ins vs. Trunk-Based Development

In software development, imagine a symphony orchestra rehearsing for a grand performance. Each musician represents a developer, their instruments symbolising individual feature branches. The conductor—continuous Integration—ensures harmony. But when too many instruments play in isolation, the melody falters when combined. This is where the...

Data Science for Pattern-of-Life Modelling: Predicting Human Routines with Behavioural Data

Pattern-of-life (PoL) modelling is a data science approach that learns regularities in human behaviour from time-stamped signals. The goal is not to label individuals, but to understand routines at a level that helps services work better: predicting commuter peaks, improving hospital staffing, reducing app...

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Bayesian Network Inference Efficiency: Mathematical Methods for Exact and Approximate Probability Computation

Bayesian networks are directed acyclic graphs (DAGs) that represent probabilistic relationships between variables. Each...

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