Browsing Articles authored by UoM staff (Publish in scimago's Q1 journals) by Subject "Machine learning"

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Evaluating expressway traffic crash severity by using logistic regression and explainable & supervised machine learning classifiers

Shashiprabha Madushani, JPS; Sandamal, RMK; Meddage, DPP; Pasindu, HR; Gomes, PIA [Article-Full-text]

The number of expressway road accidents in Sri Lanka has significantly increased (by 20%) due to the expansion of the transport network and high traffic volume. It is crucial to identify the causes of these crashes for ...
A voice-based real-time emotion detection technique using recurrent neural network empowered feature modelling

Chamishka, S; Madhavi, I; Nawaratne, R; Alahakoon, D; De Silva, D; Chilamkurti, N; Nanayakkara, V [Article-Full-text]

The advancements of the Internet of Things (IoT) and voice-based multimedia applications have resulted in the generation of big data consisting of patterns, trends and associations capturing and representing many features ...

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