Real-Time Event Detection with Random Forests and Temporal Convolutional Networks for More Sustainable Petroleum Industry

no code implementations • 12 Oct 2023 • Yuanwei Qu, Baifan Zhou, Arild Waaler, David Cameron

The petroleum industry is crucial for modern society, but the production process is complex and risky.

Event Detection Management

An Analysis of Classification Approaches for Hit Song Prediction using Engineered Metadata Features with Lyrics and Audio Features

no code implementations • 31 Jan 2023 • Mengyisong Zhao, Morgan Harvey, David Cameron, Frank Hopfgartner, Valerie J. Gillet

Our results show that Random Forest (RF) and Logistic Regression (LR) with all features (including novel features, song audio features and lyrics features) outperforms other models, achieving 89. 1% and 87. 2% accuracy, and 0. 91 and 0. 93 AUC, respectively.

Information Retrieval Music Information Retrieval +2

Trust in robot-mediated health information

no code implementations • 22 Dec 2020 • David Cameron, Marina Sarda Gou, Laura Sbaffi

This paper outlines a social robot platform for providing health information.

Human-Computer Interaction Robotics

Automatic recognition of child speech for robotic applications in noisy environments

no code implementations • 8 Nov 2016 • Samuel Fernando, Roger K. Moore, David Cameron, Emily C. Collins, Abigail Millings, Amanda J. Sharkey, Tony J. Prescott

Automatic speech recognition (ASR) allows a natural and intuitive interface for robotic educational applications for children.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2