Passive sensing data. by Thierry Jean (20691795)

“…Results also showed that metrics that do not account for imbalance (mean absolute error, accuracy) systematically overestimated performance, XGBoost models performed on par with or better than LSTM models, and a significant yet very small decrease in performance was observed as the forecast horizon expanded. …”

Surveys. by Thierry Jean (20691795)

“…Results also showed that metrics that do not account for imbalance (mean absolute error, accuracy) systematically overestimated performance, XGBoost models performed on par with or better than LSTM models, and a significant yet very small decrease in performance was observed as the forecast horizon expanded. …”

DtpT transports structurally diverse di-/tripeptides. by Imran Khan (109715)

Data from: Decade-long bird trends in China: Stable species richness but increasing biotic homogenization by Jiekun He (20964269)

“…We found that species richness remained stable over 10 years, with no directional trend at 84.5% of sites and a small mean effect size (Zr = 0.102, 95% CI = [-0.012; 0.216]). …”

Automated matching and visualisation of magnetic flux leakage data in shale gas pipeline based on ICP and DBSCAN algorithm by Leyao Gu (17897654)

“…The findings show that small-scale datasets or higher false detection rates lead to decreased accuracy. …”

SEAwise Report on improved predictive models of recruitment under different habitat scenarios and incorporating experimental results by Paco Melià (162862)

“…Recruitment of Western Baltic cod and herring showed decreasing reproductive potential as temperature increased.…”