Supplementary file 1_Global variation in antibiotic prescribing guidelines and the implications for decreasing AMR in the future.docx by Emmama Jamil (22005635)

Lower quartile of district towns evaluated by the SD-TOPSIS technique ‐ combination of A, B1, B1 and C1. by Roman Vavrek (13200141)

Food intake in groups A, B and C. by Sohail Afzal (10850709)

“…Statistically, there was a significant decrease in EPG values from days 0–14. …”

Source of healthcare information. by Surakshya Khanal (19949745)

Map with color coding showing the relative risk of loss at the regional level for each country in Sub-Saharan Africa. by Beatrice T. Nganso (4114768)

ExaF contributes to FA homeostasis by lowering the FA concentration. by Zachary T. Hying (21512605)

Fecal egg count reduction percentage (FECRP). by Sohail Afzal (10850709)

“…Statistically, there was a significant decrease in EPG values from days 0–14. …”

Proteomic and Transcriptomic Profiling Revealed Vital Molecular Events in the Transition from Goat Colostrum to Mature Milk by Xiao Zhang (152326)

“…Our results indicate that the milk protein changes were associated with a network of mammary gene expression changes; importantly, the prime factors include enhanced mammary growth/development, decreased protein translation, attenuated protein folding, and lower lip/carbohydrate metabolism. …”

Validation of punch with timestamp: (a) Jab (b) Hook (c) Uppercut. by Saravanan Manoharan (21273304)

Combined Confusion matrix: (a) Rear hand punch recognition (b) Lead hand punch recognition. by Saravanan Manoharan (21273304)

Combined Confusion matrix: (a) Rear hand punch classification (b) Lead hand punch classification. by Saravanan Manoharan (21273304)

IMU raw data: (a) 3-DoF accelerometer data (b) 3-DoF gyroscope data. by Saravanan Manoharan (21273304)

Punch types and its kinematics: (a) No punch (b) Long-range rear jab to head (c) Mid-range rear hook to head (d) Mid-range rear uppercut to head. by Saravanan Manoharan (21273304)

Literature comparison. by Saravanan Manoharan (21273304)

“…The method also includes automatic segmentation of punch videos, which improves classification accuracy by utilizing both data sources. To reduce labeling effort, we apply a Query by Committee-based active learning technique, significantly decreasing the required labeling effort by one-sixth. …”

Flow chart of proposed system. by Saravanan Manoharan (21273304)

“…The method also includes automatic segmentation of punch videos, which improves classification accuracy by utilizing both data sources. To reduce labeling effort, we apply a Query by Committee-based active learning technique, significantly decreasing the required labeling effort by one-sixth. …”

Literature review. by Saravanan Manoharan (21273304)

“…The method also includes automatic segmentation of punch videos, which improves classification accuracy by utilizing both data sources. To reduce labeling effort, we apply a Query by Committee-based active learning technique, significantly decreasing the required labeling effort by one-sixth. …”

IMU data and video synchronization. by Saravanan Manoharan (21273304)

“…The method also includes automatic segmentation of punch videos, which improves classification accuracy by utilizing both data sources. To reduce labeling effort, we apply a Query by Committee-based active learning technique, significantly decreasing the required labeling effort by one-sixth. …”

Confusion matrix-punch classification. by Saravanan Manoharan (21273304)

“…The method also includes automatic segmentation of punch videos, which improves classification accuracy by utilizing both data sources. To reduce labeling effort, we apply a Query by Committee-based active learning technique, significantly decreasing the required labeling effort by one-sixth. …”

Summary statistics. by Stephan Dietrich (6979985)

“…We take advantage of 40 years of variation in daily land surface temperature data, finding that one additional exceptionally hot day significantly lowers wellbeing, by roughly 0.5% on average. …”

Month of interview by world region. by Stephan Dietrich (6979985)

“…We take advantage of 40 years of variation in daily land surface temperature data, finding that one additional exceptionally hot day significantly lowers wellbeing, by roughly 0.5% on average. …”