Computed mean error rate for each algorithm and dataset. by Yubraj Gupta (7465394)

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Receiver operating characteristic curve for murmur detection algorithm. by Andrew McDonald (2307400)

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DataSheet1_Barrier-free tomato fruit selection and location based on optimized semantic segmentation and obstacle perception algorithm.docx by Lingli Zhou (539752)

“…Compared to the fruit detection method without visual obstacle avoidance (Yolo v5), our approach exhibited an 18.9% increase in selection precision and a 1.3% reduction in location error. …”

Parallel HSMM algorithm structure. by Andrew McDonald (2307400)

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Performance metrics evaluation of each algorithm on four diverse datasets. by Yubraj Gupta (7465394)

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Four example recordings analysed by the algorithm. by Andrew McDonald (2307400)

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Performance of algorithms and clinician on clinical outcomes task. by Andrew McDonald (2307400)

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Table 1_Cluster segmentation and stereo vision-based apple localization algorithm for robotic harvesting.docx by Jianxia Wang (17399439)

“…</p>Methods<p>This study proposes an enhanced K-Means clustering segmentation algorithm integrated with a stereo-vision system for accurate 3D apple localisation. …”

CatBoost algorithm structure to predict clinical outcome. by Andrew McDonald (2307400)

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Data Sheet 1_Research on persimmon fruit diameter accurate detection method based on improved RCNN instance segmentation algorithm.zip by Yuan Fang (132924)

“…<p>Aiming at the problem of inaccurate fruit recognition and fruit diameter detection in the persimmon inspection process, this research proposes a novel persimmon accurate recognition and fruit diameter detection algorithm based on the Region-based Convolutional Neural Network (RCNN) Mask and instance segmentation algorithm. …”

Per-class results for the murmur detection task. by Andrew McDonald (2307400)

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Computed AUROC and pixel accuracy for all four distinct datasets using all seven proposed algorithms. by Yubraj Gupta (7465394)

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Confusion matrix for the cross-validated murmur detection task. by Andrew McDonald (2307400)

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Automatic translation error detection based on fuzzy decision tree algorithm. by Danqiangyu Zhou (22146196)

“…<p>Automatic translation error detection based on fuzzy decision tree algorithm.…”

Comparison of error rates in feature classification. by Jianpeng Zhang (528185)

Effect of segmentation error on Leiden clustering. by Matthias Bruhns (22250913)

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Effect of segmentation errors on phenotype assignments. by Matthias Bruhns (22250913)

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Research on Vehicle Detection Algorithms Based on Deep Learning in Complex Environments by Xiaodan Li (22309438)

Illustration of the U-Net architecture used to segment the fibres. The architecture consists of three encoder levels and 3 decoder levels. by Youssef Arafat (21009293)

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Step frequency detection algorithm. by Ruiyi Tang (10302578)