Comparison of receiver operating characteristic (ROC) curves of five machine learning models in non - alcoholic fatty liver disease (NAFLD) prediction. حسب Yong Zhang (5893)

الموضوعات:

Computing time for the real-world analysis for each algorithm under consideration. The analysis is based on data from the National Health and Nutrition Examination Survey (NHANES)... حسب Mohammad Ehsanul Karim (3234213)

Block diagram for IoT-based irrigation system. حسب Gourab Saha (8987405)

الموضوعات:

Hardware design for IoT-based irrigation system. حسب Gourab Saha (8987405)

الموضوعات:

Coati optimization algorithm for brain tumor identification based on MRI with utilizing phase-aware composite deep neural network حسب Rajesh Kumar Thangavel (20591164)

"…Performance of the PACDNN-COA-BTI-MRI approach attains 16.7%, 20.6% and 30.5% higher accuracy; 19.9%, 22.2% and 30.1% higher recall and 16.7%, 21.9% and 30.8% higher precision when analysed through existing techniques brain tumor identification using MRI-Based Deep Learning Approach for Efficient Classification of Brain Tumor (MRI-DLA-ECBT), MRI-Based Brain Tumor Detection using Convolutional Deep Learning Methods and Chosen Machine Learning Techniques (MRI-BTD-CDMLT) and MRI-Based Brain Tumor Image Detection using CNN-Based Deep Learning Method (MRI-BTID-CNN) methods, respectively.…"

Elastin-Based Janus Hydrogel Tape with Adhesive, Stretchable, and Conductive Properties for Soft Bioelectronic Applications حسب Zhongwei Guo (240554)

Table 1_Association of weight-adjusted waist index and body mass index with chronic low back pain in American adults: a retrospective cohort study and predictive model development based on machine learning algorithms (NHANES 2009–2010).docx حسب Weiye Zhang (13738960)

"…Six machine learning algorithms were employed to predict CLBP occurrence and identify the optimal algorithm.…"

Data supporting figures and tables in Reimagining Electrical Diagrams in Construction: Automated Symbol Detection and Wiring Design and Generation with Deep Learning حسب IKENNA EKEKE (20996041)

"…<h3><b>Overview</b></h3><p dir="ltr">This dataset supports the findings of the research titled <i>“Reimagining Electrical Diagrams in Construction: Automated Symbol Detection and Wiring Design and Generation with Deep Learning.”</i><br>The study presents a fully automated framework that digitises complex electrical diagrams through two main components:</p><ol><li><b>Symbol Recognition:</b> A YOLOv8-based deep learning model trained to recognise 30 electrical symbol classes in industrial diagrams.…"

PLOS Open Science Indicators حسب Public Library of Science (276459)

"…The v10 dataset focuses on detection of five Open Science practices by analysing the XML of published research articles:</p><ul><li>Sharing of research data, in particular data shared in data repositories</li><li>Sharing of code</li><li>Posting of preprints</li><li>Sharing of protocols</li><li>Sharing of study registrations</li></ul><p dir="ltr">The dataset provides data and code generation and sharing rates, the location of shared data and code (whether in Supporting Information or in an online repository). …"

Data Sheet 1_Closing the loop: establishing an autonomous test-learn cycle to optimize induction of bacterial systems using a robotic platform.pdf حسب Jan Benedict Spannenkrebs (20595722)

"…An evaluation of chosen (learning) algorithms for single and dual factor optimization was performed. …"

Model-Free UAV Navigation in Unknown Complex Environments Using Vision-Based Reinforcement Learning حسب Satoshi Suzuki (20437556)

"…To overcome these limitations and enable obstacle-avoidance navigation for UAVs, this paper proposes an end-to-end autonomous navigation algorithm that integrates visual perception with reinforcement learning, capable of planning optimal navigation paths without requiring high-precision models. …"

Surveillance Error Grid of a Black, male, child participant for the Base-Generalized model trained exclusively on data from Black participants. حسب Helene Bei Thomsen (21627091)

Malware detection workflow in compressed archives حسب Paul A. Gagniuc (1818325)

الموضوعات:

Enhancing the Robustness of Vehicle Re-Identification in Intelligent Transportation Systems حسب Mei Qiu (21081170)

Supplementary file 1_Deep learning outperforms existing algorithms in glacier surface velocity estimation with high-resolution data – the example of Austerdalsbreen, Norway.pdf حسب Harald Zandler (12187328)

"…Therefore, we tested the potential of new deep learning-based image-matching algorithms for deriving glacier surface velocities across the ablation area of a glacier with strong spatial variability in surface velocities (<5 m/yr to >100 m/yr) and substantial changes in surface properties between image acquisitions. …"

AUC results (%) compared among methods, the LACK algorithm cannot work on the GRAZ02 dataset and is replaced with “—”. The best results are highlighted in bold. حسب Hui Yang (91136)

Accuracy results (%) compared among methods, the LACK algorithm cannot work on the GRAZ02 dataset and is replaced with “—”. The best results are highlighted in bold. حسب Hui Yang (91136)

Table 2_Construction of a prediction model for sarcopenic obesity based on machine learning.docx حسب Mengru Xu (4917160)

"…The area under the curve (AUC) values of the test set for the Random forest (RF), naive Bayes (NB), Light Gradient Boosting Machine (LightGBM), k-nearest neighbor algorithm (KNN), and eXtreme Gradient Boosting (XGBoost) models were recorded as 0.839, 0.815, 0.808, 0.794, and 0.798, respectively. …"

Table 1_Construction of a prediction model for sarcopenic obesity based on machine learning.docx حسب Mengru Xu (4917160)

"…The area under the curve (AUC) values of the test set for the Random forest (RF), naive Bayes (NB), Light Gradient Boosting Machine (LightGBM), k-nearest neighbor algorithm (KNN), and eXtreme Gradient Boosting (XGBoost) models were recorded as 0.839, 0.815, 0.808, 0.794, and 0.798, respectively. …"

Table 1_Machine-learning algorithm to predict home delivery after antenatal care visit among reproductive age women in East Africa.docx حسب Agmasie Damtew Walle (14716768)

"…Nine supervised machine-learning algorithms were applied, following Yufeng Guo's steps for supervised learning. …"