Kidney Transplant Biopsy-derived signature matrix of 18 cell phenotypes (KTB18) for deconvolution using the CIBERSORTx algorithm by Alexis Varin (20591600)

“…</p><p dir="ltr">The files included here are used for and obtained from the construction of a kidney allograft biopsy signature matrix by CIBERSORTx, and can be downloaded to infer cell fractions on kidney allograft biopsy bulk RNA-seq or microarray data.…”

XGBoost odor prediction model: finding the structure-odor relationship of odorant molecules using the extreme gradient boosting algorithm by Pankaj Tyagi (20147683)

“…The main challenge in investigating the correlation between the molecular structure and its associated odor is the ambiguous and obscure nature of verbally defined odor descriptors, particularly when the odorant molecules are from different sources. With the recent developments in machine learning (ML) technology, ML and data analytic techniques are significantly being used for quantitative structure-activity relationship (QSAR) in the chemistry domain toward knowledge discovery where the traditional Edisonian methods have not been useful. …”

Wesper Lab home sleep studies used for training and testing the Wesper autoscoring algorithm for the detection of central apnea events by Chelsie Rohrscheib (19494274)

Supplementary file 1_Trends in the use of validated claims-based algorithms in Japanese post-marketing database studies.docx by Chieko Ishiguro (14666444)

“…Future studies should use more recent data, compare the use of validated algorithms between Japan and other countries, and explore barriers to their adoption.…”

TB interpretation with the new algorithm of mIGRA using either QFT-PHA or Con A + PWM as positive mitogens. by Saradee Warit (798677)

Research data. by Dominique Vincent-Genod (20552594)

“…An automatic analysis algorithm was tested on 82 recordings to suggest improvements. …”

T2-Flair model training process using all data. by Fengning Liang (20927493)

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T2-Flair model training process using all data. by Fengning Liang (20927493)

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The Polygon Approximation Algorithm uses turning points on the contour to represent an inscribed polygon, where d controls how many turning points are generated. by Sijie Chen (1622476)

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Data sets used for user analysis. by Alon Sela (12231559)

“…We seek here to detect efforts to manipulate the spread of information in social networks, by one of the fundamental macro-scale properties of rhetoric—<i>repetitiveness</i>. We use 16 data sets of a total size of 13 GB, 10 related to political topics and 6 related to non-political ones (large-scale disasters), each ranging from tens of thousands to a few million of tweets. …”

Data sets used for hashtag analysis. by Alon Sela (12231559)

“…We seek here to detect efforts to manipulate the spread of information in social networks, by one of the fundamental macro-scale properties of rhetoric—<i>repetitiveness</i>. We use 16 data sets of a total size of 13 GB, 10 related to political topics and 6 related to non-political ones (large-scale disasters), each ranging from tens of thousands to a few million of tweets. …”

Rate change of land use land cover changes from 1994–2024. by Samuel Shibeshi Bikeko (20490450)

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The used datasets with their details. by Javad Hemmatian (20700209)

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The dataset used in the experiments. by Genliang Li (5816264)

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Table 1_Understanding dosage effects of traditional Chinese medicine using network analysis.xlsx by Jiawei Wu (566422)

Table 2_Understanding dosage effects of traditional Chinese medicine using network analysis.xlsx by Jiawei Wu (566422)

Data Sheet 1_Prognostic assessment and intelligent prediction system for breast reduction surgery using improved swarm intelligence optimization.docx by Zhiwei Cui (10682154)

“…Guided by the Improved Secretary Bird Optimization Algorithm (ISBOA), the optimization algorithm was integrated with an AutoML framework to achieve fully automated optimization spanning from feature selection to model parameter configuration. …”

Data Sheet 2_Prognostic assessment and intelligent prediction system for breast reduction surgery using improved swarm intelligence optimization.docx by Zhiwei Cui (10682154)

“…Guided by the Improved Secretary Bird Optimization Algorithm (ISBOA), the optimization algorithm was integrated with an AutoML framework to achieve fully automated optimization spanning from feature selection to model parameter configuration. …”

Code used for data analysis in this study. by Nourin Sultana (22339463)

“…Data were collected from 3,192 complete records of ever-married women aged 15–49 years from the Bangladesh Demographic and Health Survey, 2022. …”

Data Sheet 1_COCαDA - a fast and scalable algorithm for interatomic contact detection in proteins using Cα distance matrices.pdf by Rafael Pereira Lemos (9104911)