Block diagram of proposed RGMLL blending ensemble learning model. حسب Md Amir Hamja (20495951)

الموضوعات: "…explainable ensemble learning…"

Federated learning results. حسب Hassan Kamran (21782056)

"…<div><p>Deep learning models for diagnostic applications require large amounts of sensitive patient data, raising privacy concerns under centralized training paradigms. …"

Comparison of results of machine learning prediction models based on imaging and clinical practice. حسب Ningxin Chen (12965441)

List of variables used to predict hospitalization mortality in the federated and local learning approaches. حسب Roberta Moreira Wichmann (14259316)

الموضوعات:

SPIDER (v2): Synthetic Person Information Dataset for Entity Resolution حسب Praveen Chinnappa (20835779)

"…<p dir="ltr">SPIDER (v2) – Synthetic Person Information Dataset for Entity Resolution provides researchers with ready-to-use data for benchmarking Duplicate or Entity Resolution algorithms. …"

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

"…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. …"

Prediction of Activity and Selectivity Profiles of Sigma Receptor Ligands Using Machine Learning Approaches حسب Lisa Lombardo (7301969)

"…High-quality data sets were curated from public and in-house source; in turn, the data sets were systematically organized and processed for each workflow. …"

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). …"

Model coefficients from linear mixed effects models for root mean squared errors of the Transfer Learned models. حسب Helene Bei Thomsen (21627091)

الموضوعات:

Data Sheet 1_Association between red blood cell distribution width-to-albumin ratio and in-hospital mortality in patients with congestive heart failure combined with chronic kidney... حسب Lie-jun Qian (21659372)

Data scaling visualization. حسب Ankur Kumar (1357440)

الموضوعات:

Data Sheet 2_Study on postoperative survival prediction model for non-small cell lung cancer: application of radiomics technology workflow based on multi-organ imaging features and various machine learning algorithms.pdf حسب Hanlin Wang (240998)

"…The study extracted radiomic features from the tumor, whole lung, and erector spinae muscles of the patients and applied 11 machine learning algorithms to construct prediction models. …"

Data Sheet 1_Study on postoperative survival prediction model for non-small cell lung cancer: application of radiomics technology workflow based on multi-organ imaging features and various machine learning algorithms.pdf حسب Hanlin Wang (240998)

"…The study extracted radiomic features from the tumor, whole lung, and erector spinae muscles of the patients and applied 11 machine learning algorithms to construct prediction models. …"

Neighborhood operators (actions) in Q-learning. حسب Zhongfeng Li (3965060)

"…This study presents a Q-learning-enhanced NSGA-II (QLNSGA-II) algorithm that integrates the adaptive policy optimization of Q-learning with the elitist selection of NSGA-II to dynamically adjust crossover and mutation rates based on real-time performance metrics. …"

Weekly reported cases and cumulative cases are predicted for outbreaks in five regions within BC in 16 weeks from 7 January 2024 (i.e., vertical lines) using a two-VOIs model learn... حسب Wenxuan Li (2566450)

Data Sheet 1_Identification of ALDH2 as a novel target for the treatment of acute kidney injury in kidney transplantation based on WGCNA and machine learning algorithms and exploration of its potential mechanism of action using animal experiments.docx حسب Jinpu Peng (748597)

S1 Data - حسب Liangzheng Wu (20501304)

الموضوعات:

TreeMap 2016 Forest Type Algorithm (Image Service) حسب U.S. Forest Service (17476914)

"…We used a random forests machine-learning algorithm to impute the forest plot data to a set of target rasters provided by Landscape Fire and Resource Management Planning Tools (LANDFIRE: https://landfire.gov). …"

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

الموضوعات:

Video 1_A machine learning algorithm to predict treatment effectiveness for Kawasaki disease in China: a retrospective model development and validation study.mp4 حسب Xuemei Li (232384)

"…</p>Results<p>The CatBoost machine learning algorithm achieved the best comprehensive results (AUC: 0·960; sensitivity: 0·883; specificity: 0·889, and accuracy: 0·887). …"