Subgraph of the STRING reference, physical network showing the three InfoMap-based communities with highest average ENQUIRE-informed Q-scores. حسب Luca Musella (19986312)

"…After applying the InfoMap community detection algorithm with normalized Q-scores as probability weights, we selected the three communities with highest average score (colored areas) and pruned the original STRING network using the union of their corresponding protein-coding genes. …"

The Guardian Reading Dataset حسب Frans Van der Sluis (18365826)

"…Key columns are:</p><ul><li><code>stimulus</code>: Identifier for each article.…"

Replication Package of "Battling Phish" حسب Anonymous Author (7372229)

"…<h4>This replication package contains all datasets and source code used in our study on phishing URL detection. …"

Fire Lab tree list: A tree-level model of the conterminous United States landscape circa 2014 حسب Karin L. Riley (19657882)

"…A set of predictor variables was used to train the random forests algorithm, which was then leveraged to extrapolate measurements across forested areas of the conterminous United States. …"

<b>Road intersections Data with branch information extracted from OSM</b> & <b>C</b><b>odes to implement the extraction </b>&<b> I</b><b>nstructions on how to </b><b>reproduce each... حسب Zihao Tang (19794537)

"…</li></ul><h3>(4) Folder: <b>maxRadiusBuffer</b></h3><p dir="ltr">This folder focuses on the code of a greedy algorithm that produces the largest nonoverlapping buffers for a given collection of points.…"

Identification of Neuronal Activity from Extracelullar Recordings with Ground-truth Patch Clamp حسب Carina Germer (18692413)

"…<p dir="ltr">Automated algorithm for the identification of neuronal activity from multichannel electrode arrays available on an online <a href="https://zenodo.org/records/1205233" rel="noreferrer" target="_blank">database</a>¹</p><p dir="ltr"><i>Decomposition of an initial segment of the recording:</i><br>main code: NeuroNella_DecomposeGroundTruth<br><br>How to run (in MATLAB):</p><p dir="ltr"><br>1: Download the main code (NeuroNella_DecomposeGroundTruth) and zip folder containing the subcodes<br>2: Download recording files: Download one or more files from the <a href="https://zenodo.org/records/1205233" rel="noreferrer" target="_blank">database</a> and save in one folder<br>3: Set Up the Main Directory: Locate the MainDir variable in the code and edit it to include the path to the folder containing the code files.…"

Equivalent Mutants Analysed via Deductive Verification حسب Serge Demeyer (5133878)

"…</p><p dir="ltr">Most of the samples selected above lacked loops. We therefore added three search algorithms: BinarySearch, FindLast and FindMin.…"

Unsupervised Concept Discovery for Deep Weather Forecast Models with High-Resolution Radar Data حسب Soyeon Kim (533382)

"…</p><p dir="ltr">This repository contains experimental code in Python scripts, Jupyter Notebook files, and a dataset for the extracted psuedo clusters.…"

<b>Sample Remote Sensing Imagery & Core Implementation of Hyperbolic Graph Networks</b> حسب Chuan Chen (22762304)

"…The shared code includes model architectures, datasets processing modules, training scripts, and visualization utilities, enabling full reproducibility of the core algorithms presented in the paper.…"

<b>Force-Position-Speed Planning and Roughness rediction for Robotic Polishing</b> حسب Ma Haohao (19780875)

"…The improved dung beetle optimization algorithm, back propagation neural network, finite element analysis and response surface method provide a strong guarantee for the selection of robotic polishing process parameters. …"

<b>SAFE: </b><b>s</b><b>ensitive </b><b>a</b><b>nnotation </b><b>f</b><b>inding and </b><b>e</b><b>xtraction from multi-type Chinese maps via hybrid intelligence and knowledge grap... حسب jiaxin ren (20482655)

"…Experiments validate the effectiveness of SAFE: in detection tasks, SAFE achieves an Hmean of 96.44%, approximately ten percentage points higher than the baseline model; in recognition tasks, SAFE attains an accuracy of 96.73%, which is 15.59% higher than the original algorithm. …"

Identification of neutrophil extracellular trap-related genes in Alzheimer’s disease based on comprehensive bioinformatics analysis حسب Nana Qiao (19730190)

"…Protein–protein interaction (PPI) network, Minutia Cylinder-Code (MCC) algorithm, and molecular complex detection (MCODE) algorithm in the CytoHubba plug-in were employed to identify five hub genes (NFKBIA, SOCS3, CCL2, TIMP1, ACTB). …"

Overtuning in Hyperparameter Optimization - Artifacts حسب Lennart Schneider (20131899)

"…<br></p><p dir="ltr">This data contains the following columns (and some additional ones not explained here which are self-explanatory) where the validation and test performance of each proposed hyperparameter configuration are tracked over time in the form of trajectories</p><ul><li>iteration (iteration of an HPO run)</li><li>valid (validation performance)</li><li>test_retrained (test performance after retraining)</li><li>seed (replication id)</li><li>classifier (learning algorithm)</li><li>data_id (data set id)</li><li>train_valid_size (size of the set used for training and validation)</li><li>resampling (resampling method)</li><li>metric (performance metric)</li><li>method (post selection method and resampling method)</li><li>optimizer (HPO algorithm)</li></ul><p><br></p>…"

A Gentle Introduction and Application of Feature-Based Clustering with Psychological Time Series حسب Jannis Kreienkamp (10641803)

"…We also provide practical algorithm overviews and readily available code for data preparation, analysis, and interpretation.…"

Supplementary file 1_Construction of an oligometastatic prediction model for nasopharyngeal carcinoma patients based on pathomics features and dynamic multi-swarm particle swarm op... حسب Yunfei Li (652635)

"…A demo of the DMS-PSO-SVM modeling algorithm code used in this study can be found on Github (https://github.com/Edward-E-S-Wang/DMS-PSO-SVM).…"

Research on Olympic medal prediction based on GA-BP and logistic regression model Extended data حسب Sanglin Zhao (20599835)

"…</p><p dir="ltr">Including data and code (Matlab)</p>…"

EEG Signals for Robust Cognitive Workload Recognition Under Noisy Conditions.zip حسب Fariya Bintay Shafi (21692408)

"…</li></ul><h3>File Naming Convention:</h3><p dir="ltr">Each EEG recording is stored in EDF format using the structure:</p><ul><li><code>"SubjectXX_Y.edf"</code></li><li><ul><li><code>XX</code> – Participant number (e.g., 00 to 39)</li><li><code>Y</code> – Task condition:</li><li><ul><li><code>0</code>: No Workload (Resting State)</li><li><code>1</code>: Workload</li></ul></li></ul></li></ul><p dir="ltr">This naming scheme ensures easy identification of each subject’s session and workload state.…"

Back to the Roots: Assessing Mining Techniques for Java Vulnerability-Contributing Commits حسب Torge Hinrichs (17121607)

"…<p dir="ltr">Vulnerability-contributing commits (VCCs) are changes in code repositories that contribute to the insertion of vulnerabilities. …"

Estimating individual live image motion to describe heart tube shaping as a continuous process. حسب Morena Raiola (22439390)

"…<p>(A), MIRT algorithm was applied frame-by-frame (I(ti)-I(ti + 1)), extracting the set of deformation fields (T1, T2, …, TN) underlying the live images. …"

Inferring Regional Commuting Systems from Network Signaling Data حسب Alexe Vlad (20556224)

"…Researchers can adapt the code to similar mobility datasets to investigate commuting trends and urban mobility structures.…"