Algoritmo de clasificación de expresiones de odio por intensidades en español (Algorithm for classifying hate expressions by intensities in Spanish) حسب Xiomara Blanco (18598099)

"…<a href="https://doi.org/10.6084/m9.figshare.2589281510.6084/m9.figshare.25892815" rel="nofollow" target="_blank">https://doi.org/10.6084/m9.figshare.25892815</a></p><p dir="ltr">Más información:</p><ul><li><a href="https://www.hatemedia.es/" rel="nofollow" target="_blank">https://www.hatemedia.es/</a> o contactar con: <a href="mailto:elias.said@unir.net" target="_blank">elias.said@unir.net</a></li><li>Este algoritmo está relacionado con el algoritmo de clasificación de odio/no odio, desarrollado también por los autores: <a href="https://github.com/esaidh266/Algorithm-for-detection-of-hate-speech-in-Spanish" target="_blank">https://github.com/esaidh266/Algorithm-for-detection-of-hate-speech-in-Spanish</a></li><li>Este algoritmo está relacionado con el algoritmo de clasificación de expresiones de odio por tipo en español, desarrollado también por los autores: <a href="https://github.com/esaidh266/Algorithm-for-classifying-hate-expressions-by-type-in-Spanish" target="_blank">https://github.com/esaidh266/Algorithm-for-classifying-hate-expressions-by-type-in-Spanish</a></li></ul>Hate Speech Intensity Classification Model<p dir="ltr">This code implements a hate speech classification system using the RoBERTuito model (a Spanish version of RoBERTa) to detect hate speech intensities in tweets.…"

EEG dataset for the analysis of age-related changes in motor-related cortical activity during a series of fine motor tasks performance حسب Nikita Frolov (8746413)

"…<br><br>Acquired EEG signals were then processed via preprocessing tools implemented in <b>MNE Python</b> package. Specifically, raw EEG signals were filtered by a Butterworth 5th order filter in the range 1-100 Hz, and by 50Hz Notch filter. …"

Algoritmo de clasificación de expresiones de odio por tipos en español (Algorithm for classifying hate expressions by type in Spanish) حسب Daniel Pérez Palau (11097348)

"…</li></ul><p dir="ltr"><b>File Structure</b></p><p dir="ltr">The code generates and saves:</p><ul><li>Weights of the trained model (.h5)</li><li>Configured tokenizer</li><li>Training history in CSV</li><li>Requirements file</li></ul><p dir="ltr"><b>Important Notes</b></p><ul><li>The model excludes category 2 during training</li><li>Implements transfer learning from a pre-trained model for binary hate detection</li><li>Includes early stopping callbacks to prevent overfitting</li><li>Uses class weighting to handle category imbalances</li></ul><p dir="ltr">The process of creating this algorithm is explained in the technical report located at: Blanco-Valencia, X., De Gregorio-Vicente, O., Ruiz Iniesta, A., & Said-Hung, E. (2025). …"

Microscopic Detection and Quantification of Microplastic Particles in Environmental Water Samples حسب Derek Lam (11944213)

"…Image processing algorithms, implemented in Python using adaptive thresholding techniques, were applied to segment particles from the background. …"

Research Bazaar 2018 – Highlights, insights, and what can we learn from each other? حسب Dharani Sontam (3798478)

"…As an example, instead of fullfledged software carpentry lessons in core digital tools (such as R programming language, Python and Git) we offered close to 40 “taster sessions” where audience had the chance to learn about the digital tools they were interested in. …"

Adaptive protein evolution through length variation of short tandem repeats in Arabidopsis. Supplementary Materials. حسب William Reinar (5144924)

"…</p> <p><br></p> <p>Additional File 21: Bayenv2.0 results, all protein coding STRs.</p> <p><br></p> <p>Additional File 22: FST results, all protein coding STRs.…"

Decoding rapidly presented visual stimuli from prefrontal ensembles without report nor post-perceptual processing حسب Joachim Bellet (8100200)

"…They can be recomputed from the .pkl files using the code reproducing the analysis of the paper: https://github.com/jobellet/fast_and_rich_decoding_in_VLPFC</p>…"

Data_Sheet_1_Decoding emotional resilience in aging: unveiling the interplay between daily functioning and emotional health.PDF حسب Minhua Guo (18392646)

"…Machine learning algorithms, including Support Vector Machine (SVM), Decision Tree (DT), and Logistic Regression (LR), were implemented using Python 3.10.2.</p>Results<p>Population demographic analysis revealed a significantly lower average BI score of 65.044 in the “Diagnosed with Emotional Problems by a Doctor” group compared to 85.128 in the “Not diagnosed with Emotional Problems by a Doctor” group. …"

PepENS حسب Abel Chandra (16854753)

"…<br><br>Download and Use</p><p dir="ltr">The codes for Datasets 1 and 2 are found in the respective folders of this repository.…"

Decoding fairness motivations - repository حسب Sebastian Speer (6489207)

"…</div><div>Practice trials were implemented to in order to familiarize the participants with the task. …"