Third Scientific Initiation developed during the graduation at UEM

❗ This is a modified version of the CRAN R package repository. bife — Binary Choice Models with Fixed Effects

The AssayCorrector eliminates spatial bias in HTS assays using PMP methods.

🛒 Webscraper used to detect bias in Amazon product reviews for a product. Bias is determined through an original and rigorous algorithm, with the goal of producing a new, corrected, product star review from 1 to 5 based only on reviews that are considered to be 'unbiased'.

Performmance/execution time test of the bias correction tool BiasAdjustCXX v1.8 in comparison to python-cmethods v0.6.1 and xclim v0.40.0.

Code to Bias Correct ICAR output based on Livneh data, using quantile mapping.

An efficient and effective Bayesian calibration apporach for large-scale raw numerical model outputs

Scripts that I've used during grad school for data collection, analysis, visualization, cleaning, wrangling, etc., for classes, project reports, and manuscripts.

Computation and visualization of standardized mean differences from simulated data

R package to correct measurement biases in gene methylation analyses

Deep Learning Convolutional Neural Network (CNN) using PyTorch and train it to recognize five different classes: (1) Person without a face mask, (2) Person with a “community” (cloth) face mask, (3) Person with a “surgical” (procedural) mask, (4) Person with a “FFP2/N95/KN95”-type mask (you do not have to distinguish between them), and (5) Person…

Machine Learning Bias Exploration

R code for generating the projected 15-min precipitation.

Experiments on biases in data & models

Indirect inference bias correction for nonlinear panel

Tackling Gender and Race bias in Word Embeddings

Novel ultrafast suite for high-throughput & high-content multiparameter screening as in drug discovery. It has unique modules for QC, bias correction, similarity measurement, clustering and visualization. It can process hundreds of samples with many markers in a few hours not days & circumvents bath effect. It couples with any plate reader.

A cost-sensitive BERT that handles the class imbalance for the task of biomedical NER.

Magnetic Resonance Imaging data processing pipelines with a strong emphasis on the diffusion weighted MRI (DWI) modality and tractogram estimation

R package providing a shiny GUI to the functions implemented in rBiasCorrection