Grass-roots initiatives such as the 1000 Functional Connectomes Project (FCP) and International Neuroimaging Data- sharing Initiative (INDI) [1] are successfully amassing and sharing large-scale brain ...
Abstract: The analysis of transaction data is often impeded by challenges such as noise, inconsistencies, high dimensionality, and missing values, which obscure valuable insights. Existing ...
Overview: Poor data validation, leakage, and weak preprocessing pipelines cause most XGBoost and LightGBM model failures in production.Default hyperparameters, ...
A complete end-to-end AI/ML + NLP + GenAI system that automates recruitment through intelligent resume parsing, candidate-job matching, scoring, and a interactive web interface. mini_project/ ├── app/ ...
Abstract: Blind source separation (BSS) can be used to recover speech signals from mixtures recorded by microphones. However, their performances show significant limitations because of the deviations ...
We present TrackNetV3, a model composed of two core modules: trajectory prediction and rectification. The trajectory prediction module leverages an estimated background as auxiliary data to locate the ...