Florin AndreiinTowards Data ScienceEfficient feature selection via genetic algorithmsUsing evolutionary algorithms for fast feature selection with large datasets8 min read·Jan 12, 2024--4--4

Florin AndreiinTowards Data ScienceEfficient feature selection via CMA-ES (Covariance Matrix Adaptation Evolution Strategy)Using evolutionary algorithms for fast feature selection with large datasets11 min read·Jan 12, 2024--1--1

Florin AndreiinTowards Data ScienceModeling variable seasonal features with the Fourier transformImprove time series forecast performance with a technique from signal processing21 min read·Oct 12, 2023----

Florin AndreiinTowards Data ScienceVisualizing the full extent of the curse of dimensionalityUsing the Monte Carlo method to visualize the behavior of observations with very large numbers of features10 min read·Jun 29, 2023--2--2

Florin AndreiinTowards Data ScienceTrain Image Segmentation Models to Accept User Feedback via Voronoi Tiling, Part 2How to train an off-the-shelf image segmentation model to respond to user feedback.9 min read·May 5, 2023----

Florin AndreiinTowards Data ScienceTrain Image Segmentation Models to Accept User Feedback via Voronoi Tiling, Part 1How to train an off-the-shelf image segmentation model to respond to user feedback.13 min read·May 5, 2023----

Florin AndreiinTowards Data ScienceUsing quantum annealing for feature selection in scikit-learnFeature selection for scikit-learn models, for datasets with many features, using quantum processing11 min read·Apr 10, 2023----

Florin AndreiinTowards Data ScienceQuantum Computing for Optimization Problems — Solving the Knapsack ProblemHow to solve an optimization problem using quantum computing, compared to a traditional solution.12 min read·Jan 16, 2023--1--1

Florin AndreiinTowards Data ScienceUse simulations to optimize customer wait time, systems load, and costExperiments are too expensive? Use simulations instead.13 min read·Feb 26, 2022--2--2

Florin AndreiinTowards Data ScienceData has many periodic components you need to visualize? Treat it like audio!Visualize periodic components using the Fourier transform.7 min read·Aug 29, 2021----