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Hi everyone!

My name is Xurxo Rigueira and I'm a Computer Science Ph.D. student and a Mining and Energy Engineer who likes working on projects for environmental and social good.

About me

  • 👀 I’m interested in anomaly detection and data forecasting.
  • 🌱 I’m currently learning how to develop generalizable and explainable machine learning-based environmental models.
  • 💞️ I’m looking to collaborate on research projects and I'm trying to get my Ph.D.

🛠 Technologies and tools

Python logo   R logo   Cpp logo   JavaScript logo   HTML5 logo   CSS3 logo   LaTeX logo   git logo   Visual Studio Code logo  

Xurxo Rigueira's Projects

data icon data

Contains several time series databases for reseach purporses

grescorecal icon grescorecal

Outputs an estimated GRE score for the Quantitative and Verbal sections of the GRE based on the number of right answers in each section

snake-ai icon snake-ai

Reinforcement learning applied to the famous snake game

tsne-slateq icon tsne-slateq

tSNE applied to the analysis of the slate quality index

w-fda icon w-fda

Multivariate anomaly detection for fuctional water data.

w-gan icon w-gan

GANs for the generation of multivariate water quality and hydrological time series data.

w-imrf icon w-imrf

Iterative multiresolution Random Forest for anomaly discovery and explanation.

w-imrf-gen icon w-imrf-gen

Generalized iterative multiresolution Random Forest for anomaly discovery and explanation.

w-ml icon w-ml

Machine learning for anomaly detection in water data.

w-onml icon w-onml

Online anomaly classification and prediction in water data.

w-tcnn icon w-tcnn

Transformer and CNN for water quality prediction and anomaly forecasting

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