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Hi there 👋

My name is Luis. I'm an academic in the Machine Learning area with a focus on Natural Language Processing and Graph AI techniques. I'm currently a PhD student in Computer Science at Cin-UFPE.

I have experience in Data Analysis and machine learning. Having earned a master's degree in computational inteligence has provide me a solid background in machine learning and statistical analysis.

  • I’m currently working on text mining and NLP tasks using supervised and unsupervised machine learning techniques
  • My current interests of research:
    • Text summarization
    • Text classification
    • Clustering Analysis on textual data
    • Anomaly Detection
    • Graph Neural Networks
    • Graph Representation Learning
  • I’m interested to collaborate on academic projects
  • How to reach me: www.linkedin.com/in/luisfredgs
  • My blog https://medium.com/luisfredgs

Luís Gonçalves's Projects

latent_ode icon latent_ode

Code for "Latent ODEs for Irregularly-Sampled Time Series" paper

latnet icon latnet

Latent Graph signal recovery from network

linkwaldo icon linkwaldo

Select a set of pairs to check in link prediction from the vast, sparse space of possible pairs

litegt icon litegt

[CIKM-21] Pytorch implementation of LiteGT: Efficient and Lightweight Graph Transformers

mane icon mane

Multi-View Collaborative Network Embedding

matfac icon matfac

Matrix factorisation with shared latent space

mdr_tcca icon mdr_tcca

Multi-view dimensionality reduction using tensor canonical correlation analysis

mfn icon mfn

[AAAI 2018] Memory Fusion Network for Multi-view Sequential Learning

neurips17 icon neurips17

NeurIPS 2017 Competition Classifying Genetic Mutations by Text (Top-1 Solution)

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