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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

2021-cvpr-completer icon 2021-cvpr-completer

PyTorch implementation for COMPLETER: Incomplete Multi-view Clustering via Contrastive Prediction (CVPR 2021)

afgsm icon afgsm

approximate fast gradient method

ama icon ama

Codebase for Unsupervised Anomaly Detection with Adversarial Mirrored AutoEncoders paper

anomal-e icon anomal-e

A PyTorch implementation of of Anomal-E.

anomaly-transformer icon anomaly-transformer

About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_

athleisure-advertising icon athleisure-advertising

Multiple ANOVA with Tukey Test to create an athleisure clothing ad campaign strategy using Google, Youtube, and Amazon search volume data.

awesomemrc icon awesomemrc

This repo is our research summary and playground for MRC. More features are coming.

bert icon bert

TensorFlow code and pre-trained models for BERT

bertopic icon bertopic

Leveraging BERT and a class-based TF-IDF to create easily interpretable topics.

bertsum icon bertsum

Code for paper Fine-tune BERT for Extractive Summarization

black-hat-rust icon black-hat-rust

Applied offensive security with Rust - https://kerkour.com/black-hat-rust

bpie-bi-srnn icon bpie-bi-srnn

The application of paper LONG TEXT ANALYSIS USING SLICED RECURRENT NEURAL NETWORK WITH BREAKING POINT INFORMATION ENRICHMENT

catkit icon catkit

Android kit for cat placeholders

cccapsnet icon cccapsnet

A PyTorch implementation of Compositional coding Capsule Network based on the paper "Compositional coding capsule network with k-means routing for text classification"

cgpfunctions icon cgpfunctions

Powell Miscellaneous Functions for Teaching and Learning Statistics

commed icon commed

COMMED is COnsensus-based Multiview Maximum Entropy Discrimination

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