Name: gballoccu
Type: User
Company: University of Cagliari
Bio: Applied Scientist II Intern @ Amazon | PhD Student in Recommender Systems @ University of Cagliari | Previous Applied Scientist Intern @ Amazon
Twitter: gballoccu
Location: Cagliari, Italy
Blog: https://giacoballoccu.github.io/
gballoccu's Projects
Matlab model trained on EgoCart dataset to locate from a picture the position of a user on the market. Using KNN and Bag of Visual Words
CoCo dataset in standard format with associated KG
A CPLEX implementation to solve the specific problem of Bike Sharing Redistribution
A collection of exercises from the book Cracking the code
A collection of matlab scripts done, while attending the Computer Vision course
This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.
Entire pipeline for binary drowsiness detection on UTA dataset. Training of an SVM blink detector for the feature extraction and model the data in a sequential way in order to test the performance of LSTM networks on the task. This project is a simplificated version of the great work of this paper: https://arxiv.org/abs/1904.07312
Sentiment analysis using different types of Bidirectional Recurrent Neural Networks on Amazon reviews dataset. The results are confronted with two baseline models which are an SVM and a RF model.
A collection of papers, tutorials, slide and materials with fundamental topology and concepts related to explainable recommender systems
Post Processing Explanations Paths in Path Reasoning Recommender Systems with Knowledge Graphs
Card game, max 4 players, every player draw a card every tour, in the deck there're special cards, do nothing cards, or bombs, when you hit a bomb you're out
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Automatic deployment using terraform of a comparator on AWS between time elapsed in computation between a Graph implemented with python and spark GraphFrame state of art methods.
Automated deployment of a Hadoop/Spark Cluster on AWS with Terraform
Language models for recommendation
An utility tool to convert knowledge augmented datasets (data + kg) from a format to another. Knowledge Augmented Datasets Format Swapper
This is the data for KB4Rec
KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019
A reduced version of LastFM1B dataset and its freebase extarcted KG for recommendation
A three levels metal slug clone, available for mobile and desktop
In- and post- process methods for optimizing explanations path based on newly defined quantitative explanation metrics
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation
An implementation of the Particle Swarm Optimization method applied to the specific problem of Bike Sharing Redistribution
A unified framework to evaluate path reasoning methods across multiple beyond accuracy dimension and path (explanation) quality perspectives
A small web application for handling and converting cryptocurrency amounts. (Blockfolio concept)