Ivan Donadello's repositories
Food-Categories-Classification
This repository contains the dataset and the source code for the classification of food categories from meal images.
Visual-Relationship-Detection-LTN
This repository contains the dataset and the source code for the detection of visual relationships with the Logic Tensor Networks framework.
Declare4Py
A Python package for declarative Process Mining with Machine Learning applications
ML-Argument-Based-Computational-Persuasion
This repo contains the source code and a benchmark for predicting user's utilities with Machine Learning techniques for Computational Persuasion
semantic-PASCAL-Part
This is a curated semantic version of the PASCAL-Part dataset for part-based object detection. Objects are aligned with WordNet and Yago concepts. The dataset is both in PASCAL-Voc and RDF format.
TemplateSystemForNaturalLanguageExplanations
TS4NLE is converts the explanation of an eXplainable AI (XAI) system into natural language utterances comprehensible by humans.
LTL-prescriptive-process-monitoring
A prescriptive (outcome-based) process monitoring system that provides users with temporal recommendations among activities to perform in an ongoing process
temporal-prescriptive-process-monitoring_old
A prescriptive (outcome-based) process monitoring system that provides users with temporal recommendations among activities to perform in an ongoing process.
logictensornetworks
Deep Learning and Logical Reasoning from Data and Knowledge
Deviance_mining_sequential_declarative_patterns
Deviance mining of business processes performed with sequential and declarative patterns as features
prescriptiveprocessmonitoring.github.io
Expression of Interest for a PostDoc position in Prescriptive ProcessMonitoring
TS4NLE_Tutorial
A simple tutorial for the Template System for Natural Language Explanations
XAI-tutorial
A comprehensive set of colab notebooks to showcase the principal differences among XAI techniques