Search Results for author: Ivan Donadello

Found 6 papers, 5 papers with code

Outcome-Oriented Prescriptive Process Monitoring Based on Temporal Logic Patterns

2 code implementations9 Nov 2022 Ivan Donadello, Chiara Di Francescomarino, Fabrizio Maria Maggi, Francesco Ricci, Aladdin Shikhizada

Such encoded log is used to train a Machine Learning classifier to learn a mapping between the temporal patterns and the outcome of a process execution.

Machine Learning for Utility Prediction in Argument-Based Computational Persuasion

1 code implementation9 Dec 2021 Ivan Donadello, Anthony Hunter, Stefano Teso, Mauro Dragoni

and (2) How can we identify for a new user the best utility function from amongst those that we have learned?

BIG-bench Machine Learning

Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image Interpretation

2 code implementations1 Oct 2019 Ivan Donadello, Luciano Serafini

This requires the detection of visual relationships: triples (subject, relation, object) describing a semantic relation between a subject and an object.

Relational Reasoning Relationship Detection +3

Logic Tensor Networks for Semantic Image Interpretation

1 code implementation24 May 2017 Ivan Donadello, Luciano Serafini, Artur d'Avila Garcez

Logic Tensor Networks (LTNs) are an SRL framework which integrates neural networks with first-order fuzzy logic to allow (i) efficient learning from noisy data in the presence of logical constraints, and (ii) reasoning with logical formulas describing general properties of the data.

Relational Reasoning Tensor Networks

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