Machine Learning is a set of methods and techniques for constructing software systems automatically by analyzing only examples of the desired behaviour.
You do not write a program. You only provide examples of what you want. The program will be synthesized automatically.

In our lab we focus on engineering applications: have a look at our publications.

The Lab is directed by prof. Alberto Bartoli, assisted by prof. Eric Medvet, and hosts PostDocs, PhD students and LM, LT students: check the opportunities.

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Learning multiple patterns for text extraction

09-01-2015This new year has started very well. A paper describing one of the key improvements to our new regex generator tool has been just accepted at the prestigious 18-th European Conference on Genetic Programming (EuroGP)—despite its European qualification,...More

New regex generator tool online!

19-12-2014Our new regex generator is online! Let's summarize briefly what has happened. Epoch 1At ACM GECCO 2012 we presented a paper in which we described our work "Automatic generation of regular expressions from examples with genetic programming". We greatly...More

Automatic Generation of Access Control Policies

02-12-2014New publication of the lab at the (biennal and prestigious) 8-th International Conference on Evolutionary Multiobjective Optimization.---in collaboration with Prof. Elena Ferrari and Prof. Barbara Carminati. In this work we consider a challenging security-related...More

Recommending the right publication venue: we'll show how at ICTAI

05-09-2014Our work on Publication Venue Recommendation based on Paper Abstract has been accepted for presentation at the IEEE International Conference on Tools with Artificial Intelligence (ICTAI) which will be held at November in Cyprus.In this paper, we propose...More

We are finalist at the "Human-Competitive" Awards!

07-07-2014Great news: our GP-based Regex Golf player, recently accepted for publication at ACM GECCO, has been selected for inclusion among the 7 finalists at the 14-th "HUMIES Awards for Human-Competitive Results produced by Genetic and Evolutionary Computation". The...More