no code implementations • 29 Nov 2023 • Francesco Spinnato, Riccardo Guidotti, Anna Monreale, Mirco Nanni
High-dimensional time series data poses challenges due to its dynamic nature, varying lengths, and presence of missing values.
no code implementations • 10 Mar 2023 • Angelica Liguori, Luciano Caroprese, Marco Minici, Bruno Veloso, Francesco Spinnato, Mirco Nanni, Giuseppe Manco, Joao Gama
Point Processes provide a natural mathematical framework for modeling these sequences of events.
1 code implementation • 24 Apr 2020 • Gevorg Yeghikyan, Felix L. Opolka, Mirco Nanni, Bruno Lepri, Pietro Lio'
A fundamental problem of interest to policy makers, urban planners, and other stakeholders involved in urban development projects is assessing the impact of planning and construction activities on mobility flows.
Social and Information Networks Physics and Society
no code implementations • 25 Jul 2016 • Pietro Cassara, Alessandro Rozza, Mirco Nanni
From a machine learning point of view, identifying a subset of relevant features from a real data set can be useful to improve the results achieved by classification methods and to reduce their time and space complexity.
no code implementations • 12 Oct 2015 • Christian Bessiere, Luc De Raedt, Tias Guns, Lars Kotthoff, Mirco Nanni, Siegfried Nijssen, Barry O'Sullivan, Anastasia Paparrizou, Dino Pedreschi, Helmut Simonis
Constraint programming is used for a variety of real-world optimisation problems, such as planning, scheduling and resource allocation problems.