Search Results for author: Mirco Nanni

Found 5 papers, 1 papers with code

A Bag of Receptive Fields for Time Series Extrinsic Predictions

no code implementations29 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.

regression Time Series +1

Learning Mobility Flows from Urban Features with Spatial Interaction Models and Neural Networks

1 code implementation24 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

A Cross-Entropy-based Method to Perform Information-based Feature Selection

no code implementations25 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.

feature selection General Classification

The Inductive Constraint Programming Loop

no code implementations12 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.

BIG-bench Machine Learning Scheduling

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