9 citations · 16 across the 6 of their papers we have counts for
9 papers
Time Series Vector Autoregression Prediction of the Ecological Footprint based on Energy Parameters
Radmila Janković, Ivan Mihajlović, Alessia Amelio
Sustainability became the most important component of world development, as countries worldwide fight the battle against the climate change. To understand the effects of climate ch…
Modularity in Multilayer Networks using Redundancy-based Resolution and Projection-based Inter-Layer Coupling
Alessia Amelio, Giuseppe Mangioni, Andrea Tagarelli
The generalized version of modularity for multilayer networks, a.k.a. multislice modularity, is characterized by two model parameters, namely resolution factor and inter-layer coup…
Comparing Multilayer Perceptron and Multiple Regression Models for Predicting Energy Use in the Balkans
Radmila Janković, Alessia Amelio
Global demographic and economic changes have a critical impact on the total energy consumption, which is why demographic and economic parameters have to be taken into account when…
CT Image Registration in Acute Stroke Monitoring
Lucio Amelio, Alessia Amelio
We present a new system based on tracking the temporal evolution of stroke lesions using an image registration technique on CT exams of the patient's brain. The system is able to c…
Consensus Community Detection in Multilayer Networks using Parameter-free Graph Pruning
Domenico Mandaglio, Alessia Amelio, Andrea Tagarelli
The clustering ensemble paradigm has emerged as an effective tool for community detection in multilayer networks, which allows for producing consensus solutions that are designed t…
Self-Organizing Maps Classification with Application to Laptop's Adapters Magnetic Field
Darko Brodić, Alessia Amelio
This paper presents an application of the Self-Organizing-Map classification method, which is used for classification of the extremely low frequency magnetic field emission in the…