19 citations · 52 across the 15 of their papers we have counts for
16 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…
Revisiting Resolution and Inter-Layer Coupling Factors in Modularity for Multilayer Networks
Alessia Amelio, Andrea Tagarelli
Modularity for multilayer networks, also called multislice modularity, is parametric to a resolution factor and an inter-layer coupling factor. The former is useful to express laye…
Statistical Analysis of Dice CAPTCHA Usability
Darko Brodić, Alessia Amelio, Ivo R. Draganov
In this paper the elements of the CAPTCHA usability are analyzed. CAPTCHA, as a time progressive element in computer science, has been under constant interest of ordinary, professi…
The -Average Common Submatrix: Approximate Searching in a Restricted Neighborhood
Alessia Amelio, Darko Brodić
This paper introduces a new (dis)similarity measure for 2D arrays, extending the Average Common Submatrix measure. This is accomplished by: (i) considering the frequency of matchin…
Analysis of the Human-Computer Interaction on the Example of Image-based CAPTCHA by Association Rule Mining
Darko Brodić, Alessia Amelio
The paper analyzes the interaction between humans and computers in terms of response time in solving the image-based CAPTCHA. In particular, the analysis focuses on the attitude of…
Detection of Dangerous Magnetic Field Ranges from Tablets by Clustering Analysis
Darko Brodić, Alessia Amelio
The paper considers the problem of the extremely low frequency magnetic field radiation generated by the tablet computers. Accordingly, the measurement of the magnetic field radiat…
Document Image Coding and Clustering for Script Discrimination
Darko Brodic, Alessia Amelio, Zoran N. Milivojevic +1
The paper introduces a new method for discrimination of documents given in different scripts. The document is mapped into a uniformly coded text of numerical values. It is derived…
An Approach to the Analysis of the South Slavic Medieval Labels Using Image Texture
Darko Brodic, Alessia Amelio, Zoran N. Milivojevic
The paper presents a new script classification method for the discrimination of the South Slavic medieval labels. It consists in the textural analysis of the script types. In the f…
Classification of the Extremely Low Frequency Magnetic Field Radiation Measurement from the Laptop Computers
Darko Brodic, Alessia Amelio
The paper considers the level of the extremely low-frequency magnetic field, which is produced by laptop computers. The magnetic field, which is characterized by extremely low freq…
Mining and Analyzing the Italian Parliament: Party Structure and Evolution
A. Amelio, C. Pizzuti
The roll calls of the Italian Parliament in the XVI legislature are studied by employing multidimensional scaling, hierarchical clustering, and network analysis. In order to detect…
Analysis of the South Slavic Scripts by Run-Length Features of the Image Texture
Darko Brodic, Zoran N. Milivojevic, Alessia Amelio
The paper proposes an algorithm for the script recognition based on the texture characteristics. The image texture is achieved by coding each letter with the equivalent script type…