191 citations · 481 across the 11 of their papers we have counts for
11 papers
On some Foundational Aspects of Human-Centered Artificial Intelligence
Luciano Serafini, Raul Barbosa, Jasmin Grosinger +9
The burgeoning of AI has prompted recommendations that AI techniques should be "human-centered". However, there is no clear definition of what is meant by Human Centered Artificial…
A First Attempt to Cloud-Based User Verification in Distributed System
Marcin Wozniak, Dawid Polap, Grzegorz Borowik +1
In this paper, the idea of client verification in distributed systems is presented. The proposed solution presents a sample system where client verification through cloud resources…
Is swarm intelligence able to create mazes?
Dawid Polap, Marcin Wozniak, Christian Napoli +1
In this paper, the idea of applying Computational Intelligence in the process of creation board games, in particular mazes, is presented. For two different algorithms the proposed…
Simplified firefly algorithm for 2D image key-points search
Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana +3
In order to identify an object, human eyes firstly search the field of view for points or areas which have particular properties. These properties are used to recognise an image or…
An agent-driven semantical identifier using radial basis neural networks and reinforcement learning
Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
Due to the huge availability of documents in digital form, and the deception possibility raise bound to the essence of digital documents and the way they are spread, the authorship…
Improving files availability for BitTorrent using a diffusion model
Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
The BitTorrent mechanism effectively spreads file fragments by copying the rarest fragments first. We propose to apply a mathematical model for the diffusion of fragments on a P2P…
A hybrid neuro--wavelet predictor for QoS control and stability
Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
For distributed systems to properly react to peaks of requests, their adaptation activities would benefit from the estimation of the amount of requests. This paper proposes a solut…
A Cascade Neural Network Architecture investigating Surface Plasmon Polaritons propagation for thin metals in OpenMP
Francesco Bonanno, Giacomo Capizzi, Grazia Lo Sciuto +3
Surface plasmon polaritons (SPPs) confined along metal-dielectric interface have attracted a relevant interest in the area of ultracompact photonic circuits, photovoltaic devices a…
Using Modularity Metrics to assist Move Method Refactoring of Large System
Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana
For large software systems, refactoring activities can be a challenging task, since for keeping component complexity under control the overall architecture as well as many details…
Innovative Second-Generation Wavelets Construction With Recurrent Neural Networks for Solar Radiation Forecasting
Giacomo Capizzi, Christian Napoli, Francesco Bonanno
Solar radiation prediction is an important challenge for the electrical engineer because it is used to estimate the power developed by commercial photovoltaic modules. This paper d…
A radial basis function neural network based approach for the electrical characteristics estimation of a photovoltaic module
Francesco Bonanno, Giacomo Capizzi, Christian Napoli +2
The design process of photovoltaic (PV) modules can be greatly enhanced by using advanced and accurate models in order to predict accurately their electrical output behavior. The m…