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PUNTOnet: Innovative Prototype of Urban Trash Containers Improving Waste Sorting and Widening the Services Offered to the City

In order to meet European objectives in the field of urban waste collection, dustbins need to achieve a greater intelligence to recognize users and measure their garbage. The ongoing changes in waste collection are transforming ordinary garbage bins into innovative urban interface with huge potential, especially due to the capillary diffusion of waste disposal in the built environment. This paper presents a research, commissioned by one of the leading Italian multi-utility operating in en...

THE HYBRID WORKSPACES IN THE “NEW NORMAL”

The pandemic emergency started in the 2020th made the Smart working an immediately necessity and it has accelerated his claim, forcing people to work from home. It will keep going even after for sure, so there is the need to develop a new concept of workspace to share with safety and freedom. This changing is also destined to have an impact on emissions that cannot be overlooked. Lots of people still working from home and in the future this number will multiply as this new vision facilitates ...

Time-varying Echo State Networks: Harnessing Dynamic Parameters for Robust Time-Series Analysis

This work presents a novel variant of Echo State Network (ESN) known as Time-Varying Echo State Network (TV-ESN) and conducts a comprehensive comparative analysis with the standard ESN model. TV-ESN introduces dynamic variations in the leaking rate (a) and spectral radius (rho) over time, offering adaptability to diverse temporal patterns. The evaluation is performed on benchmark datasets, including the Mackey Glass system and actual electricity demand in the Spanish Electricity Market. Resul...

Ovine Paratuberculosis: intra-herd incidence study and assessment of commercial (ID.VET, France) indirect milk ELISA test performance in dairy sheep

Ovine paratuberculosis is chronic disease affecting domestic and wild ruminants caused by Mycobacterium avium subsp. paratuberculosis (MAP). The infection causes significant economic losses worldwide and was associated to several human diseases as well. Until now, no confirmatory MAP screening technique revealing the disease stages in infected animals has been developed. This is mainly due to the lack of an efficient gold-standard method that can properly evaluate the performance of diagnost...

A Choreography-Driven Approach for Blockchain-Based IoT Applications

The engineering of Internet of Things applications always requires more and more devices to be connected and collaborate in a secure and trusted environment. However, this is not always possible unless considering the adoption of alternative technologies such as blockchain. For this reason, the development of blockchain-based IoT applications is gaining even more interest both in industry and academia. Nevertheless, the combination between IoT and blockchain is perceived as a time and resourc...

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