Paolo Lo Giudice

Paolo Lo Giudice
Mediterranean University of Reggio Calabria | UNIRC · Department of Information Engineering, Infrastructure and Sustainable Energy

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22
Publications
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108
Citations

Publications

Publications (22)
Preprint
Full-text available
The knowledge of interschema properties (e.g., synonymies, homonymies, hyponymies, sub-schema similarities) plays a key role for allowing decision making in sources characterized by disparate formats. In the past, a wide amount and variety of approaches to derive interschema properties from structured and semi-structured data have been proposed. Ho...
Article
The knowledge of interschema properties (e.g., synonymies, homonymies, hyponymies and subschema similarities) plays a key role for allowing decision-making in sources characterized by disparate formats. In the past, wide amount and variety of approaches to derive interschema properties from structured and semi-structured data have been proposed. Ho...
Article
Full-text available
In the last years, data lakes are emerging as an effective and an efficient support for information and knowledge extraction from a huge amount of highly heterogeneous and quickly changing data sources. Data lake management requires the definition of new techniques, very different from the ones adopted for data warehouses in the past. In this scena...
Article
In this paper, we propose a network analysis–based approach to help experts in their analyses of subjects with mild cognitive impairment (hereafter, MCI) and Alzheimer’s disease (hereafter, AD) and to investigate the evolution of these subjects over time. The inputs of our approach are the electroencephalograms (hereafter, EEGs) of the patients to...
Article
Full-text available
In the last years, several attempts to combine the Internet of Things (IoT) and social networking have been made. In the meantime, things involved in IoT are becoming increasingly sophisticated and intelligent, showing a behavior that tends to look like the one of users in social networks. Therefore, it is not out of place to talk about profiles of...
Article
Purpose The development of innovations in all the research and development (R&D) fields is leading to a huge increase of patent data. Therefore, it is reasonable to foresee that, in the next future, Big Data-centered techniques will be compulsory to fully exploit the potential of this kind of data. In this context, network analysis-based approache...
Chapter
Full-text available
Sensor network analysis has become a challenging task. The detection of sensor anomalies is one of the most prominent topics in this research area. In the past, researchers mainly focused on the detection and analysis of single-sensor anomalies. In this paper, we shift the focus from a local approach, aimed to detect anomalies on single sensors, to...
Article
In this paper, we present a new network-based approach to help experts investigate neurological disorders in which the connections among brain areas play a key role. Our approach receives the EEG of a patient and associates a network with it, with nodes that represent electrodes and with edges that denote the disconnection degree of the correspondi...
Preprint
Full-text available
Patents have been largely investigated in the past. The impressive development of innovations in all the R&D fields is making the adoption of big data centered-techniques compulsory for their analysis. In this context, network analysis-based approaches are extremely promising. Centrality is one of the most investigated issues in network analysis an...
Conference Paper
In the big data era, the number, the volume and the variety of available data sources are dramatically increasing. This becomes a great issue to address in all the research fields. Personalized medicine does not escape this trend. However, as generally happens, what is a problem, if solved, can become an opportunity. As a consequence, if we were ab...
Article
Creutzfeldt–Jacob disease (CJD) is a rapidly progressive, uniformly fatal transmissible spongiform encephalopathy. Sporadic CJD (sCJD) is the most common form of CJD. Electroencephalography (EEG) is one of the main methods to perform clinical diagnosis of CJD, mainly because of periodic sharp wave complexes (PSWCs). In this paper, we propose a netw...
Article
Full-text available
In this paper, we propose a new network-based model to uniformly represent the structured, semi-structured and unstructured sources of a data lake, which is one of the newest and most successful architectures proposed for managing big data. Then, we present a new approach to, at least partially, “structuring” unstructured sources. Finally, with the...
Article
Full-text available
The Internet of Things (IoT) is currently considered the new frontier of the Internet, and a lot of research results about this topic can be found in the literature. One of the most effective ways to investigate and implement IoT is based on the use of the social network paradigm: Social Internet of Things (SIoT) is an excellent attempt in this dir...
Chapter
Full-text available
Metadata have always played a key role in favoring the cooperation of heterogeneous data sources. This role has become much more crucial with the advent of data lakes, in which case metadata represent the only possibility to guarantee an effective and efficient management of data source interoperability. For this reason, the necessity to define new...
Conference Paper
Full-text available
The Internet of Things (IoT) is currently considered the new frontier of the Internet. One of the most effective ways to investigate and implement IoT is based on the use of the social network paradigm. In the last years, social network researchers have introduced new models capable of capturing the growing complexity of this scenario. One of the m...
Preprint
Full-text available
In the big data era, the number, the volume and the variety of available data sources are dramatically increasing. This becomes a great issue to address in all the research fields. Personalized medicine does not escape this trend. However, as generally happens, what is a problem, if solved, can become an opportunity. As a consequence, if we were ab...

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