[HTML][HTML] Machine Learning algorithm unveils glutamatergic alterations in the post-mortem schizophrenia brain

A De Rosa, A Fontana, T Nuzzo, M Garofalo, A Di Maio… - Schizophrenia, 2022 - nature.com
Schizophrenia is a disorder of synaptic plasticity and aberrant connectivity in which a major
dysfunction in glutamate synapse has been suggested. However, a multi-level approach …

[HTML][HTML] D-aspartate oxidase gene duplication induces social recognition memory deficit in mice and intellectual disabilities in humans

…, M Nunziato, S Migliarini, M Garofalo… - Translational …, 2022 - nature.com
The D-aspartate oxidase (DDO) gene encodes the enzyme responsible for the catabolism
of D-aspartate, an atypical amino acid enriched in the mammalian brain and acting as an …

GEval: a modular and extensible evaluation framework for graph embedding techniques

MA Pellegrino, A Altabba, M Garofalo… - The Semantic Web: 17th …, 2020 - Springer
While RDF data are graph shaped by nature, most traditional Machine Learning (ML)
algorithms expect data in a vector form. To transform graph elements to vectors, several graph …

[HTML][HTML] Analysis of mRNA and Protein Levels of CAP2, DLG1 and ADAM10 Genes in Post-Mortem Brain of Schizophrenia, Parkinson's and Alzheimer's Disease …

A Di Maio, A De Rosa, S Pelucchi, M Garofalo… - International Journal of …, 2022 - mdpi.com
Schizophrenia (SCZ) is a mental illness characterized by aberrant synaptic plasticity and
connectivity. A large bulk of evidence suggests genetic and functional links between …

Education meets knowledge graphs for the knowledge management

R De Donato, M Garofalo, D Malandrino… - … and Intelligent Systems …, 2021 - Springer
Data are a crucial source for informed decision making. However, their unrestrainable
growth requires approaches and tools to learn how to query and identify data of interest. The …

Leveraging knowledge graph embedding techniques for industry 4.0 use cases

M Garofalo, MA Pellegrino, A Altabba… - Cyber Defence in …, 2018 - books.google.com
Industry is evolving towards Industry 4.0, which holds the promise of increased flexibility in
manufacturing, better quality and improved productivity. A core actor of this growth is using …

[HTML][HTML] Abnormal RasGRP1 Expression in the Post-Mortem Brain and Blood Serum of Schizophrenia Patients

A De Rosa, A Di Maio, S Torretta, M Garofalo… - Biomolecules, 2022 - mdpi.com
Schizophrenia (SCZ) is a polygenic severe mental illness. Genome-wide association studies
(GWAS) have detected genomic variants associated with this psychiatric disorder and …

[HTML][HTML] Analytical determination of allergenic fragrances in indoor air

…, M Cerasa, P Avino, P Ceci, A Bacaloni, M Garofalo - Separations, 2022 - mdpi.com
Among all the emerging contaminants, fragrances are gaining more relevance for their proven
allergenic and, in some cases, endocrine-disrupting properties. To date, little information …

A first experiment on including text literals in KGloVe

M Cochez, M Garofalo, J Lenßen… - arXiv preprint arXiv …, 2018 - arxiv.org
Graph embedding models produce embedding vectors for entities and relations in Knowledge
Graphs, often without taking literal properties into account. We show an initial idea based …

A configurable evaluation framework for node embedding techniques

MA Pellegrino, M Cochez, M Garofalo… - The Semantic Web: ESWC …, 2019 - Springer
While Knowledge Graphs (KG) are graph shaped by nature, most traditional data mining
and machine learning (ML) software expect data in a vector form. Several node embedding …