Výsledky vyhledávání - "Valerio Morfino"

SP-BRAIN: scalable and reliable implementations of a supervised relevance-based machine learning algorithm

Autor: Emanuel Weitschek, Valerio Morfino, Salvatore Rampone

Publikováno v: Soft Computing. 24:7417-7434

In this work, new implementations of the U-BRAIN (Uncertainty-managing Bach Relevance-Based Artificial Intelligence) supervised machine learning algorithm are described. The implementations, referred as SP-BRAIN (SP stands for Spark), aim to efficien

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::749c60d55ff684bf49214df0535016c1
https://doi.org/10.1007/s00500-019-04366-9

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Towards Near-Real-Time Intrusion Detection for IoT Devices using Supervised Learning and Apache Spark

Autor: Salvatore Rampone, Valerio Morfino

Publikováno v: Electronics, Vol 9, Iss 3, p 444 (2020)
Electronics
Volume 9
Issue 3

In the fields of Internet of Things (IoT) infrastructures, attack and anomaly detection are rising concerns. With the increased use of IoT infrastructure in every domain, threats and attacks in these infrastructures are also growing proportionally. I

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::57afa70508c4626a80534086513d6736
https://www.mdpi.com/2079-9292/9/3/444

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Machine learning identifies a strong association between warming and reduced primary productivity in an oligotrophic ocean gyre

Autor: Valerio Morfino, Michael W. Lomas, Luca Russo, Salvatore Rampone, Nadia Sanseverino, Luigi Maria Cusano, Domenico D'Alelio, James E. Cloern

Publikováno v: Scientific Reports
Scientific Reports, Vol 10, Iss 1, Pp 1-12 (2020)

Phytoplankton play key roles in the oceans by regulating global biogeochemical cycles and production in marine food webs. Global warming is thought to affect phytoplankton production both directly, by impacting their photosynthetic metabolism, and in

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::aa9b1155a77958cbef02a9c724589f36
https://pubmed.ncbi.nlm.nih.gov/32098970

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A Comparison of Apache Spark Supervised Machine Learning Algorithms for DNA Splicing Site Prediction

Autor: Salvatore Rampone, Emanuel Weitschek, Valerio Morfino

Publikováno v: Neural Approaches to Dynamics of Signal Exchanges ISBN: 9789811389498
Neural Approaches to Dynamics of Signal Exchanges

Thanks to next-generation sequencing techniques, a very big amount of genomic data are available. Therefore, in the last years, biomedical databases are growing more and more. Analyzing this big amount of data with bioinformatics and big data techniq

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ca7c0142c89069b529536ed9c4cd448f
https://doi.org/10.1007/978-981-13-8950-4_13

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EVALUATION OF GREENHOUSE GAS EMISSIONS OF E-COMMERCE

Autor: Salvatore Rampone, Valerio Morfino, Alessandro Perrella

Publikováno v: Global Sustainability Inside and Outside the Territory.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::6d3915116820bdeb253d334b4c159682
https://doi.org/10.1142/9789814651325_0006

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WTC (WE TAKE CARE) EXPERIMENTAL SMARTPHONE APP TO FOLLOW-UP AND TAKE CARE OF PATIENTS WITH CHRONIC INFECTIOUS DISEASE: WHICH IMPACT ON PATIENTS LIFE STYLE?

Autor: Alessandro Perrella, Valerio Morfino

Publikováno v: Global Sustainability Inside and Outside the Territory.

People may experience in their life several types of stressful events that may influence social life. Chronic disease represents a further stress that ay influence not only social life but may also have impact on disease evolution too. Infectious dis

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::98405ee5d506b8aed66825120d0ed58e
https://doi.org/10.1142/9789814651325_0009

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