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19952025
most citedScalable Training of Artificial Neural Networks with Adaptive Sparse Connectivity inspired by Network Science

534 citations

Showing 2020Show all

6 papers · 1 filter

cs.LG2020★ 306 cited

Smart Anomaly Detection in Sensor Systems: A Multi-Perspective Review

L. Erhan, M. Ndubuaku, M. Di Mauro +5

Anomaly detection is concerned with identifying data patterns that deviate remarkably from the expected behaviour. This is an important research problem, due to its broad set of ap…

physics.soc-ph2020★ 27 cited

The Role of Asymptomatic Individuals in the COVID-19 Pandemic via Complex Networks

Leonardo Stella, Alejandro Pinel Martínez, Dario Bauso +1

Recent seroprevalence studies have tried to estimate the real number of asymptomatic cases affected by COVID-19. It is of paramount importance to understand the impact of these inf…

cs.CV2020★ 122 cited

Polarimetric SAR Image Semantic Segmentation with 3D Discrete Wavelet Transform and Markov Random Field

Haixia Bi, Lin Xu, Xiangyong Cao +2

Polarimetric synthetic aperture radar (PolSAR) image segmentation is currently of great importance in image processing for remote sensing applications. However, it is a challenging…

q-bio.GN2020

Multiclass Disease Predictions Based on Integrated Clinical and Genomics Datasets

Moeez M. Subhani, Ashiq Anjum

Clinical predictions using clinical data by computational methods are common in bioinformatics. However, clinical predictions using information from genomics datasets as well is no…

cs.SI2020★ 92 cited

Disrupting Resilient Criminal Networks through Data Analysis: The case of Sicilian Mafia

Lucia Cavallaro, Annamaria Ficara, Pasquale De Meo +4

Compared to other types of social networks, criminal networks present hard challenges, due to their strong resilience to disruption, which poses severe hurdles to law-enforcement a…

cs.DC2020★ 2 cited

A Multi-layer hierarchical inter-cloud connectivity model for sequential packet inspection of tenant sessions accessing BI as a service

Hussain Al-Aqrabi, Lu Liu, Richard Hill +1

Business Intelligence (BI) has gained a new lease of life through Cloud computing as its demand for unlimited hardware and platform resources expandability is fulfilled by the Clou…