Published in Innovative Infrastructure Solutions
Low shear strengths in landfill clay cover barriers lead to the development of tensile cracks in the soil, thus decreasing the usefulness of the barrier to resist water inlet into the landfill system. As cracks begin to form, water infiltration increases, thus increasing the wastewater interaction, leading to the development of the excess amount of...
Published in Journal of Neurodevelopmental Disorders
BackgroundPhelan-McDermid syndrome (PMS) is a genetic condition characterized by intellectual disability, speech and language deficits, hypotonia, autism spectrum disorder, and epilepsy. PMS is caused by 22q13.33 deletions or mutations affecting SHANK3, which codes for a critical scaffolding protein in excitatory synapses. SHANK3 variants are also ...
Published in Journal of Medical Systems
Electrohysterogram (EHG) signal is the signal related to action potentials propagating through smooth muscle cells of the uterus (myometrium) to the abdomen of pregnant women which is also known as uterine contraction signal. Cardiotocography (CTG) is the most common method used for monitoring fetal heart rate (FHR) and uterine contractions during ...
Published in Carbonates and Evaporites
The present study focuses on the presence of gypsiferous foraminiferal packstone (GFP) facies which defines the top of the Lutetian aged Harudi Formation and separates it from the overlying Bartonian aged Fulra Limestone Formation. This facies has been reported from Harudi and Lakhpat areas of Kachchh District and may serve as a regressive stratigr...
Předmětem diplomové práce je analýza portfolia zákazníku v byznys segmentu telekomunikačního trhu. První část je teoretická a popisuje statistickou analýzu vícerozměrných dat, obsahuje i zásady marketingu při analýze zákazníků. Druhá část je analytická, v ní se provádí shluková a korelační analýzy, posouzení jejích výstupu a doporučení pro manageme...
The resilience of the Air Traffic Management (ATM) system to disturbances is required to maintain high operation performance. Before it can be improved, the resilience of the ATM system must be quantified. The measurement of resilience requires knowledge of a system reference state. This thesis proposes a novel methodology to detect disruptions wit...
Published in Solar Physics
Regression analysis and neural network training procedures are used to study the relationship between sunspot number (SSN) and solar flux at 10.7 cm (F10.7). Measurements of SSN and F10.7 for the periods from December 1963 to January 2019 (including the periods from Solar Cycles 20 to 24) were used. The value of correlation coefficient between SSN ...
Published in BMC Genomics
BackgroundTo infer gene regulatory networks (GRNs) from gene-expression data is still a fundamental and challenging problem in systems biology. Several existing algorithms formulate GRNs inference as a regression problem and obtain the network with an ensemble strategy. Recent studies on data driven dynamic network construction provide us a new per...
Published in Molecular Autism
Phelan-McDermid syndrome (PMS) is caused by haploinsufficiency of the SHANK3 gene on chromosome 22q13.33 and is characterized by intellectual disability, hypotonia, severe speech impairments, and autism spectrum disorder. Emerging evidence indicates that there are changes over time in the phenotype observed in individuals with PMS, including severe...
Published in SN Applied Sciences
In this paper we propose an innovative machine learning approach to the hydraulic motor load balancing problem involving intelligent optimisation and neural networks. Two different nonlinear artificial neural network approaches are investigated, and their accuracy is compared to that of a linearised analytical model. The first neural network approa...
