Thus, the results of research in this area can be brought back to the original models, for instance, in the form of regularization techniques. Among other, I am planning to explore the possibility of integrating the time dimension as a new dimension into the model to improve its performance ...
(chip-seq), a binding site assay used for studying protein‒dna interactions in vivo, was used to analyze the abundance of transcriptional activity of molecular markers of enhancers across the genome and to identify active enhancer sites. then, the activity of the identified enhancers were analyz...
The evolution of Cloud Computing into a service utility, along with the pervasive adoption of the IoT paradigm, has promoted a significant growth in the need of computational and storage services. The traditional use of cloud services, focused on the consumption of one provider, is not valid any...
AM is formed by more than 80% of the vascular plants [1], indicating that this association provides a significant selective advantage over non-mycorrhizal plants. However, some plant taxa do not form AM, among them theBrassicaceaewith the best-characterized model plant speciesArabidopsis thaliana, ...
the direct pile-up of paired-end fragments from ATAC-seq represents both nucleosome-free and nucleosome-bound regions (Fig.3a). Open chromatin can be detected by piling up short fragments from NFRs or using a shift-extend approach, which tries to count the cutting events smoothed by the exten...
It has been demonstrated that the CNN model can effectively classify NFRs in both datasets, achieving an F-score ranging from 82% to 92%. A brief literature review of software requirements classification is presented in Table 1. Table 1. Brief literature review of software requirements ...
Methodology for the Calculation of Exhaust Emissions e SNAPs 070100-070500, NFRs 1A3bi-iv (EMEP/EEA Air Pollutant Emission Inventory Guidebook 2016—Update July. 2018). Available online: https://www.eea.europa.eu/publications/emep-eea-guidebook-2016/part-b-sectoral-guidance-chapters/1-energy/1-...
To overcome the weaknesses and the disadvantages of existing solutions, this study aimed to automate SR classification using DL models, along with ensemble methods, to form a complete model that conducted binary and multi-class classification for both FRs and NFRs. The ensemble method is used more...
Leguminous plants are able to form a root nodule symbiosis with nitrogen-fixing soil bacteria called rhizobia. This symbiotic association shows a high level of specificity. Beyond the specificity for the legume family, individual legume species/genotypes