A Proposed Framework to Identify Dispensable and Essential Functions in Bifidobacteria: Case Study of Bifidobacterium breve UCC2003 as a Prototype of Its Genus.
Sign Up to like & getrecommendations! Published in 2022 at "Methods in molecular biology"
DOI: 10.1007/978-1-0716-1720-5_15
Abstract: Functional genomics of bacteria commonly aims at establishing genotype-phenotype links in microorganisms of industrial, technological and biomedical relevance. In this regard, random transposon mutagenesis coupled to high-throughput next-generation sequencing approaches, termed transposon-insertion sequencing (TIS), has… read more here.
Keywords: identify dispensable; dispensable essential; bifidobacterium; framework identify ... See more keywords
Usage of autoencoders and Siamese networks for online handwritten signature verification
Sign Up to like & getrecommendations! Published in 2018 at "Neural Computing and Applications"
DOI: 10.1007/s00521-018-3844-z
Abstract: In this paper, we propose a novel writer-independent global feature extraction framework for the task of automatic signature verification which aims to make robust systems for automatically distinguishing negative and positive samples. Our method consists… read more here.
Keywords: framework; usage autoencoders; signature verification; proposed framework ... See more keywords
Learning framework of multimodal Gaussian-Bernoulli RBM handling real-value input data
Sign Up to like & getrecommendations! Published in 2018 at "Neurocomputing"
DOI: 10.1016/j.neucom.2017.10.018
Abstract: Abstract The conventional Gaussian–Bernoulli restricted Boltzmann machine (GBRBM), which is a RBM model for processing real-valued data, presumes single Gaussian distribution for learning real numbers. However, a single distribution is not able to effectively reflect… read more here.
Keywords: framework; gaussian bernoulli; rbm; proposed framework ... See more keywords
Back to basics for curricular development: A proposed framework for thinking about how interprofessional learning occurs.
Sign Up to like & getrecommendations! Published in 2021 at "Journal of interprofessional care"
DOI: 10.1080/13561820.2021.1897002
Abstract: The persistent difficulty of defining the mechanisms of interprofessional learning that can lead to collaborative behavior poses a challenge to evidence-based curricular design. To begin the process of building a framework for curricular development we… read more here.
Keywords: framework; interprofessional learning; curricular development; proposed framework ... See more keywords
Computer-assisted framework for machine-learning–based delineation of GTV regions on datasets of planning CT and PET/CT images
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Radiation Research"
DOI: 10.1093/jrr/rrw082
Abstract: We have proposed a computer-assisted framework for machine-learning–based delineation of gross tumor volumes (GTVs) following an optimum contour selection (OCS) method. The key idea of the proposed framework was to feed image features around GTV… read more here.
Keywords: framework; machine learning; gtv regions; proposed framework ... See more keywords
Interpretable Conservation Law Estimation by Deriving the Symmetries of Dynamics from Trained Deep Neural Networks
Sign Up to like & getrecommendations! Published in 2021 at "Physical review. E"
DOI: 10.1103/physreve.103.033303
Abstract: Understanding complex systems with their reduced model is one of the central roles in scientific activities. Although physics has greatly been developed with the physical insights of physicists, it is sometimes challenging to build a… read more here.
Keywords: conservation law; deep neural; conservation; proposed framework ... See more keywords
BrIM and UAS for bridge inspections and management
Sign Up to like & getrecommendations! Published in 2019 at "Engineering, Construction and Architectural Management"
DOI: 10.1108/ecam-12-2018-0556
Abstract: The purpose of this paper is to develop a novel and systematic framework for bridge inspection and management to improve the efficiency in current practice.,A new framework that implements camera-based unmanned aerial systems (UASs) with… read more here.
Keywords: bridge inspection; framework; bridge; management ... See more keywords
Exploiting Ontology Recommendation Using Text Categorization Approach
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2020.3047364
Abstract: Semantic Web is considered as the backbone of web 3.0 and ontologies are an integral part of the Semantic Web. Though an increase of ontologies in different domains is reported due to various benefits which… read more here.
Keywords: ontology recommendation; text categorization; ontology; proposed framework ... See more keywords
Leveraging Blockchain to Enhance Digital Transformation in Small and Medium Enterprises: Challenges and a Proposed Framework
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3405409
Abstract: This paper presents a Blockchain-based framework for providing Blockchain services for purposes of stability in terms of consensus protocol infrastructure and governance mechanisms and accessible auxiliary services suitable for the vast majority of current business… read more here.
Keywords: proposed framework; framework; medium enterprises; digital transformation ... See more keywords
Security Risk and Breach Detection Approach Based Blockchain for Medical Applications
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Access"
DOI: 10.1109/access.2024.3487217
Abstract: Several cloud-based applications are used for digital healthcare data allocation, but such an approach relies on third-party software such as the cloud. Existing models mainly utilize blockchain as a data storage tool rather than a… read more here.
Keywords: proposed framework; access; security; certificate authority ... See more keywords
EnDL-HemoLyt: Ensemble Deep Learning-based Tool for Identifying Therapeutic Peptides with Low Hemolytic Activity.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE journal of biomedical and health informatics"
DOI: 10.1109/jbhi.2023.3264941
Abstract: Low hemolytic therapeutic peptides have gained an edge over small molecule-based medicines. However, finding low hemolytic peptides in laboratory is time-consuming, costly and necessitates the use of mammalian red blood cells. Therefore, wet-lab researchers often… read more here.
Keywords: therapeutic peptides; low hemolytic; proposed framework; learning ... See more keywords