A subjectivity classification framework for sports articles using improved cortical algorithms
Sign Up to like & getrecommendations! Published in 2018 at "Neural Computing and Applications"
DOI: 10.1007/s00521-018-3549-3
Abstract: AbstractThe enormous number of articles published daily on the Internet, by a diverse array of authors, often offers misleading or unwanted information, rendering activities such as sports betting riskier. As a result, extracting meaningful and… read more here.
Keywords: framework; classification framework; subjectivity classification; sports articles ... See more keywords
Validation of prognostic significance of the proposed uniform classification framework in neuroendocrine neoplasms of the breast
Sign Up to like & getrecommendations! Published in 2021 at "Breast Cancer Research and Treatment"
DOI: 10.1007/s10549-021-06099-6
Abstract: A uniform classification framework for neuroendocrine neoplasms (NENs) in all the organ systems has been recently proposed by an International Agency for Research on Cancer (IARC) and World Health Organization (WHO) expert panel. Based on… read more here.
Keywords: classification; breast; uniform classification; framework neuroendocrine ... See more keywords
A classification framework for prediction of breast density using an ensemble of neural network classifiers
Sign Up to like & getrecommendations! Published in 2017 at "Biocybernetics and Biomedical Engineering"
DOI: 10.1016/j.bbe.2017.01.001
Abstract: Abstract The present work proposes a classification framework for the prediction of breast density using an ensemble of neural network classifiers. Expert radiologists, visualize the textural characteristics of center region of a breast to distinguish… read more here.
Keywords: classification framework; breast density;
A modular cGAN classification framework: Application to colorectal tumor detection
Sign Up to like & getrecommendations! Published in 2019 at "Scientific Reports"
DOI: 10.1038/s41598-019-55257-w
Abstract: Automatic identification of tissue structures in the analysis of digital tissue biopsies remains an ongoing problem in digital pathology. Common barriers include lack of reliable ground truth due to inter- and intra- reader variability, class… read more here.
Keywords: framework; application; cgan classification; modular cgan ... See more keywords
LDER: A classification framework based on ERP enhancement in RSVP task.
Sign Up to like & getrecommendations! Published in 2023 at "Journal of neural engineering"
DOI: 10.1088/1741-2552/acd95d
Abstract: Objective. Rapid serial visual presentation (RSVP) based on electroencephalography (EEG) has been widely used in the target detection field, which distinguishes target and non-target by detecting event-related potential (ERP) components. However, the classification performance of… read more here.
Keywords: rsvp; rsvp task; framework; classification framework ... See more keywords
Multiclass Classification Framework of Motor Imagery EEG by Riemannian Geometry Networks
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2024.3496757
Abstract: In motor imagery (MI) tasks for brain computer interfaces (BCIs), the spatial covariance matrix (SCM) of electroencephalogram (EEG) signals plays a critical role in accurate classification. Given that SCMs are symmetric positive definite (SPD), Riemannian… read more here.
Keywords: classification; riemannian geometry; motor imagery; multiclass classification ... See more keywords
MetaCluster: A Universal Interpretable Classification Framework for Cybersecurity
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2024.3372808
Abstract: Rising cyber threats have created an immediate demand for Deep Learning (DL) in cybersecurity. Nevertheless, the opaque nature of DL models poses challenges in deploying, collaborating, and assessing their effectiveness in less reliable cybersecurity environments.… read more here.
Keywords: classification; metacluster; interpretable classification; classification framework ... See more keywords
DSCSSA: A Classification Framework for Spatiotemporal Features Extraction of Arrhythmia Based on the Seq2Seq Model With Attention Mechanism
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2022.3194906
Abstract: In the field of arrhythmia classification, classification accuracy has always been a research hotspot. However, the noises of electrocardiogram (ECG) signals, the class imbalance of ECG data, and the complexity of spatiotemporal features of ECG… read more here.
Keywords: spatiotemporal features; attention mechanism; classification; model attention ... See more keywords
Piloting a classification framework for the types of evidence used in alcohol policymaking.
Sign Up to like & getrecommendations! Published in 2023 at "Drug and alcohol review"
DOI: 10.1111/dar.13599
Abstract: INTRODUCTION Most studies of alcohol policy have focussed on the role of industry. However, little is known about the evidence base used in alcohol policymaking or policymakers' actions in the field. Here, we mapped the… read more here.
Keywords: classification; evidence; classification framework; alcohol ... See more keywords
A classification framework for exploiting sparse multi-variate temporal features with application to adverse drug event detection in medical records
Sign Up to like & getrecommendations! Published in 2019 at "BMC Medical Informatics and Decision Making"
DOI: 10.1186/s12911-018-0717-4
Abstract: BackgroundAdverse drug events (ADEs) as well as other preventable adverse events in the hospital setting incur a yearly monetary cost of approximately $3.5 billion, in the United States alone. Therefore, it is of paramount importance… read more here.
Keywords: temporal features; framework; multi variate; classification framework ... See more keywords
Phage family classification under Caudoviricetes: A review of current tools using the latest ICTV classification framework
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Microbiology"
DOI: 10.3389/fmicb.2022.1032186
Abstract: Bacteriophages, which are viruses infecting bacteria, are the most ubiquitous and diverse entities in the biosphere. There is accumulating evidence revealing their important roles in shaping the structure of various microbiomes. Thanks to (viral) metagenomic… read more here.
Keywords: family; classification; family classification; classification framework ... See more keywords