Conceptual data sampling for breast cancer histology image classification
Sign Up to like & getrecommendations! Published in 2017 at "Computers in biology and medicine"
DOI: 10.1016/j.compbiomed.2017.07.018
Abstract: Data analytics have become increasingly complicated as the amount of data has increased. One technique that is used to enable data analytics in large datasets is data sampling, in which a portion of the data… read more here.
Keywords: technique; data sampling; cancer histology; breast cancer ... See more keywords
Mixed data sampling expectile regression with applications to measuring financial risk
Sign Up to like & getrecommendations! Published in 2020 at "Economic Modelling"
DOI: 10.1016/j.econmod.2020.06.018
Abstract: Abstract To avoid information loss or measurement error in traditional methods dealing with mixed frequency data, we develop a novel mixed data sampling expectile regression (MIDAS-ER) model to measure financial risk. We construct the MIDAS-ER… read more here.
Keywords: data sampling; risk; mixed data; expectile regression ... See more keywords
Benchmarks in antimicrobial peptide prediction are biased due to the selection of negative data
Sign Up to like & getrecommendations! Published in 2022 at "Briefings in Bioinformatics"
DOI: 10.1093/bib/bbac343
Abstract: Abstract Antimicrobial peptides (AMPs) are a heterogeneous group of short polypeptides that target not only microorganisms but also viruses and cancer cells. Due to their lower selection for resistance compared with traditional antibiotics, AMPs have… read more here.
Keywords: amp prediction; prediction; model; data sampling ... See more keywords
Agreement between continuous noninvasive finger cuff-derived and invasive arterial blood pressure measurements: Effect of data sampling and data processing
Sign Up to like & getrecommendations! Published in 2021 at "European Journal of Anaesthesiology"
DOI: 10.1097/eja.0000000000001469
Abstract: Supplemental Digital Content is available in the text BACKGROUND The effect of different methods for data sampling and data processing on the results of comparative statistical analyses in method comparison studies of continuous arterial blood… read more here.
Keywords: data sampling; agreement; sampling data; effect ... See more keywords
Event-Triggered Consensus of General Linear Multiagent Systems With Data Sampling and Random Packet Losses
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2019.2896772
Abstract: This paper investigates the event-triggered consensus of linear multiagent systems with periodic data sampling mechanisms, where random packet losses are taken into account. The random packet losses occur in communication links based on a certain… read more here.
Keywords: event triggered; consensus; data sampling; packet losses ... See more keywords
Data Sampling in Multi-view and Multi-class Scatterplots via Set Cover Optimization
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2019.2934799
Abstract: We present a method for data sampling in scatterplots by jointly optimizing point selection for different views or classes. Our method uses space-filling curves (Z-order curves) that partition a point set into subsets that, when… read more here.
Keywords: data sampling; point set; class; point ... See more keywords
Ecosphere Management Model of Farmer Cooperatives Based on Intelligent Data Sampling Technology
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/1549275
Abstract: In order to improve the operation effect of farmer cooperatives, this paper combines the intelligent data sampling technology to analyze the ecological circle operation mode of farmer cooperatives. Moreover, this paper strives to promote the… read more here.
Keywords: data sampling; intelligent data; farmer cooperatives; sampling technology ... See more keywords
Photoacoustic maximum amplitude projection microscopy by ultra-low data sampling.
Sign Up to like & getrecommendations! Published in 2023 at "Optics letters"
DOI: 10.1364/ol.485628
Abstract: Photoacoustic microscopy (PAM) has attracted increasing research interest in the biomedical field due to its unique merit of combining light and sound. In general, the bandwidth of a photoacoustic signal reaches up to tens or… read more here.
Keywords: ultra low; photoacoustic maximum; microscopy; maximum amplitude ... See more keywords
The Impact of Data Re-Sampling on Learning Performance of Class Imbalanced Bankruptcy Prediction Models
Sign Up to like & getrecommendations! Published in 2018 at "International Journal on Electrical Engineering and Informatics"
DOI: 10.15676/ijeei.2018.10.3.2
Abstract: The aim of this paper is to evaluate the effect of data sampling techniques on the performance of learners using real highly imbalanced Spanish bankruptcy dataset. The class imbalance problem refers to the highly uneven… read more here.
Keywords: data sampling; class; bankruptcy; prediction models ... See more keywords
Data Sampling Schemes for Microstructure Design with Vibrational Tuning Constraints
Sign Up to like & getrecommendations! Published in 2018 at "AIAA Journal"
DOI: 10.2514/1.j056170
Abstract: Microstructures significantly impact the performance of sensitively engineered components, such as wireless impact detectors used in military vehicles or sensors used in aircrafts. These components... read more here.
Keywords: data sampling; design vibrational; microstructure design; schemes microstructure ... See more keywords