Scientists' data reuse behaviors: A multilevel analysis
Sign Up to like & getrecommendations! Published in 2017 at "Journal of the Association for Information Science and Technology"
DOI: 10.1002/asi.23892
Abstract: This study explores the factors that influence the data reuse behaviors of scientists and identifies the generalized patterns that occur in data reuse across various disciplines. This research employed an integrated theoretical framework combining institutional… read more here.
Keywords: reuse; data reuse; multilevel analysis; theory ... See more keywords
Validation of a survey for measuring scientists' attitudes toward data reuse
Sign Up to like & getrecommendations! Published in 2021 at "Journal of the Association for Information Science and Technology"
DOI: 10.1002/asi.24412
Abstract: This study investigated the validity of a survey measuring scientists' attitudes toward data reuse. Rasch analysis was used to examine the psychometric properties of the survey. Structural equation modeling was subsequently used to examine the… read more here.
Keywords: data reuse; survey measuring; survey; measuring scientists ... See more keywords
How do properties of data, their curation, and their funding relate to reuse?
Sign Up to like & getrecommendations! Published in 2022 at "Journal of the Association for Information Science and Technology"
DOI: 10.1002/asi.24646
Abstract: Despite large public investments in facilitating the secondary use of data, there is little information about the specific factors that predict data's reuse. Using data download logs from the Inter‐university Consortium for Political and Social… read more here.
Keywords: reuse; data reuse; curation; data curation ... See more keywords
Parasitic Knowledge Infrastructures: Data Reuse by Anthropogenic Climate Change Skeptics
Sign Up to like & getrecommendations! Published in 2022 at "Proceedings of the Association for Information Science and Technology"
DOI: 10.1002/pra2.743
Abstract: Stakeholders from academia, industry, funding agencies, and scholarly publishing are increasingly investing in open data partially in the hope that it will democratize science and promote more diverse data reuse. However, fewer studies examine how… read more here.
Keywords: climate change; data reuse; anthropogenic climate; open data ... See more keywords
Data-Reuse Recursive Least-Squares Algorithms
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2022.3153207
Abstract: There are different strategies to improve the overall performance of the recursive least-squares (RLS) adaptive filter. In this letter, we focus on the data-reuse approach, aiming to improve the convergence rate/tracking of the algorithm by… read more here.
Keywords: squares algorithms; data reuse; reuse recursive; least squares ... See more keywords
DyNNamic: Dynamically Reshaping, High Data-Reuse Accelerator for Compact DNNs
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Computers"
DOI: 10.1109/tc.2022.3184272
Abstract: Convolutional layers dominate the computation and energy costs of Deep Neural Network (DNN) inference. Recent algorithmic works attempt to reduce these bottlenecks via compact DNN structures and model compression. Likewise, state-of-the-art accelerator designs leverage spatiotemporal… read more here.
Keywords: mml mml; mml; data reuse; accelerator ... See more keywords
Exploiting Uncorrectable Data Reuse for Performance Improvement of Flash Memory
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"
DOI: 10.1109/tcad.2021.3100310
Abstract: With the increased density and the technology scaling, flash memory is more vulnerable to noise effects, overwhelmingly lowering the data retention time. The periodic data refresh technique is commonly used to retain the long-term data… read more here.
Keywords: flash memory; data reuse; uncorrectable data; improvement flash ... See more keywords
Seeing oneself as a data reuser: How subjectification activates the drivers of data reuse in science
Sign Up to like & getrecommendations! Published in 2022 at "PLoS ONE"
DOI: 10.1371/journal.pone.0272153
Abstract: Considerable resources are being invested in strategies to facilitate the sharing of data across domains, with the aim of addressing inefficiencies and biases in scientific research and unlocking potential for science-based innovation. Still, we know… read more here.
Keywords: science; seeing oneself; data reuse; subjectification ... See more keywords
Data Management for Health Data Reuse: Proposal of a Standard Workflow and a R Tutorial with Jupyter Notebook.
Sign Up to like & getrecommendations! Published in 2022 at "Studies in health technology and informatics"
DOI: 10.3233/shti220912
Abstract: The data collected in the clinical registries or by data reuse require some modifications in order to suit the research needs. Several common operations are frequently applied to select relevant patients across the cohort, combine… read more here.
Keywords: data management; data reuse; standard workflow; health data ... See more keywords
A Variable Step Size Normalized Least-Mean-Square Algorithm Based on Data Reuse
Sign Up to like & getrecommendations! Published in 2022 at "Algorithms"
DOI: 10.3390/a15040111
Abstract: The principal issue in acoustic echo cancellation (AEC) is to estimate the impulse response between the loudspeaker and microphone of a hands-free communication device. This application can be addressed as a system identification problem, which… read more here.
Keywords: step; step size; data reuse; algorithm ... See more keywords