[HTML][HTML] Data provenance in biomedical research: scoping review

M Johns, T Meurers, FN Wirth, AC Haber… - Journal of Medical …, 2023 - jmir.org
Background Data provenance refers to the origin, processing, and movement of data.
Reliable and precise knowledge about data provenance has great potential to improve …

Exploring the role of machine learning in scientific workflows: Opportunities and challenges

A Nouri, PE Davis, P Subedi, M Parashar - arXiv preprint arXiv …, 2021 - arxiv.org
In this survey, we discuss the challenges of executing scientific workflows as well as existing
Machine Learning (ML) techniques to alleviate those challenges. We provide the context …

VisTrails SAHM: visualization and workflow management for species habitat modeling

JT Morisette, CS Jarnevich, TR Holcombe… - …, 2013 - Wiley Online Library
The Software for Assisted Habitat Modeling (SAHM) has been created to both expedite
habitat modeling and help maintain a record of the various input data, pre‐and post …

Reproducibility using vistrails

J Freire, D Koop, F Chirigati… - Implementing …, 2018 - taylorfrancis.com
Science has long placed an emphasis on revisiting and reusing past results: reproducibility
is a core component of the scientific process. Testing and extending published results are …

W3P: Building an OPM based provenance model for the Web

A Freitas, T Knap, S O'Riain, E Curry - Future Generation Computer …, 2011 - Elsevier
The Web is evolving into a complex information space where the unprecedented volume of
documents and data will offer to the information consumer a level of information integration …

Traceability and provenance in big data medical systems

R McClatchey, J Shamdasani… - 2015 IEEE 28th …, 2015 - ieeexplore.ieee.org
Providing an appropriate level of accessibility to and tracking of data or process elements in
large volumes of medical data, is an essential requirement in the Big Data era. Researchers …

Forecasting construction project cost based on BP neural network

X Wang - 2018 10th International Conference on Measuring …, 2018 - ieeexplore.ieee.org
Cost prediction for the construct project relies on the overall development policy of the
project and the development of the related management system based on all related …

A folksonomy-based social recommendation system for scientific workflow reuse

A Mohan, M Ebrahimi, S Lu - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
In the past decade, scientific workflow systems have significantly improved scientists' ability
to structure scientific processes, use computational resources, and analyze their data more …

Neuroprov: provenance data visualisation for neuroimaging analyses

B Arshad, K Munir, R McClatchey, J Shamdasani… - Journal of Computer …, 2019 - Elsevier
Visualisation underpins the understanding of scientific data both through exploration and
explanation of analysed data. Provenance strengthens the understanding of data by …

Bio‐inspired cost‐aware optimization for data‐intensive service provision

L Wang, J Shen, J Luo - Concurrency and Computation …, 2015 - Wiley Online Library
Summary The use of Big Data and the development of cloud computing have led to greater
dependence on data‐intensive services. Each service may actually request or create a large …