Web service composition: a survey of techniques and tools

AL Lemos, F Daniel, B Benatallah - ACM Computing Surveys (CSUR), 2015‏ - dl.acm.org
Web services are a consolidated reality of the modern Web with tremendous, increasing
impact on everyday computing tasks. They turned the Web into the largest, most accepted …

Workflows and e-Science: An overview of workflow system features and capabilities

E Deelman, D Gannon, M Shields, I Taylor - Future generation computer …, 2009‏ - Elsevier
Scientific workflow systems have become a necessary tool for many applications, enabling
the composition and execution of complex analysis on distributed resources. Today there …

Visualization of very large high-dimensional data sets as minimum spanning trees

D Probst, JL Reymond - Journal of Cheminformatics, 2020‏ - Springer
The chemical sciences are producing an unprecedented amount of large, high-dimensional
data sets containing chemical structures and associated properties. However, there are …

Visualizing dataflow graphs of deep learning models in tensorflow

K Wongsuphasawat, D Smilkov… - IEEE transactions on …, 2017‏ - ieeexplore.ieee.org
We present a design study of the TensorFlow Graph Visualizer, part of the TensorFlow
machine intelligence platform. This tool helps users understand complex machine learning …

A survey on provenance: What for? What form? What from?

M Herschel, R Diestelkämper, H Ben Lahmar - The VLDB Journal, 2017‏ - Springer
Provenance refers to any information describing the production process of an end product,
which can be anything from a piece of digital data to a physical object. While this survey …

Visualizing high-dimensional data: Advances in the past decade

S Liu, D Maljovec, B Wang, PT Bremer… - IEEE transactions on …, 2016‏ - ieeexplore.ieee.org
Massive simulations and arrays of sensing devices, in combination with increasing
computing resources, have generated large, complex, high-dimensional datasets used to …

[HTML][HTML] Nipype: a flexible, lightweight and extensible neuroimaging data processing framework in python

K Gorgolewski, CD Burns, C Madison… - Frontiers in …, 2011‏ - frontiersin.org
Current neuroimaging software offer users an incredible opportunity to analyze their data in
different ways, with different underlying assumptions. Several sophisticated software …

[كتاب][B] Reproducibility and replicability in science

National Academies of Sciences, Policy, Global Affairs… - 2019‏ - books.google.com
One of the pathways by which the scientific community confirms the validity of a new
scientific discovery is by repeating the research that produced it. When a scientific effort fails …

Nodoze: Combatting threat alert fatigue with automated provenance triage

WU Hassan, S Guo, D Li, Z Chen, K Jee, Z Li… - network and distributed …, 2019‏ - par.nsf.gov
Large enterprises are increasingly relying on threat detection softwares (eg, Intrusion
Detection Systems) to allow them to spot suspicious activities. These softwares generate …

Enterprise data analysis and visualization: An interview study

S Kandel, A Paepcke, JM Hellerstein… - IEEE transactions on …, 2012‏ - ieeexplore.ieee.org
Organizations rely on data analysts to model customer engagement, streamline operations,
improve production, inform business decisions, and combat fraud. Though numerous …