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 …

Scipion: A software framework toward integration, reproducibility and validation in 3D electron microscopy

JM De la Rosa-Trevin, A Quintana, L del Cano… - Journal of structural …, 2016 - Elsevier
In the past few years, 3D electron microscopy (3DEM) has undergone a revolution in
instrumentation and methodology. One of the central players in this wide-reaching change is …

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 …

Database meets artificial intelligence: A survey

X Zhou, C Chai, G Li, J Sun - IEEE Transactions on Knowledge …, 2020 - ieeexplore.ieee.org
Database and Artificial Intelligence (AI) can benefit from each other. On one hand, AI can
make database more intelligent (AI4DB). For example, traditional empirical database …

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 …

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 …