Similarity search for scientific workflows
With the increasing popularity of scientific workflows, public repositories are gaining
importance as a means to share, find, and reuse such workflows. As the sizes of these …
importance as a means to share, find, and reuse such workflows. As the sizes of these …
Investigating clinical care pathways correlated with outcomes
Clinical care pathway analysis is the process of discovering how clinical activities impact
patients in their care journeys, and uses the discovered knowledge for various applications …
patients in their care journeys, and uses the discovered knowledge for various applications …
SWORTS: a scientific workflow retrieval approach by learning textual and structural semantics
Finding scientific workflow models that can be reused or repurposed from public repositories
is becoming popular in the scientific community. Currently, the retrieval approaches for …
is becoming popular in the scientific community. Currently, the retrieval approaches for …
Scientific workflow clustering and recommendation leveraging layer hierarchical analysis
This article proposes an approach for identifying and recommending scientific workflows for
reuse and repurposing. Specifically, a scientific workflow is represented as a layer hierarchy …
reuse and repurposing. Specifically, a scientific workflow is represented as a layer hierarchy …
Effective and efficient similarity search in scientific workflow repositories
Scientific workflows have become a valuable tool for large-scale data processing and
analysis. This has led to the creation of specialized online repositories to facilitate workflow …
analysis. This has led to the creation of specialized online repositories to facilitate workflow …
MANSOR: a module alignment method based on neighbor information for scientific workflow
Finding similar scientific workflow modules that can substitute essential components of the
privacy workflows from public repositories to create a personalized workflow is growing in …
privacy workflows from public repositories to create a personalized workflow is growing in …
MAESTRO: a lightweight ontology-based framework for composing and analyzing script-based scientific experiments
Over the last decades, there has been a rapid growth in the number of scientific experiments
implemented as computational simulations. These experiments typically consist of multiple …
implemented as computational simulations. These experiments typically consist of multiple …
Layer decomposition: An effective structure-based approach for scientific workflow similarity
Scientific workflows have become a valuable tool for large-scale data processing and
analysis. This has led to the creation of specialized online repositories to facilitate workflow …
analysis. This has led to the creation of specialized online repositories to facilitate workflow …
(Re) use in public scientific workflow repositories
Scientific workflows help in designing, managing, monitoring, and executing in-silico
experiments. Since scientific workflows often are complex, sharing them by means of public …
experiments. Since scientific workflows often are complex, sharing them by means of public …
Classification of bioinformatics workflows using weighted versions of partitioning and hierarchical clustering algorithms
Background Workflows, or computational pipelines, consisting of collections of multiple
linked tasks are becoming more and more popular in many scientific fields, including …
linked tasks are becoming more and more popular in many scientific fields, including …