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A First Study on Clustering Collections of Workflow Graphs
3 references·12 citing·38 second hop
A First Study on Clustering Collections of Workflow Graphs (2008)A First Study on Clustering Collections o…Managing Rapidly-Evolving Scientific Workflows (2006)Managing Rapidly-Evolving Sci…Electronically Querying for the Provenance of Entities (2006)Electronically Querying for t…Discovering expressive process models by clustering log traces (2006)Discovering expressive proces…SWORTS: A Scientific Workflow Retrieval Approach by Learning Textual and Structural Semantics (2023)SWORTS: A Scientific Workflow…Discovering Similar Workflows via Provenance Clustering: A Case Study (2018)Discovering Similar Workflows…Improving workflow design by mining reusable tasks (2015)Improving workflow design by …Effective and efficient similarity search in scientific workflow repositories (2015)Effective and efficient simil…Classification of bioinformatics workflows using weighted versions of partitioning and hierarchical clustering algorithms (2015)Classification of bioinformat…Big Data Provenance Analysis and Visualization (2015)Big Data Provenance Analysis …Layer Decomposition: An Effective Structure-Based Approach for Scientific Workflow Similarity (2014)Layer Decomposition: An Effec…Temporal representation for scientific data provenance (2012)Temporal representation for s…Athena: Text Mining Based Discovery of Scientific Workflows in Disperse Repositories (2012)Athena: Text Mining Based Dis…Similarity-based workflow clustering (2011)Similarity-based workflow clu…A Method to Mine Workflows from Provenance for Assisting Scientific Workflow Composition (2011)A Method to Mine Workflows fr…Exploring repositories of scientific workflows (2010)Exploring repositories of sci…Chimera: a virtual data system for representing, querying, and automating data derivation (2002)A survey of data provenance in e-science (2005)Scientific workflow management and the Kepler system (2005)Provenance in Scientific Workflow Systems (2007)Data Management Challenges of Data-Intensive Scientific Workflows (2008)Scientific workflows for computational reproducibility in the life sciences: Status, challenges and opportunities (2017)Lineage retrieval for scientific data processing: a survey (2005)Applying the Virtual Data Provenance Model (2006)Data Lineage Model for Taverna Workflows with Lightweight Annotation Requirements (2008)Scientific Workflows: Business as Usual? (2009)Galaxy: A platform for interactive large-scale genome analysis (2005)Workflows For E-Science: Scientific Workflows For Grids (2007)Characterization of scientific workflows (2008)Towards an ontology-based recommender system for relevant bioinformatics workflows (2016)Provenance and scientific workflows (2008)The Open Provenance Model core specification (v1.1) (2010)Provenance Analytics for Workflow-Based Computational Experiments (2018)A technique for measurement of attitudes (1932)The design and realisation of the Virtual Research Environment for social sharing of workflows (2008)Galaxy: a comprehensive approach for supporting accessible, reproducible, and transparent computational research in the life sciences (2010)Crossing Scientific Workflow Fragments Discovery Through Activity Abstraction in Smart Campus (2018)Taverna: a tool for the composition and enactment of bioinformatics workflows (2004)Actor-Oriented Design of Scientific Workflows (2005)The Evolution of myExperiment (2010)(Re)Use in Public Scientific Workflow Repositories (2012)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)Context Aware Trace Clustering: Towards Improving Process Mining Results (2009)A multi-dimensional quality assessment of state-of-the-art process discovery algorithms using real-life event logs (2012)Quality Dimensions in Process Discovery: The Importance of Fitness, Precision, Generalization and Simplicity (2014)Taverna: a tool for building and running workflows of services (2006)A method to build and analyze scientific workflows from provenance through process mining (2011)A survey of simulation provenance systems: modeling, capturing, querying, visualization, and advanced utilization (2018)Design Patterns: Elements of Reusable Object-Oriented Software (1994)Workflows and e-Science: An overview of workflow system features and capabilities (2008)Similarity of business process models: Metrics and evaluation (2010)SoFIA: a data integration framework for annotating high-throughput datasets (2016)
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References

  • 2006Discovering expressive process models by clustering log traces321 cited
  • 2006Managing Rapidly-Evolving Scientific Workflows245 cited
  • 2006Electronically Querying for the Provenance of Entities130 cited

Cited by

  • 2012Temporal representation for scientific data provenance30 cited
  • 2010Exploring repositories of scientific workflows27 cited
  • 2015Effective and efficient similarity search in scientific workflow repositories21 cited
  • 2015Classification of bioinformatics workflows using weighted versions of partitioning and hierarchical clustering algorithms19 cited
  • 2011Similarity-based workflow clustering16 cited
  • 2014Layer Decomposition: An Effective Structure-Based Approach for Scientific Workflow Similarity15 cited
  • 2011A Method to Mine Workflows from Provenance for Assisting Scientific Workflow Composition13 cited
  • 2015Big Data Provenance Analysis and Visualization12 cited
  • 2012Athena: Text Mining Based Discovery of Scientific Workflows in Disperse Repositories10 cited
  • 2023SWORTS: A Scientific Workflow Retrieval Approach by Learning Textual and Structural Semantics10 cited
  • 2015Improving workflow design by mining reusable tasks8 cited
  • 2018

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Discovering Similar Workflows via Provenance Clustering: A Case Study
6 cited