Inhalt

•  
   Preface
•  
  Introduction
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   Motivation
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   Overview of Conquaire Infrastructure and Workflow
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   Case Studies in Computational Reproducibility
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  Analysis
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   Levels of Reproducibility
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   Data formats used by case study partners
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   Tools used by case study partners
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   Reproducibility Analysis
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   Summary
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   Bibliography
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  Conquaire Infrastructure for Continuous Quality Control
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   Introduction
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  Why we use Git and GitLab
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   Git
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   GitLab
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  Conquaire Continuous Quality Control Infrastructure
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   Overview
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   Example of pre-configured YAML file
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   Quality checks
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   Summary
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   Reproducibility of whole-body movement analyses of insects
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   Introduction
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  Methods
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   Data workflow: acquisition and processing pipeline
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   Data acquisition: Experimental procedure
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   Manual editing and annotation
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   Secondary processing: Whole-body kinematics
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  Analytical Reproducibility
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   Analysis pipeline, data formats and software tools
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   Technical Challenges and Issues
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   Conclusion
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   Bibliography
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   Reproducing Trajectory Analysis of Bumblebee Exploration Flights
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   Introduction
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   Experiment settings and data acquisition pipeline
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  Computational Environment for Reproducibility
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   Software Migration
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   Virtualization
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   Continuous Integration supporting quality control
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   Conclusion
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   Bibliography
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   Reproducing experiments of ice nucleation in atmospheric chemistry
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   Introduction
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  Methods
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   Experiment settings and Data acquisition pipeline
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   Methods applied to analyze the experimental data
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   Main Results
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  Analytical Reproducibility
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   Research Data - Primary
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   Research Data - Analyzed and Processed
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   Data Workflow Lifecycle
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   Summary of Reproducibility Experiment
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   Conclusion
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   Bibliography
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   Visualization of economic agent-based simulations
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   Introduction
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  Methods
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   The FLAME Environment
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   Simulation Data
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  Analytical Reproducibility
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   Data Analysis Pipeline
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   Plotting with FLAViz
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   Summary and limitations
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   Conclusion
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   Bibliography
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   Reproducing experiments on early verb understanding in infants
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   Introduction
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  Methods
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   Experimental settings and data acquisition pipeline
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   Methods applied to analyze the data
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   Main Results
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  Analytical Reproducibility
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   Data Workflow Lifecycle
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   Reproducibility Results
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   Summary of computational reproduction experiment
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   Conclusion
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   Bibliography
•  
  Reproducing an experiment in automatic disfluency detection
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   Introduction
•  
   Methods
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   Analytical Reproducibility
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   Summary of reproducibility experiment
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   Conclusion
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   Bibliography
•  
   Reproducing the analysis of sequential visual processing
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   Introduction
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  Methods
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   Experiment settings and Data acquisition pipeline
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   Methods applied to analyze the experiment data
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  Analytical Reproducibility
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   Research Data
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   Analytical Reproducibility status
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   Discussion of reproducibility experiment
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   Conclusion
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   Bibliography
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   Reproducibility in Human-Robot Interaction Research: A Case Study
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   Introduction
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  Experimental Settings and Methods
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   The JSE Experiment
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   Replication in Indiana
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  Analytical Reproducibility: Results & Lessons Learned
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   Technical Obstacles & Procedural Issues
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   Results of the Pilot Study on Reproducibility in HRI
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   Analysis of reproducibility experiment
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   Conclusion
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   Bibliography
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   Conclusion
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   Leere Seite