Experiences with Reproducible Research in Various Facets of Signal Processing Research (original) (raw)

Reproducibility of Machine Learning: Terminology, Recommendations and Open Issues

Sara Colantonio

arXiv (Cornell University), 2023

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Case Studies and Challenges in Reproducibility in the Computational Sciences

Luke Hutton

2014

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Computational Reproducibility: The Elephant in the Room

Les Hatton

IEEE Software

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Continuous Reproducibility in GNSS Signal Processing

Carles Fernandez

IEEE Access

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Signal-to-noise ratio (SNR) as a measure of reproducibility: design, estimation, and application

Naser Elkum

Health Services and Outcomes Research Methodology, 2008

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Standing Together for Reproducibility in Large-Scale Computing: Report on reproducibility@ XSEDE

Justin Shi, Nancy Wilkins-Diehr, Nancy Wilkins-diehr

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An Open and Reproducible Paper on Openness and Reproducibility of Papers in Computational Science

Luke Hutton

2014

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Editorial for Special Issue on Reproducible Research

Omer Nezih Gerek

Digital Signal Processing, 2018

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Improving Reproducibility in Machine Learning Research (A Report from the NeurIPS 2019 Reproducibility Program)

Florence d'Alché-Buc

2020

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Reproducible (Operations) Research

Scott Nestler

Volume 38, Number 5, October 2011, 2019

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Making Computations and Publications Reproducible with VisTrails

CLÁUDIO M Á R C I O / F Silva

Computing in Science & Engineering, 2012

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Bob: a free signal processing and machine learning toolbox for researchers

Roy Wallace

2012

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Challenges and Pitfalls of Reproducing Machine Learning Artifacts

Abdul Dakkak

2019

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Making neurophysiological data analysis reproducible: Why and how?

Christophe Pouzat

Journal of Physiology-Paris, 2012

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Reproducible Workflow

anirudh prabhu

arXiv: Information Theory, 2020

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Technical Solutions for Reproducible Research

Egon W Stemle

2020

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Reproducibility Standards for Wavelet Transform Algorithms

Carl Taswell

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A framework for automatic large-scale testing and characterization of signal processing algorithms

Kenneth Holladay, K. Robbins

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Algorithms for statistical signal processing [Book Review]

Fuyun Ling

IEEE Signal Processing Magazine, 2002

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Workshop on Reproducibility in Research

Michael Kalichman

Journal of Clinical and Translational Science, 2020

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Measuring reproducibility of high-throughput experiments

Haiyan Huang

The Annals of Applied Statistics, 2011

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MOSIS : An Open Source Framework for Signal Processing and Machine Learning Ahlrichs

Michael Lawo

2015

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A Data Restore Model for Reproducibility in Computational Statistics

Daniel Bahls

Proceedings of the 13th International Conference on Knowledge Management and Knowledge Technologies - i-Know '13, 2013

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A statistical framework for measuring reproducibility and replicability of high-throughput experiments from multiple sources

monia ranalli

2019

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An Invariant Framework for Conducting ReproducibleComputational Science

Rob Gardner

Journal of Computational Science, 2015

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Reproducibility and repeatability

Iveta Waczulikova

Physiological research / Academia Scientiarum Bohemoslovaca

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