Reproducible Research - A publication = Article + Source code + Data
A publication = Article. + ... revised version: easy to redo the experiment and change the figures. ... When you PhD student or postdoc leaves your lab, the code.
- A publication = Article + Source code + Data + Script that reproduce the paper figures
Life as an author: Referee comments: - Please compare your method to (XX et al, ApJ, xxx). * But the code is not available and seems quite difficult to implement. * Furthermore, even if you re-code, the authors could argue that you did not do it correctly. - The method (XX at al, ApJ, xx) is optimal, so you cannot do better. Referee comments: - revised version: easy to redo the experiment and change the figures. New Research: - you may want to go back to older work, and redo some experiments.
Life as a Referee:
- If the code related is available, you can easily check and trust the result of the papers. - If other codes are available, it is obvious that authors should compare their method to the existing methods with available codes.
Life as a Scientist: - You will easily trust a scientific result from a colleague if everything is one the table. - In the same way, others scientists will trust your results more easily ... except if they are Bayesian and you present a sparse inpainting method ... - If you develop new idea, you want them to be used. Making the code available obviously help. - If your code is used, you may get a lot of citations. Sextractor code from E. Bertin is one of the most cited papers in France. - You may have some idea to improve a method published by somebody else. If the code is available, it is easy to implement it.
Life as a Supervisor:
- When you PhD student or postdoc leaves your lab, the code remains available.
Life as a Project Manager:
- You want to test each step of the pipeline, and compare all possible solutions to optimize the scientific products. - You want to test the code with different parameters and check how stable is the solution. - You want the best pipeline, including the best algorithms which are not necessary developed by the consortium members. - If many people are using a code, it may be bug-free.
Life as a Tax Payer:
- Salaries are paid by tax payers, to any research product belong the community, and not to the researcher. - Data collected thanks to tax payers are available, why should it be different for software ?
Jun 18, 2004 - We approached this problem through an integrated application of ... visual and oculomotor systems to investi- gate how ..... uration and ended in the same motor re- ..... natural contact points for self-assembly and for electrical devi
The capacity of a Geographic Information System (GIS) to portray, analyze, and .... These transitional slices, where the floodplain axis changes direction,.
QGIS, GRASS, SAGA for analysis. GDAL for format exchange and import. Interface ... Software R, Perl, Python, C. Format PDF, HTML, ODF. Open Reproducible ...
Energy- and time-saving on a daily basis: to share and ... 80. 13. 5. Ll. 120. 11. 6. Ll. 100. 10. Open Reproducible Research in Empirical Science. UMR PVBMT ...
level, then every day starting up a clean image â one containing no source ... application code would be filed into the application base image and saved as a ...
1 Exercise and Sport Nutrition Laboratory, O.C.A. Sports Medicine Institute, Pancevo, Yugoslavia. ... improved soccer-specific skill performance and recovery after an on-field soccer match compared with ingestion of ... attenuate the effects of fluid
Bargh, 1999; Chartrand & Jefferis, in press; Chartrand, Maddux, & Lakin, in press). This mimicry has been attributed to a perception-behavior ..... Cambridge University Press. Bargh ... In J. Suls (Ed.), Psychological perspectives on the self (Vol.
This appendix shows the code for the above examples in full. To save space I've done some minor things such as only show the class names and the instance ...
lems (the Clay Math Prizes), signal and image pro- cessing ... symphonic musicâwhich might involve superpo- sitions of ... problem.7 theory and algorithms.
Andalousie, Aragon, Castille La Manche, Castille et Léon, Extrémadure, Madrid. L'ART MUDÉJAR. L'esthétique musulmane dans l'art chrétien. L'art des ...
Page 4 ... guerriers sortis du désert, le Coran gravé sur la lame de leurs épées. ... une surprenante diversité, née de la fusion entre peuples et ethnies, déserts et.
III.1.a Le Musée national des antiquités et des arts islamiques ..... et quelques objets d'art ottoman de pro- ..... personnage à qui est dédié ce temple d'un.
vers Tlemcen ce nouvel art de vivre. Les premières ... attirant artistes, lettrés et architectes. Vingt-sept rois de la ... “C'est la ville des beaux cavaliers, de l'air et de ...
18 avr. 1993 - la première fois en 1896 dans le jardin de l'émir Abdelkader (autrefois jardin. II.4 SÉTIF. On accède à la ville en avion ou par la RN 5.
sienne, en Ifriqiya, par le conquérant arabe du Maghreb Okba ben Nafi et point de départ pour la conquête du reste de la région. Au centre et à l'ouest, après la ...
change and develop a vision for the future of the countryside (Harrison et al. .... that are important as a framework for informed debate about future options for.
Redistribution subject to AIP copyright, see http://ojps.aip.org/aplo/aplcr.jsp .... 7 B. Kraabel, D. McBranch, B. Hseih, and F. Wudl, Synth. Met. 101, 281. 1998.
Mar 1, 1992 - Full terms and conditions of use: http://www.informaworld.com/terms-and-conditions-of-access.pdf ... (1984) found poor correlations between chorea and tests of motor or cognitive .... NART IQ. 107.4 (10.1). 110.9 (7.22). 110.4 (9.85). D
This study sought to quantify the aerobic energy expenditure during typical recreational weight training exercises. (designed primarily for enhancement of fitness ...
May 3, 2014 - Foreword: Three-Valued Logics and their Applications. Pablo Cobreros .... lets the third truth value stand for âundecidable by the algorithms whether true or falseâ, also favoring an ..... Q-consequence operation. Reports on ...
