Sep 2026· Zenodo (CERN European Organization for Nuclear Research)
Abstract
Proteomics CSV Validation System is a local Python application for structural review of processed-sample proteomics files in comma-separated values (CSV) format. The command-line interface validates required columns, sample identifiers, required values, and configured header mappings. The loopback-only browser interface presents results and supporting evidence, stores review history in SQLite, compares validation results deterministically, and exports Result Bundles. Rule-based findings flag configured structural conditions for human review before downstream analysis. Findings require human review; the software does not automatically accept or reject data. The software does not perform raw liquid chromatography-mass spectrometry data processing, protein inference, imputation, normalization, batch correction, statistical analysis, biological interpretation, or clinical interpretation. Version 0.5.0 was developed as the graduate capstone project required for the Master of Science in Information Technology program at the University of the People. As the post-capstone open-source successor, version 0.5.1 adopts Apache License 2.0 and updates citation, packaging, and release documentation without changing validation logic or bundled validation profiles. The v0.5.1 regression suite contains 342 passing tests.
This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.
P. Abrahamsson, O. Salo, Jussi Ronkainen et al.· arXiv.org· 727 citations· ⚡54
The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.
M. Pikkarainen, Jukka Haikara, O. Salo et al.· Empirical Software Engineeri...· 401 citations· ⚡48
The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.
Nicolò Paternoster, Carmine Giardino, M. Unterkalmsteiner et al.· Information and Software Tec...· 394 citations· ⚡54
The results show that the embedded industry has been able to apply agile methods in its development processes and that the appreciation of the agile methods and their individual practices appears to increase once adopted and applied in practice.
O. Salo, P. Abrahamsson· IET Software· 238 citations· ⚡9
Consequences of happiness and unhappiness that are beneficial and detrimental for developers' mental well-being, the software development process, and the produced artifacts are found.
D. Graziotin, Fabian Fagerholm, Xiaofeng Wang et al.· Journal of Systems and Softw...· 236 citations· ⚡13
The Mobile-D approach is briefly outlined here and the experiences gained from four case studies are discussed, which helped develop an agile development approach for mobile application development.
P. Abrahamsson, Antti Hanhineva, H. Hulkko et al.· Conference on Object-Oriente...· 225 citations· ⚡18
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