A Lightweight Transferability-Aware Framework for Crash Fatality-Risk Ranking Across Heterogeneous Urban Environments: Experimental Code and Derived Results

Tawfiq Hasanin

Sep 2026 · Code Ocean

Abstract

This capsule contains the experimental source code, frozen analytical configuration, preprocessing and feature-harmonization mappings, deterministic tests, and 45 derived CSV result files supporting the manuscript “A Lightweight Transferability-Aware Framework for Crash Fatality-Risk Ranking Across Heterogeneous Urban Environments.” The default headless run verifies the pinned software environment, executes the test suite, reconstructs the 4,488-configuration factorial design, and validates the integrity and internal consistency of the archived results. The large municipal source files are not redistributed; acquisition and complete analytical workflow scripts are provided.

DOI

View source

Similar papers

#computer vision Review Sep 2017

Agile Software Development Methods: Review and Analysis

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

#computer vision Jun 2008

The impact of agile practices on communication in software development

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

#machine learning Review Open access Oct 2014

Software development in startup companies: A systematic mapping study

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

#computer vision Review Mar 2008

Agile methods in European embedded software development organisations: a survey on the actual use and usefulness of Extreme Programming and Scrum

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

#computer vision Open access Jul 2017

What happens when software developers are (un)happy

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

#computer vision Open access Oct 2004

Mobile-D: an agile approach for mobile application development

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

Related blog posts

Hugging Face Blog · huggingface.co Nov 3, 2026

StateBench: Testing how language models track state changes over long documents

A Blog post by Ai2 on Hugging Face

GPT-Lab · gpt-lab.eu Nov 3, 2026

Sovereignty Is the Option to Leave

Is your company’s AI sovereign? A practical guide for CIOs on AI vendor lock-in, EU Data Act switching, cloud sovereignty, and testing your exit plan before you need it. The post Sovereignty Is the Option to Leave appeared first on GPT-Lab.

Microsoft Research Blog · microsoft.com Oct 30, 2026

From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence

Evaluating Microsoft Copilot at enterprise scale requires test data that captures the full complexity of real organizations, yet real enterprise data contains sensitive information that cannot be used for evaluation under any circumstances. The post From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence appeared first on Microsoft Research.

Microsoft Research Blog · microsoft.com Oct 29, 2026

Microsoft Research Focus – Edition #97

Host Sowbhagya Suresh shares some of the latest news and cutting-edge research from across Microsoft—from understanding the challenges facing coding agents to uncovering how people use AI at work and improving extended-range weather forecasting. The post Microsoft Research Focus – Edition #97 appeared first on Microsoft Research.