data science

Towards Object-Oriented Linked Data Profiles for Material Science

Boundary Project: Unified Continuity Science and Recoverability-Constrained Systems — Executable Continuity, Clinical History, Crisis and Non-Circular Closure Edition

This publication presents Version 13 of the Boundary Project's executable research and computational continuity architecture, developed by Noelia Sanchez within Continuity Science and Recoverability-Constrained Systems. Building upon the Boundary Project: Unified Continuity Science and Recoverability-Constrained System...

ETHNO-STEAM INTEGRATION USING KASONGAN POTTERY IN SCIENCE LEARNING (A Study in Bachelor of Islamic Elementary School Teacher Education)

This study aims to analyze the potential application of an Ethno-STEAM approach based on the local wisdom of Kasongan pottery in science learning within the Madrasah Ibtidaiyah Teacher Education (PGMI) Program at UIN Sunan Kalijaga Yogyakarta. The study employed a qualitative method, with data collected through the ana...

IDENTIFYING THE PROBLEMS OF STEM AND STEAM TEACHING STRATEGIES AT THE SECONDARY SCHOOL LEVEL: A MIXED-METHODS STUDY FROM PAKISTAN

The teaching and learning of science, technology, engineering, arts, and mathematics (STEAM) is an integral part of twenty first century education in secondary schools and it is important that this is implemented in a developing context, which is fraught with a number of challenges. The purpose of this study was to (1)...

Replication Data and Code for "A Reproducible Audit of the Amendment Record of Kazakhstan's Criminal Code, 2015–2026: Provenance, Execution and Terminological Substitutions"

This repository provides the research data and computational code supporting the manuscript “A Reproducible Audit of the Amendment Record of Kazakhstan’s Criminal Code, 2015–2026: Provenance, Execution and Terminological Substitutions”. The package includes Python analysis scripts, source manifests and SHA-256 checksum...

Federated learning of crop-disease classifiers across quarantine-silenced phytosanitary archives: a computer-science evaluation of privacy-utility trade-offs for cross-border outbreak analytics

Phytosanitary archives hold the labelled crop-disease observations that cross-border outbreak analytics require, yet quarantine regulation, commercial confidentiality and national data sovereignty keep those archives closed to centralised training. the present analysis formalises federated learning over such archives a...

The resurgence of blackwater fever among children in sub-Saharan Africa: a scoping review

Blackwater fever (BWF), a life-threatening complication of Plasmodium falciparum malaria, has re-emerged as a significant health concern among children in sub-Saharan Africa (SSA). Characterized by acute intravascular hemolysis, hemoglobinuria, and severe anemia, necessitating urgent medical intervention. Despite its c...

Differentially private computed generation of household energy-consumption microdata for urban heat-vulnerability mapping: a computer-science evaluation of equity-audit distortion under DP budgets

Differential privacy (DP) is increasingly proposed as the mechanism by which household energy microdata can be released for climate-analytics applications such as urban heat-vulnerability mapping, yet the distortion that DP noise introduces into equity audits of those data has not been characterised formally. It formal...

Active-learning prioritization of rain-gauge densification under budget constraints: a computer-science evaluation of flood-forecast skill gain per instrument dollar

Rain-gauge networks in data-sparse basins are typically densified by spatial coverage criteria rather than by the marginal value of each additional instrument to flood-forecast skill. the present analysis formalises gauge densification as a sequential decision problem in which a learner selects the next gauge location...

Sovereign Biophysical Dataset: The Daqian Cipher Series No 12 Broadcast Chronicles on Zhang Daqian's Sovereign Replications of Hong-Fu Nv

English] An upgraded, permanently registered, and DOI-linked cross-disciplinary open-science dataset (Series No. 12, Part 1 by Dr. Francis C. Yu) preserving the official multimedia broadcast chronicle, metadata matrices, and textual validation scripts for the academic television program titled "The Daqian Cipher Series...

Data and code for: What counts as ground truth? Label provenance in published AI for tax and customs administration

Data and code for the manuscript "What counts as ground truth? Label provenance in published AI for tax and customs administration" (submitted to Royal Society Open Science). The study audits how 95 published reports of AI for tax and customs administration obtained their ground-truth labels, how labelled cases were se...

Beyond long COVID: post-acute infection syndromes across Africa, a systematic review

Post-acute infection syndromes (PAIS) have gained global attention through Long COVID, yet many pathogens most closely linked to PAIS are endemic to Africa, where evidence remains scarce; a gap with implications for health equity and global health security. We aimed to systematically review the prevalence, clinical pre...