cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18745248
title: Replication package - A Software Reference Architecture for Natural Language Processing Tools in Requirements Engineering

description: A Software Reference Architecture for NLP4RE Tools

This repository contains the replication package for the study titled "A Software Reference Architecture for Natural Language Processing Tools in Requirements Engineering", submitted for review at the 34th IEEE International Requirements Engineering Conference.

Author and Article Details

Author information is omitted to comply with the double blind review requirements:https://conf.researchr.org/track/RE-2026/RE-2026-Research-Papers#instructions-for-the-double-blind-review-process

Cite this work as:Citation omitted to comply with double blind review requirements.

Description of Artifacts

This repository contains the following structure:

├── figures/
│   ├── airera-roadmap.pdf              # Illustration of the applied research method (PDF)
│   └── airera-roadmap.png              # Illustration of the applied research method (PNG)
│
├── process/                            # Materials for each SRA creation step (Nakagawa et al.)
│   ├── 1 - information source identification/
│   │   └── Related Work.xlsx           # Overview of related publications and resources
│   │
│   ├── 2 - architectural analysis/
│   │   ├── analysis-process.md         # Step by step architectural analysis description
│   │   └── Requirements.xlsx           # System and architectural requirements with traceability
│   │
│   ├── 3 - architectural synthesis/
│   │   ├── synthesis-process.md        # Architectural synthesis process description
│   │   ├── airera-module-view.pdf      # Module view diagram
│   │   ├── airera-soa-view.pdf         # SOA component and connector view diagram
│   │   ├── airera-coc-view-paf.pdf     # Pipe and filter component and connector diagram
│   │   └── (other supporting artifacts)
│   │
│   └── 4 - architectural evaluation/
│       ├── evaluation-process.md       # Architectural evaluation process description
│       ├── architectural alignment/    # Empirical evaluation data and annotation guidelines
│       ├── technology acceptance/      # Survey instrument and supporting documentation
│       └── (other supporting artifacts)
│
└── LICENSE                             # License file clarifying reuse conditions


License

Copyright © 2025 ANONYMOUS.This work is licensed under the MIT License.

References

[1] Nakagawa, E. Y., Guessi, M., Maldonado, J. C., Feitosa, D., & Oquendo, F. (2014). Consolidating a process for the design, representation, and evaluation of reference architectures. In 2014 IEEE/IFIP Conference on Software Architecture (pp. 143–152). IEEE.
DOI: 10.15468/mhkepp
title: Herbarium William Nylander (H-NYL)

description: Lichen collection of William Nylander is part of the lichen collections of the Finnish Museum of Natural History. The separately kept collection comprises about 52 000 specimens of lichens (and some other fungi) from all over the world and includes an abundance of type specimens. The collection was received from the Finnish (- French) lichenologist William Nylander (1822–1899). Initially, Nylander was a medical doctor, then chose a career as an entomologist and finally focused on botany and lichens. He was appointed as the first Professor of Botany at our university in 1857 (then Imperial Alexander University), but resigned in 1863 and relocated to Paris, where he continued as a freelance scientist.
DOI: 10.7910/dvn/a8sys5
title: Replication Code for Cavallo & Garcia Zavaleta (2026) "Turning Points in Inflation: A Structural Breaks Approach with Micro Data"

description: This repository holds the replication code for the paper Replication Code for Cavallo & Garcia Zavaleta (2026) "Turning Points in Inflation: A Structural Breaks Approach with Micro Data" published in the IMF Economic Review.
description: Unzip and open the Readme.pdf file for instructions.
DOI: 10.5281/zenodo.18745292
title: INDIVIDUAL APPROACH IN WORKING WITH CHILDREN WITH SPECIAL NEEDS

description: This article provides a deep and comprehensive analysis of the scientific foundations of the pedagogical essence and practical effectiveness of the individual approach in working with children with special needs in the preschool education system. The article examines the impact of the individual approach on the dynamics of children's development based on the inclusive education policy of the Republic of Uzbekistan, the First Step state curriculum, local empirical studies and international meta-analyses, longitudinal observations. The results show that the individual approach significantly accelerates the cognitive, emotional, social and motor development of children, improves their relationships with peers, increases self-confidence and strengthens the general psychological environment in the inclusive group, but its effectiveness depends on the professional qualifications of the educator, the ability to draw up and monitor an individual development plan, family cooperation and the ability to create an adapted environment. The article is intended for preschool education practitioners, leaders and education politicians provides practical recommendations based on empirical evidence
DOI: 10.5281/zenodo.18745291
title: INDIVIDUAL APPROACH IN WORKING WITH CHILDREN WITH SPECIAL NEEDS

description: This article provides a deep and comprehensive analysis of the scientific foundations of the pedagogical essence and practical effectiveness of the individual approach in working with children with special needs in the preschool education system. The article examines the impact of the individual approach on the dynamics of children's development based on the inclusive education policy of the Republic of Uzbekistan, the First Step state curriculum, local empirical studies and international meta-analyses, longitudinal observations. The results show that the individual approach significantly accelerates the cognitive, emotional, social and motor development of children, improves their relationships with peers, increases self-confidence and strengthens the general psychological environment in the inclusive group, but its effectiveness depends on the professional qualifications of the educator, the ability to draw up and monitor an individual development plan, family cooperation and the ability to create an adapted environment. The article is intended for preschool education practitioners, leaders and education politicians provides practical recommendations based on empirical evidence
DOI: 10.15468/dl.dh3wbz
title: Occurrence Download

description: A dataset containing 7039 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apistogramma",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7039 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004064-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3p6k2
title: Occurrence Download

description: A dataset containing 2178 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Puma concolor [GBIF Backbone Taxonomy])",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Material sample, Occurrence evidence)"
 ]
 }
 ]
}

 The dataset includes 2178 records from 168 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004066-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.du6crf
title: Occurrence Download

description: A dataset containing 11908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trematomus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11908 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004067-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18146039
title: Operationalising local knowledge to enhance climate services: Evidence from a systemic review (Supplementary data)
DOI: 10.5281/zenodo.18745286
title: Operationalising local knowledge to enhance climate services: Evidence from a systemic review (Supplementary data)
DOI: 10.15468/dl.agjgdb
title: Occurrence Download

description: A dataset containing 18100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Philocheras",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18100 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004070-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18368947
title: Longitudinal Wearable Physiological Dataset of Elderly Individuals

description: ElderlyPhysio-v02 is a multimodal wearable-physiology dataset designed to support research on elderly health monitoring, virtual replicas/digital twins, and AI-based decision support. The release aggregates longitudinal Fitbit-derived time series captured over 49 days at multiple temporal granularities, including seconds-level heart rate (1–3 s), minute-level heart rate, daily heart-rate variability (e.g., RMSSD), minute-level SpO₂ and estimated oxygen variation, daily respiratory rate, sleep stage epochs (sub-minute/second-level categorical labels), activity-derived live pace, daily calories, and high-frequency skin temperature streams (body and wrist, 1 s), plus derived composite sleep-session metrics. Data are provided in standard machine-readable formats (JSON/CSV) with timestamps to enable multimodal fusion, missingness studies, forecasting, and anomaly/event detection; accompanying metadata/documentation describe variable definitions, units, and file organization for reproducible reuse.
DOI: 10.5281/zenodo.18745170
title: Longitudinal Wearable Physiological Dataset of Elderly Individuals

description: ElderlyPhysio-v02 is a multimodal wearable-physiology dataset designed to support research on elderly health monitoring, virtual replicas/digital twins, and AI-based decision support. The release aggregates longitudinal Fitbit-derived time series captured over 49 days at multiple temporal granularities, including seconds-level heart rate (1–3 s), minute-level heart rate, daily heart-rate variability (e.g., RMSSD), minute-level SpO₂ and estimated oxygen variation, daily respiratory rate, sleep stage epochs (sub-minute/second-level categorical labels), activity-derived live pace, daily calories, and high-frequency skin temperature streams (body and wrist, 1 s), plus derived composite sleep-session metrics. Data are provided in standard machine-readable formats (JSON/CSV) with timestamps to enable multimodal fusion, missingness studies, forecasting, and anomaly/event detection; accompanying metadata/documentation describe variable definitions, units, and file organization for reproducible reuse.
DOI: 10.34847/nkl.adc6966y
title: En-Mig_Collecte données_Eurasien.ne.s_SENO

description: Dans le cadre du programme de recherche En-Mig, le registre des enfants eurasiens accueillis sur la base de Seno au Laos par la FOEFI (Fédération de l’Œuvre de l’Enfance Française d’Indochine) a été exploité.
description: Lettre
description: Lettre
description: Lettre
description: Lettre
description: Lettre
description: Lettre
description: Lettre
DOI: 10.15468/dl.njsye9
title: Occurrence Download

description: A dataset containing 11368 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Himanthalia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11368 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004071-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.71fmhg
title: Occurrence Download

description: A dataset containing 624230360 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 624230360 records from 14021 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024136-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3knf7
title: Occurrence Download

description: A dataset containing 84888 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trechus quadristriatus, Harpalus affinis, Pterostichus niger)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 84888 records from 652 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024233-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x9qw8c
title: Occurrence Download

description: A dataset containing 9335 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colpomenia sinuosa"
 ]
}

 The dataset includes 9335 records from 265 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024267-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13394666
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.jvsuta
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Physaria okanensis"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005798-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mzgtps
title: Occurrence Download

description: A dataset containing 6372937 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tachybaptus ruficollis, Tachymarptis melba, Tadorna ferruginea, Tadorna tadorna, Tarsiger cyanurus, Tchagra senegalus, Tetraogallus caspius, Tetraogallus caucasicus, Tetrax tetrax, Thalasseus bergii, Threskiornis aethiopicus, Tichodroma muraria, Torgos tracheliotos, Tringa erythropus, Tringa glareola, Tringa nebularia, Tringa ochropus, Tringa stagnatilis, Tringa totanus, Troglodytes troglodytes, Turdus atrogularis, Turdus iliacus, Turdus merula, Turdus philomelos, Turdus pilaris, Turdus torquatus, Turdus viscivorus, Turnix sylvaticus, Upupa epops, Vanellus gregarius, Vanellus indicus, Vanellus leucurus, Vanellus spinosus, Vanellus vanellus, Xema sabini, Xenus cinereus, Zapornia parva)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "DecimalLatitude is greater than 0",
 "DecimalLatitude is less than 75",
 "DecimalLongitude is greater than -50",
 "DecimalLongitude is less than 50",
 "CoordinateUncertaintyInMeters is less than 5000",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2020"
 ]
}

 The dataset includes 6372937 records from 2889 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005771-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1397873.10fu
title: SH1397873.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1397875.10fu
title: SH1397875.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1397876.10fu
title: SH1397876.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1397877.10fu
title: SH1397877.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1397881.10fu
title: SH1397881.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1397882.10fu
title: SH1397882.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1397883.10fu
title: SH1397883.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.