cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.skrc8c
title: Occurrence Download

description: A dataset containing 12854 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tripleurospermum inodorum",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12854 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040223-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16936477
title: Data for the Paper "Multi-Taxonomy Classification of Vulnerability Descriptions with Hierarchies of Finetuned Language Models"

description: This repository contains the data and experiment artifacts used in the paper. It is organized as follows:



config/ – Configuration files used for running the experiments.

data/ – The dataset used in the study.

flat_classifiers/ – Logs, checkpoints, and configuration files for experiments with flat classifiers.

hierarchical_classifiers/ – Logs, checkpoints, and configuration files for experiments with hierarchical classifiers.

temporal_splits/ – Data and configurations for experiments evaluating temporal splits.


Each experiment folder (e.g., inside flat_classifiers, hierarchical_classifiers, or temporal_splits) follows a consistent structure:



config.yaml               # Configuration file for the run

mlb_classes.json          # Multi-label classes used

train_unique_labels.json  # Labels present in the training set

plot/                     # Dataset distribution plots

tensorboard/              # TensorBoard logs

test/                     # Results on the test set
DOI: 10.15468/dl.mthakj
title: Occurrence Download

description: A dataset containing 14068 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Cicendia filiformis"
 ]
}

 The dataset includes 14068 records from 298 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040221-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pxpes
title: Occurrence Download

description: A dataset containing 20145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lontra canadensis",
 "Year 2000-2025"
 ]
}

 The dataset includes 20145 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040224-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8xx9wb
title: Occurrence Download

description: A dataset containing 1180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tripleurospermum inodorum",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1180 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040227-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.efsqpg
title: Occurrence Download

description: A dataset containing 410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tripleurospermum inodorum",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 410 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040228-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aydmqm
title: Occurrence Download

description: A dataset containing 24904 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tripleurospermum inodorum",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24904 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040226-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kmskb
title: Occurrence Download

description: A dataset containing 706 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tripleurospermum inodorum",
 "Country is Ukraine",
 "HasCoordinate is true"
 ]
}

 The dataset includes 706 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040230-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t7hu5q
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tripleurospermum inodorum",
 "Country is Uzbekistan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040232-250811113504898/datasets/export for details.
DOI: 10.15468/dl.mh3wpa
title: Occurrence Download

description: A dataset containing 44168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tripleurospermum inodorum",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44168 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040231-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rg224
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Atractus lasallei [GBIF Backbone Taxonomy])"
 ]
}

 The dataset includes 110 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040234-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16937305
title: Multiscale Molecular Dynamics Insights into the Mechanical Impact of Cancer-Associated Actin Mutations
DOI: 10.5281/zenodo.16937306
title: Multiscale Molecular Dynamics Insights into the Mechanical Impact of Cancer-Associated Actin Mutations
DOI: 10.15468/dl.ntyagg
title: Occurrence Download

description: A dataset containing 39859 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 (Sphenodontia [GBIF Backbone Taxonomy], Squamata [GBIF Backbone Taxonomy], Testudines [GBIF Backbone Taxonomy], Crocodylia [GBIF Backbone Taxonomy])",
 "StateProvince is one of (Putumayo, Caquetá, Arauca, Amazonas, Casanare, Vichada, Guainía, Guaviare, Meta)",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Specimen, Material sample)"
 ]
 }
 ]
}

 The dataset includes 39859 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040235-250811113504898/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/12856020
title: Daftar Pengadilan Indonesia
DOI: 10.15468/dl.z3zdxm
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Borago officinalis",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 182 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040237-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16937201
title: HIV Cognitive Rehabilitation BRIEF and NEPSY Data

description: This upload provides neuropsychological and behavioural data, from the NEPSY (Developmetal Neuropsychological Assessment Second Edition), and BRIEF (Behaviour Rating for Executive Functions) respectively. The data was collected from a cohort of children living with HIV (Mean Age = 17.28 year), who were either in the experimental group receiving attention training, or part of a control. 

Relevant supplementary data is provided related to the analysis. This supplementary data is inclusive of (a) Stroop Test, (b) fNIRS Optode Location Selection Decider (fOLD), (c) Satori Data Analysis Flow Chart, and (d) a Visual Abstract. 

The data is accompanied by neuroimaging data, using functional near-infrared spectrometry (fNIRS) data. The fNIRS data is still being analyzed for publication, and will be upload in due course, in the form of oxygenated beta scores.
DOI: 10.5281/zenodo.16937317
title: HIV Cognitive Rehabilitation BRIEF and NEPSY Data

description: This upload provides neuropsychological and behavioural data, from the NEPSY (Developmetal Neuropsychological Assessment Second Edition), and BRIEF (Behaviour Rating for Executive Functions) respectively. The data was collected from a cohort of children living with HIV (Mean Age = 17.28 year), who were either in the experimental group receiving attention training, or part of a control. 

Relevant supplementary data is provided related to the analysis. This supplementary data is inclusive of (a) Stroop Test, (b) fNIRS Optode Location Selection Decider (fOLD), (c) Satori Data Analysis Flow Chart, and (d) a Visual Abstract. 

The data is accompanied by neuroimaging data, using functional near-infrared spectrometry (fNIRS) data. The fNIRS data is still being analyzed for publication, and will be upload in due course, in the form of oxygenated beta scores.
DOI: 10.15468/dl.8nmdtx
title: Occurrence Download

description: A dataset containing 394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Borago officinalis",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 394 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040236-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95ev8x
title: Occurrence Download

description: A dataset containing 2717 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Borago officinalis",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2717 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040238-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wkcbja
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Borago officinalis",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 200 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040242-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uusmqb
title: Occurrence Download

description: A dataset containing 12637 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Borago officinalis",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12637 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040240-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4ebdf
title: Occurrence Download

description: A dataset containing 400 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Borago officinalis",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 400 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040241-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5keee3
title: Occurrence Download

description: A dataset containing 14855 records in GBIF matching the query:
SELECT
GBIF_EQDGCode(
2,
decimalLatitude,
decimalLongitude,
COALESCE(coordinateUncertaintyInMeters, 1000)
) AS eqdg_code,
speciesKey,
"year",
species,
class,
kingdom,
family,
COUNT(DISTINCT specieskey) AS unique_species_count,
COUNT(*) as occurrence_count,COUNT(*), decimalLatitude AS Latitude,decimalLongitude AS Longitude, MIN(COALESCE(coordinateUncertaintyInMeters, 1000)) AS minCoordinateUncertaintyInMeters, IF(ISNULL(family), NULL, SUM(COUNT(*)) OVER (PARTITION BY family)) AS familyCount
FROM occurrence 
WHERE countrycode = 'ZA'
AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
AND taxonkey IN (2133397, 7972807, 7658604, 3585239, 2705848, 8306913, 7923036, 2296011, 2296010, 4299368, 2470838, 2470729, 2470770, 2470763, 2470685, 2470852, 2188249, 2979265, 7368983, 2865496, 2865526, 5293072, 5293077, 5293079, 3171949, 3171954, 2925514, 2925518, 4086523, 2925494, 2925529, 2925496, 3147913, 3074906, 3074918, 4567237, 1311477, 1311649, 1311671, 3172028, 2739116, 3856179, 2888596, 3857225, 2888615, 3856046, 2888626, 7344628, 2484628, 2888605, 2191089, 2888625, 2888582, 5163542, 2888585, 2982714, 5960866, 7856206, 3169708, 3169707, 2154317, 7296375, 5331248, 3152848, 2889828, 7486546, 2295355, 4562692, 2925561, 5219243, 5219310, 8359232, 5372394, 5372392, 8354529, 5294572, 1315391, 1005677, 4144339, 5294589, 5294595, 3856535, 2888730, 3613680, 2684261, 2928366, 2928366, 4143931, 2977323, 8149049, 5730548, 2736620, 2685085, 2153397, 2153398, 7778277, 1419435, 2121093, 2519413, 3089150, 8246728, 2350164, 10389996, 1178923, 5019579, 3089154, 1216879, 2779447, 9307403, 2779434, 3625571, 5333384, 5387974, 2775615, 2775744, 2775561, 2775716, 2775619, 2775728, 7716390, 1105767, 7269010, 3834219, 2495370, 2495347, 2495375, 6897604, 11529030, 1594533, 2968129, 2968033, 7467231, 2984532, 9193953, 2295425, 7882289, 4730892, 1048954, 10919373, 3039423, 3039424, 3875567, 3189902)
AND "year" &gt;2022
AND decimalLatitude IS NOT NULL AND decimalLongitude IS NOT NULL
GROUP BY
eqdg_code,
speciesKey,
"year",
species,
class,
kingdom,
decimalLatitude,
decimalLongitude,
family ORDER BY 
eqdg_code ASC,
"year" ASC,
speciesKey ASC,
family ASC


 The dataset's 14855 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040233-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmu5pr
title: Occurrence Download

description: A dataset containing 1411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Saguinus oedipus"
 ]
}

 The dataset includes 1411 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040243-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kz2m2s
title: Occurrence Download

description: A dataset containing 1052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Borago officinalis",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1052 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040245-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vr8w6c
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Borago officinalis",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 164 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040246-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rfs52y
title: Occurrence Download

description: A dataset containing 1226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Borago officinalis",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1226 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040244-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16937161
title: The Atlas Code: The Missing Addendum

description: [ ... waveform poisoning initiated ... ] This archive is the missing addendum to the manuscript "The Atlas Code: A Hitchhiker's Guide to No Man's Sky" It contains the complete "Glyph Rosetta," a linguistic database of over 4,000 words and their associated Glyphs from the five languages in No Man's Sky. It also includes the corresponding in-game menu screenshots, catalogued with a three-part inventory system created by 'The Poet' for rapid cross-referencing. A full Table of Contents for the original work has been added to the package as well.

This data is provided for the sole purpose of allowing the community to verify the findings of the original manuscript.
DOI: 10.5281/zenodo.16937162
title: The Atlas Code: The Missing Addendum

description: [ ... waveform poisoning initiated ... ] This archive is the missing addendum to the manuscript "The Atlas Code: A Hitchhiker's Guide to No Man's Sky" It contains the complete "Glyph Rosetta," a linguistic database of over 4,000 words and their associated Glyphs from the five languages in No Man's Sky. It also includes the corresponding in-game menu screenshots, catalogued with a three-part inventory system created by 'The Poet' for rapid cross-referencing. A full Table of Contents for the original work has been added to the package as well.

This data is provided for the sole purpose of allowing the community to verify the findings of the original manuscript.
DOI: 10.15468/dl.zj4q58
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Borago officinalis",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 111 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040247-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jykmgq
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Borago officinalis",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040248-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6f4m3a
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Borago officinalis",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040249-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29976208
title: Antivirus Engines (PowerPoint)

description: Antivirus Engines. [EN] The presentation provides a systematic overview of the architecture and functionality of antivirus engines, covering classical detection methods based on signatures as well as advanced techniques involving heuristics, behavioral analysis, and modern innovations in cybersecurity. It describes major categories of malware, mechanisms for their identification and neutralization, and the processes behind the design, updating, and integration of antivirus components. The material blends theoretical foundations with applied examples, illustrating models, algorithms, and data structures used in threat detection, thus offering a comprehensive perspective on how antivirus solutions are conceived and implemented in practiceAntivirus Engines. [RO] Prezentarea oferă o incursiune sistematică în arhitectura și funcționarea motoarelor antivirus, de la metodele clasice de detecție prin semnături până la tehnici avansate bazate pe euristici, analiză comportamentală și inovații moderne în securitatea cibernetică. Sunt descrise tipurile majore de malware, mecanismele de identificare și neutralizare a acestora, precum și procesele de proiectare, actualizare și integrare a componentelor unui motor antivirus. Materialul combină fundamente teoretice cu exemple aplicate, prezentând modele, algoritmi și structuri de date utilizate în detecția amenințărilor informatice, oferind o imagine completă asupra modului în care soluțiile antivirus sunt concepute și implementate în practică.<b>References</b>Paul A. Gagniuc.<i> </i><i>Antivirus Engines: From Methods to Innovations and Applications</i><i>,</i><i> </i>Elsevier Syngress, 2024. pp. 1-656.
DOI: 10.6084/m9.figshare.29976208.v1
title: Antivirus Engines (PowerPoint)

description: Antivirus Engines. [EN] The presentation provides a systematic overview of the architecture and functionality of antivirus engines, covering classical detection methods based on signatures as well as advanced techniques involving heuristics, behavioral analysis, and modern innovations in cybersecurity. It describes major categories of malware, mechanisms for their identification and neutralization, and the processes behind the design, updating, and integration of antivirus components. The material blends theoretical foundations with applied examples, illustrating models, algorithms, and data structures used in threat detection, thus offering a comprehensive perspective on how antivirus solutions are conceived and implemented in practiceAntivirus Engines. [RO] Prezentarea oferă o incursiune sistematică în arhitectura și funcționarea motoarelor antivirus, de la metodele clasice de detecție prin semnături până la tehnici avansate bazate pe euristici, analiză comportamentală și inovații moderne în securitatea cibernetică. Sunt descrise tipurile majore de malware, mecanismele de identificare și neutralizare a acestora, precum și procesele de proiectare, actualizare și integrare a componentelor unui motor antivirus. Materialul combină fundamente teoretice cu exemple aplicate, prezentând modele, algoritmi și structuri de date utilizate în detecția amenințărilor informatice, oferind o imagine completă asupra modului în care soluțiile antivirus sunt concepute și implementate în practică.<b>References</b>Paul A. Gagniuc.<i> </i><i>Antivirus Engines: From Methods to Innovations and Applications</i><i>,</i><i> </i>Elsevier Syngress, 2024. pp. 1-656.