cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18664325
title: Replication Data for: Prompt-Based Uncertainty Quantification for LLM-Assisted Intrusion Detection (Phase 0)

description: Complete replication package for Phase 0 (Foundation Validation) of the IDS uncertainty estimation study. Includes raw experiment results from 50 LLM-based intrusion detection experiments across 5 uncertainty quantification methods, 5 models, and 2 CIC-IDS benchmark datasets, along with the full experiment code, evaluation scripts, and pre-computed metrics.
description: Phase 0 foundation validation data. 50 samples per dataset, 5 models, 5 uncertainty methods. See README.md for full documentation.
DOI: 10.5281/zenodo.18664326
title: Replication Data for: Prompt-Based Uncertainty Quantification for LLM-Assisted Intrusion Detection (Phase 0)

description: Complete replication package for Phase 0 (Foundation Validation) of the IDS uncertainty estimation study. Includes raw experiment results from 50 LLM-based intrusion detection experiments across 5 uncertainty quantification methods, 5 models, and 2 CIC-IDS benchmark datasets, along with the full experiment code, evaluation scripts, and pre-computed metrics.
description: Phase 0 foundation validation data. 50 samples per dataset, 5 models, 5 uncertainty methods. See README.md for full documentation.
DOI: 10.5281/zenodo.18664303
title: THE ROLE OF NEUROPLASTICITY IN PEDIATRIC REHABILITATION AFTER TRAUMATIC BRAIN INJURY

description: Traumatic brain injury (TBI) in children represents a major cause of long-term neurological disability, affecting cognitive, motor, and behavioral functions. Neuroplasticity, defined as the brain’s ability to reorganize structural and functional networks in response to injury and experience, plays a central role in recovery after pediatric TBI. This article analyzes the mechanisms of neuroplasticity and its significance in pediatric neurorehabilitation following traumatic brain injury. Particular attention is given to age-dependent plastic responses, synaptic reorganization, cortical remapping, and the influence of rehabilitation interventions such as physical therapy, cognitive training, and neuromodulation techniques. The findings indicate that targeted rehabilitation strategies can enhance adaptive neuroplastic changes, improve functional outcomes, and reduce long-term disability. Understanding neuroplastic mechanisms is essential for optimizing rehabilitation programs and improving quality of life in children after traumatic brain injury.
DOI: 10.5281/zenodo.18664302
title: THE ROLE OF NEUROPLASTICITY IN PEDIATRIC REHABILITATION AFTER TRAUMATIC BRAIN INJURY

description: Traumatic brain injury (TBI) in children represents a major cause of long-term neurological disability, affecting cognitive, motor, and behavioral functions. Neuroplasticity, defined as the brain’s ability to reorganize structural and functional networks in response to injury and experience, plays a central role in recovery after pediatric TBI. This article analyzes the mechanisms of neuroplasticity and its significance in pediatric neurorehabilitation following traumatic brain injury. Particular attention is given to age-dependent plastic responses, synaptic reorganization, cortical remapping, and the influence of rehabilitation interventions such as physical therapy, cognitive training, and neuromodulation techniques. The findings indicate that targeted rehabilitation strategies can enhance adaptive neuroplastic changes, improve functional outcomes, and reduce long-term disability. Understanding neuroplastic mechanisms is essential for optimizing rehabilitation programs and improving quality of life in children after traumatic brain injury.
DOI: 10.15468/dl.5y3qq9
title: Occurrence Download

description: A dataset containing 5638 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Falco peregrinus"
 ]
}

 The dataset includes 5638 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022749-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k89ja6
title: Occurrence Download

description: A dataset containing 414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Euphorbia porcata"
 ]
}

 The dataset includes 414 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022747-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dbz524
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022748-260208012135463/datasets/export for details.
DOI: 10.15468/dl.p28q2v
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Halecania viridescens",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 30 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022750-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2uv6q
title: Occurrence Download

description: A dataset containing 33970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Misgurnus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 33970 records from 222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022751-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18521572
title: Void Spectroscopy and Riemann Hypothesis: Physical validation of the Critical Line using STIS Dynamics
title: Teoría de la Tensión Interna del Espacio-Tiempo (STIS) Formulación Matemática Fundamental, Derivación del Radio del Protón y Simulación Numérica

description: This paper extends the formalism of STIS Theory to approach the Riemann Hypothesis from

a physical perspective. It is mathematically demonstrated that the hydrodynamic stability

condition of baryonic matter (Pint + σvac = 0) is isomorphic to the critical line condition

(Re(s) = 1/2) of Riemann’s Zeta function. We formally propose that the non-trivial zeros

ˆ1. La Teoría STIS deriva el radio del protón rp ≈ 0,84134 fm desde α y topología K0 = 4, sin

usar el valor experimental como dato de entrada.

2. La coincidencia con el consenso muónico es de ∼ 0,056 %, dentro del error experimental

actual.

3. El modelo elimina parámetros libres arbitrarios y ofrece una interpretación geométrica/topológica de la masa y estabilidad bariónica.

4. La teoría permanece en fase de validación independiente y publicación formal.

Contacto y registro oficial: José Caballero Rodríguez ORCID: 0009-0000-6830-624X Email:

Caba.04.12.77@gmail.com Navalcarnero – Madrid (28600) – España

 

Autor, ideólogo, jefe del trabajo:

José Caballero Rodríguez 

Caba.04.12.77@gmail.com 

Navalcarnero-Madrid 

28600-España 

tension.https://orcid.org/0009-0000-6830-624X
DOI: 10.5281/zenodo.18509435
title: Void Spectroscopy and Riemann Hypothesis: Physical validation of the Critical Line using STIS Dynamics
title: Teoría de la Tensión Interna del Espacio-Tiempo (STIS) Formulación Matemática Fundamental, Derivación del Radio del Protón y Simulación Numérica

description: This paper extends the formalism of STIS Theory to approach the Riemann Hypothesis from

a physical perspective. It is mathematically demonstrated that the hydrodynamic stability

condition of baryonic matter (Pint + σvac = 0) is isomorphic to the critical line condition

(Re(s) = 1/2) of Riemann’s Zeta function. We formally propose that the non-trivial zeros

ˆ1. La Teoría STIS deriva el radio del protón rp ≈ 0,84134 fm desde α y topología K0 = 4, sin

usar el valor experimental como dato de entrada.

2. La coincidencia con el consenso muónico es de ∼ 0,056 %, dentro del error experimental

actual.

3. El modelo elimina parámetros libres arbitrarios y ofrece una interpretación geométrica/topológica de la masa y estabilidad bariónica.

4. La teoría permanece en fase de validación independiente y publicación formal.

Contacto y registro oficial: José Caballero Rodríguez ORCID: 0009-0000-6830-624X Email:

Caba.04.12.77@gmail.com Navalcarnero – Madrid (28600) – España

 

Autor, ideólogo, jefe del trabajo:

José Caballero Rodríguez 

Caba.04.12.77@gmail.com 

Navalcarnero-Madrid 

28600-España 

tension.https://orcid.org/0009-0000-6830-624X
DOI: 10.15468/dl.kp66xp
title: Occurrence Download

description: A dataset containing 199117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Euphorbia peplus"
 ]
}

 The dataset includes 199117 records from 1159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022696-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtcvnn
title: Occurrence Download

description: A dataset containing 49752 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cephalopoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((150 -60,180 -60,180 -30,150 -30,150 -60))"
 ]
}

 The dataset includes 49752 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012047-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8tfqx
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Diphysa robinioides, Diphysa robinioides)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 220 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012049-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2bex8
title: Occurrence Download

description: A dataset containing 4687 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagenocarpus rigidus (Kunth) Nees"
 ]
}

 The dataset includes 4687 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002962-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpq37g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callitrichia formosana Oi, 1977",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221265-220831081235567/datasets/export for details.
DOI: 10.15468/dl.dqbskd
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agapetes lacei Craib"
 ]
}

 The dataset includes 49 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247864-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9jmn4d
title: Occurrence Download

description: A dataset listing the 62 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-5.69078 36.06809,-5.6907 36.07223,-5.69462 36.07298,-5.69931 36.07154,-5.70348 36.06947,-5.70425 36.06733,-5.70289 36.06458,-5.70093 36.06334,-5.69931 36.06313,-5.69871 36.06437,-5.69675 36.06609,-5.69428 36.06747,-5.69164 36.06768,-5.69078 36.06809))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Magnoliopsida"
 ]
}

 The dataset's 62 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108919-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqaap5
title: Occurrence Download

description: A dataset containing 35384 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aster alpinus L."
 ]
}

 The dataset includes 35384 records from 335 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248574-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjcvzj
title: Occurrence Download

description: A dataset containing 5646 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cornus controversa Hemsl."
 ]
}

 The dataset includes 5646 records from 167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247867-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gg3tj8
title: Occurrence Download

description: A dataset containing 348525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Odonata",
 "Year 2011-2015"
 ]
}

 The dataset includes 348525 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002942-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.amat3s
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aconitum kongboense Lauener"
 ]
}

 The dataset includes 107 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248581-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dg28j4
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mortierellaceae",
 "TypeStatus is Unspecified type"
 ]
}

 The dataset includes 132 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244511-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ub6jmk
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Koeleria skrjabinii Karav. & Tzvelev"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001785-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6adzb
title: Occurrence Download

description: A dataset containing 517174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Motacilla Linnaeus, 1758",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2022",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 517174 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259353-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33xv8b
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antiotrema dunnianum (Diels) Hand.-Mazz."
 ]
}

 The dataset includes 183 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244512-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hcgz9
title: Occurrence Download

description: A dataset containing 165236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is South Africa",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((17 -34.8,18.7 -34.8,18.7 -32.5,17 -32.5,17 -34.8))",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 165236 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001770-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4v8pfr
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Toxocarpus wightianus Hook. & Arn."
 ]
}

 The dataset includes 148 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248584-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcz5nt
title: Occurrence Download

description: A dataset containing 92899 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Liliopsida",
 "Year 1000-2022"
 ]
}

 The dataset includes 92899 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244514-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yf7ce3
title: Occurrence Download

description: A dataset containing 3380 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Koeleria splendens C.Presl"
 ]
}

 The dataset includes 3380 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001787-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nf8prr
title: Occurrence Download

description: A dataset containing 1052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Solidago decurrens Lour."
 ]
}

 The dataset includes 1052 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248607-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3wg9yu
title: Occurrence Download

description: A dataset containing 5145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "TaxonKey is Afzelia africana Sm. ex Pers."
 ]
}

 The dataset includes 5145 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256523-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfy973
title: Occurrence Download

description: A dataset containing 5687 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Chamaecyparis lawsoniana (A.Murray bis) Parl."
 ]
}

 The dataset includes 5687 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108921-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2puma4
title: Occurrence Download

description: A dataset containing 289 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Grammicolepis brachiusculus Poey, 1873"
 ]
}

 The dataset includes 289 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102032-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8aenag
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arisaema bockii Engl."
 ]
}

 The dataset includes 80 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247866-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqg95v
title: Occurrence Download

description: A dataset containing 1066 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pseudacris triseriata (Wied-Neuwied, 1838)"
 ]
}

 The dataset includes 1066 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108940-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.