cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/73v6chtwnn
title: Dataset Description: 3D Wave-Like Scatter Plot of Rabia's Poetry Themes

description: This dataset represents a simulated exploration of various themes found in the poetry of Rabia, an influential figure in Sufi literature. The simulation employs Monte Carlo methods to generate wave-like data patterns that reflect three key dimensions associated with these themes: Depth, Emotional Impact, and Spiritual Provocation. The dataset consists of 50 samples, each capturing the interplay between these dimensions across six distinct themes.
Themes
The following themes are included in the dataset:
Love
Longing
Unity
Devotion
Mysticism
Separation
Data Generation
Sampling Method: For each theme, scores are generated using a normal distribution with a mean of 5 and a standard deviation of 2. This approach creates a range of values that simulate varying intensities for each theme.
Clipping: The generated scores are clipped to ensure they remain within a realistic range of 0 to 10, reflecting the potential intensity of emotional and spiritual experiences.
Wave Modulation: To introduce wave-like characteristics, sine and cosine functions are applied to the scores. This modulation creates dynamic patterns that enhance the visual representation of how these themes might fluctuate in depth, emotional impact, and spiritual provocation.
Data Structure
The dataset is structured as follows:
all_wave_depth: A 2D array where each row corresponds to a sample and each column represents the depth scores for the six themes.
all_wave_emotional: A 2D array capturing the emotional impact scores across samples and themes.
all_wave_spiritual: A 2D array representing spiritual provocation scores for each theme across samples.
Visualization
The data is visualized using a 3D scatter plot where:
The x-axis represents the Depth scores.
The y-axis reflects the Emotional Impact scores.
The z-axis denotes the Spiritual Provocation scores.
Each point in the scatter plot corresponds to a sample iteration, with varying transparency and color based on depth scores. The colors are derived from the Viridis colormap, providing an aesthetically pleasing gradient that enhances interpretability.
Annotations
Each theme is annotated in the plot with its name, positioned at the average coordinates of its respective wave data across all samples. This allows for easy identification of how each theme relates to the three dimensions being analyzed.
Applications
This dataset can be utilized for:
Analyzing emotional and spiritual trends within Sufi poetry.
Exploring how different themes interact in terms of depth and emotional resonance.
Visualizing complex relationships in poetic expressions through advanced data visualization techniques.
Overall, this dataset serves as a rich resource for researchers, educators, and enthusiasts interested in the intersection of poetry, emotion, and spirituality.
DOI: 10.17632/9cmt5p4cgs
title: Serologic features of cutaneous-type of pemphigus vulgaris: a case series and review of the literature

description: Serologic features of patients who were included in the current study.
DOI: 10.5281/zenodo.14783798
title: AVTOMOBIL TRANSMISSIYA AGREGATLARI
DOI: 10.5281/zenodo.14783799
title: AVTOMOBIL TRANSMISSIYA AGREGATLARI
DOI: 10.5281/zenodo.14363908
title: Effectiveness of Machine Learning in Fraud Detection. Systematic Literature Review_ANALISIS
DOI: 10.5281/zenodo.14363909
title: Effectiveness of Machine Learning in Fraud Detection. Systematic Literature Review_ANALISIS
DOI: 10.17632/mr6zby7g2c
title: LOGÍSTICA COLABORATIVA - SOJA E FERTILIZANTES

description: Base de dados contendo os volumes extraídos do site do Ministério da Indústria, Comércio Exterior e Serviços referente ao ano de 2018 e a tabela de fretes do referido ano.
DOI: 10.17632/kvyyg4mc3g
title: SPORT-Good

description: sport-good dataset
DOI: 10.17632/96z6whg4c5
title: Equilibrium-Traffic-Networks

description: This repository contains three DGL datasets generated for the study "A hybrid deep-learning-metaheuristic framework for bi-level network design problems" by Bahman Madadi and Gonçalo H. de Almeida Correia, published in Expert Systems with Applications. The datasets are generated and used to train and evaluate models for solving the User Equilibrium (UE) problem on three transportation networks (Sioux-Falls, Eastern-Massachusetts, and Anaheim) from the well-known "transport networks for research" repository.
Detailed information can be found in the "Metadata.md" file.

Note: This dataset is maintained at Figshare (https://doi.org/10.6084/m9.figshare.27889251).

References
Article: A hybrid deep-learning-metaheuristic framework for bi-level network design problems (https://doi.org/10.1016/j.eswa.2023.122814)
GitHub Repository: HDLMF_GIN-GA (https://github.com/bahmanmdd/HDLMF_GIN-GA)
Primary Figshare data repository: https://doi.org/10.6084/m9.figshare.27889251
DOI: 10.17632/fchkfrmxv3
title: Parameter sensitivity analysis on stability of extra-large LNG tank roof under construction condition

description: (1) The real-time monitored data of the 270000 m3 LNG tank roof pouring stages: Including real-time stress variation data of the hoop beam and longitudinal beam during the dome pouring process of a 270000 cubic meter LNG storage tank.
(2) Stability variation-different plate thicknesses: Data on the variation of buckling load factor with plate thickness
(3) Stability variation-hoop beams section: Data on the variation of buckling load factor with hoop beams section amplification factor
(4) Stability variation-longitudinal beams section: Data on the variation of buckling load factor with longitudinal beams section amplification factor
(5) Stability variation-rise-to-span ratio: Data on the variation of buckling load factor with rise-to-span ratio amplification factor
DOI: 10.17632/tn35cg3y3h
title: Dietary habits among people with high IQ

description: ​The dataset contains the dietary habits of highly intelligent individuals from three countries (Hungary, Germany, United Kingdom) and an international control group.
DOI: 10.17632/w5nwzcvmbm
title: Acupoint Injection and Electrical Stimulation for Postoperative Nausea and Vomiting: A Randomized Clinical Trial

description: To date, no study has investigated the efficacy of combining AI and TEAS for preventing PONV after gynecological laparoscopic surgery. We aimed to assess the effectiveness and safety of this integrated therapy, comparing the effects of only AI or TEAS program with a combined regimen, providing a more effective and low-risk alternative to pharmacological treatments.In this randomized trial, dexamethasone injection into the Neiguan acupoint effectively prevented PONV and reduced the need for salvage antiemetics when combined with TEAS.
DOI: 10.17632/bygw446ht8
title: Syndecan-4 promotes gastric cancer progression through activating TGF-β1 induced lipid reprogramming and contributes positive loop circuits

description: WB original bands
DOI: 10.17632/9phf69mt8d
title: Datasets for genomic signals of adaptation along a natural CO2 gradient over striking microgeographic scale

description: Genpop file obtained using 2b-RADseq which comprises a total of 14,881 loci for 74 individuals of the black sea urchin Arbacia lixula. The individuals were collected along a natural CO2 gradient from the island of La Palma in the Canary Archipelago, Spain.
DOI: 10.15468/dl.82yx4u
title: Occurrence Download

description: A dataset containing 5864826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 -23.436,180 -23.436,180 23.436,-180 23.436,-180 -23.436))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Diptera"
 ]
}

 The dataset includes 5864826 records from 1041 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007157-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yh7cr8
title: Occurrence Download

description: A dataset containing 224604 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos L.f., Arthurdendyus triangulatus (Dendy, 1895), Cabomba caroliniana A.Gray, Callosciurus finlaysonii (Horsfield, 1823), Cherax destructor Clark, 1936, Corvus splendens Vieillot, 1817, Crassula helmsii (Kirk) Cockayne, Elodea densa (Planch.) Casp., Eriocheir sinensis H.Milne Edwards, 1853, Erythranthe guttata (DC.) G.L.Nesom, Faxonius immunis (Hagen, 1870), Faxonius juvenilis (Hagen, 1870), Faxonius rusticus (Girard, 1852), Faxonius virilis (Hagen, 1870), Gambusia affinis (Baird & Girard, 1853), Heracleum mantegazzianum Sommier & Levier, Heracleum persicum Desf. ex Fisch., C.A.Mey. & Avé-Lall., Heracleum pubescens (Hoffm.) M.Bieb., Houttuynia cordata Thunb., Hydrocotyle ranunculoides L.f., Impatiens glandulifera Royle, Koenigia polystachya (Wall. ex Meisn.) T.M.Schust. & Reveal, Lagarosiphon major (Ridl.) Moss, Lepomis gibbosus (Linnaeus, 1758), Limnoperna fortunei (Dunker, 1857), Ludwigia grandiflora (Michx.) Greuter & Burdet, Ludwigia peploides (Kunth) P.H.Raven, Lysichiton americanus Hultén & H.St.John, Morone americana (Gmelin, 1789), Muntiacus reevesi (Ogilby, 1839), Myriophyllum aquaticum (Vell.) Verdc., Myriophyllum heterophyllum Michx., Pacifastacus leniusculus (Dana, 1852), Petasites japonicus (Siebold & Zucc.) Maxim., Pontederia cordata L., Procambarus acutus (Girard, 1852), Procambarus clarkii (Girard, 1852), Procambarus virginalis Lyko, 2017, Pseudorasbora parva (Temminck & Schlegel, 1846), Pycnonotus cafer (Linnaeus, 1766), Saururus cernuus L., Sciurus carolinensis Gmelin, 1788, Sciurus niger Linnaeus, 1758, Solenopsis invicta Buren, 1972, Solenopsis richteri Forel, 1909, Threskiornis aethiopicus (Latham, 1790), Vespa velutina Lepeletier, 1836, Zizania latifolia (Griseb.) Hance ex F.Muell.)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 224604 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007527-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e195822
title: Attitudes Toward Artificial Intelligence–Enabled Mental Health Tools Among Prospective Psychotherapists

description: <b>Background: </b>Recent efforts to make artificial intelligence (AI) applications in clinical care more user-friendly have faced adoption barriers. There is a lack of research on the application of AI systems in mental health care specifically.<b><br></b><b>Objective: </b>In an attempt to fill this research gap, this study focuses on factors influencing the likelihood of psychology students and early practitioners adopting two specific AI-enabled mental health tools. These tools have been evaluated with reference to the Unified Theory of Acceptance and Use of Technology.<b><br></b><b>Methods: </b>A cross-sectional study with a sample size of 206 psychology students and trainee psychotherapists was undertaken. The participants' openness to using two AI tools was evaluated. The first tool provides feedback to therapists on their motivational interviewing techniques and the second one uses patient voice samples to provide mood scores for better treatment decisions. Participants were presented with visual explanations of each tool's functions before their responses were measured based on the Unified Theory of Acceptance and Use of Technology. Two structural equation models were created to predict tool use intentions.<b><br></b><b>Results: </b>Both perceived usefulness and social influence had a positive impact on participants' willingness to use both tools. However, users' trust in the technology did not appear to influence their choice to use it. Interestingly, perceived ease of use was found to be unrelated or even negatively related to use intentions. Additionally, a positive correlation was found between readiness to adopt technology and the intention to use the feedback tool while AI anxiety had a negative correlation with the use intention for both tools.<b><br></b><b>Conclusions: </b>The data sheds light on both generic and tool-specific drivers of AI technology adoption in the mental health care field. Further study is encouraged to better understand the technological and user group dynamics impacting the adoption of AI in this area.
description: Response Rates: A total of 362 participants began the questionnaire. Of these, 208 provided answers on the behavioral intention to use the tools, resulting in a 57.5% response rate. In addition, 2 participants failed at least 2 of the 4 attention check items, leaving us with a final sample size of 206.
description: Presence of Common Scales: A Likert-type scale was used.<br>
description: Convenience sampling was applied. Participants were selected based on their availability and willingness to participate. They were recruited through social media postings, email correspondence, and professional research-focused panel companies.
description: Psychology students and psychotherapists in training in Germany and English-speaking countries worldwide.
description: web-based survey;
DOI: 10.3886/e195822v1-174227
title: Attitudes Toward Artificial Intelligence–Enabled Mental Health Tools Among Prospective Psychotherapists

description: <b>Background: </b>Recent efforts to make artificial intelligence (AI) applications in clinical care more user-friendly have faced adoption barriers. There is a lack of research on the application of AI systems in mental health care specifically.<b><br></b><b>Objective: </b>In an attempt to fill this research gap, this study focuses on factors influencing the likelihood of psychology students and early practitioners adopting two specific AI-enabled mental health tools. These tools have been evaluated with reference to the Unified Theory of Acceptance and Use of Technology.<b><br></b><b>Methods: </b>A cross-sectional study with a sample size of 206 psychology students and trainee psychotherapists was undertaken. The participants' openness to using two AI tools was evaluated. The first tool provides feedback to therapists on their motivational interviewing techniques and the second one uses patient voice samples to provide mood scores for better treatment decisions. Participants were presented with visual explanations of each tool's functions before their responses were measured based on the Unified Theory of Acceptance and Use of Technology. Two structural equation models were created to predict tool use intentions.<b><br></b><b>Results: </b>Both perceived usefulness and social influence had a positive impact on participants' willingness to use both tools. However, users' trust in the technology did not appear to influence their choice to use it. Interestingly, perceived ease of use was found to be unrelated or even negatively related to use intentions. Additionally, a positive correlation was found between readiness to adopt technology and the intention to use the feedback tool while AI anxiety had a negative correlation with the use intention for both tools.<b><br></b><b>Conclusions: </b>The data sheds light on both generic and tool-specific drivers of AI technology adoption in the mental health care field. Further study is encouraged to better understand the technological and user group dynamics impacting the adoption of AI in this area.
description: Response Rates: A total of 362 participants began the questionnaire. Of these, 208 provided answers on the behavioral intention to use the tools, resulting in a 57.5% response rate. In addition, 2 participants failed at least 2 of the 4 attention check items, leaving us with a final sample size of 206.
description: Presence of Common Scales: A Likert-type scale was used.<br>
description: Convenience sampling was applied. Participants were selected based on their availability and willingness to participate. They were recruited through social media postings, email correspondence, and professional research-focused panel companies.
description: Psychology students and psychotherapists in training in Germany and English-speaking countries worldwide.
description: web-based survey;
DOI: 10.15468/dl.zvmqbb
title: Occurrence Download

description: A dataset containing 1390 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rallus tenuirostris Ridgway, 1874"
 ]
}

 The dataset includes 1390 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007540-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyx9gg
title: Occurrence Download

description: A dataset containing 1085 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Berberis empetrifolia Lam."
 ]
}

 The dataset includes 1085 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007542-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jrs6yh
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagothrix flavicauda (Humboldt, 1812)"
 ]
}

 The dataset includes 71 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007543-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7c2eq8
title: Occurrence Download

description: A dataset containing 572 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Berberis ilicifolia L.fil."
 ]
}

 The dataset includes 572 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007544-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgnfvk
title: Occurrence Download

description: A dataset containing 2603 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Berberis microphylla G.Forst."
 ]
}

 The dataset includes 2603 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007546-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15041593
title: Structure-Function Mapping of Olfactory Bulb Circuits With Synchrotron X-ray Nanotomography

description: Curated 2P datasets for 2p-xnh-sister manuscript.
DOI: 10.5281/zenodo.15041592
title: Structure-Function Mapping of Olfactory Bulb Circuits With Synchrotron X-ray Nanotomography

description: Curated 2P datasets for 2p-xnh-sister manuscript.
DOI: 10.5281/zenodo.15150149
title: Structure-Function Mapping of Olfactory Bulb Circuits With Synchrotron X-ray Nanotomography

description: Curated 2P datasets for 2p-xnh-sister manuscript.
DOI: 10.15468/dl.w2q65n
title: Occurrence Download

description: A dataset containing 2362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-95.21486 -36.97433,-68.37737 -36.97433,-68.37737 2.95333,-95.21486 2.95333,-95.21486 -36.97433))",
 "HasGeospatialIssue is false",
 "TaxonKey is Physeter macrocephalus Linnaeus, 1758"
 ]
}

 The dataset includes 2362 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007547-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pf8d76
title: Occurrence Download

description: A dataset containing 1197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-161.31258 17.63329,-152.56015 17.63329,-152.56015 23.77001,-161.31258 23.77001,-161.31258 17.63329))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Apis mellifera Linnaeus, 1758"
 ]
}

 The dataset includes 1197 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007548-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xz2ed8
title: Occurrence Download

description: A dataset containing 50013835 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lonicera xylosteum L., Juncus compressus Jacq., Epipactis helleborine (L.) Crantz, Zoysia japonica Steud., Rhynchospora recognita (Gale) Kral, Bidens cernua L., Anthemis cotula L., Centaurea solstitialis L., Cichorium intybus L., Lepidium draba L., Hirschfeldia incana (L.) Lagr.-Foss., Salsola tragus L., Convolvulus arvensis L., Lotus corniculatus L., Lathyrus oleraceus Lam., Alcea rosea L., Ficus carica L., Eucalyptus camaldulensis Denham, Polygonum argyrocoleum Steud. ex Kunze, Rumex acetosella L., Veronica anagallis-aquatica L., Solanum elaeagnifolium Cav., Tamarix ramosissima Ledeb., Aegilops cylindrica Host, Cortaderia selloana (Schult. & Schult.f.) Asch. & Graebn., Hordeum marinum Huds., Hordeum vulgare L., Polypogon interruptus Kunth, Schismus barbatus (L.) Thell., Xanthium strumarium L., Tamarix aphylla (L.) H.Karst., Elymus repens (L.) Gould, Argemone mexicana L., Eschscholzia californica Cham., Erythrostemon gilliesii (Hook.) Klotzsch, Cenchrus setaceus (Forssk.) Morrone, Phoenix dactylifera L., Stellaria apetala Bernardino, Vicia villosa Roth, Linum usitatissimum L., Euphorbia serpens Kunth, Antirrhinum majus L., Anthemis arvensis L., Asteraceae, Scorzonera laciniata L., Allium cepa L., Phragmites australis (Cav.) Trin. ex Steud., Secale cereale L., Pinus radiata D.Don, Delphinium consolida L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 50013835 records from 9040 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007541-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmmfjc
title: Occurrence Download

description: A dataset containing 606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Glossophaga longirostris Miller, 1898"
 ]
}

 The dataset includes 606 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272926-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.