cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5709748
title: Fault geometry of the 2016 Mw 7.8 Kaikoura earthquake, New Zealand

description: Citation: Xu, W., Feng, G., Meng, L., Zhang, A., Ampuero, J. P., Bürgmann, R., & Fang, L. (2018). Transpressional rupture cascade of the 2016 Mw 7.8 Kaikoura earthquake, New Zealand. Journal of Geophysical Research: Solid Earth, 123, 2396–2409. https://doi.org/10.1002/2017JB015168
DOI: 10.5281/zenodo.5709166
title: GLO-Bot Data

description: <strong>GLO-Bot data for analysis</strong> For both the six accessions (HL-##) and the diversity panel (GWA#) we provide: The full inverted images input to GLO-RIAv2 6accessions_images.zip and GWA#.zip Files for detailed information about the accessions and ID numbers 6accessions-rhizotrons.csv and diversiry-rhizotrons.csv The raw root data from GLO-RIAv2 ####-all-root-data-[local/global/roi].csv for the full root system analysis ####-tip-root-data-[local/global/roi].csv for the per day tip tracking analysis The calculated traits 6accessions-all_traits.csv and diversity-calculated_traits.csv The fitted traits (diversity only) diversity-bv_fitted_phenotypes.csv
DOI: 10.5281/zenodo.5709009
title: GLO-Bot Data

description: <strong>GLO-Bot data for analysis</strong> For both the six accessions (HL-##) and the diversity panel (GWA#) we provide: The full inverted images input to GLO-RIAv2 6accessions_images.zip and GWA#.zip Files for detailed information about the accessions and ID numbers 6accessions-rhizotrons.csv and diversiry-rhizotrons.csv The raw root data from GLO-RIAv2 ####-all-root-data-[local/global/roi].csv for the full root system analysis ####-tip-root-data-[local/global/roi].csv for the per day tip tracking analysis The calculated traits 6accessions-all_traits.csv and diversity-calculated_traits.csv The fitted traits (diversity only) diversity-bv_fitted_phenotypes.csv
DOI: 10.5281/zenodo.5709763
title: The Impact of COVID-19 on Urban PM2.5 —Taking Hubei Province as an example

description: Experimental process data
DOI: 10.5281/zenodo.5524419
title: The Impact of COVID-19 on Urban PM2.5 —Taking Hubei Province as an example

description: Experimental process data
DOI: 10.6084/m9.figshare.17040210
title: Supplemental text, figures, and tables. from The evolution of two distinct strategies of moth flight

description: This file includes the supplementary text, figures S1 to S9, tables S1 and S4, captions for movies S1 to S10, and references for SI citations.
DOI: 10.6084/m9.figshare.17040210.v1
title: Supplemental text, figures, and tables. from The evolution of two distinct strategies of moth flight

description: This file includes the supplementary text, figures S1 to S9, tables S1 and S4, captions for movies S1 to S10, and references for SI citations.
DOI: 10.6084/m9.figshare.17040213
title: Table S2 from The evolution of two distinct strategies of moth flight

description: Morphometrics of each individual used in the study.
DOI: 10.6084/m9.figshare.17040213.v1
title: Table S2 from The evolution of two distinct strategies of moth flight

description: Morphometrics of each individual used in the study.
DOI: 10.48428/adattar/touhng
title: Research data management survey

description: Upload containing the results of a research data management survey, prepared by the EKK HUNOR working group on behalf of NKFIH.
DOI: 10.5281/zenodo.5709791
title: ...

description: "./Paper Data/86 Keywords for Directive-sentence" is the keywords used for extract Directive_sentence and Function_sentence. "./Paper Data/128-dim-Word_Vector" is the 128-dim word_vector used for calculating text similarity "./Paper Date/API-Task KG/KG" is the result of Task-API KG "./Paper Date/API-Task KG/source-of-data-Html-page" is the source of data to construct Task-API KG "./Paper Date/Experiment RQ_1 and RQ_2" is the experiment data for each step
DOI: 10.5281/zenodo.5709790
title: ...

description: "./Paper Data/86 Keywords for Directive-sentence" is the keywords used for extract Directive_sentence and Function_sentence. "./Paper Data/128-dim-Word_Vector" is the 128-dim word_vector used for calculating text similarity "./Paper Date/API-Task KG/KG" is the result of Task-API KG "./Paper Date/API-Task KG/source-of-data-Html-page" is the source of data to construct Task-API KG "./Paper Date/Experiment RQ_1 and RQ_2" is the experiment data for each step
DOI: 10.6084/m9.figshare.14769702.v1
title: Continuous naming

description: This item includes data and analysis code of the continuous naming experiment.<br>The current code estimates only the linear trends of ordinal postion in several analysis, as it set the ordinal position as a continuous variable. However, the ordinal position can also be contrasted with polynomial contrasts. This is annotated in the current version of code. To conduct polynomial contrast, we can simply remove the # in the corresponding lines in the code. <br><br>The doc file is another analysis which set the contrast of ordinal position with contr.polynomial(5). This allows us to estimate the linear, quadratic, cubic parameters from the data
DOI: 10.5281/zenodo.5709814
title: ....

description: "./Paper Data/86 Keywords for Directive-sentence" is the keywords used for extract Directive_sentence and Function_sentence. "./Paper Data/128-dim-Word_Vector" is the 128-dim word_vector used for calculating text similarity "./Paper Date/API-Task KG/KG" is the result of Task-API KG "./Paper Date/API-Task KG/source-of-data-Html-page" is the source of data to construct Task-API KG "./Paper Date/Experiment RQ_1 and RQ_2" is the experiment data for each step
DOI: 10.5281/zenodo.5709813
title: ....

description: "./Paper Data/86 Keywords for Directive-sentence" is the keywords used for extract Directive_sentence and Function_sentence. "./Paper Data/128-dim-Word_Vector" is the 128-dim word_vector used for calculating text similarity "./Paper Date/API-Task KG/KG" is the result of Task-API KG "./Paper Date/API-Task KG/source-of-data-Html-page" is the source of data to construct Task-API KG "./Paper Date/Experiment RQ_1 and RQ_2" is the experiment data for each step
DOI: 10.6084/m9.figshare.14333222
title: Nonlinear enhancement of radiative absorption by black carbon in response to particle mixing structure

description: This is the full dataset shown in the figures and tables in <i><b>Nonlinear enhancement of radiative absorption by black carbon response to particle mixing structure</b></i>
DOI: 10.6084/m9.figshare.14333222.v2
title: Nonlinear enhancement of radiative absorption by black carbon response to particle mixing structure

description: This is the full dataset shown in the figures and tables in <i><b>Nonlinear enhancement of radiative absorption by black carbon response to particle mixing structure</b></i>
DOI: 10.18112/openneuro.ds002878.v2.0.0
title: Creative desicion making in soccer
DOI: 10.34740/kaggle/dsv/2825655
title: AutoXGB
DOI: 10.6084/m9.figshare.9700250
title: Supplementary data from Sampaio Mayer et al.

description: mcc contains the Maximum Clade Credibility tree, while posterior_sample contains the 100 random trees from the posterior sample. <br>
DOI: 10.6084/m9.figshare.9700250.v1
title: Supplementary data from Sampaio Mayer et al.

description: mcc contains the Maximum Clade Credibility tree, while posterior_sample contains the 100 random trees from the posterior sample. <br>
DOI: 10.5281/zenodo.5709836
title: 气象卫星元数据

description: 包含风云3号、4号卫星风云三号气象卫星全球MERSI数据集、风云四号气象卫星1级数据集、气象卫星青藏高原气候产品历史数据集
description: 无
DOI: 10.6084/m9.figshare.17040248
title: Supplementary Material for: Brachial Artery “Low-Flow Mediated Constriction” Is Associated with Myocardial Perfusion Defect Severity and Mediated by an Altered Flow Pattern during Occlusion

description: <b><i>Introduction:</i></b> The relationship between low flow-mediated constriction (LFMC), a new proposed measure of endothelial function, with cardiovascular disease severity and its hypothesized stimulus, that is, low flow, has not been comprehensively evaluated. The study evaluated association between change in brachial artery diameter during constriction with severity of myocardial perfusion defect (PD) and alterations in different components of flow profile. <b><i>Methods:</i></b> Brachial artery responses to occlusion were assessed in 91 patients and 30 healthy subjects. Change in anterograde and retrograde blood flow velocities (delta anterograde blood flow velocity and retrograde blood flow velocity), anterograde shear rate and retrograde shear rate (delta ASR and RSR, respectively), and oscillatory shear index (delta) during forearm occlusion at 50 mm Hg above systolic pressure, from baseline was calculated. Myocardial perfusion was evaluated in patients using exercise single positron emission computed tomography and % myocardial PD was calculated from summed stress score. <b><i>Results:</i></b> LFMC emerged as independent predictor of defect severity after correcting for age and gender (<i>p</i> = 0.014). Sixty-seven patients (73.6%) and 15 healthy subjects (50%) showed constriction during occlusion. In stepwise backward regression analysis, RSR contributed 35.5% and ASR contributed 20.1% of the total 63.9% variability in artery diameter during occlusion. <b><i>Conclusion:</i></b> The results suggest that LFMC is independently associated with myocardial perfusion severity and is “mediated” by an altered flow profile during occlusion.
DOI: 10.34740/kaggle/dsv/2825653
title: LUFlow Network Intrusion Detection Data Set
DOI: 10.5281/zenodo.4475179
title: RW-OLHWDB

description: Regularly Written Chinese Characters from 20 different writers and about 2000 classes.
DOI: 10.5281/zenodo.4480395
title: RW-OLHWDB

description: Regularly Written Chinese Characters from 20 different writers and about 2000 classes.
DOI: 10.5281/zenodo.4527700
title: RW-OLHWDB

description: Regularly Written Chinese Characters from 20 different writers and about 2000 classes.
DOI: 10.5281/zenodo.5709895
title: example Dataset for OMERO upload issue

description: example Dataset for OMERO upload issue just a couple of images with one channel in the middle of the plate.
DOI: 10.5281/zenodo.4427698
title: RW-OLHWDB

description: Regularly Written Chinese Characters from 20 different writers and about 2000 classes.
DOI: 10.6084/m9.figshare.17040323.v1
title: DATASET S1. from MYC Regulates metabolism through vesicular transfer of glycolytic kinases

description: Regulated_proteins copy 3.xls
DOI: 10.6084/m9.figshare.17040278.v1
title: Global chemical transport model simulation

description: Netcdf4_classic
DOI: 10.6084/m9.figshare.17039225.v1
title: Global chemical data assimilation of OMI NO2

description: Netcdf4_classic<br>
DOI: 10.6084/m9.figshare.17038937.v1
title: Global chemical data assimilation of OMI NO2

description: Netcdf4_classic
DOI: 10.6084/m9.figshare.17038904.v1
title: Global chemical data assimilation of TROPOMI NO2

description: Netcdf4_classic<br>
DOI: 10.6084/m9.figshare.17038778.v1
title: Global chemical data assimilation of TROPOMI NO2

description: Netcdf4_classic
DOI: 10.6084/m9.figshare.17038388.v1
title: Global chemical data assimilation of TROPOMI NO2

description: Netcdf4_classic
DOI: 10.6084/m9.figshare.17040323
title: DATASET S1. from MYC Regulates metabolism through vesicular transfer of glycolytic kinases

description: Regulated_proteins copy 3.xls
DOI: 10.5281/zenodo.4395448
title: RW-OLHWDB

description: Regularly Written Chinese Characters from 20 different writers and about 2000 classes.
DOI: 10.6084/m9.figshare.17040351
title: R code to recreate the example in Section 5 of "Prestress behaviour and ductility requirements in structures: solutions from a unified algebraic approach"

description: This file contains the R code that has been used to the construction of the model of the Frame, to solve all the problems, and to draw all the figures of these solutions, as presented in Section 5. The file was extracted from the original *.Rnw file that contains both the LaTeX and the R code that generates the entire paper.
DOI: 10.6084/m9.figshare.17040351.v1
title: R code to recreate the example in Section 5 of "Prestress behaviour and ductility requirements in structures: solutions from a unified algebraic approach"

description: This file contains the R code that has been used to the construction of the model of the Frame, to solve all the problems, and to draw all the figures of these solutions, as presented in Section 5. The file was extracted from the original *.Rnw file that contains both the LaTeX and the R code that generates the entire paper.
DOI: 10.15129/6d483da1-0678-403c-be63-011f9ecd77f0
title: Data for: "Floquet solitons and dynamics of periodically driven matter waves with negative effective mass"

description: The experimental data for figures 1,2,3,4 in publication "Floquet solitons and dynamics of periodically driven matter waves with negative effective mass".
DOI: 10.5281/zenodo.5709921
title: RW-OLHWDB

description: Regularly Written Chinese Characters from 20 different writers and about 2000 classes.
DOI: 10.5281/zenodo.4395447
title: RW-OLHWDB

description: Regularly Written Chinese Characters from 20 different writers and about 2000 classes.
DOI: 10.5281/zenodo.5709883
title: Numerical simulations of singular radiative fields in scattering media with refraction

description: Monte-Carlo radiative transport simulation results along with the source code and auxiliary software
DOI: 10.5281/zenodo.5709882
title: Numerical simulations of singular radiative fields in scattering media with refraction

description: Monte-Carlo radiative transport simulation results along with the source code and auxiliary software
DOI: 10.17632/hphn2m6r27.1
title: Bivalves rapidly repair shells damaged by fatigue and bolster strength

description: Mollusk shells defend against repeated traumas and have the capacity to repair and respond to this damage. Using the California mussel, Mytilus californianus, as a model system, we investigated mussel's ability to repair after experiencing repeated compressive loads. Specifically, we compressed mussels for 15 cycles and allowed them 0, 1, 2, or 4 weeks to recover. After the recovery duration, we either measured the shell's strength or inspected it using light and fluorescence microscopy for evidence of fracture and repair. We compared the fatigued shells with a group of non-experimentally-fatigued control shells.

The results of these experiments are documented in Craneetal_2021_Mussel.csv, which provides metadata about each mussel, the fatigue treatment, and its final strength; Craneetal_2021_FatigueCycles.csv, which reports summary data from the initial fatigue treatment; and Craneetal_2021_MicroscopySummary.csv, which summarized the microscopy results. Further details of the contents and organization of each spreadsheet are reported in the respective README files.

The R code to recreate all figures and analyses in the associated manuscript is included as well: Craneetal_2021_AnalysesandFigures.R
DOI: 10.5281/zenodo.5708627
title: msd-errors - LLZO simulation trajectories

description: Simulation trajectories at a range of temperatures of LLZO, produced using MetalWalls.
DOI: 10.5281/zenodo.5709908
title: BioVAE: a pre-trained latent variable language model for biomedical text mining

description: We release BioVAE, the first large-scale pre-trained latent variable language model for the biomedical domain, which uses the OPTIMUS framework to train on large volumes of biomedical text.
DOI: 10.5281/zenodo.5708626
title: msd-errors - LLZO simulation trajectories

description: Simulation trajectories at a range of temperatures of LLZO, produced using MetalWalls.
DOI: 10.6084/m9.figshare.17040368.v1
title: Supplementary Table 2

description: Human Lipoprotein Signalling & Cholesterol Metabolism RT² Profiler™ PCR array data post TAM and AP treatment. Fold-regulation represents fold-change results in a biologically meaningful way. Fold-regulation values &gt; 1 indicate positive- or up-regulation, and fold-regulation values &lt; 1 indicate negative or down-regulation in comparison to untreated control. Fold-regulation values &gt; 2 are indicated in red and fold-regulation values &lt; -2 are indicated in blue.
DOI: 10.6084/m9.figshare.17040368
title: Supplementary Table 2

description: Human Lipoprotein Signalling & Cholesterol Metabolism RT² Profiler™ PCR array data post TAM and AP treatment. Fold-regulation represents fold-change results in a biologically meaningful way. Fold-regulation values &gt; 1 indicate positive- or up-regulation, and fold-regulation values &lt; 1 indicate negative or down-regulation in comparison to untreated control. Fold-regulation values &gt; 2 are indicated in red and fold-regulation values &lt; -2 are indicated in blue.
DOI: 10.6084/m9.figshare.17040359
title: Supplementary Table 1

description: Human Cancer Drug Resistance RT² Profiler™ PCR array data post TAM and AP treatment. Fold-regulation represents fold-change results in a biologically meaningful way. Fold-regulation values &gt; 1 indicate positive- or up-regulation, and fold-regulation values &lt; 1 indicate negative or down-regulation in comparison to untreated control. Fold-regulation values &gt; 2 are indicated in red and fold-regulation values &lt; -2 are indicated in blue.
DOI: 10.6084/m9.figshare.17040359.v2
title: Supplementary Table 1

description: Human Cancer Drug Resistance RT² Profiler™ PCR array data post TAM and AP treatment. Fold-regulation represents fold-change results in a biologically meaningful way. Fold-regulation values &gt; 1 indicate positive- or up-regulation, and fold-regulation values &lt; 1 indicate negative or down-regulation in comparison to untreated control. Fold-regulation values &gt; 2 are indicated in red and fold-regulation values &lt; -2 are indicated in blue.
DOI: 10.6084/m9.figshare.17040359.v1
title: Supplementary Table 1

description: Human Cancer Drug Resistance RT² Profiler™ PCR array data post TAM and AP treatment. Fold-regulation represents fold-change results in a biologically meaningful way. Fold-regulation values &gt; 1 indicate positive- or up-regulation, and fold-regulation values &lt; 1 indicate negative or down-regulation in comparison to untreated control. Fold-regulation values &gt; 2 are indicated in red and fold-regulation values &lt; -2 are indicated in blue.
DOI: 10.5281/zenodo.5709993
title: BioVAE: a pre-trained latent variable language model for biomedical text mining

description: We release BioVAE, the first large-scale pre-trained latent variable language model for the biomedical domain, which uses the OPTIMUS framework to train on large volumes of biomedical text. This version contains the encoder parts of the pre-trained models for text mining tasks such as named entity recognition or relation extraction. Explanation of each file: pm-full-lt32-beta00: latent_size = 32, beta=0.0 pm-full-lt32-beta05: latent_size = 32, beta=0.5 pm-full-lt768-beta00: latent_size = 768, beta=0.0 pm-full-lt768-beta05: latent_size = 768, beta=0.5
DOI: 10.25721/k20s-hf75
title: 4_01 - Organisation générale : Correspondance préparatoire (19 lettres; du 30/04/46 au 11/08/46
DOI: 10.25721/mkrb-3k15
title: 4_02 - Organisation générale: notes bibliographiques
DOI: 10.25721/hamg-n275
title: 4_03 - Organisation générale : carte de la Haute-Loire : une gravure format paysage 35 x 26; XIXe s.
DOI: 10.25721/6q99-fa91
title: 4_04 - Organisation générale : notes préparatoires
DOI: 10.25721/me3k-mq08
title: 4_05 - Clôture : courriers de 1946 antérieurs à la mission (du 30 août 1946 au 30 décembre 46)
DOI: 10.25721/5qxr-cn57
title: 4_06 - Clôture : courriers de 1947
DOI: 10.25721/0phy-tr79
title: 4_07 - Clôture : Conférences « Musiques de Haute-Loire et du Pays Basque » de Claudie Marcel-Dubois le 23 juin 1948 au Musée de l’Homme et annonce de la conférence au MNATP pour 17h30
DOI: 10.25721/yfyv-8c39
title: 4_08 - Clôture : conférence (sans date; CMD et MPA)
DOI: 10.25721/rqf7-aj42
title: 4_09 - Clôture : notes diverses manuscrites
DOI: 10.25721/cxb1-bf46
title: 4_10 - Enquête de terrain : Journal de route
DOI: 10.5281/zenodo.5585701
title: Multi-domain and Explainable Prediction of Changes in Web Vocabularies (code & data)

description: This deposit contains supplementary code & data for the paper 'Multi-domain and Explainable Prediction of Changes in Web Vocabularies' (K-CAP 2021). Web vocabularies (WV) have become a fundamental tool for structuring Web data: over 10 million sites use structured data formats and ontologies to markup content. Maintaining these vocabularies and keeping up with their changes are manual tasks with very limited automated support, impacting both publishers and users. Existing work shows that machine learning can be used to reliably predict vocabulary changes, but on specific domains (e.g. biomedicine) and with limited explanations on the impact of changes (e.g. their type, frequency, etc.). In this paper, we describe a framework that uses various supervised learning models to learn and predict changes in versioned vocabularies, independent of their domain. Using well-established results in ontology evolution we extract domain-agnostic and human-interpretable features and explain their influence on change predictability. Applying our method on 139 WV from 9 different domains, we find that ontology structural and instance data, the number of versions, and the release frequency highly correlate with predictability of change. These results can pave the way towards integrating predictive models into knowledge engineering practices and methods.
DOI: 10.5281/zenodo.5585700
title: Multi-domain and Explainable Prediction of Changes in Web Vocabularies (code & data)

description: This deposit contains supplementary code & data for the paper 'Multi-domain and Explainable Prediction of Changes in Web Vocabularies' (K-CAP 2021). Web vocabularies (WV) have become a fundamental tool for structuring Web data: over 10 million sites use structured data formats and ontologies to markup content. Maintaining these vocabularies and keeping up with their changes are manual tasks with very limited automated support, impacting both publishers and users. Existing work shows that machine learning can be used to reliably predict vocabulary changes, but on specific domains (e.g. biomedicine) and with limited explanations on the impact of changes (e.g. their type, frequency, etc.). In this paper, we describe a framework that uses various supervised learning models to learn and predict changes in versioned vocabularies, independent of their domain. Using well-established results in ontology evolution we extract domain-agnostic and human-interpretable features and explain their influence on change predictability. Applying our method on 139 WV from 9 different domains, we find that ontology structural and instance data, the number of versions, and the release frequency highly correlate with predictability of change. These results can pave the way towards integrating predictive models into knowledge engineering practices and methods.
DOI: 10.25721/ynzc-bk69
title: 4_11 - Enquête de terrain : Questionnaires d'enquête