cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.22021/bcldntz201702
title: The Linked Open British National Bibliography – Forthcoming Books. 2017-02  – N-Triples
DOI: 10.22021/bcldrdfz201702
title: The Linked Open British National Bibliography – Forthcoming Books. 2017-02 – RDF/XML
DOI: 10.22021/lodbnb3
title: The Linked Open British National Bibliography – Forthcoming Books
DOI: 10.5281/zenodo.14143
title: Powertac 2014-06 Demo 131-140

description: Log and boot files of games 131 - 140
DOI: 10.5281/zenodo.14144
title: Powertac 2014-06 Demo 140-149

description: Log and boot files of games 140 - 149
DOI: 10.5281/zenodo.14145
title: Powertac 2014-06 Demo 150-159

description: Log and boot files of games 150-159
DOI: 10.5281/zenodo.14146
title: Powertac 2014-06 Demo 160-165

description: Log and boot files of games 160 - 165
DOI: 10.5281/zenodo.22697
title: Memoria Verbal Inmediata Y Conciencia Fonológica En Niños De 5 Años De Una Institución Educativa Inicial De Bellavista

description: La matriz de datos contiene las siguientes variables: Género, Memoria Verbal inmediata, Conciencia fonológica, Conciencia Léxica, Conciencia Fonémica, Conciencia Silábica y 120 casos.
description: Base de datos SPSS de la tesis. Programa de Maestría para Docentes de la Región Callao. Escuela de Postgrado.
DOI: 10.5281/zenodo.22698
title: Estilos De Liderazgo De Los Docentes Del Nivel Secundaria De Una Institución Educativa Del Distrito De La Perla - Callao

description: La matriz de datos contiene las siguientes variables: Alumnos, Curso, Profesor, Género del docente, Edad del docente, Condición laboral, Tiempo de servicio, Cargo docente, Formación universitaria, Capacitación en liderazgo y gestión, Grado, Sección, Grado y sección, Género, Edad, Estilos de liderazgo, Transaccional y 90 casos.
description: Base de datos SPSS de la tesis. Programa de Maestría para Docentes de la Región Callao. Escuela de Postgrado.
DOI: 10.5281/zenodo.22699
title: Estilos De Liderazgo De Los Docentes Del Nivel Secundaria De Una Institución Educativa Del Distrito De La Perla - Callao - Profesores

description: La matriz de datos contiene las siguientes variables: Profesores, Especialidad, Profesor, Grado, Nivel magisterial, Género, Edad. Condición laboral, Tiempo de servicios, Cargo docente, Entidad formadora, Titulación, Capacitación liderazgo, Estilos de liderazgo, Transformacional, Transaccional y 18 casos.
description: Base de datos SPSS de la tesis. Programa de Maestría para Docentes de la Región Callao. Escuela de Postgrado.
DOI: 10.5281/zenodo.22700
title: Habilidades Metafonológicas Y Escritura Reproductiva En Alumnos De Tercero De Primaria De Dos Instituciones Educativas Públicas Del Callao

description: La matriz de datos contiene las siguientes variables: Sexo, Edad, Institución educativa, Habilidades metafonológicas, y 96 casos.
description: Base de datos SPSS de la tesis. Programa de Maestría para Docentes de la Región Callao. Escuela de Postgrado.
DOI: 10.5281/zenodo.22701
title: Habilidades De Pre Cálculo Según Género En Estudiantes De 5 Años De Una Institución Educativa Inicial Del Cercado - Callao

description: La matriz de datos contiene las siguientes variables: Género, Habilidades de pre-cálculo y 100 casos.
description: Base de datos SPSS de la tesis. Programa de Maestría para Docentes de la Región Callao. Escuela de Postgrado.
DOI: 10.5281/zenodo.22702
title: Percepción De Docentes Y Estudiantes Sobre El Currículo De Estudios De Una Universidad Privada De Lima

description: La matriz de datos contiene las siguientes variables: Docentes, Mención, Sexo, Edad, Percepción de docentes, Estudiantes sobre el currículo, Asignaturas estructuradas e integradas, Asignatura de formación investigativa, Actividades académicas de mayor énfasis y 20 casos.
description: Base de datos SPSS de la tesis. Programa de Maestría para Docentes de la Región Callao. Escuela de Postgrado.
DOI: 10.5281/zenodo.22703
title: Niveles De Comprensión Lectora En Alumnos Del Quinto Grado De Primaria De Una Institución Educativa De Bellavista - Callao

description: La matriz de datos contiene las siguientes variables: Edad, Género, Secciones, Comprensión lectora, Nivel literal, Nivel inferencial, Nivel criterial, Nivel reorganziación y 85 casos.
description: Base de datos SPSS de la tesis. Programa de Maestría para Docentes de la Región Callao. Escuela de Postgrado.
DOI: 10.5281/zenodo.22704
title: Actitud Del Docente De Primaria Respecto A La Educación Inclusiva, En Tres Instituciones Educativas De Ventanilla

description: La matriz de datos contiene las siguientes variables: Edad, Sexo, Institución educativa, Información sobre integración escolar, Diagnóstico alumnos integrados, Actitud docente y 67 casos.
description: Base de datos SPSS de la tesis. Programa de Maestría para Docentes de la Región Callao. Escuela de Postgrado.
DOI: 10.5281/zenodo.376281
title: Mycelyso Streptomycete Demo Dataset

description: Example dataset for mycelyso [ https://github.com/modsim/mycelyso ].
DOI: 10.5281/zenodo.45080
title: Whole Body Golden Angle Radial Gradient Echo Mri Data

description: Raw k-space data from a continuously moving table, whole-body, golden angle radial MRI protocol. This data set was used to generate the images for the TRON (TRajectory Optimized Nufft) publication.

Data is in RA format (http://github.com/davidssmith/ra).
DOI: 10.5281/zenodo.45102
title: Early Onset Taad Cohort Logr Ratio And B Allele Frequency Data

description: Recurrent Rare Genomic Copy Number Variants and Bicuspid Aortic Valve Are Enriched in Early Onset Thoracic Aortic Aneurysms and Dissections

Abstract:

Thoracic Aortic Aneurysms and Dissections (TAAD) are a major cause of death in the United States. The spectrum of TAAD ranges from genetic disorders, such as Marfan syndrome, to sporadic isolated disease of unknown cause. We hypothesized that genomic copy number variants (CNVs) contribute causally to early onset TAAD (ETAAD). We conducted a genome-wide SNP array analysis of ETAAD patients of European descent who were enrolled in the National Registry of Genetically Triggered Thoracic Aortic Aneurysms and Cardiovascular Conditions (GenTAC). Genotyping was performed on the Illumina Omni-Express platform, using PennCNV, Nexus and CNVPartition for CNV detection. ETAAD patients (n = 108, 100% European American, 28% female, average age 20 years, 55% with bicuspid aortic valves) were compared to 7013 dbGAP controls without a history of vascular disease using downsampled Omni 2.5 data. For comparison, 805 sporadic TAAD patients with late onset aortic disease (STAAD cohort) and 192 affected probands from families with at least two affected relatives (FTAAD cohort) from our institution were screened for additional CNVs at these loci with SNP arrays. We identified 47 recurrent CNV regions in the ETAAD, FTAAD and STAAD groups that were absent or extremely rare in controls. Nine rare CNVs that were either very large (&gt;1 Mb) or shared by ETAAD and STAAD or FTAAD patients were also identified. Four rare CNVs involved genes that cause arterial aneurysms when mutated. The largest and most prevalent of the recurrent CNVs were at Xq28 (two duplications and two deletions) and 17q25.1 (three duplications). The percentage of individuals harboring rare CNVs was significantly greater in the ETAAD cohort (32%) than in the FTAAD (23%) or STAAD (17%) cohorts. We identified multiple loci affected by rare CNVs in one-third of ETAAD patients, confirming the genetic heterogeneity of TAAD. Alterations of candidate genes at these loci may contribute to the pathogenesis of TAAD.
DOI: 10.5281/zenodo.45104
title: The Gold Oa Landscape 2011-2014

description: Dataset used for The Gold OA Landscape 2011-2014 (http://www.lulu.com/content/paperback-book/the-gold-oa-landscape-2011-2014/17264390). One row for each journal in the Directory of Open Access Journals as of June 15, 2015 that I was able to analyze fully, including grades and subgrades, article counts for 2014, 2013, 2012 and 2011, article processing charges (if any), broad subject and area, and country. In all, 9,824 journal rows. The second worksheet describes the data elements.
DOI: 10.5281/zenodo.45114
title: 3D Matching Of Resource Vision Tracking Trajectories

description: Three dimensional (3D) paths of resources, have been proposed in construction management, as an efficient way for measuring labor productivity. These paths, are extracted either by using sensors such as Global Positioning System (GPS), Radio Frequency Identification (RFID), and Ultra-wideband (UWB), or based on cameras placed at jobsites for surveillance purposes. However, the tag based methods are seriously limited by privacy conflicts since they are not welcome from the personnel. On the other hand, the computer vision based methods have not achieved full automation in measuring labour productivity because they require prior knowledge of the type of tasks performed in specific working zones. This is associated with the lack of depth information. For this purpose, this paper proposes a computationally efficient computer vision method for matching construction workers across different frames. Entity matching, is a process that corresponds to a compulsory step prior to the calculation of the 3D position. The proposed matching method, is based on epipolar geometry, template and motion similarity features. The main result of this process, is to provide a method for the acquisition of the 3D paths that compose the detailed profile of a construction activity in terms of both time and space.
DOI: 10.5281/zenodo.22705
title: Organización Perceptiva Y Escritura Cursiva En Primer Grado De Primaria De Tres Instituciones Educativas Del Callao

description: La matriz de datos contiene las siguientes variables: Edad, Género, Organización perceptiva, Calidad caligráfica de la escritura cursiva, Velocidad de ejecución, Calidad de copia y 112 casos.
description: Base de datos SPSS de la tesis. Programa de Maestría para Docentes de la Región Callao. Escuela de Postgrado.
DOI: 10.5281/zenodo.22706
title: Programa Para El Desarrollo De Las Habilidades De Observación Y Experimentación En Estudiantes Del Segundo Grado - Callao

description: La matriz de datos contiene las siguientes variables: Grupo, Entrada, Salida, Habilidades científicas, Observar, experimentar, y 27 casos.
description: Base de datos SPSS de la tesis. Programa de Maestría para Docentes de la Región Callao. Escuela de Postgrado.
DOI: 10.5281/zenodo.22707
title: Comprensión Lectora, Según Género, En Alumnos Del Sexto Grado De Una Institución Educativa Del Distrito Del Callao

description: La matriz de datos contiene las siguientes variables: Género, Turno, Grado, Comprensión lectora, Reorganización de la información, Comprensión inferencial, Comprensión crítica, Dimensión literal, Dimensión reorganizacional, Dimensión inferencial, Dimensión criterial y 120 casos.
description: Base de datos SPSS de la tesis. Programa de Maestría para Docentes de la Región Callao. Escuela de Postgrado.
DOI: 10.5281/zenodo.22708
title: Data Set For Intelligence 2015

description: Fields of the dataset: Case, Aboriginal, FstSAWeighted, Megathermal, HDI, Country, Muslim, Quadrangle, AbsLat, Longitude, CCA, Regions, TFR, Data, LDC, FSTxHDI
description: Base de datos SPSS de la tesis. Programa de Maestría para Docentes de la Región Callao. Escuela de Postgrado.
DOI: 10.5281/zenodo.22823
title: Vascularsmoothmusclecells

description: This is example of VascularSmoothMuscleCells， including cell, filter result and canny edge results. contour of cell was overlapped.
DOI: 10.5281/zenodo.23012
title: Sleep Does Not Cause False Memories On The Deese-Roediger-Mcdermott Paradigm Nor On A Story-Based Test Of Suggestibility

description: Dataset from: van Rijn et al. (2015). Sleep Does Not Cause False Memories on the Deese-Roediger-McDermott Paradigm nor on a Story-Based Test of Suggestibility.

Both DRM and GSS data are included.
DOI: 10.5281/zenodo.23388
title: Diffraction Images For Crystals Of The Roseobacter Denitrificans Nitric Oxide Reductase (Pdb Code 4Xyd)

description: X-ray diffraction images corresponding to the dataset from which pdb entry 4XYD was refined.

Data was collected at the ESRF.

The paper describing the structure is:

Structure of the membrane-intrinsic nitric oxide reductase from Roseobacter denitrificans

Allister Crow, Yuji Matsuda, Hiroyuki Arata, and Arthur Oubrie

doi 10.1021/acs.biochem.6b00332
DOI: 10.5281/zenodo.23441
title: Vsmc Dimensions

description: measurementof VSMCs dimension,
description: orientation is originally from Matlab,should be converted into VSMCs defined angle.
DOI: 10.5281/zenodo.45128
title: Moca: An Efficient Memory Trace Collection System, Experiments Raw Traces

description: Raw traces generated for preliminary experiment of  the article "Moca: An efficient Memory trace collection system" submitted at HPDC'16.

 

Download and extract the raw.tgz archive, then go to the hpdc directory, download and extract all the other archives inside it.

 

<strong>Warning:</strong> there are about 80 Gib of raw traces
DOI: 10.5281/zenodo.45167
title: Figure_4_Model_Data

description: The results of simulating the experiment by Chong et al. 

Use the smbl for information about the data in the lm file. The lm file can be opened with hdf5 viewer
DOI: 10.5281/zenodo.45168
title: Figure_5_Model_Data

description: The data and smbl file used for Figure 5. Use the smbl file for information pertaining to the lm file. The lm file is a hdf5.
DOI: 10.5281/zenodo.45178
title: Fig_6_And_7_Model_Data

description: Use the smbl to determine which reactions are which in the lm file, use the lm file to determine the actual rates used for that dataset. The lm file is a hdf5 file generated by lattice microbes.
DOI: 10.5281/zenodo.45196
title: Figure_8_Model_Data

description: The smbl file will give you the specifics of the model. The lm file was generated with lattice microbes, it is in hdf5 format. This is the data that was used in the manuscript.
DOI: 10.5281/zenodo.45198
title: Figure_9_Model_Data

description: Supercoiling domain 1 from figure 8 with gene #1 inhibited. The data is in the lm file which is an hdf5 file. Use the smbl file for the specifics of the different reactions.
DOI: 10.22021/bbldntz201703
title: The Linked Open British National Bibliography – Books. 1950/2017-03 – N-Triples
DOI: 10.5281/zenodo.16639
title: Meg Dataset For The Article "Meg Signature Of Social Conformity: Evidence From Evoked And Induced Responses"

description: The data set contains averaged MEG measurements of the event-related fields and 3d reconstructions of individual cortical surfaces. Data analysis was performed with Brainstorm (Tadel et al. 2011), which is documented and freely available for download online under the GNU general public license (http://neuroimage.usc.edu/brainstorm). The data is organized in brainstorm database format and can be imported directly using Brainstorm software. The participant's identities are encoded, individual facial features are blurred and  any other personal information is also removed from the data.
DOI: 10.5281/zenodo.23442
title: Dimensions Of Vsmcs

description: measurement of VSMCs dimensions in matlab data
description: orientation is originally from matlab, converted into VSMCs defined orientation is required
DOI: 10.5281/zenodo.27341
title: Cumulative Plos Alm Report - August 2015

description: Article-Level Metrics (ALM) measure the reach and online engagement of scholarly works. This PLOS ALM report contains the cumulative stats collected for all works through August 10, 2015. Data are generated by the Lagotto open source software. Go to the Lagotto forum for questions or comments.
DOI: 10.5281/zenodo.27364
title: Dynamism, Urgency, And Scale Dataset

description: Dataset used in Rinde R.S. van Lon and Tom Holvoet, <em>Towards systematic evaluation of multi-agent systems in large scale and dynamic logistics</em>. PRIMA 2015: Principles and Practice of Multi-Agent Systems, (2015).
DOI: 10.5281/zenodo.28232
title: Fwf-Förderungsstatistiken 2009-2014

description: Zusammenstellung der Förderdaten aus den Jahresberichten des FWF als Längsschnittdaten 2009-2014

Compilation of funding statistics from FWF's annual reports as longitudinal data from 2009-2014.
DOI: 10.5281/zenodo.439610
title: Moma Collection - Automatic Monthly Update

description: Temporary Description
DOI: 10.5281/zenodo.45101
title: Dataset For Paper "Investigation Of Convective Transport In The So-Called 'Gas Diffusion Layer' Used In Polymer Electrolyte Fuel Cell"

description: Dataset containing all data for figures and supplemental material for the paper:<br>
Investigation of convective transport in the porous media of a fuel cell-like system

O. Beruski, T. Lopes, A. R. Kucernak and J. Perez.
DOI: 10.5281/zenodo.45271
title: Data Set For Theh Paper "Recovery Of Polymer Electrolyte Fuel Cell Exposed To Sulfur Dioxide" Doi:10.1016/J.Ijhydene.2016.01.077

description: This Excel file contains the data from the following publication

<br>
Biraj Kumar Kakatia, Anusree Unnikrishnan, Natarajan Rajalakshmi, RI Jafri, KS Dhathathreyan, Anthony RJ Kucernak

Recovery of Polymer Electrolyte Fuel Cell exposed to sulfur dioxideInternational Journal of Hydrogen Energy

2016

DOI:10.1016/j.ijhydene.2016.01.077
DOI: 10.5281/zenodo.45273
title: Programmatic Animations - Performance Data

description: The data required to reproduce statistical tests reported in the paper "An empirical study of programming paradigms for animation". 

For information about the individual solutions produced during the study please contact us.
DOI: 10.5281/zenodo.45297
title: A Convex Hull Formulation For The Design Of Optimal Mixtures

description: The files contain some of the formulations implemented in GAMS for this publication. All problems are solved in GAMS version 24.2.3 and are run on a single core of a dual 6 core Intel Xeon X5675 machine at 3.07 GHz.

Supplementary files can be found at: <em>https://zenodo.org/record/35234</em>
DOI: 10.5281/zenodo.45303
title: Top Topics From Word2Vec Run Of Efsa Outputs

description: List of neural word embeddings extracted from EFSAs outputs and their closest neighbours, which have  a distance  &lt; 0.3 to the original word.

These group of words form a congruent groups which for a human seems to represent a topic.
DOI: 10.5281/zenodo.45329
title: Prokaryotic Tfbs Dataset

description: A collection of prokaryotic transcription factor binding site motifs gleaned from the CollecTF, MtbRegList, RegTransBase, RegulonDB, DBTBS, and CoryneRegNet databases.  Motifs filtered for &gt;= 10 sites, &gt; 5 bits information content.
description: Thanks to Sefa Kilic for assistance with collection.
DOI: 10.5281/zenodo.45363
title: Data Licences And Organization Type Of Contributors To The Global Biodiversity Information Facility As Of 19 January 2016

description: Data from the Global Biodiversity Information Facility were extracted using R (version 3.2.0) on 9 July 2015 using the rgbif package (version 0.9.0) (Chamberlain, S., Ram, K., Barve, V. & Mcglinn, D. (2015) Package ‘rgbif’: Interface to the Global 'Biodiversity' Information Facility 'API' http://cran.r-project.org/web/packages/rgbif/rgbif.pdf). The ‘rights’ statements was extracted for all occurrence datasets with one or more observations. A total of 12,458  datasets were extracted, but only about 11% of the datasets have an explicit data-useage-rights statement at the dataset level. However, some datasets use the occurrence level ‘rights’ and ‘accessRights’ fields. To extract these data the rights information was obtained from the first record of each dataset where a rights statement was missing at the dataset level.

The datasets were categorized into 13 different types depending on the origin of the observations.


	Biodiversity Information Facility or data centre
	Botanical Garden or Herbarium
	Citizen science
	Commercial
	Data publisher
	Educational
	Government
	Museum
	Network
	Parks Authority or Nature Reserve
	Research institution
	Society
	Foundations
description: {"references": ["Groom, Q., Weatherdon, L. and Geijzendorffer, I. R. (2017), Is citizen science an open science in the case of biodiversity observations?. J Appl Ecol, 54: 612\u2013617. doi:10.1111/1365-2664.12767"]}
DOI: 10.5281/zenodo.56160
title: Partnership And Dignity Datasheet

description: Data from a survey of community health workers
DOI: 10.5281/zenodo.56198
title: Im2Latex-100K ,  Arxiv:1609.04938

description: A prebuilt dataset for OpenAI's task for image-2-latex system. Includes total of ~100k formulas and images splitted into train, validation and test sets. Formulas were parsed from LaTeX sources provided here: http://www.cs.cornell.edu/projects/kddcup/datasets.html(originally from  arXiv)

Each image is a PNG image of fixed size. Formula is in black and rest of the image is transparent.

For related tools (eg. tokenizer) check out this repository: https://github.com/Miffyli/im2latex-dataset<br>
For pre-made evaluation scripts and built im2latex system check this repository: https://github.com/harvardnlp/im2markup

<strong>Newlines used in <em>formulas_im2latex.lst </em>are UNIX-style newlines (\n). Reading file with other type of newlines results to slightly wrong amount of lines (104563 instead of 103558), and thus breaks the structure used by this dataset. Python 3.x reads files using newlines of the running system by default, and to avoid this file must be opened with newlines</strong><strong>="\n" (eg. open("formulas_im2latex.lst", newline="\n")).</strong>
DOI: 10.5281/zenodo.825222
title: Data For: Wikipedia As A Gateway To Biomedical Research

description: Wikipedia has been described as a gateway to knowledge. However, the extent to which this gateway ends at Wikipedia or continues via supporting citations is unknown. This dataset was used to establish benchmarks for the relative distribution and referral (click) rate of citations, as indicated by presence of a Digital Object Identifier (DOI), from Wikipedia with a focus on medical citations.

This data set includes for each day in August 2016 a listing of all DOI present in the English language version of Wikipedia and whether or not the DOI are biomedical in nature. Source Code for these data are available at: Ryan Steinberg. (2017, July 9). Lane-Library/wiki-extract: initial Zenodo/DOI release. Zenodo. http://doi.org/10.5281/zenodo.824813

This dataset also includes a listing from Crossref of URL decoded DOIs that were referred from Wikipedia in August 2016 (Wikipedia_referred_DOI). Source code for these data sets is available at: Joe Wass. (2017, July 4). CrossRef/logppj: Initial DOI registered release. Zenodo. http://doi.org/10.5281/zenodo.822636
DOI: 10.13012/b2idb-1065549_v1
title: Language values for DataCite dataset records

description: This dataset was extracted from a set of metadata files harvested from the DataCite metadata store (http://search.datacite.org/ui) during December 2015.  Metadata records for items with a resourceType of dataset were collected.  1,647,949 total records were collected.

This dataset contains four files:

1) readme.txt:  a readme file.
2) language-results.csv:  A CSV file containing three columns: DOI, DOI prefix, and language text contents
3) language-counts.csv:  A CSV file containing counts for unique language text content values.
4) language-grouped-counts.txt: A text file containing the results of manually grouping these language codes.
DOI: 10.13012/b2idb-4803136_v1
title: Version values for DataCite dataset records

description: This dataset was extracted from a set of metadata files harvested from the DataCite metadata store (https://search.datacite.org/ui) during December 2015.  Metadata records for items with a resourceType of dataset were collected.  1,647,949 total records were collected.

This dataset contains three files:

1) readme.txt: A readme file.
2) version-results.csv:  A CSV file containing three columns: DOI, DOI prefix, and version text contents
3) version-counts.csv:  A CSV file containing counts for unique version text content values.
DOI: 10.22021/bbldntz201706
title: The Linked Open British National Bibliography – Books. 1950/2017-06 – N-Triples
DOI: 10.22021/bbldrdfz201703
title: The Linked Open British National Bibliography – Books. 1950/2017-03 – RDF/XML