cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4701763
title: SoMeSci - Software Mentions in Science

description: "SoMeSci - Software Mentions in Science" is a gold standard knowledge graph of software mentions in scholarly articles created by manual annotation. The annotated articles are also available from https://github.com/dave-s477/SoMeSci/ Beside the original SoMeSci gold standard data, this version contains annotations of all software related citations. Annotated citations are also available from Github: https://github.com/dave-s477/SoMeSci_Citation
DOI: 10.5281/zenodo.4701764
title: SoMeSci - Software Mentions in Science

description: "SoMeSci - Software Mentions in Science" is a gold standard knowledge graph of software mentions in scholarly articles created by manual annotation. The annotated articles are also available from https://github.com/dave-s477/SoMeSci/
DOI: 10.5281/zenodo.8100213
title: SoMeSci - Software Mentions in Science

description: "SoMeSci - Software Mentions in Science" is a gold standard knowledge graph of software mentions in scholarly articles created by manual annotation. The annotated articles are also available from https://github.com/dave-s477/SoMeSci/ Beside the original SoMeSci gold standard data, this version contains annotations of all software related citations. Annotated citations are also available from Github: https://github.com/dave-s477/SoMeSci_Citation
DOI: 10.6084/m9.figshare.23616822
title: datasets.xlsx

description: The datasets are adopted to graph the GDP growth rates of different countries and measure the corresponding output elasticity coefficients of manufacturing subindustries and the national economy in China.
DOI: 10.17632/x9fpc9w7wh.1
title: Experimental Data for the preprint "Diagonal Partitioning Strategy Using Bisection of Rectangles and a Novel Sampling Scheme"

description: This data is used as the basis for the following preprint: N. Guessoum et al. "Diagonal Partitioning Strategy Using Bisection of Rectangles and a Novel Sampling Scheme".   Here we experimentally investigated a modification suggested to the recently introduced  BIRECT (BIsection of RECTangles) algorithm.  A new deterministic approach, named BIRECT-V algorithm (where V stands for vertices), combines bisection with sampling on diagonal vertices. Also, a new variation of the BIRECT-V algorithm, called BIRECT-Vl is also introduced.  This data set contains the results of these experiments, the original source codes for the BIRECT-V algorithm used in the experiments, as well as the scripts used for evaluating the results would be available in a future version.
First, We applied both algorithms to several well-known test problems using from the literature, obtaining data1, data4, and data6. Second, we modified the optimization domain for certain functions, and obtained dataset 2, 3, and 5. These results were compared to the original BIRECT, BIRECT-l, DIRECT, and DIRECT-l.
DOI: 10.17632/x9fpc9w7wh.2
title: Experimental Data for the preprint "Diagonal Partitioning Strategy Using Bisection of Rectangles and a Novel Sampling Scheme"

description: This data is used as the basis for the following preprint: N. Guessoum et al. "Diagonal Partitioning Strategy Using Bisection of Rectangles and a Novel Sampling Scheme".   Here we experimentally investigated a modification suggested to the recently introduced  BIRECT (BIsection of RECTangles) algorithm.  A new deterministic approach, named BIRECT-V algorithm (where V stands for vertices), combines bisection with sampling on diagonal vertices. Also, a new variation of the BIRECT-V algorithm, called BIRECT-Vl is also introduced.  This data set contains the results of these experiments, the original source codes for the BIRECT-V algorithm used in the experiments, as well as the scripts used for evaluating the results would be available in a future version.
First, We applied both algorithms to several well-known test problems using from the literature, obtaining data1, data4, and data6. Second, we modified the optimization domain for certain functions, and obtained dataset 2, 3, and 5. These results were compared to the original BIRECT, BIRECT-l, DIRECT, and DIRECT-l.
DOI: 10.17632/x9fpc9w7wh.3
title: Experimental Data for the preprint "Diagonal Partitioning Strategy Using Bisection of Rectangles and a Novel Sampling Scheme"

description: This data is used as the basis for the following preprint: N. Guessoum et al. "Diagonal Partitioning Strategy Using Bisection of Rectangles and a Novel Sampling Scheme".   Here we experimentally investigated a modification suggested to the recently introduced  BIRECT (BIsection of RECTangles) algorithm.  A new deterministic approach, named BIRECT-V algorithm (where V stands for vertices), combines bisection with sampling on diagonal vertices. Also, a new variation of the BIRECT-V algorithm, called BIRECT-Vl is also introduced.  This data set contains the results of these experiments, the original source codes for the BIRECT-V algorithm used in the experiments, as well as the scripts used for evaluating the results would be available in a future version.
First, We applied both algorithms to several well-known test problems using from the literature, obtaining data1, data4, and data6. Second, we modified the optimization domain for certain functions, and obtained dataset 2, 3, and 5. These results were compared to the original BIRECT, BIRECT-l, DIRECT, and DIRECT-l.
DOI: 10.17632/k6g9p6p3sz.1
title: Research methodology for business and accounting students 

description: La investigación universitaria toma importancia con el paso de los días, donde cada vez es más riguroso, ya que implica la construcción de nuevos conocimientos tanto para la ciencia como para el uso cotidiano, en campos específicos. 
Es por esto que se debe seguir unos pasos (de aquí que sea sistemático) que faciliten la planificación de actividades, el control de los avances y toma de decisiones de cambio, concernientes al dinamismo de la investigación. 

Es importante tener en cuenta que muchos estudiantes ven como algo complicado, aburrido, difícil, entre otros calificativos, a la investigación, para lo que nos planteamos la posibilidad de que los temas investigados no tengan un valor agregado para los estudiantes, por lo que pierden el interés y finalmente, buscan otros caminos de trabajo o desarrollo profesional.  

En resumen, los pasos serían:
1. Selección del tema: Interesante para el autor, y que permita cerrar o mitigar una brecha de conocimiento.
2. Revisión de literatura: Cuando se tiene el tema se debe revisar de forma exhaustiva la literatura referente a este tema, para corroborar la existencia de la brecha de conocimiento.
3. Planteamiento del problema, pregunta de investigación, o hipótesis.
4. Diseño de la metodología de la investigación. Métodos o técnicas de recolección de información, entre otros.
5. Recopilación y análisis de datos: Encuestas, entrevistas, experimentos, análisis de documentos, para finalmente utilizar técnicas de estadísticas u otros métodos de análisis de data.
DOI: 10.17632/k6g9p6p3sz.2
title: Research methodology for business and accounting students 

description: La investigación universitaria toma importancia con el paso de los días, donde cada vez es más riguroso, ya que implica la construcción de nuevos conocimientos tanto para la ciencia como para el uso cotidiano, en campos específicos. 
Es por esto que se debe seguir unos pasos (de aquí que sea sistemático) que faciliten la planificación de actividades, el control de los avances y toma de decisiones de cambio, concernientes al dinamismo de la investigación. 

Es importante tener en cuenta que muchos estudiantes ven como algo complicado, aburrido, difícil, entre otros calificativos, a la investigación, para lo que nos planteamos la posibilidad de que los temas investigados no tengan un valor agregado para los estudiantes, por lo que pierden el interés y finalmente, buscan otros caminos de trabajo o desarrollo profesional.  

En resumen, los pasos serían:
1. Selección del tema: Interesante para el autor, y que permita cerrar o mitigar una brecha de conocimiento.
2. Revisión de literatura: Cuando se tiene el tema se debe revisar de forma exhaustiva la literatura referente a este tema, para corroborar la existencia de la brecha de conocimiento.
3. Planteamiento del problema, pregunta de investigación, o hipótesis.
4. Diseño de la metodología de la investigación. Métodos o técnicas de recolección de información, entre otros.
5. Recopilación y análisis de datos: Encuestas, entrevistas, experimentos, análisis de documentos, para finalmente utilizar técnicas de estadísticas u otros métodos de análisis de data.
DOI: 10.17632/k4gvdffhjg.1
title: Data for "Stroke lesion size – still a useful biomarker for stroke severity and outcome in times of high-dimensional models"

description: Prediction data and scripts. See the README file for additional information.
DOI: 10.17632/k4gvdffhjg.2
title: Data for "Stroke lesion size – still a useful biomarker for stroke severity and outcome in times of high-dimensional models"

description: Prediction data and scripts. See the README file for additional information.

Update v2: Hyperparameter optimisation procedures were revised for SVMs/SVRs and random forests.
DOI: 10.5281/zenodo.8100942
title: A thumbnail of 3D digitisation of traditional shoes

description: This file is a thumbnail of 3D digitisations of traditional, handcrafted dresses, shoes, handbags, and fabrics. These items are manufactured during the 21st century following traditional manufacturing methods and utilising designs and motifs from Greek antiquities. The 3D models were photogrammetrically captured.
DOI: 10.5281/zenodo.8100943
title: A thumbnail of 3D digitisation of traditional shoes

description: This file is a thumbnail of 3D digitisations of traditional, handcrafted dresses, shoes, handbags, and fabrics. These items are manufactured during the 21st century following traditional manufacturing methods and utilising designs and motifs from Greek antiquities. The 3D models were photogrammetrically captured.
DOI: 10.5281/zenodo.8099787
title: Images and 3D digitisations of articles of traditional attire

description: These files are 3D digitisations and images of those of traditional, handcrafted dresses, shoes, handbags, and fabrics. These items are manufactured during the 21st century following traditional manufacturing methods and utilising designs and motifs from Greek antiquities. The 3D models were photogrammetrically captured.
DOI: 10.5281/zenodo.8100829
title: Thumbnails of 3D digitisation of articles of traditional attire

description: These files are thumbnails of 3D digitisations of traditional, handcrafted dresses, shoes, handbags, and fabrics. These items are manufactured during the 21st century following traditional manufacturing methods and utilising designs and motifs from Greek antiquities. The 3D models were photogrammetrically captured.
DOI: 10.5281/zenodo.8100830
title: Thumbnails of 3D digitisation of articles of traditional attire

description: These files are thumbnails of 3D digitisations of traditional, handcrafted dresses, shoes, handbags, and fabrics. These items are manufactured during the 21st century following traditional manufacturing methods and utilising designs and motifs from Greek antiquities. The 3D models were photogrammetrically captured.
DOI: 10.5281/zenodo.8098818
title: Images of 3D digitisation of articles of traditional attire

description: These files are images digitisations of traditional, handcrafted dresses, shoes, handbags, and fabrics. These items are manufactured during the 21st century following traditional manufacturing methods and utilising designs and motifs from Greek antiquities. The 3D models were photogrammetrically captured. These images correspond to the 3D models in https://doi.org/10.5281/zenodo.8098709
DOI: 10.5281/zenodo.8098819
title: Images of 3D digitisation of articles of traditional attire

description: These files are images digitisations of traditional, handcrafted dresses, shoes, handbags, and fabrics. These items are manufactured during the 21st century following traditional manufacturing methods and utilising designs and motifs from Greek antiquities. The 3D models were photogrammetrically captured. These images correspond to the 3D models in https://doi.org/10.5281/zenodo.8098709
DOI: 10.5281/zenodo.8099786
title: Images and 3D digitisations of articles of traditional attire

description: These files are 3D digitisations and images of those of traditional, handcrafted dresses, shoes, handbags, and fabrics. These items are manufactured during the 21st century following traditional manufacturing methods and utilising designs and motifs from Greek antiquities. The 3D models were photogrammetrically captured.
DOI: 10.5281/zenodo.8098709
title: 3D digitisation of articles of traditional attire

description: These files are 3D digitisations of traditional, handcrafted dresses, shoes, handbags, and fabrics. These items are manufactured during the 21st century following traditional manufacturing methods and utilising designs and motifs from Greek antiquities. The 3D models were photogrammetrically captured.
DOI: 10.5281/zenodo.8098708
title: 3D digitisation of articles of traditional attire

description: These files are 3D digitisations of traditional, handcrafted dresses, shoes, handbags, and fabrics. These items are manufactured during the 21st century following traditional manufacturing methods and utilising designs and motifs from Greek antiquities. The 3D models were photogrammetrically captured.
DOI: 10.5281/zenodo.7860969
title: Photonic crystals with rainbow colors by centrifugation-assisted assembly of colloidal lignin nanoparticles

description: Source data (CSV files) associated with the publication titled <strong>Photonic crystals with rainbow colors by </strong><strong>centrifugation-assisted assembly </strong><strong>of colloidal lignin nanoparticles</strong>.
DOI: 10.5281/zenodo.7860968
title: Photonic crystals with rainbow colors by centrifugation-assisted assembly of colloidal lignin nanoparticles

description: Source data (CSV files) associated with the publication titled <strong>Photonic crystals with rainbow colors by </strong><strong>centrifugation-assisted assembly </strong><strong>of colloidal lignin nanoparticles</strong>.
DOI: 10.5519/qd.mch8r631
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (3 records)
DOI: 10.5519/qd.anu6vrpr
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (193 records)
DOI: 10.6084/m9.figshare.23452844
title: Characterization of the complete chloroplast genome of <i>Gypsophila huashanensis</i> Y. W. Tsui & D. Q. Lu, an endemic herb species in China

description: <i>Gypsophila huashanensis</i> Y. W. Tsui & D. Q. Lu (Caryophyllaceae) is an endemic herb species to the Qinling Mountains in China. In this study, we characterized its whole plastid genome using the Illumina sequencing platform. The complete plastid genome of <i>G. huashanensis</i> is 152,457 bp in length, including a large single-copy DNA region of 83,476 bp, a small single-copy DNA region of 17,345 bp, and a pair of inverted repeat DNA sequences of 25,818 bp. The genome contains 130 genes comprising 85 protein-coding genes, 37 tRNA genes, and eight rRNA genes. Evolutionary analysis showed that the non-coding regions of Caryophyllaceae exhibit a higher level of divergence than the exon regions. Gene site selection analysis suggested that 11 coding protein genes (<i>accD</i>, <i>atpF</i>, <i>ndhA</i>, <i>ndhB</i>, <i>petB</i>, <i>petD</i>, <i>rpoCl</i>, <i>rpoC2</i>, <i>rps16</i>, <i>ycfl</i>, and <i>ycf2</i>) have some sites under protein sequence evolution. Phylogenetic analysis showed that <i>G. huashanensis</i> is most closely related to the congeneric species <i>G. oldhamiana</i>. These results are very useful for studying phylogenetic evolution and species divergence in the family Caryophyllaceae.
DOI: 10.6084/m9.figshare.23584695
title: The complete mitochondrial genome of an Antarctic moss, <i>Andreaea regularis</i> Müll. Hal. 1890 (Andreaeaceae)

description: In the present study, we determined the complete mitochondrial genome of <i>Andreaea regularis</i> Müll. Hal. 1890, a lantern moss of the genus <i>Andreaea</i> Hedw. (Andreaeaceae). The <i>A. regularis</i> mitochondrial genome, with a total length of 118,833 bp, consists of 40 protein-coding genes, 3 ribosomal RNA genes, and 24 transfer RNA genes. A phylogenetic tree constructed with 19 complete mitochondrial genomes composed of liverworts, hornworts, and 15 mosses showed that Andreaeales formed the closest sister to Sphagnales before divergence of the remaining moss groups, indicating <i>A. regularis</i> being one of the earliest mosses. Our findings could be beneficial to investigate the bryophyte evolution.
DOI: 10.6084/m9.figshare.23584695.v1
title: The complete mitochondrial genome of an Antarctic moss, <i>Andreaea regularis</i> Müll. Hal. 1890 (Andreaeaceae)

description: In the present study, we determined the complete mitochondrial genome of <i>Andreaea regularis</i> Müll. Hal. 1890, a lantern moss of the genus <i>Andreaea</i> Hedw. (Andreaeaceae). The <i>A. regularis</i> mitochondrial genome, with a total length of 118,833 bp, consists of 40 protein-coding genes, 3 ribosomal RNA genes, and 24 transfer RNA genes. A phylogenetic tree constructed with 19 complete mitochondrial genomes composed of liverworts, hornworts, and 15 mosses showed that Andreaeales formed the closest sister to Sphagnales before divergence of the remaining moss groups, indicating <i>A. regularis</i> being one of the earliest mosses. Our findings could be beneficial to investigate the bryophyte evolution.
DOI: 10.6084/m9.figshare.23452844.v1
title: Characterization of the complete chloroplast genome of <i>Gypsophila huashanensis</i> Y. W. Tsui & D. Q. Lu, an endemic herb species in China

description: <i>Gypsophila huashanensis</i> Y. W. Tsui & D. Q. Lu (Caryophyllaceae) is an endemic herb species to the Qinling Mountains in China. In this study, we characterized its whole plastid genome using the Illumina sequencing platform. The complete plastid genome of <i>G. huashanensis</i> is 152,457 bp in length, including a large single-copy DNA region of 83,476 bp, a small single-copy DNA region of 17,345 bp, and a pair of inverted repeat DNA sequences of 25,818 bp. The genome contains 130 genes comprising 85 protein-coding genes, 37 tRNA genes, and eight rRNA genes. Evolutionary analysis showed that the non-coding regions of Caryophyllaceae exhibit a higher level of divergence than the exon regions. Gene site selection analysis suggested that 11 coding protein genes (<i>accD</i>, <i>atpF</i>, <i>ndhA</i>, <i>ndhB</i>, <i>petB</i>, <i>petD</i>, <i>rpoCl</i>, <i>rpoC2</i>, <i>rps16</i>, <i>ycfl</i>, and <i>ycf2</i>) have some sites under protein sequence evolution. Phylogenetic analysis showed that <i>G. huashanensis</i> is most closely related to the congeneric species <i>G. oldhamiana</i>. These results are very useful for studying phylogenetic evolution and species divergence in the family Caryophyllaceae.
DOI: 10.6084/m9.figshare.23539951
title: The complete chloroplast genome sequence of <i>Chrysojasminum subhumile</i> and its phylogenetic position within Oleaceae

description: We assembled and characterized the complete chloroplast genome sequence of <i>Chrysojasminum subhumile</i> (W.W.Sm.) Banfi & Galasso 2014, a valuable horticultural and medicinal plant species. The total genome size was 159,918 bp in length and the GC content was 37.4%. It displayed a circular structure and could be divided into a large single-copy region, a small single-copy region, and a pair of inverted repeat regions. The genome encoded a total of 131 unique genes, including 82 protein-coding genes, 41 tRNA genes, and eight rRNA genes. Among these genes, 17 contained a single intron, and two genes had two introns. Phylogenetic analysis results showed that <i>C. subhumile</i> was closely related to <i>Jasminum</i>.
DOI: 10.6084/m9.figshare.23539951.v1
title: The complete chloroplast genome sequence of <i>Chrysojasminum subhumile</i> and its phylogenetic position within Oleaceae

description: We assembled and characterized the complete chloroplast genome sequence of <i>Chrysojasminum subhumile</i> (W.W.Sm.) Banfi & Galasso 2014, a valuable horticultural and medicinal plant species. The total genome size was 159,918 bp in length and the GC content was 37.4%. It displayed a circular structure and could be divided into a large single-copy region, a small single-copy region, and a pair of inverted repeat regions. The genome encoded a total of 131 unique genes, including 82 protein-coding genes, 41 tRNA genes, and eight rRNA genes. Among these genes, 17 contained a single intron, and two genes had two introns. Phylogenetic analysis results showed that <i>C. subhumile</i> was closely related to <i>Jasminum</i>.
DOI: 10.6084/m9.figshare.23452842
title: The complete chloroplast genome of <i>Eurya rubiginosa</i> var. <i>attenuata</i> H. T. Chang (Pentaphylacaceae)

description: <i>Eurya rubiginosa</i> var. <i>attenuata</i> is a valuable multiuse tree with a long history of use in China. It has great economic and ecological importance and is used for landscape and urban planting, soil improvement, and raw materials for food production. However, genomic studies of <i>E. rubiginosa</i> var. <i>attenuata</i> are limited. Meanwhile, the classification of this taxon is controversial. In this study, the complete plastome of <i>E. rubiginosa</i> var. <i>attenuata</i> was successfully sequenced and assembled. The chloroplast genome is 157,215 bp in length with a 37.3% GC content. The chloroplast genome structure includes a quadripartite structure comprising a pair of inverted repeat (IR) sequences of 25,872 bp, a small single-copy (SSC) region of 18,216 bp, and a large single-copy (LSC) region of 87,255 bp. The genome contains 128 genes, including 83 protein-coding genes, 37 tRNA genes, and 8 rRNA genes. Phylogenetic inference based on complete plastome analysis showed that <i>E. rubiginosa</i> var. <i>attenuata</i> is closely related to <i>E. alata</i> and belongs to the family Pentaphylacaceae, which differs from the results of the traditional Engler system. The chloroplast genome sequence assembly and phylogenetic analysis enrich the genetic resources of Pentaphylacaceae and provide a molecular basis for further studies on the phylogeny of the family.
DOI: 10.6084/m9.figshare.23452842.v1
title: The complete chloroplast genome of <i>Eurya rubiginosa</i> var. <i>attenuata</i> H. T. Chang (Pentaphylacaceae)

description: <i>Eurya rubiginosa</i> var. <i>attenuata</i> is a valuable multiuse tree with a long history of use in China. It has great economic and ecological importance and is used for landscape and urban planting, soil improvement, and raw materials for food production. However, genomic studies of <i>E. rubiginosa</i> var. <i>attenuata</i> are limited. Meanwhile, the classification of this taxon is controversial. In this study, the complete plastome of <i>E. rubiginosa</i> var. <i>attenuata</i> was successfully sequenced and assembled. The chloroplast genome is 157,215 bp in length with a 37.3% GC content. The chloroplast genome structure includes a quadripartite structure comprising a pair of inverted repeat (IR) sequences of 25,872 bp, a small single-copy (SSC) region of 18,216 bp, and a large single-copy (LSC) region of 87,255 bp. The genome contains 128 genes, including 83 protein-coding genes, 37 tRNA genes, and 8 rRNA genes. Phylogenetic inference based on complete plastome analysis showed that <i>E. rubiginosa</i> var. <i>attenuata</i> is closely related to <i>E. alata</i> and belongs to the family Pentaphylacaceae, which differs from the results of the traditional Engler system. The chloroplast genome sequence assembly and phylogenetic analysis enrich the genetic resources of Pentaphylacaceae and provide a molecular basis for further studies on the phylogeny of the family.