cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7516230
title: Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History

description: Throughout the history of art, the pose—as the holistic abstraction of the human body's expression—has proven to be a constant in numerous studies. However, due to the enormous amount of data that so far had to be processed by hand, its crucial role to the formulaic recapitulation of art-historical motifs since antiquity could only be highlighted selectively. This is true even for the now automated estimation of human poses, as domain-specific, sufficiently large data sets required for training computational models are either not publicly available or not indexed at a fine enough granularity. With the <em>Poses of People in Art</em> data set, we introduce the first openly licensed data set for estimating human poses in art and validating human pose estimators. It consists of 2,454 images from 22 art-historical depiction styles, including those that have increasingly turned away from lifelike representations of the body since the 19<sup>th</sup> century. A total of 10,749 human figures are precisely enclosed by rectangular bounding boxes, with a maximum of four per image labeled by up to 17 keypoints; among these are mainly joints such as elbows and knees. For machine learning purposes, the data set is divided into three subsets—training, validation, and testing—, that follow the established JSON-based Microsoft COCO format, respectively. Each image annotation, in addition to mandatory fields, provides metadata from the art-historical online encyclopedia WikiArt.
DOI: 10.5281/zenodo.7516229
title: Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History

description: Throughout the history of art, the pose—as the holistic abstraction of the human body's expression—has proven to be a constant in numerous studies. However, due to the enormous amount of data that so far had to be processed by hand, its crucial role to the formulaic recapitulation of art-historical motifs since antiquity could only be highlighted selectively. This is true even for the now automated estimation of human poses, as domain-specific, sufficiently large data sets required for training computational models are either not publicly available or not indexed at a fine enough granularity. With the <em>Poses of People in Art</em> data set, we introduce the first openly licensed data set for estimating human poses in art and validating human pose estimators. It consists of 2,454 images from 22 art-historical depiction styles, including those that have increasingly turned away from lifelike representations of the body since the 19<sup>th</sup> century. A total of 10,749 human figures are precisely enclosed by rectangular bounding boxes, with a maximum of four per image labeled by up to 17 keypoints; among these are mainly joints such as elbows and knees. For machine learning purposes, the data set is divided into three subsets—training, validation, and testing—, that follow the established JSON-based Microsoft COCO format, respectively. Each image annotation, in addition to mandatory fields, provides metadata from the art-historical online encyclopedia WikiArt.
DOI: 10.5258/soton/d2740
title: Dataset in support of the Southampton doctoral thesis 'Understanding healthcare professionals' lived experiences of death in the Emergency Department and the influence of personal values and norms'

description: Data analysis of the 17 interview transcripts, including quotes from the original transcript, codes, emergent themes and superordinate themes, for each participant individualy. Participant names have been pseudonymized to protect anonymity and confidentiality. The file is a compressed zip file that requires to be decompressed before use. Decompression can happen in Windows Explorer. The data folder contains 17 files in Microsoft Word format. Microsoft Word or any other application that supports doc or docx files can be used to open the files.
DOI: 10.5258/soton/d0933
title: Dataset in support of the Southampton doctoral thesis 'Role of Akt Signalling in CD8 T cell responses'

description: Drop-Seq RData and TB88 FCS Files This dataset supports the thesis entitled 'Role of Akt Signalling in CD8 T Cell Responses' by Bailey. This data set contains 4 zipped files. One contains the specific .RData file which has the final Seurat object from which all our data has been derived. The other 3 are zipped files containing the individual FCS files for associate experiment TB88.
DOI: 10.5281/zenodo.7062745
title: Comparing the crisis of 806/1403-4 and the Fatimid fitna (450-466/1058-1073): al-Maqrīzī as a historian of the Fatimids - Datasets

description: Accompanying datasets that are referenced in the Journal Article 'Comparing the crisis of 806/1403-4 and the Fatimid fitna (450-466/1058-1073): al-Maqrīzī as a historian of the Fatimids - Datasets'. The texts used in the analysis are taken from OpenITI corpus release (<em>Version 2021.2.5</em>). If the ID (the final part of the text URI) has changed from the OpenITI release to this data release, then the text has been modified for this case study. File extensions following the text URI indicate that the text has had additional tags applied (either date tags, or text reuse cluster tags). csv file names indicate the text file from which the csv file was generated. This is a published part of an active research project. For other datasets and the scripts used to generate this data, see the relevant GitHub repositiory: https://github.com/mabarber92/fitna-study
DOI: 10.5281/zenodo.7062744
title: Comparing the crisis of 806/1403-4 and the Fatimid fitna (450-466/1058-1073): al-Maqrīzī as a historian of the Fatimids - Datasets

description: Accompanying datasets that are referenced in the Journal Article 'Comparing the crisis of 806/1403-4 and the Fatimid fitna (450-466/1058-1073): al-Maqrīzī as a historian of the Fatimids - Datasets'. The texts used in the analysis are taken from OpenITI corpus release (<em>Version 2021.2.5</em>). If the ID (the final part of the text URI) has changed from the OpenITI release to this data release, then the text has been modified for this case study. File extensions following the text URI indicate that the text has had additional tags applied (either date tags, or text reuse cluster tags). csv file names indicate the text file from which the csv file was generated. This is a published part of an active research project. For other datasets and the scripts used to generate this data, see the relevant GitHub repositiories: https://github.com/mabarber92/arabic_date_tagger/tree/main, https://github.com/mabarber92/clusters-analysis, and https://github.com/mabarber92/fitna-study. Note on change from version 1.0.0 - one additional .all_dates_distinct.csv file was added that is now referenced in the accompanying Journal article. Note on change to version 1.2.0 - text reuse datasets in this release are based on a passim run on version 2022.2.7 of the OpenITI corpus. As none of the texts changed between releases, the tagged text files remain the same.
DOI: 10.5281/zenodo.7064008
title: Comparing the crisis of 806/1403-4 and the Fatimid fitna (450-466/1058-1073): al-Maqrīzī as a historian of the Fatimids - Datasets

description: Accompanying datasets that are referenced in the Journal Article 'Comparing the crisis of 806/1403-4 and the Fatimid fitna (450-466/1058-1073): al-Maqrīzī as a historian of the Fatimids - Datasets'. The texts used in the analysis are taken from OpenITI corpus release (<em>Version 2021.2.5</em>). If the ID (the final part of the text URI) has changed from the OpenITI release to this data release, then the text has been modified for this case study. File extensions following the text URI indicate that the text has had additional tags applied (either date tags, or text reuse cluster tags). csv file names indicate the text file from which the csv file was generated. This is a published part of an active research project. For other datasets and the scripts used to generate this data, see the relevant GitHub repositiory: https://github.com/mabarber92/fitna-study Note on change from version 1.0.0 - one additional .all_dates_distinct.csv file was added that is now referenced in the accompanying Journal article.
DOI: 10.5281/zenodo.8228921
title: Comparing the crisis of 806/1403-4 and the Fatimid fitna (450-466/1058-1073): al-Maqrīzī as a historian of the Fatimids - Datasets

description: Accompanying datasets that are referenced in the Journal Article 'Comparing the crisis of 806/1403-4 and the Fatimid fitna (450-466/1058-1073): al-Maqrīzī as a historian of the Fatimids - Datasets'. The texts used in the analysis are taken from OpenITI corpus release (<em>Version 2021.2.5</em>). If the ID (the final part of the text URI) has changed from the OpenITI release to this data release, then the text has been modified for this case study. File extensions following the text URI indicate that the text has had additional tags applied (either date tags, or text reuse cluster tags). csv file names indicate the text file from which the csv file was generated. This is a published part of an active research project. For other datasets and the scripts used to generate this data, see the relevant GitHub repositiories: https://github.com/mabarber92/arabic_date_tagger/tree/main, https://github.com/mabarber92/clusters-analysis, and https://github.com/mabarber92/fitna-study. Note on change from version 1.0.0 - one additional .all_dates_distinct.csv file was added that is now referenced in the accompanying Journal article. Note on change to version 1.2.0 - text reuse datasets in this release are based on a passim run on version 2022.2.7 of the OpenITI corpus. As none of the texts changed between releases, the tagged text files remain the same.
DOI: 10.5281/zenodo.8248948
title: Comparing the crisis of 806/1403-4 and the Fatimid fitna (450-466/1058-1073): al-Maqrīzī as a historian of the Fatimids - Datasets

description: Accompanying datasets that are referenced in the Journal Article 'Comparing the crisis of 806/1403-4 and the Fatimid fitna (450-466/1058-1073): al-Maqrīzī as a historian of the Fatimids - Datasets'. The texts used in the analysis are taken from OpenITI corpus release (<em>Version 2021.2.5</em>). If the ID (the final part of the text URI) has changed from the OpenITI release to this data release, then the text has been modified for this case study. File extensions following the text URI indicate that the text has had additional tags applied (either date tags, or text reuse cluster tags). csv file names indicate the text file from which the csv file was generated. This is a published part of an active research project. For other datasets and the scripts used to generate this data, see the relevant GitHub repositiories: https://github.com/mabarber92/arabic_date_tagger/tree/main, https://github.com/mabarber92/clusters-analysis, and https://github.com/mabarber92/fitna-study. Note on change from version 1.0.0 - one additional .all_dates_distinct.csv file was added that is now referenced in the accompanying Journal article. Note on change to version 1.2.0 - text reuse datasets in this release are based on a passim run on version 2022.2.7 of the OpenITI corpus. As none of the texts changed between releases, the tagged text files remain the same.
DOI: 10.6084/m9.figshare.23931150.v2
title: Factors Affecting Back Referral of Type 2 Diabetes Mellitus Patient of National Health Insurance Members from the Hospital to the Primary Care Physicians

description: Increased number of National Health insurance members with type 2 diabetes mellitus (DM) may have an impact of cost of health care. Since 2010,Social Security Agency on Health implemented the Chronic Disease Management Programme (Prolanis), especially for type 2 DM disease. However, back referral from internal medicine specialist to primary care physician was not well implemented. This study aims to identify perceptions of internal medicine specialist and patients affecting implementation of back referral for patients with type 2 DM from the hospital to primary care physicians. A qualitative study was employed, using in-depth interviews, observation and focus group discussions. In-depth interviews were conducted with eight internal medicine spesialists in one hospitals in Jakarta Selatan City and two primary care physicians. Focus group discussions were conducted with four groups of patients with type 2 DM, and observation was made to describe the working environment at thehospital.
DOI: 10.5517/ccdc.csd.cc200nd3
title: CCDC 1847674: Experimental Crystal Structure Determination

description: Related Article: Dan Du, Zhi-Ping Shi, Guo-Bin Ren, Ming-Hui Qi, Zhong Li, Xiao-Yong Xu|2019|J.Mol.Struct.|1189|40|doi:10.1016/j.molstruc.2019.04.011
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.7180987
title: Stage-specific genotype-by-environment interactions determine yield components in wheat

description: Currently, the manuscript is being reviewed.
DOI: 10.18712/nsd-nsd0961-1-v1
title: KEU Pre-survey 2005

description: Oxford Research is carrying out the customer impact survey for Innovation Norway (IN) in collaboration with Samfunns- og Næringslivsforskning (SNF). The surveys include companies that received services from Innovation Norway in the years 2003, 2004 and 2005. For each cohort, a pre-survey is carried out one year after the service was provided and a follow-up survey four years later.

Innovation Norway offers products and services that will contribute to developing the rural areas, increase innovation in business throughout the country and profile Norwegian business and Norway as a travel destination.

The purpose of the customer impact surveys is twofold. Firstly, it is an internal purpose which is about improving and further developing Innovation Norway's operations. Secondly, there is an external purpose that answers the question "what have we got for our money?".

The survey covers the following areas:
1. General information about the project for which support is sought
2. The establishment's organization and implementation
3. The importance of Innovation Norway's support for strategy, expertise and networks
4. Innovation Norway's support results and effects
5. General information about Innovation Norway
6. Background information

In this survey, for the first time, the internationalization services are included in a breadth that means they are analyzed as a separate group. The 23 different services are thus divided into four groups, where group 1 is financial services, group 2 is services that offer both financing, advice and networking, group 3 is scholarships and group 4 is internationalisation. A change has also been made with regard to the scholarships compared to the previous year. Previously, this group only contained founder and incubator grants, while it now also contains rural development grants and inventor grants.

Innovation Norway was established on 1 January 2004, and is a merger of the former SND, the Norwegian Export Council, the Norwegian Tourist Board and the State Guidance Office for Inventors.
DOI: 10.18712/nsd-nsd0961-2-v1
title: KEU Follow-up Survey 2005

description: The present follow-up survey is based on interviews with 1,000 companies distributed across 23 different services and programmes. The 23 services and programs are divided into four main groups, where group 1 is Loans, group 2 is Grants and group 3 is Programs that offer both financing, advice and networking, while group 4 is Scholarships (Founder and Incubator stipends). It is important to emphasize that Innovation Norway provides advice related to all its services and programs, but there are therefore some services and programs that have advice as part of the program content itself - not just advice related to the case management itself.

The services and programs that are not included in the survey account for approximately NOK 600 million. in the scope of commitments and is mainly linked to profiling and internationalisation. In addition, there are a number of network projects that have been omitted from the survey (for example, neither the Arena nor the NCE program is included). The reason why these programs and services are kept out is primarily that individual companies cannot identify themselves as recipients of commitments or because the scope of commitments is so small that results and effects are not expected to be measurable. It is important to be aware that many of Innovation Norway's projects support Norwegian agriculture, which is not primarily focused on innovation.

Innovation Norway was established on 1 January 2004.
DOI: 10.18712/nsd-nsd0997-2-v1
title: KEU Follow-up Survey 2006

description: The current follow-up survey is based on interviews with 1168 companies distributed across 21 different services and programmes. The 21 services and programs are divided into four main groups. Group 1 is Loans, group 2 is Grants, group 3 is Programs that offer both financing, advice and networking, while group 4 is Scholarships. It is important to emphasize that Innovation Norway provides advice related to all its services and programs, but there are therefore some services and programs that have advice as part of the program content itself - not just advice related to the case management itself.

The services and programs that are not included in the survey account for approximately NOK 800 million. in the scope of commitments and is mainly linked to profiling and internationalisation. In addition, there are a number of network projects that have been omitted from the survey (for example, neither the Arena nor the NCE program is included). The reason why these programs and services are kept out is primarily that the survey scheme KEU is based on is less suitable for these services and programmes, and that it has its own impact measurements for these.

Innovation Norway was established on 1 January 2004.
DOI: 10.34740/kaggle/dsv/6306353
title: Egypt Gold Prices | Daily Updated
DOI: 10.6084/m9.figshare.23614104.v2
title: dataset for dih reconstruction

description: this is dataset and experiment result for "<em>Field recovery from digital inline holographic images of Composite Propellant Combustion base on Denoising Diffusion model</em>'
DOI: 10.6084/m9.figshare.23614104.v1
title: dataset for dih reconstruction

description: this is dataset and experiment result for "<em>Field recovery from digital inline holographic images of Composite Propellant Combustion base on Denoising Diffusion model</em>'
DOI: 10.5281/zenodo.8223787
title: 16S rRNA phylogeny and clustering is not a reliable proxy for genome-based taxonomy in Streptomyces

description: This file is intended as supplementary information for a forthcoming publication: 16S rRNA phylogeny and clustering is not a reliable proxy for genome-based taxonomy in <em>Streptomyces</em>.
description: Paul A. Hoskisson would like to acknowledge funding from the Royal Academy of Engineering Research Chair Scheme for long term personal research support (RCSRF2021\11\15).
DOI: 10.5281/zenodo.8223786
title: 16S rRNA phylogeny and clustering is not a reliable proxy for genome-based taxonomy in Streptomyces

description: This file is intended as supplementary information for a forthcoming publication: 16S rRNA phylogeny and clustering is not a reliable proxy for genome-based taxonomy in <em>Streptomyces</em>.
description: Paul A. Hoskisson would like to acknowledge funding from the Royal Academy of Engineering Research Chair Scheme for long term personal research support (RCSRF2021\11\15).
DOI: 10.6084/m9.figshare.23954832
title: Physical Culture In Formation Of Spiritual Education Of Young People In Russia

description: The article discusses the general patterns of development of physical culture, sports and their impact on the spiritual and moral education of the population in Russia. Particular attention is paid to the stages of spiritual and moral education. Each stage is fundamentally invariant, the mechanisms and structures of transitions from one level to another are also identical. The process of such transition is the result of the motivation of human social activity; the formation of the dispositional structure of the personality or the transformation of its interests into a specific goal. The historical process of formation of the educational system takes as a basis the harmonious development of the individual.
DOI: 10.6084/m9.figshare.23954832.v1
title: Physical Culture In Formation Of Spiritual Education Of Young People In Russia

description: The article discusses the general patterns of development of physical culture, sports and their impact on the spiritual and moral education of the population in Russia. Particular attention is paid to the stages of spiritual and moral education. Each stage is fundamentally invariant, the mechanisms and structures of transitions from one level to another are also identical. The process of such transition is the result of the motivation of human social activity; the formation of the dispositional structure of the personality or the transformation of its interests into a specific goal. The historical process of formation of the educational system takes as a basis the harmonious development of the individual.
DOI: 10.5517/ccsf93l
title: CCDC 727759: Experimental Crystal Structure Determination

description: Related Article: Chun-Bo Liu, Guang-Bo Che, Xiu-Ying Li, Mei Liu, Zhan-Lin Xu, Wen-Lian Li, Qing-Wei Wang|2009|Wuji Huaxue Xuebao|25|1097|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.23954859
title: All enrichment analysis results from Metascape

description: Excel files of the all Metascape enrichment analysis results. In the "Enrichment" sheet, it is possible to check the summarized terms as well.
DOI: 10.5281/zenodo.8249384
title: Data and Codes of "A Pharmacological Representation-based LSTM Network for Drug–Drug Interaction Extraction"

description: The datasets and source codes used and/or analyzed in study "A Pharmacological Representation-based LSTM Network for Drug–Drug Interaction Extraction".
DOI: 10.5281/zenodo.8249383
title: Data and Codes of "A Pharmacological Representation-based LSTM Network for Drug–Drug Interaction Extraction"

description: The datasets and source codes used and/or analyzed in study "A Pharmacological Representation-based LSTM Network for Drug–Drug Interaction Extraction".