cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.1584999
title: Relationship Between Birth Month and Dementia

description: Dementia is a syndrome caused by a slow progressive brain disease. Features are a variety of high-level functional disorders, involving memory, thinking, orientation, understanding, computing, judgment, language and learning ability.
DOI: 10.6084/m9.figshare.1585000
title: Time to ART initiation among patients treated for rifampicin-resistant tuberculosis in Khayelitsha, South Africa: impact on mortality and treatment success

description: We conducted a retrospective cohort study of HIV-infected RR-TB patients not on ART at initiation of second-line anti-tuberculosis treatment. Our outcome measurements were time to ART initiation and RR-TB treatment outcomes
DOI: 10.6084/m9.figshare.1585002.v1
title: Breakthrough Technology to Improve the Range and Accuracy of Cas9 Target

description: Scot A Wolfe, an associate professor of molecular, cell and cancer biology at the University of Massachusetts School of medicine, reported that they developed a new technology that could significantly improve the accuracy of Cas9 and expand its target range
DOI: 10.6084/m9.figshare.1584985
title: Gaussian Job Archive for C14H22Br8

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.1584999.v1
title: Relationship Between Birth Month and Dementia

description: Dementia is a syndrome caused by a slow progressive brain disease. Features are a variety of high-level functional disorders, involving memory, thinking, orientation, understanding, computing, judgment, language and learning ability.
DOI: 10.6084/m9.figshare.1584973
title: Foursquare & Flickr activities in 20 cities

description: 10 millions flickr photos in 10 US & 10 European cities (photo_id, user_id, time_taken, GPS_coordinates, city, if available: associated venue id) 4.5 million checkins (anonymized user_id, venue id, local time, city) 400k venues (venue id, name, GPS_coordinates, city, category id) Please cite our paper if you're using this data in your own work @inproceedings{Thesis15,<br>author = {{Le Falher}, G\'{e}raud and Gionis, Aristides and Mathioudakis, Michael},<br>booktitle = {International AAAI Conference on Web and Social Media},<br>title = {{Where Is the Soho of Rome? Measures and Algorithms for Finding Similar Neighborhoods in Cities}},<br>url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/10514},<br>year = {2015}<br>}
DOI: 10.6084/m9.figshare.1584985.v1
title: Gaussian Job Archive for C14H22Br8

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.1584973.v1
title: Foursquare & Flickr activities in 20 cities

description: 10 millions flickr photos in 10 US & 10 European cities (photo_id, user_id, time_taken, GPS_coordinates, city, if available: associated venue id) 4.5 million checkins (anonymized user_id, venue id, local time, city) 400k venues (venue id, name, GPS_coordinates, city, category id)
DOI: 10.6084/m9.figshare.1584743
title: EN-FR Aligned Europarl (compressed)

description: Europarl 7.1 for English-French, word-aligned with GIZA++, compressed
DOI: 10.6084/m9.figshare.1584857
title: Comparison of a native and a non-native insular reptile species

description: Nicholson, D.J., Hassall C., Frazier, J.A. (2015) Comparison of a native and a non-native insular reptile species, Journal of Tropical Ecology, 31: 533-536.
DOI: 10.6084/m9.figshare.1584716
title: Targets

description: List of precursors to pathways as detected in earlier version of RetroPath.
DOI: 10.6084/m9.figshare.1584743.v1
title: EN-FR Aligned Europarl (compressed)

description: Europarl 7.1 for English-French, word-aligned with GIZA++, compressed
DOI: 10.6084/m9.figshare.1584857.v1
title: Comparison of a native and a non-native insular reptile species

description: Nicholson, D.J., Hassall C., Frazier, J.A. (2015) Comparison of a native and a non-native insular reptile species, Journal of Tropical Ecology, 31: 533-536.
DOI: 10.6084/m9.figshare.1584716.v1
title: Targets

description: List of precursors to pathways as detected in earlier version of RetroPath.
DOI: 10.6084/m9.figshare.1584668
title: Europarl word-aligned EN-RO

description: Europarl 7.0 For English-Romanian, word-aligned with GIZA++
DOI: 10.6084/m9.figshare.1584665
title: Hard Synonyms MySQL dump 8.1

description: Database dump containing words from 4 languages: English, Romanian, French and Spanish, and their translations.
DOI: 10.6084/m9.figshare.1584668.v1
title: Europarl word-aligned EN-RO

description: Europarl 7.0 For English-Romanian, word-aligned with GIZA++
DOI: 10.6084/m9.figshare.1584629
title: Open Facilitator Stories 2014

description: Yeager, C. & Nerantzi, C. (eds.) (2015): Open facilitators’ stories, Annual Collection 2014, Learning and Teaching in Action Journal, Volume 11, Issue 1, MMU in collaboration with the Open Knowledge Foundation.
DOI: 10.6084/m9.figshare.1584569
title: Diligent worker dataset

description: Dataset used in the paper
DOI: 10.6084/m9.figshare.1584629.v1
title: Open Facilitators Stories 2014

description: Yeager, C. & Nerantzi, C. (eds.) (2015): Open facilitators’ stories, Annual Collection 2014, Learning and Teaching in Action Journal, Volume 11, Issue 1, MMU in collaboration with the Open Knowledge Foundation.
DOI: 10.6084/m9.figshare.1584569.v1
title: Diligent worker dataset

description: Dataset used in the paper
DOI: 10.6084/m9.figshare.1583400
title: Moving In and Out of Poverty: The Within-individual Association Between Socioeconomic Status and Juvenile Delinquency

description: Syntax for Stata.
DOI: 10.6084/m9.figshare.1584629.v2
title: Open Facilitator Stories 2014

description: Yeager, C. & Nerantzi, C. (eds.) (2015): Open facilitators’ stories, Annual Collection 2014, Learning and Teaching in Action Journal, Volume 11, Issue 1, MMU in collaboration with the Open Knowledge Foundation.
DOI: 10.6084/m9.figshare.1584629.v4
title: Open Facilitator Stories 2014

description: Yeager, C. & Nerantzi, C. (eds.) (2015): Open facilitators’ stories, Annual Collection 2014, Learning and Teaching in Action Journal, Volume 11, Issue 1, MMU in collaboration with the Open Knowledge Foundation.
DOI: 10.6084/m9.figshare.1583395
title: Generalized Inference Confidence Band for Binormal ROC Curve

description: In medical practice, the diagnostic accuracy of a biomarker is usually measured by its sensitivity and specificity. The receiver operating characteristic (ROC) curve is the graph of sensitivity against 1-specificity as the cut-off point runs through all possible values. To account for sampling error and make inference about the true ROC curve, the simultaneous confidence band of the whole or partial ROC curve needs to be estimated across all values of specificity (can be within (0, 1) or some clinically meaningful range). Particularly, for estimating the confidence band of the binormal ROC curve, there exists a Working-Hotelling type of method and the ellipse-envelope approach. However, these large-sample-based approaches do not provide satisfactory coverage for small to median samples. In this article, we propose a new confidence band for the binormal ROC curve based on the generalized inference approach. Extensive simulation study is carried out to compare the performance of the proposed generalized confidence band with the existing large-sample-based confidence bands and a real dataset is used to illustrate these methods. The proposed generalized confidence bands generally yield satisfactory coverage probabilities, while both large-sample-based confidence bands tend to be more liberal for most scenarios. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.1583396
title: The Advantages of Using Group Means in Estimating the Lorenz Curve and Gini Index From Grouped Data

description: A recent article proposed a histogram-based method for estimating the Lorenz curve and Gini index from grouped data that did not use the group means reported by government agencies. When comparing their method to one based on group means, the authors assume a uniform density in each grouping interval, which leads to an overestimate of the overall average income. After reviewing the additional information in the group means, it will be shown that as the number of groups increases, the bounds on the Gini index obtained from the group means become narrower. This is not necessarily true for the histogram method. Two simple interpolation methods using the group means are described and the accuracy of the estimated Gini index they yield and the histogram-based one are compared to the published Gini index for the 1967–2013 period. The average absolute errors of the estimated Gini index obtained from the two methods using group means are noticeably less than that of the histogram-based method. Supplementary materials for this article are available online. [Received August 2014. Revised September 2015.]
DOI: 10.6084/m9.figshare.1584629.v3
title: Open Facilitators Stories, Special Issue

description: Yeager, C. & Nerantzi, C. (eds.) (2015): Open facilitators’ stories, Annual Collection 2014, Learning and Teaching in Action Journal, Volume 11, Issue 1, MMU in collaboration with the Open Knowledge Foundation.
DOI: 10.6084/m9.figshare.1583395.v2
title: Generalized Inference Confidence Band for Binormal ROC Curve

description: In medical practice, the diagnostic accuracy of a biomarker is usually measured by its sensitivity and specificity. The receiver operating characteristic (ROC) curve is the graph of sensitivity against 1-specificity as the cut-off point runs through all possible values. To account for sampling error and make inference about the true ROC curve, the simultaneous confidence band of the whole or partial ROC curve needs to be estimated across all values of specificity (can be within (0, 1) or some clinically meaningful range). Particularly, for estimating the confidence band of the binormal ROC curve, there exists a Working-Hotelling type of method and the ellipse-envelope approach. However, these large-sample-based approaches do not provide satisfactory coverage for small to median samples. In this article, we propose a new confidence band for the binormal ROC curve based on the generalized inference approach. Extensive simulation study is carried out to compare the performance of the proposed generalized confidence band with the existing large-sample-based confidence bands and a real dataset is used to illustrate these methods. The proposed generalized confidence bands generally yield satisfactory coverage probabilities, while both large-sample-based confidence bands tend to be more liberal for most scenarios. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.1583396.v2
title: The Advantages of Using Group Means in Estimating the Lorenz Curve and Gini Index From Grouped Data

description: A recent article proposed a histogram-based method for estimating the Lorenz curve and Gini index from grouped data that did not use the group means reported by government agencies. When comparing their method to one based on group means, the authors assume a uniform density in each grouping interval, which leads to an overestimate of the overall average income. After reviewing the additional information in the group means, it will be shown that as the number of groups increases, the bounds on the Gini index obtained from the group means become narrower. This is not necessarily true for the histogram method. Two simple interpolation methods using the group means are described and the accuracy of the estimated Gini index they yield and the histogram-based one are compared to the published Gini index for the 1967–2013 period. The average absolute errors of the estimated Gini index obtained from the two methods using group means are noticeably less than that of the histogram-based method. Supplementary materials for this article are available online. [Received August 2014. Revised September 2015.]
DOI: 10.6084/m9.figshare.1583395.v1
title: Generalized Inference Confidence Band for binormal ROC curve

description: In medical practice, the diagnostic accuracy of a biomarker is usually measured by its sensitivity and specificity. The Receiver Operating Characteristic (<i>ROC</i>) curve is the graph of sensitivity against 1 − specificity as the cut-off point runs through all possible values. To account for sampling error and make inference about the true <i>ROC</i> curve, the simultaneous confidence band of the whole or partial <i>ROC</i> curve needs to be estimated across all values of specificity (can be within (0, 1) or some clinically-meaningful range). Particularly, for estimating the confidence band of the binormal <i>ROC</i> curve, there exists a Working-Hotelling type of method and the ellipse-envelop approach. However, these large-sample-based approaches do not provide satisfactory coverage for small to median samples. In this paper, we propose a new confidence band for the binormal <i>ROC</i> curve based on the generalized inference approach. Extensive simulation study is carried out to compare the performance of the proposed generalized confidence band with the existing large-sample-based confidence bands and a real data set is used to illustrate these methods. In conclusion, the proposed generalized confidence bands generally yield satisfactory coverage probabilities, while both large-sample-based confidence bands tend to be more liberal for most scenarios.
DOI: 10.6084/m9.figshare.1583386
title: IDENTIFICAÇÃO DE PERDAS NO SISTEMA DE PRODUÇÃO DE UMA EMPRESA DE CONSTRUÇÃO CIVIL COM BASE NO SISTEMA TOYOTA DE PRODUÇÃO

description: Este artigo objetivou identificar as perdas no processo produtivo de uma construtora civil prestadora de serviços. A estratégia de pesquisa adotada foi o estudo de caso, analisando o processo produtivo de acordo com os conceitos do sistema Toyota de Produção, levantando os dados necessários por meio de entrevista com o gestor da empresa, visita in loco e elaboração de revisão conceitual sobre o tema. O Sistema Toyota se destaca na atualidade por ser um dos sistemas mais eficientes, ágeis e livre de desperdícios. Como principais identificou-se algumas perdas nos processos analisados, dando destaque para a falta da mensuração do estoque de segurança que resulta na mudança da frente de serviço por falta de material.
DOI: 10.6084/m9.figshare.1583396.v1
title: The Advantages of Using Group Means in Estimating the Lorenz Curve and Gini Index from Grouped Data

description: A recent article proposed a histogram-based method for estimating the Lorenz curve and Gini index from grouped data that did not utilize the group means reported by government agencies. When comparing their method to one based on group means, the authors assume a uniform density in each grouping interval, which leads to an overestimate of the overall average income. After reviewing the additional information in the group means, it will be shown that as the number of groups increases, the bounds on the Gini index obtained from the group means become narrower. This is not necessarily true for the histogram method. Two simple interpolation methods using the group means are described and the accuracy of the estimated Gini index they yield and the histogram-based one are compared to the published Gini index for the 1967-2013 period. The average absolute errors of the estimated Gini index obtained from the two methods using group means are noticeably less than that of the histogram based method.
DOI: 10.6084/m9.figshare.1583386.v1
title: IDENTIFICAÇÃO DE PERDAS NO SISTEMA DE PRODUÇÃO DE UMA EMPRESA DE CONSTRUÇÃO CIVIL COM BASE NO SISTEMA TOYOTA DE PRODUÇÃO

description: Este artigo objetivou identificar as perdas no processo produtivo de uma construtora civil prestadora de serviços. A estratégia de pesquisa adotada foi o estudo de caso, analisando o processo produtivo de acordo com os conceitos do sistema Toyota de Produção, levantando os dados necessários por meio de entrevista com o gestor da empresa, visita in loco e elaboração de revisão conceitual sobre o tema. O Sistema Toyota se destaca na atualidade por ser um dos sistemas mais eficientes, ágeis e livre de desperdícios. Como principais identificou-se algumas perdas nos processos analisados, dando destaque para a falta da mensuração do estoque de segurança que resulta na mudança da frente de serviço por falta de material.
DOI: 10.6084/m9.figshare.1583382
title: Evaluating Threats in Multinational Marine Ecosystems: A Coast Salish First Nations and Tribal Perspective

description: Multiple proposed fossil fuel-related and port development projects in the Salish Sea, a 16,925 km2 inland sea shared by Washington State (USA), British Columbia (Canada), and Indigenous Coast Salish governments, have the potential to increase marine vessel traffic and negatively impact natural resources. These are data on those proposed projects and potential impacts to resources important to Coast Salish.
DOI: 10.6084/m9.figshare.1583382.v1
title: Evaluating Threats in Multinational Marine Ecosystems: A Coast Salish First Nations and Tribal Perspective

description: Multiple proposed fossil fuel-related and port development projects in the Salish Sea, a 16,925 km2 inland sea shared by Washington State (USA), British Columbia (Canada), and Indigenous Coast Salish governments, have the potential to increase marine vessel traffic and negatively impact natural resources. These are data on those proposed projects and potential impacts to resources important to Coast Salish.
DOI: 10.6084/m9.figshare.1583347
title: Forest sector demographics in Slovenia

description: There are three files in this fileset: 1. An r script to produce 3 charts and examine some very basic information about the data. 2. A file with 3 charts that the r script produces. 3. The dataset used by the r script. The charts are outtakes (+ 1 extra) from a market analysis the InnoRenew CoE performed. These show the age and gender demographics of Slovenia's forest sector and it's sub-sectors along with a few related sectors. The charts make it easy to see the gender imbalance, and the age makeup of the Slovenia's forest sector. All sub-sectors are heavily skewed towards male workers. The age breakdown for the overall forest sector (in our analysis this includes primary wood production, paper, furniture, civil engineering and construction, and architecture -- this clearly includes non-wood activities, but that's okay for our purposes) is fairly balanced. However, most of these young workers are isolated in architecture, while other forest sector fields are very skewed towards older workers. If companies have a hard time time recruiting younger, new workers, they will face a labour shortages in the near future as their current labour force begins to retire.
DOI: 10.6084/m9.figshare.1583347.v1
title: Forest sector demographics in Slovenia

description: There are three files in this fileset: 1. An r script to produce 3 charts and examine some very basic information about the data. 2. A file with 3 charts that the r script produces. 3. The dataset used by the r script. The charts are outtakes (+ 1 extra) from a market analysis the InnoRenew CoE performed. These show the age and gender demographics of Slovenia's forest sector and it's sub-sectors along with a few related sectors. The charts make it easy to see the gender imbalance, and the age makeup of the Slovenia's forest sector. All sub-sectors are heavily skewed towards male workers. The age breakdown for the overall forest sector (in our analysis this includes primary wood production, paper, furniture, civil engineering and construction, and architecture -- this clearly includes non-wood activities, but that's okay for our purposes) is fairly balanced. However, most of these young workers are isolated in architecture, while other forest sector fields are very skewed towards older workers. If companies have a hard time time recruiting younger, new workers, they will face a labour shortages in the near future as their current labour force begins to retire.
DOI: 10.6084/m9.figshare.1583341
title: CB, Borgeaud and Bshary 2015

description: Data on Tolerance and Support. Details are given in the joined .txt files
DOI: 10.6084/m9.figshare.1583326
title: Phylogeography of the common toad (Bufo bufo, Lissamphibia: Anura) in Switzerland

description: While <em>Bufo bufo</em> is widespread in Europe, the closely related <em>B. spinosus</em> is parapatrically distributed in Western Europe and Northern Africa. The exact course of the contact zone between both taxa, however, is still unknown. 24 samples from Switzerland were analysed using mitochondrial and nuclear markers combined with 243 previously published samples from Europe and Asia. No haplotypes of <em>B. spinosus</em> were detected in Switzerland, only two mitochondrial haplotypes of <em>B. bufo</em>: one north and south of the Alps, the other only north of the Alps. Both haplotypes are also widely distributed in Eastern and Central Europe. These results agree with a postglacial recolonisation of Central Europe from refugia on the Balkan Peninsula. The occurrence of one haplotype north and south of the Alps can be explained by colonisation either from the north by crossing the Alps or from the east along the southern edge of the Alps. The rapid postglacial recolonisation from Balkan refugia might have prevented the spread of southern haplotypes from Italy and of <em>B. spinosus</em> from France.
DOI: 10.6084/m9.figshare.1583341.v1
title: CB, Borgeaud and Bshary 2015

description: Data on Tolerance and Support. Details are given in the joined .txt files
DOI: 10.6084/m9.figshare.1583326.v1
title: Phylogeography of the common toad (Bufo bufo, Lissamphibia: Anura) in Switzerland

description: While <em>Bufo bufo</em> is widespread in Europe, the closely related <em>B. spinosus</em> is parapatrically distributed in Western Europe and Northern Africa. The exact course of the contact zone between both taxa, however, is still unknown. 24 samples from Switzerland were analysed using mitochondrial and nuclear markers combined with 243 previously published samples from Europe and Asia. No haplotypes of <em>B. spinosus</em> were detected in Switzerland, only two mitochondrial haplotypes of <em>B. bufo</em>: one north and south of the Alps, the other only north of the Alps. Both haplotypes are also widely distributed in Eastern and Central Europe. These results agree with a postglacial recolonisation of Central Europe from refugia on the Balkan Peninsula. The occurrence of one haplotype north and south of the Alps can be explained by colonisation either from the north by crossing the Alps or from the east along the southern edge of the Alps. The rapid postglacial recolonisation from Balkan refugia might have prevented the spread of southern haplotypes from Italy and of <em>B. spinosus</em> from France.
DOI: 10.6084/m9.figshare.1583343
title: The potential clinical impact of the release of two drafts of the human proteome

description: The authors have carried out an investigation of the two “draft maps of the human proteome” published in 2014 in <i>Nature</i>. The findings include an abundance of poor spectra, low-scoring peptide-spectrum matches and incorrectly identified proteins in both these studies, highlighting clear issues with the application of false discovery rates. This noise means that the claims made by the two papers – the identification of high numbers of protein coding genes, the detection of novel coding regions and the draft tissue maps themselves – should be treated with considerable caution. The authors recommend that clinicians and researchers do not use the unfiltered data from these studies. Despite this these studies will inspire further investigation into tissue-based proteomics. As long as this future work has proper quality controls, it could help produce a consensus map of the human proteome and improve our understanding of the processes that underlie health and disease.