cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc28tj2q
title: CCDC 2109893: Experimental Crystal Structure Determination

description: Related Article: Clarence Tan, Hendrik Tinnermann, Simon Sung, Li Heng Kat, Rowan D. Young|2021|Organometallics|40|4098|doi:10.1021/acs.organomet.1c00538
DOI: 10.21227/snfs-zy63
title: Linear Accelerator Multi-Collimator Leaves' displacement Data

description: One of the industries that uses Machine Learning is Radiation Oncology where it’s used to tackle automation of quality assurance checks in order to reduce, avoid and/or eliminate frequent mistakes and faults occurrence during Treatment by Linear Accelerator with Multi-leaf Collimator (Linac MLC). Most of Machine Learning applications have been implemented using supervised learning algorithms rather than unsupervised ones. But, most of the time, there’s an obvious bias in choosing which supervised machine learning algorithm to use. And this bias may lead to lower accuracy in prediction results.  So In this paper, we have proposed by evidence the newly use of Logistic Regression algorithm to predict Linac MLC’s positioning accuracy problem which achieved 98.68% prediction accuracy with robust and stable performance across different sets of Linac MLC’s positioning displacement data. We have got this evidence by evaluating the performance for different supervised machine learning algorithms (i.e. Logistic Regression, Decision Tree, Support Vector Machine, Random Forest, Naïve Bayes, and K-Nearest Neighbor) in the prediction of Linac MLC’s positioning accuracy problem utilizing leaves’ positioning displacement dataset that are already have labeled results as training and test dataset. The Performance have been evaluated by two factors; measuring the prediction accuracy and Receiver operating characteristic curve per each algorithm [2]. Based on that evaluation, and in order to get near-optimum performance prediction in the prediction of Linac MLC’s leaf positioning accuracy, we have successfully proposed the proper selection order for supervised Machine Learning algorithms.  And thus the selection bias have been successfully avoided as well as the negative side effects (i.e. ineffective preventive maintenance plan for Linac MLC to avoid and solve cause behind inaccurate leaf displacement such as motor fatigue and stuck problems) that could have happened if such selection bias occurred.
DOI: 10.5519/qd.8hw7s1y0
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1391 records)
DOI: 10.34740/kaggle/dsv/3021956
title: AutoXGB
DOI: 10.21227/5jx2-fj37
title: Judi Olympus Slot Online

description: sabung ayam sv388 judi olympus slot online
DOI: 10.25919/3w58-5q74
title: Parkes observations for project P885 semester 2021OCTS_08

description: We request a reduced monitoring cadence for the magnetars 1E 1547.0-5408 and Swift J1818.0-1607 to once every 10 days, to track their rotation, flux density, and polarisation. Swift J1818.0-1607 remains very dynamic, and the unique UWL capabilities promise new opportunities to probe still mysterious radio emission mechanisms in magnetars. Our timing results indicate that 1E 1547.0-5408 is currently a more stable rotator, supporting the diminished cadence. We will observe XTE J1810-197 and PSR J1622-4950 less frequently, to complement monitoring elsewhere. The overall request is 18 hours.
DOI: 10.25919/9ctr-xx13
title: Parkes observations for project P737 semester 2021OCTS_03

description: The aim of this proposal is to carry out tests of the new backend instruments which cannot be carried out during standard maintenance periods. The scheduled time is used to measure beam shapes, determine polarisation calibration solutions and commission the National Facility observing modes for the new wide-band receiver.
DOI: 10.6084/m9.figshare.18093263
title: Uttar Pradesh Flood Analysis Data (1953-2017)

description: Uttar Pradesh is home of 31 rivers, out of them Ganga river is the largest one. Uttar Pradesh India is prone to severe floods year after year. Here, is the data of year wise flood events from 1953 to 2017 in Uttar Pradesh. <br>The complete data is publicly available at https://data.gov.in/resources/year-wise-statement-showing-flood-damage-india-uttar-pradesh-madhya-pradesh-and-bihar-1953
DOI: 10.5281/zenodo.5831330
title: Quantification of salt stress in wheat leaves by Raman spectroscopy and machine learning

description: Train and test datasets used in the manusicript "Quantification of salt stress in wheat leaves by Raman spectroscopy and machine learning". Trained models are included.
DOI: 10.5517/ccdc.csd.cc28thp9
title: CCDC 2109881: Experimental Crystal Structure Determination

description: Related Article: Clarence Tan, Hendrik Tinnermann, Simon Sung, Li Heng Kat, Rowan D. Young|2021|Organometallics|40|4098|doi:10.1021/acs.organomet.1c00538
DOI: 10.5517/ccdc.csd.cc28thrc
title: CCDC 2109883: Experimental Crystal Structure Determination

description: Related Article: Clarence Tan, Hendrik Tinnermann, Simon Sung, Li Heng Kat, Rowan D. Young|2021|Organometallics|40|4098|doi:10.1021/acs.organomet.1c00538
DOI: 10.5517/ccdc.csd.cc28thsd
title: CCDC 2109884: Experimental Crystal Structure Determination

description: Related Article: Clarence Tan, Hendrik Tinnermann, Simon Sung, Li Heng Kat, Rowan D. Young|2021|Organometallics|40|4098|doi:10.1021/acs.organomet.1c00538
DOI: 10.25919/q26r-hk88
title: Parkes observations for project P1134 semester 2021OCTS_04

description: We propose timing and broadband follow-up observations of an intermittent pulsar candidate that has emerged from our ongoing processing of the SMART survey data. Initial analysis suggests the possibility of it being either an extreme nuller, or possibly an intermittent (state-switching) pulsar, of which only a handful are currently known. These rare type of pulsars continue to pose challenges in our quest to uncover the elusive emission mechanism. The proposed observations will help further elucidate the intermittent nature and its frequency dependence, and will allow us to determine the pulsar's spin and astrometric parameters via regular timing observations. We will also undertake polarimetric analysis to further explore the emission properties, and to determine the pulsar's emission geometry.
DOI: 10.34740/kaggle/dsv/3022079
title: Omicron daily cases by country (COVID-19 variant)
DOI: 10.5281/zenodo.5831472
title: Number of Water Collection, Treatment and Supply Enterprises

description: An imputed dataset based on the Eurostat database Business demography by size class (from 2004 onwards, NACE Rev. 2)
DOI: 10.5281/zenodo.5831471
title: Number of Water Collection, Treatment and Supply Enterprises

description: An imputed dataset based on the Eurostat database Business demography by size class (from 2004 onwards, NACE Rev. 2)
DOI: 10.25919/b35c-e390
title: Parkes observations for project P1050 semester 2021OCTS_15

description: This is a request for observing time for the timing campaign of new pulsar discoveries from the reprocessing of the low-latitude Galactic plane section of the HTRU survey (P630). We have now completed 90 % of the survey with GPU based coherent acceleration search, template bank and fast folding algorithm pipelines, and now have discovered 92 previously unknown pulsars and 8 "class A" pulsars awaiting confirmation. Interesting science can usually only be derived from a new pulsar after confirmation and a follow-up timing campaign is carried out. One year of initial timing is the minimum timespan required to fully characterise any newly-discovered pulsars, essential for deriving pulsar parameters such as the characteristic age, magnetic field strength, spin-down rate, as well as to detect any unexpected behaviour of the pulsar which might result from emission instabilities. Pulsars on the observing list here have been confirmed in the previous and current 2021APRS semesters, the follow-up timing in OCTS2021 will produce completely new and exciting results. In addition, this timing project will allow us to measure the true Galactic plane pulsar population and the boundaries of pulsar parameter space in the galactic plane.
DOI: 10.6084/m9.figshare.18093341
title: rawData.mat

description: A subset of the (artefact removed) raw data used to create figure 4A in the article: <b>Multichannel optogenetics combined with laminar recordings for ultra-controlled neuronal interrogation</b>
DOI: 10.6084/m9.figshare.18093341.v1
title: rawData.mat

description: A subset of the (artefact removed) raw data used to create figure 4A in the article: <b>Multichannel optogenetics combined with laminar recordings for ultra-controlled neuronal interrogation</b>
DOI: 10.15161/oar.it/74396
title: CovidStat project data

description: This record contains the daily updated data of the CovidStat project. CovidStat is a project carried out by the CovidStat Working Group at INFN, whose creation was promoted within the Italian National Institute of Nuclear Physics with the aim of making a statistical analysis of the data provided daily by the Civil Protection on the spread of the pandemic in Italy. CovidStat data can interactively be browsed at https://covid19.infn.it.
description: The software to process this Root TTree is in the related identifier. Be sure to use the right corresponding version, based on the data in which Root TTree was generated.
DOI: 10.5281/zenodo.5830383
title: tedfsfdsfdsfs

description: dsfdsfs
DOI: 10.17894/ucph.27e249b6-53ac-43d6-aaaf-c9b363737b24
title: Supplementary
DOI: 10.6084/m9.figshare.18093353
title: whole-graph-embedding-for-polycentricity

description: Conventional polycentricity scores and embedding vectors of UB CBSAs.
DOI: 10.6084/m9.figshare.18093353.v1
title: whole-graph-embedding-for-polycentricity

description: Conventional polycentricity scores and embedding vectors of UB CBSAs.
DOI: 10.6084/m9.figshare.18093359
title: Thematic Anaylsis Master Table of SCSW

description: Table of Thematic Analysis conducted during Phase I of Social Cynicism Scale for Women (SCSW)
DOI: 10.6084/m9.figshare.18093368
title: EFA Dataset of SCSW

description: Dataset for Phase II of SCSW
DOI: 10.6084/m9.figshare.18093371
title: CFA Dataset SCSW

description: CFA Dataset for Phase III of SCSW
DOI: 10.6084/m9.figshare.18093371.v1
title: CFA Dataset SCSW

description: CFA Dataset for Phase III of SCSW
DOI: 10.5281/zenodo.5831558
title: NAME:Endosperm preferentially expressed genes highlight unique activities in the wheat filling endosperm

description: <strong>Supplementary Table</strong>
DOI: 10.6084/m9.figshare.18093380
title: Gratitude; Empathy & CL Data.xlsx

description: Gratitude promotes relationship formation, maintenance, and satisfaction, therefore, it may be related to compassionate love. Though theoretical evidence supports the argument that gratitude and compassionate love are related to empathy, however, no studies have empirically investigated the relationship between gratitude and compassionate love with empathy impacting the relationship. Empathy increases with age in people. Therefore, the present study examined the moderated mediated effect of age and empathy on the relationship between gratitude and compassionate love. Three hundred and eighteen people from India between the age of 20 and 52 were recruited and completed an online, multi-section questionnaire that includes measures of gratitude, empathy, and compassionate love. Statistical analyses showed a significant moderated mediation effect, with age affecting the relationship between gratitude and compassionate love indirectly (via empathy). As people age, they experience higher gratitude which positively affects their empathy and which in turn increases compassionate love. The implication of these findings can be applied to research areas and clinical setup. This can play a significant role in gratitude and empathy interventions for clinicians’ mental health and well-being.
DOI: 10.25919/za88-vm80
title: Parkes observations for project PX500 semester 2021OCTS_17

description: This proposal relates to time purchased by the Chinese Academy of Sciences for Parkes follow-up confirmation and timing of FAST discoveries. As the observing time has been purchased this proposal (and the related PX501) does not require TAC grading. The primary reason for submitting a proposal is to ensure an outreach statement and that the proposal is entered into OPAL for the data archive to access. The Chinese team have two time requests. The time scheduled for the first, relating to this proposal, will be allocated in blocks of 24 hours and the data will become available in the data archive with an 18 month embargo period. The second type of time will be scheduled in shorter blocks and the data archived with a 10 year embargo.
DOI: 10.5281/zenodo.5831575
title: The Regional Coupled Suite (RCS): application of a flexible regional coupled modelling framework to the Indian region at km-scale

description: Supporting data for figures in GMD draft paper: The Regional Coupled Suite (RCS): application of a flexible regional coupled modelling framework to the Indian region at km-scale.
DOI: 10.5281/zenodo.5831594
title: Endosperm preferentially expressed genes highlight unique activities in the wheat filling endosperm

description: <strong>Supplementary Table</strong>
DOI: 10.5281/zenodo.5778194
title: Endosperm preferentially expressed genes highlight unique activities in the wheat filling endosperm

description: <strong>Supplementary Table</strong>
DOI: 10.34740/kaggle/dsv/3022717
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.5281/zenodo.5831611
title: Japanese Fake News Dataset

description: Japanese Fake News Dataset Read our project page for more details: https://hkefka385.github.io/dataset/fakenews-japanese/
DOI: 10.34740/kaggle/dsv/3022745
title: 2021 World Population (updated daily)
DOI: 10.25416/ntr.17712140
title: We Don't Need Those Learning Outcomes

description: In 2016, Leeds College of Art (renamed Leeds Arts University in September 2017) decided that the opportunity to apply for Taught Degree Awarding Powers (TDAP) offered an opportunity to undertake a fundamental review of its learning, teaching and assessment strategies.<br>In this paper Professor Paul Klieiman presents the outcomes of this innovative work.<br><br>Follow Paul on Twitter:<b>@cieleducation / @drpaulkleiman</b><b><br></b><br>
DOI: 10.25416/ntr.17712140.v1
title: We Don't Need Those Learning Outcomes

description: In 2016, Leeds College of Art (renamed Leeds Arts University in September 2017) decided that the opportunity to apply for Taught Degree Awarding Powers (TDAP) offered an opportunity to undertake a fundamental review of its learning, teaching and assessment strategies.<br>In this paper Professor Paul Klieiman presents the outcomes of this innovative work.<br><br>Follow Paul on Twitter:<b>@cieleducation / @drpaulkleiman</b><b><br></b><br>
DOI: 10.5519/qd.8b3k33ct
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (997 records)
DOI: 10.5281/zenodo.5830910
title: Human ISMRMRD datasets for "MaxGIRF: Image Reconstruction Incorporating Concomitant Field and Gradient Impulse Response Function Effects"

description: Human axial and sagittal ISMRMRD datasets for "MaxGIRF: Image Reconstruction Incorporating Concomitant Field and Gradient Impulse Response Function Effects". Code to process and reconstruct the data is available here: https://github.com/usc-mrel/lowfield_maxgirf
DOI: 10.5281/zenodo.5830909
title: Human ISMRMRD datasets for "MaxGIRF: Image Reconstruction Incorporating Concomitant Field and Gradient Impulse Response Function Effects"

description: Human axial and sagittal ISMRMRD datasets for "MaxGIRF: Image Reconstruction Incorporating Concomitant Field and Gradient Impulse Response Function Effects". Code to process and reconstruct the data is available here: https://github.com/usc-mrel/lowfield_maxgirf
DOI: 10.34740/kaggle/dsv/3022905
title: COVID Vaccination in World (updated daily)
DOI: 10.5281/zenodo.5831609
title: Test automation maturity dataset

description: This repository contains the dataset for the paper: Wang, Y., Mäntylä, M., Liu, Z., Markkula, J., Test Automation Maturity Improves Product Quality –Quantitative Study of Open Source Projects Using continuous integration. This dataset collected data from 37 java open source projects, which are actively adopting test automation using the Maven framework under the Travis CI environment, from two snapshots: Snapshot 2 represents the state of the project on 18th January 2021; Snapshot 1 represents the state of the project on 18th January 2020. The dataset contains the following files: - project data.csv: project data mined from project repositories. <br> - project_data_column_description. txt : the description to columns in project_data.csv<br> - Survey data: responses from the "Test automation maturity survey"<br> - Test class: test classes of each project at two snapshots<br> - Test logs: test logs of each project between two snapshots
DOI: 10.5281/zenodo.5830361
title: Test automation maturity dataset

description: This repository contains the dataset for the paper: Wang, Y., Mäntylä, M., Liu, Z., Markkula, J., Test Automation Maturity Improves Product Quality –Quantitative Study of Open Source Projects Using continuous integration. This dataset collected data from 37 java open source projects, which are actively adopting test automation using the Maven framework under the Travis CI environment, from two snapshots: Snapshot 2 represents the state of the project on 18th January 2021; Snapshot 1 represents the state of the project on 18th January 2020. The dataset contains the following files: - project data.csv: project data mined from project repositories. <br> - project_data_column_description. txt : the description to columns in project_data.csv<br> - Survey data: responses from the "Test automation maturity survey"<br> - Test class: test classes of each project at two snapshots<br> - Test logs: test logs of each project between two snapshots
DOI: 10.6084/m9.figshare.18093674
title: The winter wheat yield of north China in 2005-2014.xlsx

description: The winter wheat yield data that used in our work were gathered by the Agricultural Statistical Yearbook of the Ministry of Agriculture of China. But the data are not publicly available online.Thus we provide the link of this data.
DOI: 10.18112/openneuro.ds003974.v2.0.0
title: The Reading Brain Project L1 Adults
DOI: 10.18112/openneuro.ds003974.v3.0.0
title: The Reading Brain Project L1 Adults
DOI: 10.34740/kaggle/dsv/3023282
title: Omicron daily cases by country (COVID-19 variant)
DOI: 10.6084/m9.figshare.18093857
title: Metabolomics-POS

description: We converted the original data into mzXML format using ProteoWizard software. We used an internal program for processing, developed by R for peak extraction, calibration and integration based on XCMS. We further processed the data matrix by removing more than 50% of the peaks of missing values in the samples. Using half of the minimum of the simulation method to simulate and fill in some missing values of the original data. The new standardized data matrix was produced by the internal standard (IS). And an in-house MS2 database (BiotreeDB), KEGG(www.genome.jp/kegg) and online database of HMDB (www.hmdb.ca) were applied to metabolite annotation. The cutoff value for comments was 0.3. In order to compare the differences of metabolomic characteristics between healthy people and IgAN patients, we used multivariate statistical analysis, including orthogonal projections to latent structures-discriminant analysis (OPLS-DA) and the method of principal component analysis (PCA).
DOI: 10.6084/m9.figshare.18093857.v1
title: Metabolomics-POS

description: We converted the original data into mzXML format using ProteoWizard software. We used an internal program for processing, developed by R for peak extraction, calibration and integration based on XCMS. We further processed the data matrix by removing more than 50% of the peaks of missing values in the samples. Using half of the minimum of the simulation method to simulate and fill in some missing values of the original data. The new standardized data matrix was produced by the internal standard (IS). And an in-house MS2 database (BiotreeDB), KEGG(www.genome.jp/kegg) and online database of HMDB (www.hmdb.ca) were applied to metabolite annotation. The cutoff value for comments was 0.3. In order to compare the differences of metabolomic characteristics between healthy people and IgAN patients, we used multivariate statistical analysis, including orthogonal projections to latent structures-discriminant analysis (OPLS-DA) and the method of principal component analysis (PCA).
DOI: 10.5281/zenodo.4486286
title: Data for 'Selfish migrants: How a meiotic driver is selected to increase dispersal'

description: Data for 'Selfish migrants: How a meiotic driver is selected to increase dispersal' Please refer to the README for information.
DOI: 10.5281/zenodo.4486285
title: Data for 'Selfish migrants: How a meiotic driver is selected to increase dispersal'

description: Data for 'Selfish migrants: How a meiotic driver is selected to increase dispersal' Please refer to the README for information.
DOI: 10.5517/ccdc.csd.cc284jfd
title: CCDC 2089723: Experimental Crystal Structure Determination

description: Related Article: Ke Lou, Fenghua Zu, Jianjun Yi, Chunming Cui|2021|Organometallics|40|4092|doi:10.1021/acs.organomet.1c00501
DOI: 10.25345/c5jc6j
title: MassIVE MSV000088664 - Hemocyte proteome in clam Mercenaria mercenaria
title: Circulating hemocytes in the hemolymph represent the backbone of innate immunity in bivalves. Hemocytes are also found in the extrapallial fluid (EPF), the space delimited between the shell and the mantle, which is the site of shell biomineralization. This study investigated the transcriptome, proteome, and function of hemocytes found in the EPF and hemolymph in the hard clam Mercenaria mercenaria. Total and differential hemocyte counts were similar between EPF and hemolymph. Overexpressed genes in the EPF were found to have domains previously identified as being part of the biomineralization toolkit and involved in bivalve shell formation. Biomineralization related genes included chitin-metabolism genes, carbonic anhydrase, perlucin, and insoluble shell matrix protein genes. Overexpressed genes in the EPF encoded proteins present at higher abundances in the EPF proteome, specifically those related to shell formation such as carbonic anhydrase and insoluble shell matrix proteins. Genes coding for bicarbonate and ion transporters were also overexpressed, suggesting that EPF hemocytes are involved in regulating the availability of ions critical for biomineralization. Functional assays also showed that Ca2+ content of hemocytes in the EPF were significantly higher than those in hemolymph, supporting the idea that hemocytes serve as a source of Ca2+ during biomineralization. Overexpressed genes and proteins also contained domains such as C1q that have dual functions in biomineralization and immune response. The percent of phagocytic granulocytes was not significantly different between EPF and hemolymph. Together, these findings suggest that hemocytes in EPF have dual functions of biomineralization and immunity.
DOI: 10.5281/zenodo.5831779
title: PubChem Compounds with MeSH Annotations

description: PubChem database was searched for compounds that had a MeSH annotation. It is great that PubChem now allows a direct download for these compounds in a rich CSV file.
DOI: 10.21227/y3pm-1113
title: Can Artificial Intelligence Untangle Distorted and Compressed Geometries Associated with SAR Images of 3D Objects ? 

description: Remote imaging systems raise unprecedented challenges in artificial intelligence. The dataset provided (extracted from the SpaceNet 6 challenge) shows SAR images having distorted intensities (compared to the expected results, the latter being visible in the RGB and NIR images which are also provided) due to the geophysics of the SAR acquisition system and the geometries of ground objects. Can we teach an Artificial Intelligence to find the right re-projections for automatically correcting such distorted and compressed intensities ?