cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/hfc4-9q64
title: Binary classifiers' outputs for ensemble creation

description: This dataset was created based on the paper 'Andras Hajdu, Gyorgy Terdik, Attila Tiba, and Henrietta Toman:A stochastic approach to handle knapsack problems in the creation of ensembles'.To summarize our experimental setup for UCI binary classification problems, we have considered baseclassifiers perceptron, decision tree, Levenberg-Marquardt feedforward neural network, random neural network,and discriminative restricted Boltzmann machine classifier for the 5 UCI datasets MAGIC Gamma Telescope, HIGGS, EEG EyeState,Musk (Version 2), and Spambase; datasets of large cardinalities were selected to be able to train synthetic variants of base classifiers on different subsets.To check our models for different numbers of possible ensemble members, the respective pool sizes were set to 30 and 100;the necessary number of classifiers has been reached via synthesizing the base classifiers with training them on different subsets of the training part of the given datasets.
DOI: 10.21227/c6en-nf11
title: Binary classifiers' outputs for ensemble creation

description: This dataset was created based on the paper 'Andras Hajdu, Gyorgy Terdik, Attila Tiba, and Henrietta Toman:A stochastic approach to handle knapsack problems in the creation of ensembles'.To summarize our experimental setup for UCI binary classification problems, we have considered baseclassifiers perceptron, decision tree, Levenberg-Marquardt feedforward neural network, random neural network,and discriminative restricted Boltzmann machine classifier for the 5 UCI datasets MAGIC Gamma Telescope, HIGGS, EEG EyeState,Musk (Version 2), and Spambase; datasets of large cardinalities were selected to be able to train synthetic variants of base classifiers on different subsets.To check our models for different numbers of possible ensemble members, the respective pool sizes were set to 30 and 100;the necessary number of classifiers has been reached via synthesizing the base classifiers with training them on different subsets of the training part of the given datasets.
DOI: 10.21227/yyc7-qs73
title: Binary classifiers' outputs for ensemble creation

description: This dataset was created based on the paper 'Andras Hajdu, Gyorgy Terdik, Attila Tiba, and Henrietta Toman:A stochastic approach to handle knapsack problems in the creation of ensembles'.To summarize our experimental setup for UCI binary classification problems, we have considered baseclassifiers perceptron, decision tree, Levenberg-Marquardt feedforward neural network, random neural network,and discriminative restricted Boltzmann machine classifier for the 5 UCI datasets MAGIC Gamma Telescope, HIGGS, EEG EyeState,Musk (Version 2), and Spambase; datasets of large cardinalities were selected to be able to train synthetic variants of base classifiers on different subsets.To check our models for different numbers of possible ensemble members, the respective pool sizes were set to 30 and 100;the necessary number of classifiers has been reached via synthesizing the base classifiers with training them on different subsets of the training part of the given datasets.
DOI: 10.7910/dvn/vgravh/w8yrwn
title: Abdi_P.falciparum_gene_expression_dataset.tab

description: :unav
DOI: 10.7910/dvn/e3ly2h/acoaoi
title: Article.doc

description: Edited article. CC-BY 4.0 (attribution required).
DOI: 10.7910/dvn/e3ly2h/gnuswe
title: Article.pdf

description: Edited article. CC-BY 4.0 (attribution required).
DOI: 10.7910/dvn/iqvcsu
title: Model output for modelled and observed volcanic aerosol control on stratospheric NOy and Cly

description: Model output for all variables analyzed in the paper submitted to JGR: Atmospheres.
DOI: 10.5281/zenodo.3236084
title: In-situ data recorded from thaumatin crystals on Diamond Light Source VMXi

description: Data collected as part of routine beamline commissioning, from samples of thaumatin grown in 0.1 M Sodium citrate, 0.75M Sodium / Potassium tartrate. Data were collected in unattended mode with positions identified <em>via</em> SynchWeb from photographs taken with a Formulatrix imaging system (picture included.) Each data set consists of 200 images taken with an Eiger 2X 4M detector at a distance of 186mm, with exposure time of 2 ms, wavelength 0.97950 angstroms and 2% transmission with a DMM beam. Automated processing combined data using the xia2 multiplex tool to give a sufficiently complete data set for structure solution and refinement.
DOI: 10.5281/zenodo.3236085
title: In-situ data recorded from thaumatin crystals on Diamond Light Source VMXi

description: Data collected as part of routine beamline commissioning, from samples of thaumatin grown in 0.1 M Sodium citrate, 0.75M Sodium / Potassium tartrate. Data were collected in unattended mode with positions identified <em>via</em> SynchWeb from photographs taken with a Formulatrix imaging system (picture included.) Each data set consists of 200 images taken with an Eiger 2X 4M detector at a distance of 186mm, with exposure time of 2 ms, wavelength 0.97950 angstroms and 2% transmission with a DMM beam. Automated processing combined data using the xia2 multiplex tool to give a sufficiently complete data set for structure solution and refinement.
DOI: 10.17632/99fsg2cnb7.1
title: Data for: Detrital zircon U-Pb-Hf isotopes and whole-rock geochemistry of Neoproterozoic - Cambrian successions in the Cathaysia Block, South China Block: Implications on the assembly of Gondwana supercontinent

description: U-Th-Pb and Lu-Hf isotope Major and minor elements
DOI: 10.5519/qd.k5cfxhlg
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (4138 records)
DOI: 10.26300/0b9t-rd39
title: RTI_2012-640-07
DOI: 10.26300/9c29-7b15
title: RTI_2009_TH1-19_RightSide
DOI: 10.17632/c9vz39rd2m.1
title: Terrestrial Photogrammetric Reconstruction of Black Spruce (Picea mariana) Tree

description: This photogrammetric point cloud was constructed using a set of 12 spherical images taken at different heights at two locations around the tree. The tree is a black spruce (Picea mariana), with a diameter at breast height of 20.7 cm. The tree is located within Forest Management Unit S20 near the towns of Slave Lake and Swan Hills in Alberta, Canada. This research was funded by the AWARE (Assessment of Wood Attributes using Remote sEnsing) Natural Sciences and Engineering Research Council of Canada Collaborative Research and Development grant to a team led by Dr. Nicholas Coops with support from West Fraser and Alberta Agriculture and Forestry.
DOI: 10.26300/w6te-wk41
title: RTI_2009_TH1-19_LeftSide
DOI: 10.15468/2lptjc
title: Archilestcs guayaraca, nuevo Zygoptera de Venezuela (Odonata: Lestidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article De Marmels, J. (1982): Archilestcs guayaraca, nuevo Zygoptera de Venezuela (Odonata: Lestidae). Boletin de Entomologia Venezolana 2: 111-113, DOI: 10.5281/zenodo.3236075
DOI: 10.17632/85yvmk3rgv.1
title: Appendices_A Model_driven approach for SPrLE

description: Appendices of unpublished paper called "A Model-driven approach for software process line engineering"
DOI: 10.5281/zenodo.3236003
title: Behavioral economics approach to reduce injectable discontinuation rate in rural Ethiopia

description: Data used for the study titled "Application of behavioral economics principles to reduce injectable contraceptive discontinuation rate in rural Ethiopia: A stratified-pair, cluster-randomized field study" is reposited here. Data was analyzed using Stata 15.1. The repository includes the data and the Stata do-files that replicates the study results. The study manuscript has been submitted to Gates Open Research.
DOI: 10.5281/zenodo.3236070
title: The Middle East in 2025: Stakeholder's Engagement Meeting Report

description: On 10 and 11 January 2019, the Istituto Affari Internazionali (IAI), in collaboration with the Near East and South Asia (NESA) Center for Strategic Studies of the United States Department of Defense and the Qatar Armed Forces Strategic Studies Center (QAFSSC), organized the second MENARA Stakeholders’ Engagement Meeting with 32 participants, including representatives of Qatar’s government, academics and experts from Europe, the United States and the Persian Gulf region. The goal of the meeting was among others to discuss and test some of the Project's preliminary findings with regard to the regional order in the Middle East and North Africa (MENA) and the role of the European Union (EU) and other external players in the region with a group of authoritative stakeholders. This report summarizes the discussion during that meeting. This activity is part of the EU research project Middle East North Africa Regional Architecture (MENARA).
DOI: 10.15468/dl.wk7dk4
title: Occurrence Download

description: A dataset containing 347178 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poa nemoralis L."
 ]
}

 The dataset includes 347178 records from 1805 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078313-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.16456683.v1
title: Additional file 1 of Long non-coding RNAs HERH-1 and HERH-4 facilitate cyclin A2 expression and accelerate cell cycle progression in advanced hepatocellular carcinoma

description: Additional file 1.
DOI: 10.6084/m9.figshare.19078209.v2
title: Bayesian Basket Trial Design Accounting for Multiple Cutoffs of an Ambiguous Biomarker

description: Basket trial designs enroll patients with different cancer types but the same genetic mutation or biomarker to evaluate the treatment effect of targeted therapy. However, the explicit biomarker sometimes may not be clearly identified. In this article, we propose a Bayesian basket trial design to account for multiple cutoffs of ambiguous biomarkers and select the optimal cutoff window to maximize the beneficial subpopulation. A two-stage design is proposed for the estimation. Second, we propose threshold calibration and sample size determination to facilitate the design. Extensive simulations are conducted to demonstrate the operating characteristics of the two estimation methods in terms of probability of correct selection of optimal cutoff window and probability of efficacy.
DOI: 10.1184/r1/25213076
title: Data for "Ecological sound loudness in environmental sound representations"

description: The dataset contains average source recognition accuracy, familarity responses, and pleasantness ratings for all sounds across two level conditions: (1) Ecological level condition, and (2) Equal level condition. This data was collected to understand if ecological loudness is preserved in sound representations.
<br>
This data was published in the following paper:
Oszczapinska, U.,  Heller, L. M., Jang, S., & Nance, B. (2024). Ecological sound loudness in environmental sound representations. Express Letters in JASA.  
https://doi.org/10.1121/10.0024995
<br>
If this data is used in any way, we ask that you cite this repository and our paper.
DOI: 10.6084/m9.figshare.13310986
title: Additional file 7 of Application of genome-wide insertion/deletion markers on genetic structure analysis and identity signature of Malus accessions

description: Additional file 7: Supplementary Table S6. Comparison of genotypes of InDel markers between bud sports and corresponding wild-type Malus domestica cultivars.
DOI: 10.6084/m9.figshare.13310992
title: Additional file 9 of Application of genome-wide insertion/deletion markers on genetic structure analysis and identity signature of Malus accessions

description: Additional file 9: Supplementary Table S8. Parentage analysis of 66 Malus domestica cultivars using InDel markers.
DOI: 10.6084/m9.figshare.13310971
title: Additional file 2 of Application of genome-wide insertion/deletion markers on genetic structure analysis and identity signature of Malus accessions

description: Additional file 2: Supplementary Table S1. Sequences, PCR product sizes and primers of the 102 InDel markers.
DOI: 10.6084/m9.figshare.13310977.v1
title: Additional file 4 of Application of genome-wide insertion/deletion markers on genetic structure analysis and identity signature of Malus accessions

description: Additional file 4: Supplementary Table S3. Genotypes of the 102 InDel markers for 1,251 Malus accessions.
DOI: 10.6084/m9.figshare.13310974
title: Additional file 3 of Application of genome-wide insertion/deletion markers on genetic structure analysis and identity signature of Malus accessions

description: Additional file 3: Supplementary Table S2. Fluorescent labelled multiplex PCR matching schemes of the 102 insertion/deletion markers.
DOI: 10.6084/m9.figshare.13310980.v1
title: Additional file 5 of Application of genome-wide insertion/deletion markers on genetic structure analysis and identity signature of Malus accessions

description: Additional file 5: Supplementary Table S4. Malus accessions with shared genotype combinations of the 102 InDel markers.
DOI: 10.6084/m9.figshare.13310974.v1
title: Additional file 3 of Application of genome-wide insertion/deletion markers on genetic structure analysis and identity signature of Malus accessions

description: Additional file 3: Supplementary Table S2. Fluorescent labelled multiplex PCR matching schemes of the 102 insertion/deletion markers.
DOI: 10.6084/m9.figshare.13310980
title: Additional file 5 of Application of genome-wide insertion/deletion markers on genetic structure analysis and identity signature of Malus accessions

description: Additional file 5: Supplementary Table S4. Malus accessions with shared genotype combinations of the 102 InDel markers.
DOI: 10.6084/m9.figshare.13311001
title: Additional file 1 of Engineering prokaryotic regulator IrrE to enhance stress tolerance in budding yeast

description: Additional file 2: Table S1. Outline of differentially expressed genes in the strains BY4742/IrrE and BY4742/I24 relative to the control strain with or without FAP. log2foldchange &gt; 1.0 and p value &lt; 0.05.
DOI: 10.6084/m9.figshare.19078209
title: Bayesian Basket Trial Design Accounting for Multiple Cutoffs of an Ambiguous Biomarker

description: Basket trial designs enroll patients with different cancer types but the same genetic mutation or biomarker to evaluate the treatment effect of targeted therapy. However, the explicit biomarker sometimes may not be clearly identified. In this article, we propose a Bayesian basket trial design to account for multiple cutoffs of ambiguous biomarkers and select the optimal cutoff window to maximize the beneficial subpopulation. A two-stage design is proposed for the estimation. Second, we propose threshold calibration and sample size determination to facilitate the design. Extensive simulations are conducted to demonstrate the operating characteristics of the two estimation methods in terms of probability of correct selection of optimal cutoff window and probability of efficacy.
DOI: 10.6084/m9.figshare.13297543
title: Additional file 3 of Temporal salt stress-induced transcriptome alterations and regulatory mechanisms revealed by PacBio long-reads RNA sequencing in Gossypium hirsutum

description: Additional file 3: Table S1. Statistics of the PacBio sequencing and data processing.
DOI: 10.6084/m9.figshare.13297528
title: Additional file 10 of Temporal salt stress-induced transcriptome alterations and regulatory mechanisms revealed by PacBio long-reads RNA sequencing in Gossypium hirsutum

description: Additional file 10: Table S8. Differentially expressed genes related to ion homeostasis.
DOI: 10.6084/m9.figshare.13297531.v1
title: Additional file 11 of Temporal salt stress-induced transcriptome alterations and regulatory mechanisms revealed by PacBio long-reads RNA sequencing in Gossypium hirsutum

description: Additional file 11: Table S9. Differentially expressed transcription factors under salt stress.
DOI: 10.6084/m9.figshare.13297531
title: Additional file 11 of Temporal salt stress-induced transcriptome alterations and regulatory mechanisms revealed by PacBio long-reads RNA sequencing in Gossypium hirsutum

description: Additional file 11: Table S9. Differentially expressed transcription factors under salt stress.
DOI: 10.6084/m9.figshare.13297546
title: Additional file 4 of Temporal salt stress-induced transcriptome alterations and regulatory mechanisms revealed by PacBio long-reads RNA sequencing in Gossypium hirsutum

description: Additional file 4: Table S2. Statistics of the isoforms, corresponding genes and alternative splicing events.
DOI: 10.6084/m9.figshare.13297558
title: Additional file 8 of Temporal salt stress-induced transcriptome alterations and regulatory mechanisms revealed by PacBio long-reads RNA sequencing in Gossypium hirsutum

description: Additional file 8: Table S6. Differentially expressed genes related to hormone biosynthesis.
DOI: 10.6084/m9.figshare.16456779
title: Additional file 1 of Durvalumab (MEDI 4736) in combination with extended neoadjuvant regimens in rectal cancer: a study protocol of a randomised phase II trial (PRIME-RT)

description: SPIRIT checklist.
DOI: 10.6084/m9.figshare.13297546.v1
title: Additional file 4 of Temporal salt stress-induced transcriptome alterations and regulatory mechanisms revealed by PacBio long-reads RNA sequencing in Gossypium hirsutum

description: Additional file 4: Table S2. Statistics of the isoforms, corresponding genes and alternative splicing events.
DOI: 10.6084/m9.figshare.16456881.v1
title: Additional file 8 of Betamethasone administration during pregnancy is associated with placental epigenetic changes with implications for inflammation

description: Additional file 8: Table S5. Co-expressed genes in the turquoise WGCNA module and association with cg22363520
DOI: 10.6084/m9.figshare.16456872.v1
title: Additional file 6 of Betamethasone administration during pregnancy is associated with placental epigenetic changes with implications for inflammation

description: Additional file 6: Table S4. Association results of TBS analysis
DOI: 10.6084/m9.figshare.16456857.v1
title: Additional file 5 of Betamethasone administration during pregnancy is associated with placental epigenetic changes with implications for inflammation

description: Additional file 5: Table S3. EPIC CpGs significantly associated with gestational age
DOI: 10.6084/m9.figshare.16456872
title: Additional file 6 of Betamethasone administration during pregnancy is associated with placental epigenetic changes with implications for inflammation

description: Additional file 6: Table S4. Association results of TBS analysis
DOI: 10.6084/m9.figshare.16456809.v1
title: Additional file 10 of Betamethasone administration during pregnancy is associated with placental epigenetic changes with implications for inflammation

description: Additional file 10: Table S7. Genes from turquoise module overlapping with differential expressed genes in Uitert et al.
DOI: 10.6084/m9.figshare.16456857
title: Additional file 5 of Betamethasone administration during pregnancy is associated with placental epigenetic changes with implications for inflammation

description: Additional file 5: Table S3. EPIC CpGs significantly associated with gestational age
DOI: 10.13145/bacdive19435.20170829.2
title: Sorangium cellulosum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive19436.20170829.2
title: Nannocystis exedens

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive19437.20170829.2
title: Nannocystis exedens

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive19438.20170829.2
title: Sorangium cellulosum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive19439.20170829.2
title: Nannocystis exedens

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive19440.20170829.2
title: Sorangium cellulosum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive20279.20170829.2
title: Stigmatella erecta

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive20280.20170829.2
title: Sorangium cellulosum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive20281.20170829.2
title: Stigmatella erecta

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive20282.20170829.2
title: Stigmatella erecta

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive20283.20170829.2
title: Stigmatella erecta

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive20284.20170829.2
title: Sorangium cellulosum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive20285.20170829.2
title: Stigmatella erecta

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive21018.20170829.2
title: Sorangium cellulosum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive21019.20170829.2
title: Sorangium cellulosum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive21020.20170829.2
title: Nannocystis exedens

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive21021.20170829.2
title: Nannocystis exedens

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive21022.20170829.2
title: Nannocystis exedens

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive21023.20170829.2
title: Nannocystis exedens

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive18657.20170829.2
title: Myxococcus xanthus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive18658.20170829.2
title: Corallococcus coralloides

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive18659.20170829.2
title: Corallococcus coralloides

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.