cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15131/shef.data.11591775.v1
title: Credibility corpus fine-tuned ELMo contextual language model for early rumor detection on social media

description: This repository contains rumor task specific contextual neural language model that are fine-tuned on large credibility-focused social media dataset. <br><br>The model file contains fine-tuned and fixed bidirectional Language Model (biLM) weights that can be used to compute the sentence representation of candidate rumor tweets. The purpose of this release is for research only and for reproducing our results in the paper.<br>Contextual language model like ELMo provides deep, contextualised, and character based word representations by using bidirectional language models. Previous research shows that fine-tuning Neural Language Models (NLMs) with domain-specific data allows them to learn more meaningful word representations and provides a performance gain.<br>In our research, we fine-tuned pre-trained ELMo for early rumor detection task on social media dataset, we generate a dataset from CREDBANK. Sentences in original corpus are shuffled and split into training and hold-out sets. About 0.02% of the original data is used as the hold-out set. We also generate a test set using the PHEME data containing 6,162 tweets related to 9 events in the hope that it will offer an independent and robust evaluation of our hypothesis.<br>The model fine-tuned on Credbank dataset (denoted as "elmo_credbank") was trained more than 800 hours on a Intel E5-2630-v3 CPU with maximum 50GiB RAM used. For a comparative evaluation of its effectiveness, we also fine-tuned pre-trained ELMo model on SNAP corpus (denoted as "elmo_snap") which was trained more than 500 hours on a NVIDIA Kepler K40M GPU. Our results shows that a large improvement in perplexity on both hold-out set and test set with CREDBANK in comparison to the fine-tuned model with SNAP corpus.<br>Our research shows that a state-of-the-art NLMs and large credibility focused Twitter corpora can be employed to learn context-sensitive representations of rumor tweets.<br>For more details, please refer our papers as follows. Version "12262018.hdf5" was used in [2] and Version "10052019.hdf5" was used in [1]. The code using this language model can be found on github (https://github.com/soojihan/Multitask4Veracity).<br>[1] Han S., Gao, J., Ciravegna, F. (2019). "Neural Language Model Based Training Data Augmentation for Weakly Supervised Early Rumor Detection", The 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2019), Vancouver, Canada, 27-30 August, 2019<br>[2] Han S., Gao, J., Ciravegna, F. (2019). "Data Augmentation for Rumor Detection Using Context-Sensitive Neural Language Model With Large-Scale Credibility Corpus", Seventh International Conference on Learning Representations (ICLR) LLD,New Orleans, Louisiana, US
DOI: 10.17632/5fftzfkgkn
title: Risk Management and Performance of Health Supply Chain Projects in Uganda. The Case of Uganda Health Supply Chain Project

description: Abstract This study aimed at assessing the effect of risk management on performance of Health supply chain projects in Uganda using a case of Uganda Health Supply Chain project. The specific objectives were; to determine the effect of risk identification on the performance of health supply chain projects in Uganda; assess the effect of risk analysis on the performance of health supply chain projects in Uganda; investigate the extent to which planning for risk management affects the performance of health supply chain projects in Uganda and lastly determine the extent to which risk response and control affect performance of health supply chain projects in Uganda. The study was based on the normative decision theory of risk management and the positivism research philosophy. It employed a cross-sectional study design and adopted both quantitative and qualitative approaches. A total sample population of 196 was used. Primary data was collected using self-administered questionnaires for quantitative data and analyzed using STATA while qualitative data was collected using an interview guide and analyzed using the content analysis method. In this study, four hypotheses were tested using the logistic regression technique employing the p-value and odds ratio approach. Findings revealed a good understanding of the risk management concept among a majority of the respondents, but however, there was a low adoption of standard risk management practices. The study further revealed that a majority of the investigated practices had a significant effect on the level of time, cost and quality performance of health supply chain projects in Uganda. The study concluded that performance of health supply chain projects in Uganda has been below average due to low adoption of standard risk management practices. The study recommended prioritizing risk management high on the project’s management agenda by all supply chain projects in Uganda.
DOI: 10.17632/tkrkbj6s2k
title: Supplemental Table 1

description: Non-surgical treatments. Radiation was not included due to the variety of treatment methods and multiple treatments required.
DOI: 10.3535/tqr-exz-cr1
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wqr-3l7-xs3
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.18128912.v1
title: Cirrhinus cirrhosus AUGUTUS predicted genes in FASTA format

description: Cirrhinus cirrhosus (Mrigal) from Halda river, Bangladesh AUGUTUS predicted genes in FASTA format
DOI: 10.6084/m9.figshare.19608252.v2
title: tcga_tumor_normal_datascience_proj_2022

description: TCGA expression data
DOI: 10.6084/m9.figshare.3554541.v1
title: Appendix A. Pictures of each of the sites along the successional gradient, taken in the summer of July 2008.

description: Pictures of each of the sites along the successional gradient, taken in the summer of July 2008.
DOI: 10.17632/xpk4b48jbg
title: GISP - Gauss-integration subroutine pack

description: Title of program: GISP Catalogue Id: AAPE_v1_0 Nature of problem A calculation of definite integrals appears in almost all physical problems. In many cases the integrals have to be evaluated numerically. The present pack enables one to employ the Gauss integration method with an optional number of nodes for four different weight functions, i.e. for four different types of integrals. Versions of this program held in the CPC repository in Mendeley Data AAPE_v1_0; GISP; 10.1016/0010-4655(84)90070-5 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.3535/4ed-awy-b1c
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/l53-wkl-nln
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.24557836.v1
title: Fiber types switch after EA ST36

description: Data sheet for Figure 1-Figure8， FigureS1-FigureS4
DOI: 10.6084/m9.figshare.28702685
title: Qwen2.5-misleading

description: none<br>
DOI: 10.6084/m9.figshare.28702685.v1
title: Qwen2.5-misleading

description: none<br>
DOI: 10.3535/1rn-xjy-gc6
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/jmg-4ak-0by
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/3mj-sb5-1sy
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qn3-9nt-f1w
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.5125924.v1
title: Supplementary Material for: Postoperative Pulmonary Complications after Surgery in Patients with Interstitial Lung Disease

description: <b><i>Background:</i></b> Patients with interstitial lung disease (ILD) have a high incidence of postoperative pulmonary complications (PPCs) after lung resection, but there is little data about these complications in ILD after other types of surgery. <b><i>Objectives:</i></b> The aim of this study was to examine the characteristics and predictors of PPCs after major surgery in patients with ILD. <b><i>Methods:</i></b> We included 336 patients with ILD who underwent major surgery between January 2005 and December 2010 at two tertiary hospitals in Korea. All types of surgery that had been performed under general anesthesia were included. Demographic characteristics, preoperative lung function, and operative conditions including anesthesia time and estimated blood loss were compared between patients with and without PPCs. <b><i>Results:</i></b> PPCs occurred in 37 patients (11%). Thirteen patients developed pneumonia, the most common PPC, and 11 had acute exacerbation of ILD. In multivariable analysis, BMI &lt;23 (OR = 2.488, 95% CI: 1.084-5.710, p = 0.031), emergency surgery (OR = 23.992, 95% CI: 2.629-218.949, p = 0.005), lung surgery (OR = 5.090, 95% CI: 1.391-18.628, p = 0.014), and longer anesthesia time (OR = 1.595, 95% CI: 1.143-2.227, p = 0.006) were statistically significant risk factors. <b><i>Conclusions:</i></b> The incidence of PPCs detected over all surgeries was not as high as that reported for lung surgery alone in ILD patients. Lower BMI, emergency surgery, lung surgery, and longer anesthesia time were risk factors. Operative conditions as well as lung function should be considered in preoperative planning and management for ILD patients undergoing major surgery.
DOI: 10.6084/m9.figshare.6106415.v1
title: Audiovisual Integration Varies with Target and Environment Richness in Immersive Virtual Reality: Supplementary Material

description: We are continually bombarded by information arriving to each of our senses; however, the brain seems to effortlessly integrate this separate information into a unified percept. Although multisensory integration has been researched extensively using simple computer tasks and stimuli, much less is known about how multisensory integration functions in real-world contexts. Additionally, several recent studies have demonstrated that multisensory integration varies tremendously across naturalistic stimuli. Virtual reality can be used to study multisensory integration in realistic settings because it combines realism with precise control over the environment and stimulus presentation. In the current study, we investigated whether multisensory integration as measured by the redundant signals effects (RSE) is observable in naturalistic environments using virtual reality and whether it differs as a function of target and/or environment cue-richness. Participants detected auditory, visual, and audiovisual targets which varied in cue-richness within three distinct virtual worlds that also varied in cue-richness. We demonstrated integrative effects in each environment-by-target pairing and further showed a modest effect on multisensory integration as a function of target cue-richness but only in the cue-rich environment. Our study is the first to definitively show that minimal and more naturalistic tasks elicit comparable redundant signals effects. Our results also suggest that multisensory integration may function differently depending on the features of the environment. The results of this study have important implications in the design of virtual multisensory environments that are currently being used for training, educational, and entertainment purposes.
DOI: 10.3535/b6d-5q3-a6m
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/nf4-brn-axw
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/aws-qlp-27e
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/rw0-myh-4m5
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/4nm-43s-hhy
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/cj6-jrv-b7e
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/38btcyg3nr
title: DIAGNOSTIC STUDY ORT-SOAPP

description: Diagnostic and predictive capacity of the Spanish Versions of the Opioid Risk Tool and the Screener and Opioid Assessment for Patients with Pain-Revised: A preliminary investigation in a sample of people with chronic pain
DOI: 10.3535/e6s-v34-2r4
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/evn-hrs-mlb
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.27130035.v1
title: A case study of the joint use of bibliometric data from The Lens platform and ScienceDirect to identify relevant publication topics in a given subject area

description: The advantages of choosing The Lens as an abstract base for identifying relevant publication topics in a given subject area:Open access to data, possibility of simultaneous export of up to 50 thousand bibliometric records, advanced analytics.The data exported from The Lens database can be used in the most commonly utilized programs for bibliometric analysis — VOSviewer and Bibliometrix.The Lens issues — to analyze publication topics (author's interests) in this system, the Keywords and Abstract fields are poorly populated.<b>Characteristics of The Len's base as of September 29, 2024:</b>Scholarly Works (280,455,781) = All Docs; 134M Analytics Set; 41.5M Authors; 1.3M Source Titles; 698K Fields of Study; 353 Journal Subjects; 5.9M Keywords; 254.2K Chemicals; 30.6K MeSH Headings; 41.4M Institutions; 2.6M Funding Organizations; 4.6K Conferences.698K Fields of Study — is a very detailed classification of bibliometric data that can be used similarly to Index Keywords in Scopus and Keywords plus in WoS.The approach proposed in this study is to populate the Keywords and Abstract fields in The Lens with data taken from the bibliometric data of the respective publishers, which are usually very well populated.Taking into account the interests of the author of this paper, the data of Elsevier publisher available in the open ScienceDirect database corresponding to the query are chosen as an example: 'Title, abstract, keywords: digital energy; Article type: Review articles and Research articles; Years: 2020–2024; Subject areas: Engineering, Materials Science and Energy; Languages: English'. Data are current as of September 16, 2024.Omitting the details of data export and preprocessing, the final file used in the VOSviewer and Bibliometrix programs contained 3373 bibliometric records.
DOI: 10.3535/68s-d3r-w0e
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/px5-avq-wq8
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.6802280.v1
title: Open Citizen Science

description: This is a table of all known citizen science projects that collect data on plastic pollution, how open their data is, their website, the region their data covers, and the system their data is in.
DOI: 10.3535/2h1-ea8-s5f
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/la1-v5e-pj3
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/3sl-p6m-qy0
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ebf-kr7-ecn
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.1414261.v1
title: Data from Tweet Acts

description: We used Twitter's streaming and search APIs to collect tweets that mentioned members of Congress and that contained any of our hashtags of interest between 12/22/11 and 10/29/12, 1/25/13 and 1/29/13, and again between 4/30/13 and 5/16/13. In all, we collected 76,454 tweets from 43,079 users directed at a total of 566 Twitter accounts owned by members of the 112th and/or 113th Congress. Of those tweets, 42,398 were traditional retweets (shared content preceded by “RT”) and were not included when coding. We excluded RTs because they are linguistic duplicates of the original tweet. Hemphill, L., Roback, A. (2014) Tweet Acts: How Constituents Lobby Congress via Twitter. Proceedings of the 2014 ACM Conference on Computer Supported Cooperative Work, Baltimore, MD. doi: 10.1145/2531602.2531735
DOI: 10.14749/28389092
title: National Research and Experimental Development Survey (R&D) 2003-04: All provinces in South Africa - Aggregated

description: &lt;p&gt; This data set contains data tables on aggregated R&amp;D Personnel and aggregate R&amp;D expenditure of five survey sectors across multiple categorisations for the years 2003 to 2004.&lt;/p&gt;
DOI: 10.3535/sr3-pms-vgv
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5a1-s2m-abb
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xx3-840-gz1
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.13385285.v1
title: Identifying cortical specific long noncoding RNAs modified by m<sup>6</sup>A RNA methylation in mouse brains

description: Proper development of the mammalian cerebral cortex relies on precise gene expression regulation. Increasing evidence shows that cortical development is regulated by both mRNAs and long noncoding RNAs (lncRNAs), which also are modified by <i>N</i><sup>6</sup>-methyladenosine (m<sup>6</sup>A). Patterns of m<sup>6</sup>A-methylation in lncRNAs in the developing cortex have not been uncovered. Here we reveal differentially expressed lncRNAs and report stage-specific m<sup>6</sup>A-methylation patterns in lncRNAs expressed in mouse embryonic (E) and postnatal (P) cortices using RNA sequencing (RNA-seq) and methylated RNA immunoprecipitation (MeRIP) sequencing. Many lncRNAs show temporal differential expression, and display genic distribution in the genome. Interestingly, we detect temporal-specific m<sup>6</sup>A-methylation with consensus m<sup>6</sup>A motif GGACU in the last exon in most lncRNAs. And m<sup>6</sup>A methylation levels of lncRNAs are positively correlated with the transcript abundance of lncRNAs that have no significantly differential expression in E- and P-stages. Furthermore, the transcript abundance has a positive correlation between the m<sup>6</sup>A genic lncRNAs and their nearest m<sup>6</sup>A methylated mRNAs. Our work reveals a fundamental expression reference of lncRNAs and their nearest mRNAs, and highlights an importance of m<sup>6</sup>A-mediated epitranscriptomic modifications in lncRNAs that are temporally expressed in the developing cortex.
DOI: 10.17632/ws7md255ds
title: Data for: The association between BACH1 polymorphisms and anti-tuberculosis drug-induced hepatotoxicity in a Chinese cohort
DOI: 10.3535/er9-8ys-vvj
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/pmp-dhk-34n
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/rx9x4vbs2y
title: BRO_-_Kurkuti-Ghamsali-Niti_Road_UK

description: BRO_-_Kurkuti-Ghamsali-Niti_Road_UK
DOI: 10.3535/7x9-gma-ws7
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/la8-0ev-8nj
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/8fb-zjl-a5b
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/e5k-n8j-rva
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/exd-7k7-qpy
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/lkw-4zf-cm6
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/x03-ghe-4d7
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.13653359.v4
title: Additional Files 11-15

description: Additional Files 11-15 for Diner et al 2021 manuscript
DOI: 10.6084/m9.figshare.25040351.v1
title: Land Use Classifications

description: Associated with: Loft, T., Stevens, N., Gonçalves, F. M., Oliveras Menor, I. Extensive Woody Encroachment Altering Angolan Miombo Woodlands Despite Cropland Expansion and Frequent Fires. 2024. <i>Global Change Biology.</i>
DOI: 10.6084/m9.figshare.960039.v2
title: Readme for Hooge Raam dataset

description: The readme file explains the structure of the Hooge Raam dataset
DOI: 10.17632/b3wzxcn2ts
title: Supplemental material for: Hand eczema and temporal variation of Staphylococcus aureus clonal complexes: a prospective observational study

description: Supplemental Figure (2 pages)
DOI: 10.3535/7tv-hfv-c4f
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qjy-qe0-053
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.6084/m9.figshare.4648732.v1
title: Short Linear Motif Sets common to human and HIV-1

description: Short linear motif patterns found in HIV-1 by method and protein
DOI: 10.3535/kzc-z70-1ce
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/nax-prd-7z8
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/zbk-32a-6s8
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.11583/dtu.24106860.v1
title: Longterm N2O emission data and deep learning model

description: Dataset comes from the larger data collected in Chen, X., Mielczarek, A.T., Habicht, K., Andersen, M.H., Thornberg, D. and Sin, G., 2019. Assessment of full-scale N2O emission characteristics and testing of control concepts in an activated sludge wastewater treatment plant with alternating aerobic and anoxic phases. Environmental science & technology, 53(21), pp.12485-12494.The deep learnign model is one of the models published and developed by Hwangbo, S., Al, R., Chen, X. and Sin, G., 2021. Integrated model for understanding N2O emissions from wastewater treatment plants: a deep learning approach. Environmental Science & Technology, 55(3), pp.2143-2151.
DOI: 10.17632/psbv4vdc9m
title: Endothelial Angpt2 promotes adipocyte progenitor cells maturation to increase visceral adipose tissue accumulation

description: Original western Blot images for (Figures 3G);
Original Enzyme-linked immunosorbent assay data for (Figures 2F-G,N), (Figures 3H), (Figures S7);
Original Flow Cytometry data.
DOI: 10.3535/x03-h6e-pbb
title: Psammosteidae

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.