cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/xn447zrnk4
title: File Extension Base Crypto-Ransomware Vaccine

description: Crypto-ransomware attacks have become one of the biggest cybersecurity threats to enterprises and government institutes. Traditional ransomware protection solutions have limited prevention techniques. This study focuses on file extensions to suggest a new ransomware vaccine solution for preventing ransomware encryption. Analysis and test results show that blurring file
extensions dramatically reduces encrypted files on the system. Therefore, the implications of this study could be used for approaching ransomware prevention differently and developing new methods or tools.
DOI: 10.17632/vw9283kbp3
title: Lean manufacturing, the road to green and sustainable production - A bibliometric analysis

description: This file contains the bibliometric analysis for the article entitled “Lean manufacturing, the road to green and sustainable production - A bibliometric analysis”
DOI: 10.17632/w2c8t5pf7z
title: Earth’s early differentiation recorded by halogen abundance ratios in Hawaiian lavas

description: Electron microprobe major element and halogen data for submarine glasses. Radiogenic isotope data for corresponding glass and rock. Samples from around the Hawaiian archipelago.
DOI: 10.17632/ycpkf35dzz
title: original data for "npFe0 derived from olivine decomposition in Chang’e-5 lunar soil: Implications for thermal effects during impacts"

description: Original TEM and EELS data used in the manuscript entitled "npFe0 derived from olivine decomposition in Chang’e-5 lunar soil: Implications for thermal effects during impacts".
DOI: 10.17632/gyn4brwjd7
title: Data for: A family-level floristic inventory and analysis of medicinal plants used in Traditional African Medicine

description: Data matrices used in regression analysis, Bayesian analysis and IDM analysis of the African flora and African medicinal flora
DOI: 10.17632/z62fbvfvxp
title: water_leaks_data_v1

description: Water leaks data set.
DOI: 10.6084/m9.figshare.15156648.v1
title: Supplementary Material for: Hyperoncotic Albumin Solution in Continuous Renal Replacement Therapy Patients

description: <b><i>Aim:</i></b> The aim of this study was to investigate the association of hyperoncotic (20%) human albumin solution (HAS) with outcomes among critically ill patients receiving continuous renal replacement therapy (RRT). <b><i>Methods:</i></b> Analysis of the Randomized Evaluation of Normal versus Augmented Level (RENAL) RRT trial data. <b><i>Results:</i></b> Of 1,508 patients, 771 (51%) received albumin. Of these, 345 (45%) received 4% HAS only, 155 (20%) received 20% HAS only, and 271 (35%) received both. Patients who received combined 4% and 20% HAS were more severely ill, received more days of RENAL trial therapy and required mechanical ventilation for longer. Mean daily fluid balance was −288 mL (−904 to 261) with 20% HAS only versus 245 mL (−248 to 1,050) with 4% HAS only (<i>p</i> &lt; 0.001). On Cox proportional hazards regression, 20% HAS exposure was not associated with greater 90-day mortality (odds ratio 1.12, 95% confidence interval [CI]: 0.77–1.62; <i>p</i> = 0.55) or longer recovery to RRT independence (sub-hazard ratio 1.04, 95% CI: 0.84–1.30; <i>p</i> = 0.70) compared to those who received 4% HAS only. <b><i>Conclusions:</i></b> RENAL trial patients commonly received albumin in varying concentrations. The administration of 20% HAS was associated with a more negative fluid balance but was not independently associated with increased mortality or RRT dependence when compared to 4% HAS only.
DOI: 10.17632/4vkjnczg9m
title: Novel therapeutic strategy for intractable keloids: Suppression of intracellular mechanotransduction and actin polymerization via Rho-kinase pathway inhibition

description: The STB-1400 mechanical stretching device (Strex Inc., Osaka, Japan) was used to expose cells to cyclic mechanical stretching (maximum 20% elongation, 10 cycles/min, 0.166 Hz) for 24 h, thereby mimicking the normal respiratory rate of healthy adults.
DOI: 10.17632/kb7vvkg2th
title: Kurdish News Dataset Headlines (KNDH) through Multiclass Classification

description: Data Description

The Kurdish language belongs to the Indo-Iranian family of Indo-European languages. It is well-known to be a close relative to the Persian language. The speakers span the intersections of Iran, Turkey, Iraq, and Syria. The Kurdish language is one of the official languages in Iraq and has regional status in Iran. The language has 40 million speakers [2,11]. Central Kurdish (Sorani) and Northern Kurdish (Kurmanji) are two of the main dialects of the Kurdish language [3]. However, there are other minor dialects, such as Gorani (Hawrami), spoken in some residential settings in Iraq and Iran, and Zazaki, which is used in Turkey [4]. Historically, many styles of the alphabet have been used for writing Kurdish, namely Cyrillic, Armenian, Latin, and Arabic. The dataset is the Sorani dialect which has 36 letters as vowels and constants [5] as shown in Table 1.

Dataset Labeling

Machine learning and deep learning tools are significantly affected by dataset labeling. Datasets can be labeled in three different ways. The first method involves reading and understanding texts through human effort. The second method is automatic labeling, which uses pre-trained annotation models to annotate the text. Semi-automatic labeling combines both human and automatic labeling as a third step. In this work, automatic labeling is used for that purpose. Thus, the annotation process is independent of human effort. Due to ParsHub's automatic category extraction, the category in which the news was published can be determined. In other words, it uses the tags written under each news headline.
DOI: 10.17632/kj94z94s4r
title: Conceptual Understanding: "What is Students Spatial Thinking Design in Geometry Learning?"

description: Data for classification indicator of spatial thinking. 

The change of paradigms in national assessment began in 2021 became a particular issue for teachers in improving student competencies. The main issue encountered by teachers is the way to improve student competencies in mathematic learning, especially in geometry. This writing is aimed to outline spatial-thinking indicators with six relevant background components of realistic geometry, and to describe students’ spatial-thinking design to acquire a geometric comprehension by using google Sketch-Up. The spatial-thinking indicators are outlined with six background components of realistic geometry by using Explanatory Factor Analysis (EFA) with JAPS software version 0.15.0.0. The acquired research results show the correlations between sighting and projecting, orientating and locating, transforming, constructing and drawing, measuring and calculation, and spatial reasoning variables. Spatial-thinking indicators are outlined in six component groups of realistic geometry. The results can be used as the consideration for teachers in identifying students’ conceptual understanding to support the improvement of student competencies.
DOI: 10.6084/m9.figshare.11805042.v1
title: Additional file 3 of LUMI-PCR: an Illumina platform ligation-mediated PCR protocol for integration site cloning, provides molecular quantitation of integration sites

description: Additional file 3: Protocol files for each step of the LUMI-PCR protocol using a Beckman Biomek workstation.
DOI: 10.17632/z2dfgrzx47
title: ArCyC: A Fully Annotated Arabic Cyberbullying Corpus

description: Fully annotated Arabic cyberbullying dataset collected from Twitter platform
DOI: 10.6084/m9.figshare.24306901.v1
title: Collaborative storytelling with Spanish primary school students

description: <b>Background</b>. Collaborative storytelling is a learning methodology for improving students' social and narrative skills based on sustained shared thinking. <b>Aims.</b> This study explores the benefits of collaborative storytelling practices using different instruments (traditional, tangible-digital, and digital) on verbal fluency, narrative competence, collaboration, and inclusion in primary school students. <b>Methods and procedures.</b> One hundred and seventy Spanish primary school students participated in storytelling activities following an experimental, mixed, and cross-sectional design. Individual verbal fluency, narrative competence, collaborative story features, and behaviors were analyzed. <b>Outcomes and results.</b> Collaboration positively affects groups' story content balance, while story length grows with social awareness, motivation, conflicts, and interruptions. The story cohesion increases with social communication and space for everyone, and the balance between solved and unsolved story problems improves when groups prioritize the task over the interaction. <b>Conclusions and implications. </b>Traditional, tangible, and digital storytelling can support sustained shared thinking in learning activities, providing primary school students with a space for improving social and narrative skills.
DOI: 10.6084/m9.figshare.20238051.v1
title: Blood metabolic and physiological profiles of Bama miniature pig at different growth stages

description: The serum no-targeted metabolomics data form six month old to 12 month old Bama miniature pigs.
DOI: 10.17632/6wxpfmjz25
title: Lemur species table from Reimes et al Lemur News

description: Data on lemur species, their presence or absence in EAZA zoos, IUCN threat status (July 2021), body mass and diet.
DOI: 10.17632/775hj33z2n
title: Supplementary Data for: Denitrification responses to increasing cadmium exposure in Baltic Sea sediments

description: Supplementary data (including raw data) for the study "Denitrification responses to increasing cadmium exposure in Baltic Sea sediments".
DOI: 10.17632/d2xt5hdm5j
title: Genome variation data of Lithuanians

description: Whole genome sequencing variation data from 50 unrelated adult participants of Lithuanian nationality. The final dataset included 1,461,557 SNPs.
DOI: 10.17632/wt55bzcdyf
title: Journal of Iran's Economic Essays; "Jostarhaye Eghtesadiye Iran; No. 18

description: Journal of Economic Essays; an Islamic approach (JEE) is an open-access double-blind peer-reviewed academic quarterly journal that publishes original research, written with an Islamic approach in various Economic areas including Islamic economics and finance, Iran's economy, Fiqh (Islamic jurisprudence) and economics, philosophy of economics, economic theory, ethics and business, Islamic banking, economic development, and social security institution in Islam. JEE especially welcomes comparative articles that study the western and Muslim scholars' viewpoints about important economic issues to find the best answer to theoretical and applied questions and also to explore their differences and similarities with the aim of bringing them closer to each other. This journal accepts analytical articles that reread Muslim scholars' ideas according to new approaches in economics, moral philosophy, Islamic banking and finance, social security, econometrics, and Islamic economic institutions. Therefore, it aims to serve the interests of a wide range of thoughtful and academic readers, economists, philosophers, theologians, banking and finance experts and others interested in the multidisciplinary study of economics and Islam (including Fiqh "Islamic jurisprudence"). We hope that this publication creates an atmosphere of constructive dialogue on different economic topics between national and international scholars by which it could have a role in the growth of Islamic economic thought in Iran. In addition, Islamic solutions to the economic problems of Iran and the world will be examined and analyzed, and they will be presented to the policy makers to help improve the Islamic economic system.

Major Topics

 The Journal publishes papers, including the following fields:

- Islamic economics and finance;

 - Iran's economy;

 - Fiqh (Islamic jurisprudence) and economics;

 - Philosophy of economics;

 - Economic theory;

 - Ethics;

- Islamic economic institutions

 - Islamic banking;

 - Economic development;

- Social security.
DOI: 10.17632/czfghvzkmb
title: Digital Rock Physics - Permeability and Formation Factor

description: Digital Rock Physics - Pemeability and Formation Factor dataset

Created by Zeyu Xiong, zx2312@columbia.edu on Jul 10, 2024

This dataset consists of the rock images and corresponding permeability and formation factor tensors, which are saved in the following folders and files.

'digital_rock_images': RVE_i/image and RVE_i/image_bw, saved the voxelized rock images, with white voxels representing rocks and black voxels representing pores.

'permeability_PSD.csv': Permeability tensors are saved in this file component-wisely. Some of the permeability tensors are not positive semi-definite and are labeled zeros. The symmetric part of the permeability tensors may be taken.

'form_factor_data.csv': Formation factor tensors, the inverse of conductivity tensors, are saved component-wisely in this file. 

The learning task is to predict the (symmetric part of) permeability tensor and formation factor tensor given the voxelized rock image.

If you use our data, please cite the following paper: C. Cai, N. Vlassis, L. Magee, R. Ma, Z. Xiong, B. Bahmani, T-F Wong, Y. Wang, W.C. Sun, Equivariant geometric learning for digital rock physics. Part I: Estimating formation factor and effective permeability tensors, International Journal for Multiscale Computation and Engineering, 2021.
DOI: 10.17632/t76nm3yfzh
title: Multi-omic phenotyping reveals host-microbe responses to bariatric surgery, glycaemic control and obesity

description: Background: Resolution of type-2 diabetes (T2D) is common following bariatric surgery, particularly Roux-en-Y gastric bypass. However, the underlying mechanisms have not been fully elucidated.

Methods: To address this we compare the integrated serum, urine and faecal metabolic profiles of participants with obesity +/- T2D (n=80, T2D=42) with participants who underwent Roux-en-Y gastric bypass or sleeve gastrectomy (pre and 3-months post-surgery; n=27), taking diet into account. We co-model these data with shotgun metagenomic profiles of the gut microbiota to provide a comprehensive atlas of host-gut microbe responses to bariatric surgery, weight-loss and glycaemic control at the systems level.

Results: Here we show that bariatric surgery reverses several disrupted pathways characteristic of T2D. The differential metabolite set representative of bariatric surgery overlaps with both diabetes (19.3% commonality) and body mass index (18.6% commonality). However, the percentage overlap between diabetes and body mass index is minimal (4.0% commonality), consistent with weight-independent mechanisms of T2D resolution. The gut microbiota is more strongly correlated to body mass index than T2D, although we identify some pathways such as amino acid metabolism that correlate with changes to the gut microbiota and which influence glycaemic control.

Conclusion: We identify multi-omic signatures associated with responses to surgery, body mass index, and glycaemic control. Improved understanding of gut microbiota - host co-metabolism may lead to novel therapies for weight-loss or diabetes. However, further experiments are required to provide mechanistic insight into the role of the gut microbiota in host metabolism and establish proof of causality.
DOI: 10.21233/wps4-dn37
title: Brattheivatnet pollen dataset

description: Raw data for the Brattheivatnet pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.17632/nksvw4ms57
title: Equivalence between proteins from C. sorokiniana and C. reinhardtii

description: Chlorella sorokiniana protein sequences in databases, such as KEGG or PANTHER, are not available. The Data include the identification of the Chlamydomonas reinhardtii protein equivalents to the corresponding of Chlorella sorokiniana sequences, which makes possible to use KEGG Database. These data show upregulated and downregulated Chlorella sorokinina proteins, under Cd stress. It can be used in order to perform subsequent proteomic studies in C. sorokiniana trough the protein equivalences with the model microalga Chlamydomonas reinhardtii.
DOI: 10.17632/6dscgdg2b5
title: Programmable Pulsatile Centrifugal Pump for Vascular Flow Simulation

description: The primary objective of this research was to design, implement, and validate a programmable open-source pulsatile flow system to cost-effectively simulate vascular flows. We employed an Arduino-compatible microcontroller combined with a motor driver to control a centrifugal direct current (DC) motor pump. The system was programmed to produce pulsatile flows with an arterial pulse waveform. Validation with Doppler ultrasound and flow measurements confirmed that our Arduino-based system successfully replicated arterial vascular flow. The materials are easily accessible, with a total bill of materials as low as $99. This open-source programmable pulsatile pump platform offers superior cost-effectiveness and adaptability relative to commercial offerings.
DOI: 10.17632/3tv28n4ydz
title: Metabolomics analysis of Singapore grouper iridovirus infection on the spleen of Epinephelus lanceolatus

description: Liquid chromatography-mass spectrometry (LC-MS) analysis was used to conduct non-targeted metabolomics analysis of spleen samples from the MOCK and SGIV groups. A total of 166 differential metabolites (DEMs) were identified by metabolomics, which were mainly involved in amino acid metabolism, lipid metabolism and nucleotide metabolism.
DOI: 10.17632/d34rr5ynkh
title: Data for: An experimental study of Al solubility in zircon vs. melt composition and temperature

description: Al concentration in zircons
DOI: 10.17632/pc53n5zsrx
title: Data for photoluminescence spectra of natural Cr3+-doped MgAl2O4 spinel during order-disorder transition

description: Photoluminescence (PL) spectra of natural Cr3+ doped MgAl2O4 spinel from Tanzania were taken during its order-disorder transition (ODT) process. Samples were changed their disordered degree by heating treatment. PL spectra were taken at the liquid nitrogen (LN) temperature (~77 K) using a 532 nm laser excitation. Spectra from different states were compared with each other and R-line and N-line ratio was used to illustrate the disordered degree of spinel during ODT process. The data fully displayed the details of the spectral variation with high quality. It can be used as a reference for other similar researches, such as spinel PL characterization, ordered degree of synthetic spinel single crystal or ceramics materials, thermal history of spinel, and non-destructive identification of natural and heated spinel gemstones.
DOI: 10.6084/m9.figshare.8943425.v1
title: Supplementary Fig. 4- 7. Single-cell transcriptomics from PAX7null, PAX7pos, and PAX7neg myogenic cell colonies.

description: Data submitted<br>Input data for tsne and violin plots<br><br>
DOI: 10.17632/bp9yrg9bkj
title: Flexible Job Shop Scheduling with Lot Streaming and Resource Restrictions

description: These test instances are generated for the multiple-resource-constrained flexible job shop scheduling problem.
DOI: 10.6084/m9.figshare.21644675.v1
title: Table S2.docx

description: Supplementary Table S2
DOI: 10.17632/db2m9rxznm
title: The genus Montastraea (Cnidaria, Scleractinia) from the Cretaceous in the Araripe Basin, Northeastern Brazil

description: The Araripe Basin, located in the Northeast Region of Brazil and spanning portions of Ceará, Pernambuco, and Piauí states, is one of the most emblematic sedimentary basins in the country due to its abundance of fossils and the richness of its paleobiota. Concretions can be found in the western region, including Araripina and Trindade in Pernambuco and Caldeirão Grande and Simões in Piauí. During expeditions in Simões, Piauí, we identified the first fossil coral from the Romualdo Formation (Lower Cretaceous, Santana Group), classified within the genus Montastraea Blainville, 1830. This significant discovery advances our understanding of the region's paleoenvironmental history and biodiversity. Although Montastraea is relatively common in the Tethys Sea, this represents its southernmost occurrence to date. This study provides descriptive, morphometric, and phylogenetic data for the specimen, reinforcing the Tethyan affinities of the Araripe biota. The presence of this fossil coral suggests that a shallow, tropical marine environment adapted to clear, likely warm, waters.
Keywords: Fossil, Coral, Romualdo Formation, Paleobiogeography
DOI: 10.6084/m9.figshare.13653026.v1
title: Indonesia - Maximum temperature 1971-1999

description: Indonesia maximum temperature
DOI: 10.6084/m9.figshare.25963228.v1
title: Supplementary Material for: Nitric oxide/Glucose transporter type 4 pathway mediates cardioprotection against ischemia/reperfusion injury under hyperglycemic and diabetic conditions in rats

description: Introduction: The comorbidities of ischemic heart disease (IHD) and diabetes mellitus (DM) compromise the protection of the diabetic heart from ischemia/reperfusion (I/R) injury. We hypothesized that manipulation of reperfusion injury salvage kinase (RISK) and survivor activating factor enhancement (SAFE) pathways might protect the diabetic heart, and intervention of these pathways could be a new avenue for potentially protecting the diabetic heart. Methods: All hearts were subjected to 30 min ischemia and 30 min reperfusion. During reperfusion, hearts were exposed to molecules proven to protect the heart from I/R injury. The hemodynamic data were collected using suitable software. The infarct size, troponin T levels, and protein levels in hearts were evaluated. Results: Both cyclosporine-A and nitric oxide donor (SNAP) infusion at reperfusion protected four-week diabetic hearts from I/R injury. However, six-week diabetic hearts were protected only by SNAP, but not cyclosporin-A. These treatments significantly (P&lt;0.05) improved cardiac hemodynamics and decreased infarct size. Conclusions: The administration of SNAP to diabetic hearts protected both four- and six-week diabetic hearts; however, cyclosporine-A protected only the four-week diabetic hearts. The eNOS/GLUT-4 pathway executed the SNAP-mediated cardioprotection.
DOI: 10.15468/dl.sfrz6b
title: Occurrence Download

description: A dataset containing 1150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Cryptocephalus moraei (Linnaeus, 1758)"
 ]
}

 The dataset includes 1150 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009193-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/m7fzwvsm77
title: Dataset on comparison of the ocular surface disease index questionnaire, the tear film break-up time and Schirmer tests for the evaluation of tear film in computer users and contact lenses without dry eye symptoms

description: Comparison of the OSDI, the Schirmer’s and tear film breakup time test to check for dry eye in healthy adult using computers and contact lenses.
DOI: 10.17632/jntjgxr4ht
title: Flexibility Modeling for Parking Lots with Multiple EV Charging Stations

description: Data of paper:
Flexibility Modeling for Parking Lots with Multiple EV Charging Stations
Tohid Harighi, Alberto Borghetti, Fabio Napolitano, Fabio Tossani