cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.1334271.v3
title: Finnish Software Effort Dataset

description: Cases number 167 and 286 have a worksup (effort) equal to 0. Studies such as, B. Sigweni and M. Shepperd. Using Blind Analysis for Software Engineering Experiments. In <em>The 19th</em> <em>International Conference on Evaluation and</em> <em>Assessment in Software Engineerin</em>g, ACM, 2015. http://dx.doi.org/10.1145/2745802.2745832, excluded these two cases The column identifiers are as follows: Project_tech_ID = Project code<br>YK = Customer code<br>Project_name = Project identifier<br>Business_names = Business sector of the customer<br>Protype_names = Development type<br>Hardware_names = Hardware/platform type<br>Duration = Duration of the project in months<br>Size_ep99_proj = Total size of the project software in Experience 2.0 FP's<br>Worksup = Total effort of the supplier<br>SituCoeff = Situation coefficient multiplier<br>T01 = Involvement of the customer representatives<br>T02 = Performance and availability of the development environment<br>T03 = Availability of IT staff<br>T04 = Number of stakeholders<br>T05 = Pressure on schedule<br>T06 = Impact of standards<br>T07 = Impact of methods<br>T08 = Impact of tools<br>T09 = Level of change management<br>T10 = Maturity of software development process<br>T11 = Logical complexity of software<br>T12 = Size of database based on number of entities<br>T13 = Number of interfaces to other software<br>T14 = Quality requirements of software<br>T15 = Efficiency requirements of software<br>T16 = Training and installation/platform requirements<br>T17 = Analysis skills of staff<br>T18 = Application knowledge of staff<br>T19 = Tool skills of staff<br>T20 = Experience of project management<br>T21 = Team skills of the project team<br>InpTot = Total number of input functions<br>InpFP = Size of inputs in Experience 2.0 fp's<br>InqTot = Total number of inquiry functions<br>InqFP = Size of inquiries in Experience 2.0 fp's<br>OutTot = Total number of output functions<br>OutFP = Size of outputs in Experience 2.0 fp's<br>IntTot = Total number of interface functions<br>IntFP = Size of interfaces in Experience 2.0 fp's<br>EntTot = Total number of entities<br>EntFP = Size of entities in Experience 2.0 fp's<br>AlgTot = Total number of algorithmic functions<br>AlgFP = Size of algorithms in Experience 2.0 fp's<br>AllTot = Total number of all types of functions<br>AllFP_ep20 = Application size in Experience 2.0 fp's
DOI: 10.6084/m9.figshare.28581434.v1
title: Supplementary Material for: Role of Raf Kinase Inhibitor Protein in Modulating Echinococcal Cyst Fluid-induced Degranulation in Bone Marrow-Derived Mast Cells

description: Objective: This study aimed to investigate the role of Raf kinase inhibitor protein (RKIP) in degranulation induced by echinococcal cyst fluid (EgCF) in bone marrow-derived mast cells (BMMCs).
Methods: Primary BMMCs were isolated and cultured from the femurs and tibias of RKIP gene knockout (KO) and wild-type (WT) C57BL/6 mice. EgCF-induced degranulation models were established for both groups. Samples of cells and supernatant were collected for analysis. Surface expression levels of CD117 and Fc-epsilon Receptor Ⅰ α (FcεRIα) were assessed. Supernatant concentrations of β-hexosaminidase, IL-4, IL-6, and tumor necrosis factor (TNF-α) were measured. Cellular mRNA levels of IL-4, IL-6, and TNF-α were quantified, and changes in RKIP protein expression during degranulation in WT BMMCs were monitored.
Results: After 4 weeks of induction culture, the double-positive rates for CD117 and FcεRIα exceeded 98% in both KO and WT BMMCs. Following sensitization, BMMCs from the KO group demonstrated significantly higher degranulation rates compared to the WT group (p &lt; 0.05). In WT BMMCs, surface RKIP protein expression progressively decreased at 1 hour, 2 hours, and 3 hours post-sensitization, corresponding with degranulation progression (p &lt; 0.05). The KO group exhibited elevated release of BMMC-related cytokines, including IL-4, IL-6, and TNF-α, compared to the WT group after sensitization (p &lt; 0.05). Similarly, transcription levels of cytokines IL-4, IL-6, and TNF-α were higher in the KO group than in the WT group following sensitization (p &lt; 0.05).
Conclusion: RKIP gene knockout resulted in an increased EgCF-induced release of cytokines and bioactive substances by BMMCs, indicating that RKIP may suppress EgCF-induced BMMC degranulation. These findings suggest that RKIP could serve as a potential therapeutic target for managing allergic reactions associated with cystic echinococcosis.
DOI: 10.6084/m9.figshare.28936903.v1
title: Two amino acid-sesquiterpene lactone conjugates from chicory roots and their anti-inflammation activity

description: <i>Cichorium intybus</i> L. is a member of the <i>Cichorium</i> genus within the Asteraceae family; it has been historically utilised for both nutritional and therapeutic purposes across various cultures. Sesquiterpene lactones are recognised as its primary bioactive components. In this study, an amino acid-sesquiterpene lactone conjugate cluster was discovered for the first time in chicory roots. Two of them were then isolated including a new compound, 11β, 13-dihydro-13-prolyl-lactucin (<b>1</b>). Structural determination was achieved through extensive spectroscopic studies. The absolute stereochemistry of compound <b>1</b> was deduced by matching its experimental ECD spectrum with the theoretically predicted one. In addition, anti-inflammatory activity test demonstrated that both two compounds showed evident NO production inhibitory effects in LPS-induced RAW264.7 macrophages, the IC<sub>50</sub> of compound <b>1</b> was 20.14 µM. Furthermore, it downregulated the expression of inflammatory factors TNF-α, IL-6 and COX-2.
DOI: 10.6084/m9.figshare.1453205.v1
title: The Discrete Hankel Transform

description: Code for the calculation of the Discrete Hankel Transform. This is the code that accompanies the publication [1] N. Baddour and U. Chouinard, “Theory and operational rules for the discrete Hankel transform,” J. Opt. Soc. Am. A, vol. 32, no. 4, pp. 611–622, Apr. 2015. http://dx.doi.org/10.1364/JOSAA.32.000611 The matlab code, its evaluation and how to use it can be found in[2] Chouinard U, Baddour N. (2016) Matlab code for the Discrete Hankel Transform. PeerJ Preprints 4:e2216v1 https://doi.org/10.7287/peerj.preprints.2216v1 <br>
DOI: 10.6084/m9.figshare.24116484.v1
title: Economic data for the WECC and NPCC electricity markets

description: This repository contains relevent economic data for the Western Electricity Coordinating Council (WECC) and Northeast Power Coordinating Council (NPCC) systems, developed by Professor Fangxing Fran Li at The University of Tennessee and his PhD student Qiwei Zhang during 2021-2022.This data set will be of interest to you if you conduct electricity economic simulation studies, such as economic dispatch and LMP calculation. We provide a comprehensive economic data set for WECC and NPCC systems based on real-world grid operational data. Users can access the developed data set for generator aggregation, fuel cost, generator capacity, and line rating.This dataset can be found at Github as well. See https://github.com/enliten/ENLITEN-Grid-Econ-Data/.To use the data in your work, please cite the following reference:Q. Zhang and F. Li, "A Dataset for Electricity Market Studies on Western and Northeastern Power Grids in the United States," <i>Scientific Data</i>, In-Press, 2023.
DOI: 10.6084/m9.figshare.5241328.v1
title: Erratum: Development and Validation of a New Dry Weight Estimation Method Using Single Frequency Bioimpedance in Hemodialysis Patients

description: <i>Background:</i> We proposed a new method to estimate dry weight (DW) using single frequency bioimpedance. <i>Methods:</i> We hypothesized that the change in whole body resistance at 50 kHz (R<sub>50</sub>) was proportional to the ultrafiltration volume (UFV) during a hemodialysis (HD) session. When the targeted resistance estimated in healthy subjects was reached, the patient achieved his/her DW. UFV and R<sub>50</sub> were monitored in 40 HD patients. Another 43 HD patients were stratified into 2 groups to validate this method. <i>Results:</i> The change in whole body resistance was proportional to UFV in each of the 40 HD patients. In the DW<sub>decrease</sub> group, pre-dialysis systolic blood pressure (n = 29, 154.5 ± 22.8 vs. 146.9 ± 22.3, p &lt; 0.05) and antihypertensive medicine (4.7 ± 3.6 vs. 3.3 ± 2.2, p &lt; 0.05) decreased without adverse symptoms change. In the DW<sub>increase</sub> group, the number of adverse symptoms in 1 week (n = 14, 26 vs. 6, p &lt; 0.05) decreased without a change in systolic blood pressure. <i>Conclusion:</i> This method may become a convenient and cheaper way to estimate DW in HD patients.
DOI: 10.6084/m9.figshare.11394804.v1
title: GRF_F_V_PRO_right

description: This file is structured as a matrix with N rows x M columns. Each row holds the data of one subject and trial. The first column identifies each subject "SUBJECT_ID", the second column each recording session "SESSION_ID", and the third column each single trial within a recording session "TRIAL_ID".
DOI: 10.6084/m9.figshare.20254232.v1
title: Human resources policies, learning, and turnover intention in organizations

description: Abstract Purpose: The objective of this research is to investigate how human resources policies and the perception of learning opportunities in organizations influence the intention of professional turnover. Originality/value: The authors demonstrated that, by understanding the existing relationships between the researched constructs, organizations should increase their investments in improvements in human resources policies, particularly in actions that promote a greater perception of learning opportunities, which reduce the intention of employee turnover of their talents. Design/methodology/approach: This research was developed with a quantitative approach and data collection was carried out through a survey. The questionnaires were applied to 250 professionals working in the labor market and students from a private university. Data analysis was performed with a confirmatory factor analysis and, subsequently, a structural equation modeling. Findings: The authors presented the research results in a descriptive way, the three hypotheses defined for the study were accepted, and the dimensions of human resources policies were considered significant. The authors presented relevant attributes for the understanding that, even though there are several reasons that can influence a professional in his decision to leave the organization, new factors must be considered, such as the possibilities of a greater offer of knowledge.
DOI: 10.6084/m9.figshare.24821004.v3
title: Multimode barcode images

description: Creating a temperature-dependent multimode barcode image dataset was a prerequisite for real-time temperature measurement using CNN-based image recognition technology. The colormap was utilized to transform 10,000 sets of spectral data, recorded 100 times at 0.1°C intervals between 30.1°C and 40.0°C, into barcode images for training. Each temperature-dependent multimode spectrum was measured 20 times and converted into barcode images as a test set. This test set was then input into the pre-trained model for real-time temperature measurement. That is to say, each temperature file in the provided dataset contains 120 pictures, of which the first one hundred pictures are used for model training and the last 20 pictures are used for detection testing.
DOI: 10.6084/m9.figshare.26927761.v1
title: Mouse_E6.5_cellpose

description: cellpose model
DOI: 10.17632/kpr6ssy57x
title: Modelo para incorporar las TIC en las MIPYMES del sector hotelero

description: Dataset de los pasos de como se estructuró un modelo para incorporar las TIC en las MIPYMES, un modelo validado  en  tres  organizaciones  del  sector  hotelero con uso básico, intermedio y avanzado de las TIC permitió cotejar que    los    beneficios    competitivos    resultantes    de    la    TIC implementadas en dichos hoteles. Para ello se comparte el instrumento de medición utilizado y el articulo publicado con los respectivos resultados. La investigación se realizó con un enfoque  mixto y alcance exploratorio,  lo  que  permitió  indagar  desde una  perspectiva innovadora, cuáles son las TIC utilizadas en las MIPYMES del sector  hotelero  que  contribuyen  a  su  competitividad, lo que permitió definir cuatro (4) niveles que conforman el modelo propuesto., tres organizaciones que se encuentren en bajo, medio y alto nivel de uso de las TIC respectivamente, a las cuales se le aplicó un cuestionario con una escala tipo Likert que permitió verificar los beneficios competitivos propuestos por el modelo, finalmente  se  presentan  las  conclusiones,  discusiones  y  las referencias bibliográficas. le permite a una organización hotelera implementar las TIC a corto, mediano y largo plazo, no solo para desarrollar tareas  simples  para  ser  más  eficientes  sino,  avanzar  de  forma gradual y progresiva a un nivel intensivo y estratégico en tareas más    complejas    facilitando    el    control    de    los    procesos operacionales,  la  fidelización  de  los clientes, la  promoción  de sus  servicios  a  nivel  global  y  potenciar  su  competitividad empresarial. El   modelo   se   convierte   en   una   hoja   de   ruta   hacia   la transformación  digital  de  dicho  sector,  llevándolos  desde  un nivel de uso básico de las TIC hasta llegar a un nivel intensivo y estratégico de uso de estas.
DOI: 10.17632/vp94kcsdkh
title: Impact of financial inclusion on financial performance a study of Pakistan banking industry

description: The purpose of this study is to explore the relationship between indicators of financial inclusion and the banking performance in Pakistan. The sample population encompasses all 16 banks operating in Pakistan and encompasses the time frame from 2009 to 2020, drawing from 192 observations obtained from panel data. The study examines the impact of financial inclusion (FI), credit risk (CR), size, and leverage as independent variables on the financial performance of banks, as measured by return on assets (ROA) and return on equity (ROE). The white test was performed to detect heteroscedasticity, with a significance level greater than 0.05. The Hausman test was conducted for ROA and ROE separately, revealing that financial inclusion has a negative and significant impact on financial performance, as indicated by the fixed effects model for ROE and random effects model for ROA. Therefore, the study concludes that greater financial inclusion does not necessarily lead to better financial performance for firms in Pakistan. The study suggests that the findings could guide the development of strategies and initiatives to improve financial inclusion in Pakistan and other developing countries. 
Methodology” This study manually collected data from the annual reports of all banks operating in Pakistan between 2009 and 2020, which can also be obtained through the State Bank of Pakistan, the Pakistan Stock Exchange, and the Pakistan Banks' Association. The study included 16 banks in total, but due to variations in their financial statements, the annual reports of the PBA were utilized instead. The PBA's reports also reclassified some categories of Islamic banks to conduct a more comprehensive analysis and discussion. Our study involved a sample of 16 scheduled banks in Pakistan, observed over an 11-year period from 2009 to 2020. Panel data was used for 192 observations, covering a time frame of 11 years. The data on the number of branches, ATMs, bank assets, ROE, and online banking services were collected from the annual reports of banks operating in Pakistan. While some banks have complied with this directive and included the required classification in their annual reports, most banks have not yet provided such information in their annual reports. This study faces a primary challenge in evaluating the impact of financial inclusion on bank performance, which stems from the limited availability of data. As several studies have sought to conduct empirical analyses on various aspects of the banking sector, access to data sources can pose difficulties for this type of research (Frame & White 2004). The study holds significance for bank managers, credit managers, financial and monetary policy makers in developing countries like Palestine, Jordon, etc, as its results can be applied to inform their decisions. Therefore, it is crucial to set up a banking agenda and lending strategies that are in line with both the requirements of underprivileged people and the performanc
DOI: 10.6084/m9.figshare.19596826.v1
title: Data from "Cholinergic interneurons mediate cocaine extinction in male mice through plasticity across medium spiny neuron subtypes."

description: Contains data and Matlab (and some R) code used to generate main figures for Fleming et al. 2022. figure_scripts contains a separate matlab script for each main figure in the paper. analysis_code contains all necessary matlab functions (most custom) to run figure scripts. data is organized by behavior, ephys, and photometry data. r_stats contains R scripts for analysis outside of Matlab. Paper uses these R analysis for most everything except simple statistical tests, but matlab functions will often run LMERs, etc. also. once data is downloaded, references to data directories in analysis code in matlab and R will need to be changed to your directory (replacing instances of /Volumes/witten/Paper_Code/Fleming_CellReports_2022/).
DOI: 10.6084/m9.figshare.24870378.v1
title: MUG500+(B) Standardized Nifti Resampled Data

description: Following data is an extension of MUG500(B) DOI: 10.6084/m9.figshare.9616319If using this dataset, please cite 10.6084/m9.figshare.24870378The MUG500(B) set has a "nrrd" defective skull scan file, with its respective implants in "stl" format.Front these 29 pairs, 27 pairs had single defects and 2 pairs had double defects, hence, two implants for one particular file.This dataset includes the converted "Nifti" file(float32) formatted 29 pairs of craniotomy defective skulls, and its manually designed implants, with a pair of implants and skull being resampled to one common ROI. Each pair with double defects was simplified to different samples by combining the volumes of the defective skull with one implant at a time. Hence total available samples are 31.This standardized resampled nifti data is augmented with affine registration to obtain 930 pairs(31*30).<br>Following is the folder structure:-----MUG500+(B) Standardized Nifti Resampled Data - Part 1└──01└──01_32.nii└──1.nii└── B0001_implant_r_32.nii└── B0001_implant_r.nii└── B0001_implant.nii└──02└──02_32.nii└──2.nii└── B0002_implant_r_32.nii└── B0002_implant_r.nii└── B0002_implant.nii..............└──20└──20_32.nii└──20.nii└── B0020_implant_r_32.nii└── B0020_implant_r.nii└── B0020_implant.nii-----MUG500+(B) Standardized Nifti Resampled Data - Part 2└──21└──21_32.nii└──21.nii└── B0021_implant_r_32.nii└── B0021_implant_r.nii└── B0021_implant.nii└──22└──22_32.nii└──22.nii└── B0022_implant_r_32.nii└── B0022_implant_r.nii└── B0022_implant.nii..............└──31└──31_32.nii└──31.nii└── B0031_implant_r_32.nii└── B0031_implant_r.nii└── B0031_implant.nii
DOI: 10.6084/m9.figshare.27993119.v1
title: Extended Data-<b>Community perspectives on drug promotion on social media during the COVID-19 pandemic in KwaZulu-Natal, South Africa.</b>

description: This is extended data on workshops that were conducted to assess community perspectives on drug promotions on social media. The workshops aimed to highlight the public understanding of drug advertising focusing on community perceptions of social media drug promotions, their risks and benefits.
DOI: 10.6084/m9.figshare.28027925.v1
title: jobposting_table

description: Data and Dofile for the Control Table.
DOI: 10.17632/c8v2mx5vn4
title: Massively parallel implementation of iterative eigensolvers in large-scale plane-wave density functional theory

description: The Kohn-sham density functional theory (DFT) is a powerful method to describe the electronic structures of molecules and solids in condensed matter physics, computational chemistry and materials science. However, large and accurate DFT calculations within plane waves process a cubic-scaling computational complexity, which is usually limited by expensive computation and communication costs. The rapid development of high performance computing (HPC) on leadership supercomputers brings new opportunities for developing plane-wave DFT calculations for large-scale systems. Here, we implement parallel iterative eigensolvers in large-scale plane-wave DFT calculations, including Davidson, locally optimal block preconditioned conjugate gradient (LOBPCG), projected preconditioned conjugate gradient (PPCG) and the Chebyshev subspace iteration (CheFSI) algorithms, and analyze the performance of these algorithms in massively parallel plane-wave computing tasks. We adopt a two-level parallelization strategy that combines the message passing interface (MPI) with open multi-processing (OpenMP) parallel programming to handle data exchange and matrix operations in the construction and diagonalization of large-scale Hamiltonian matrix within plane waves. Numerical results illustrate that these iterative eigensolvers can scale up to 42,592 processing cores with high peak performance of 30% on leadship supercomputers to study the electronic structures of bulk silicon systems containing 10,648 atoms.
DOI: 10.6084/m9.figshare.4541632.v1
title: Orion Scores

description: The Orion scores in BED files for all autosomal chromosomes, across the portion of the non-repetitive genome that was covered in our sample. Coordinates are in hg19. The scores were compressed using bgzip and specific coordinates can be extracted using tabix (http://www.htslib.org/doc/tabix.html).
DOI: 10.17632/2sxrfzvykj
title: Experimental behavior of concrete-filled double-skin steel tubular (CFDST) stub members under axial compression: review of specimen properties and test results

description: Within the context of a thorough review on the experimental behavior of concrete-filled double-skin steel tubular (CFDST) stub members under axial compression, based on numerous publications over a 20-year time span, the pertinent test results, as well as the properties of the approximately 250 specimens involved in these tests, are accumulated in this worksheet. The information for each specimen includes several geometric characteristics, either already provided by the authors or calculated by the creators of this worksheet based on the available information, material properties of the steel tubes and the concrete core, and other key-parameters, such as the hollowness-ratio, the confinement factor and slenderness. The results of all tests are presented in terms of both ultimate load and absorbed energy, the latter being derived from the area under the available load-displacement curves, digitized for this purpose. As a means of efficiency assessment, the ratio of the ultimate load of each CFDST specimen to the summed-up ultimate loads of its components tested individually is also provided, in addition to similar ratios concerning the amounts of absorbed energy.