cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/7bczn5vnxn
title: Authentication Prediction Dataset Using Click Patterns and Persuasive Cued Click Point

description: This dataset contains 3000 records simulating user authentication attempts using click-based graphical passwords. It includes variables such as number of clicks, sequence length, success/failure rates, authentication methods (Draw-based, Pattern-based), and image category features (Animals, Grid, Landmarks, Letters, Nature, Numbers, Shapes, Symbols). The dataset supports research on authentication prediction using classical machine learning models and Persuasive Cued Click Point (PCCP) techniques.
DOI: 10.17632/w7g3ynkc6n
title: Cuboid-Sphere Collision Detection

description: The present program tests the run-time efficiency of algorithms for collision detection of one sphere and one randomly oriented cuboid. The acceptance rate, i.e. the number of non-overlapping configurations, the radius of the sphere and a set of cuboids with different thickness T, length L and width W are defined in input. The program generates a set number of configurations choosing a random point inside a spherocuboid as the centre of the sphere. The spherocuboid is centred at the centre of the cuboid and has the same orientation of the cuboid.
DOI: 10.17632/7j5vv3rryc
title: Clinical outcome and safety of rituximab therapy for pemphigoid diseases

description: https://doi.org/10.1016/j.jaad.2019.11.023 Supplemental materials for this retrospective case series including all (n=38) pemphigoid patients at the University of Pennsylvania followed at least 1 year after RTX or until death. Outcomes followed consensus definitions. The primary endpoint was complete remission (CR). Secondary endpoints were CR off therapy (CROT), corticosteroid dose, relapse, serious adverse events (SAEs), and autoantibody titers.
DOI: 10.17632/835yrp4rww
title: H2SOLV: Fortran solver for diatomic molecules in explicitly correlated exponential basis

description: Abstract We present the Fortran package H2SOLV for an efficient computation of the nonrelativistic energy levels and the wave functions of diatomic two-electron molecules within the Born–Oppenheimer approximation. The wave function is obtained as a linear combination of the explicitly correlated exponential (Kołos–Wolniewicz) functions. The computations of H2SOLV are performed within the arbitrary-precision arithmetics, where the number of working digits can be adjusted by the user. The key part of H2... Title of program: H2SOLV Catalogue Id: AFBA_v1_0 Nature of problem Numerical solution of the two-center two-electron Schrödinger equation within the Born-Oppenheimer approximation using the explicitly correlated basis set of Kolos-Wolniewicz functions. Versions of this program held in the CPC repository in Mendeley Data AFBA_v1_0; H2SOLV; 10.1016/j.cpc.2016.07.024 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.6084/m9.figshare.28997486.v1
title: FreKAQAr Data

description: Data for the cross cultural adaptation of FreKAQ into Arabic language
DOI: 10.15468/dl.zxc2qz
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Muhlenbergia torreyi (Kunth) Hitchc. ex Bush",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 110 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012895-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/cy8zywfhr3
title: Gender differences in the taste of food, the relationship with meals and eating habits.

description: Gender differences in the taste of food, the relationship with meals and eating habits.
DOI: 10.17632/d9p5gjdmsn
title: Experimental data set for Effect of Variable Amplitude Block Loading on Intralaminar Crack Initiation and Propagation in Multidirectional GFRP Laminate

description: This data repository includes the necessary data to reproduce the results presented in the paper: "Effect of Variable Amplitude Block Loading on Intralaminar Crack Initiation and Propagation in Multidirectional GFRP Laminate" by the same authors. In this work, the initiation and propagation of intralaminar matrix cracks is investigated under Variabel Ampltide fatigue loading. The data acquisition is performed through a white light camera. For further details on the methodology the reader is refered to the paper. The data in this repository is not the raw image files due to size limitations. Instead, the presented data is the coordinates of the crack endpoints for every crack in each frame. With this data the reader can post-process the data in any way they see fit, and reproduce the results from the paper. The data set consists of data for 3 Constant Amplitude low load cases, 3 Constant Amplitude hig load cases, and 5 Variable Amplitude load cases. The data is stored in MATLAB .MAT files. However, the data can easily be imported into python using the "loadmat" function from scipy.io.
DOI: 10.17632/zzc457s6tf
title: Jamu Names

description: The traditional drinks from Java list. This data contains traditional Javanese drink names, jamu's names, ingredients of jamu, and the literal meaning that data.
DOI: 10.6084/m9.figshare.14254226.v1
title: Vaccination Attitudes Among Sunshine Coast Parents (Dataset)

description: The data includes several variables that predict parental attitudes towards vaccination among Sunshine Coast parents. Cross-sectional design was implemented using a hierarchical multiple regression. Predictor variables include - conspiratorial thinking, psychological reactance, health beliefs, and trust in government. Outcome variable was 'attitude towards vaccination' which combined the variables - vaccine views and vaccine concerns. Ethical approval for data collection was approved by The University of the Sunshine Coast Human Ethics Committee.
DOI: 10.6084/m9.figshare.1495510.v1
title: A meta-analytic dataset of plant facilitation in coastal dune systems: responses, regions, and research gaps

description: Empirical studies in salt marshes, arid, and alpine systems support the hypothe-<br>sis that facilitation between plants is an important ecological process in severe or ‘stressful’ environments. Coastal dunes are both abiotically stressful and frequently disturbed systems. Facilitation has been documented, but the evidence to date has not been synthesized. We did a systematic review with meta-analysis to highlight general research gaps in the study of plant interactions in coastal dunes and examine if regional and local factors influence the magnitude of facilitation in these systems. The 32 studies included in the systematic review were done in coastal dunes located in 13 countries around the world but the majority was in the temperate zone (63%). Most of the studies adopt only an observational approach to make inferences about facilitative interactions, whereas only 28% of the studies used both observational and experimental approaches. Among the factors we tested, only geographic region mediates the occurrence of facilitation more broadly in coastal dune systems. The presence of a neighbor positively influenced growth and survival in the tropics, whereas in temperate and subartic regions the effect was neutral for both response variables. We found no evidence that climatic and local factors, such as life-form and life stage of interacting plants, affect the magnitude of facilitation in coastal dunes. Overall, conclusions about plant facilitation in coastal dunes depend on the response variable measured and, more broadly, on the geographic region examined. However, the high variability and the limited number of studies, especially in tropical region, indicate we need to be cautious in the generalization of the conclusions. Anyway, coastal dunes provide an important means to explore topical issues in facilitation research including context dependency, local versus regional drivers of community structure, and the importance of gradients in shaping the outcome of net interac- tions.
DOI: 10.17632/2r5g3c4zk8
title: Development and Evaluation of Astaxanthin as Nanostructure Lipid Carriers in Topical Delivery

description: The study is designed to formulate, optimize and evaluate Astaxanthin (ASTA) loaded nanostructured lipid carrier (NLC) with an aim to improve its stability, water solubility, skin permeability, retention, and reduce drug related side effects. ASTA was extracted from Haematococcus pluvialis. ASTA-NLC was formulated by the technique of melt emulsification - ultrasonic and optimized taking solid:liquid lipid ratio, total lipid:drug ratio, drug concentration, emulsifier types and amounts as independent variables with particle sizes (PS) and entrapment efficiency (EE) as dependent variables. The optimized formulation (N21) exhibited spherical surfaced stable nano particles of 67.4 ± 2.11 nm size and 94.3 ± 0.47% EE. Formulation N21 was then evaluated for its physiological properties, physicochemical properties, drug content, in vitro release and skin penetration and retention analysis. The ASTA-NLC was found to be non-irritating, homogenous and with excellent stability. In vitro release studies showed the cumulative release rate of NLC was 83.0 ± 3.44% at 48 h. The skin penetration and retention studies indicated NLC preparation had good properties in topical delivery. It can be concluded that NLC serves as a promising carrier for site specific targeting with better stability and skin penetration.
DOI: 10.17632/5dgbzj4kgz
title: Data for: Nest refuse of Atta opaciceps (Hymenoptera: Formicidae) increases plant biomass and diversity during the regrowth of herbaceous species

description: Script in R.data file containing data and data analysis
DOI: 10.17632/9wxb37t49z
title: Supplemental_Material_MM

description: This Supplemental material is related to the study entitled "Metagenomic analysis of the abundance and composition of antibiotic resistance genes in hospital wastewater in Benin, Burkina Faso, and Finland". This repository contains Figures S1-S10 in their respective folders. The figure legends are found in the "Supplemental_material_legend.pdf".
DOI: 10.17632/95mr7pr8rj
title: Two Daily Weather Datasets: Chiang Mai International Airport and Theodore Francis Green State Airport

description: Two daily weather datasets for experimenting data-driven models on two different weather types: 1. Chiang Mai International Airport, Chiang Mai, Thailand from January 1st 1998 to July 31st 2019. The data were acquired from the station via personal communication. The following files are provided: - chiang_mai_1998-2019_raw.csv : the raw data. - chiang_mai_1998-2019.csv : the preprocessed data: the dates and redundant variables were removed, the missing data were imputed with MICE algorithm and all units were changed to SI units. 2. Theodore Francis Green State Airport, Providence, RI from January 1st 2006 to October 31st 2019. The data were acquired from the National Oceanic and Atmospheric Administration (https://www.ncdc.noaa.gov/cdo-web/datatools/lcd). The following files are provided: - providence_2006-2019_raw.csv : the raw data. - providence_2006-2019.csv : the preprocessed data: the dates were removed, the missing data were imputed with MICE algorithm and all units were changed to SI units. Additionally, we provide code in Python and shell scripts for reproducibility of the three autoencoder models in "Short-term Daily Precipitation Forecasting with Seasonally-Integrated Autoencoder". The code have the following requirements: - Python 3.6 or higher - Keras 2.2 or higher (Python library) - Tensorflow 1.x.y or where x.y is 12.0 or higher (Python library) The proposed model can be trained by simply running the following command: ./Providence.sh After the training is done, the RMSE and CORR scores will be reported, and the forecast values will be saved in `path/to/data_XXXXXX-xxxxxx.csv`. The README.md file provides additional information on code usage. #### Changing arguments You can modify the arguments in the script files. For example, `--model` and `horizon` let you specify the model and the forecast horizon, respectively. The descriptions of all available options can be accessed via the command: python3 main.py -h #### Running the script in different modes We have prepared the scripts for `prediction` mode and `evaluation` mode, namely `Providence_predict.sh` and `Providence_eval.sh`, as well as the pretrained weights for all three models in the `model` folder. To use these two modes, you need to specify the location of the pretrained weights using `--load` option. For example, the weights of SSAE that makes forecast over the next three days on Providence dataset are stored in `pvd_ssae_3.h5` --load model/pvd_ssae_3.h5 You also need to specify the test data. --test_data Data/data_name.csv REFERENCES: - Liu, L., Jiang, H., He, P., Chen, W., Liu, X., Gao, J., Han, J., 2019. On the variance of the adaptive learning rate and beyond. arXiv preprint arXiv:1908.03265. - Zaytar, M.A., Amrani, C.E., 2016. Sequence to sequence weather forecasting with long short-term memory recurrent neural networks. International Journal of Computer Applications 143, 7–11. doi:10.5120/ijca2016910497.
DOI: 10.17632/ht6jkhvwhz
title: Evaluation of Heterogeneous Mechanical Tests for Model Calibration of Sheet Metals

description: Dataset of "Evaluation of Heterogeneous Mechanical Tests for Model Calibration of Sheet Metals (Oliveira et al., 2020)". Using these datasets it is possible to reproduce Figures 7-10 of paper. Each dataset includes data for: .: Integration Point .: Element Volume .: Equivalent Plastic Strain .: Major Strain .: Minor Strain .: Major Stress .: Minor Stress .: Stress Triaxiality .: Lode Angle parameter .: Rotation Angle
DOI: 10.17632/rg2m6vsv8x
title: Data for: Place-Based Policies, State-Led Industrialization and Regional Development: Evidence from China's Great Western Development Program

description: Data for: Place-Based Policies, State-Led Industrialization and Regional Development: Evidence from China's Great Western Development Program
DOI: 10.6084/m9.figshare.23618667.v1
title: Customized R scripts and a data table for recombining genes assignments.

description: This repository contains files that complement the work by Pfeifer and Rocha on the recombination and conversion of phages, plasmids and phage-plasmids (preprint is here available: https://doi.org/10.1101/2023.08.08.552325).Following files are listed:A table (.zip) with information on the assignments of recombining genes between different types of mobile genetic elements. Recombining genes were defined as genes between dissimilar elements (gene repertoire relatedness, wGRR &lt; 0.1), but with high gene similarity (&gt;80% identity, &gt;80% sequence coverage, and no more than 25 highly related genes between two elements). The table includes recombining genes (assignments: "From-To") among 3585 phages, 20274 plasmids, and 1416 phage-plasmids. The IDs of genes, proteins, and genomes were sourced from the NCBI database. Protein percentage identity (pident), E-value, and bitscore were computed using MMseqs2 (see Methods), while alignment fractions (sequence coverage) were determined by dividing alignment lengths by sequence lengths (coverage_from, coverage_to).Customized R scripts are provided for computing wGRR (which may be memory-intensive), gene clustering using single linkage, quantification of gene flow, and enrichment tests (including Fisher tests).
DOI: 10.17632/j2k9j4twj2
title: Rootkit Data Set

description: Controlled Environment for Conducting Dynamic Analyses of Rootkits
A controlled environment for conducting dynamic analysis of rootkits was set. For testing the root kits Sun Microsystem’s virtualBox was installed and inside the virtual environment XP operating system was installed.
       From the Offensive Computing website (http://www.ofensivecomputing.net) 87 root kits samples were found and each sample was run one by one in the virtual environment. The system was restored to the original setting after running each sample.

Rootkit Detector for collecting Data
There are many tools that are used to detect the hooks created by root kits on a window machine. To complete this task McAfee’s Rootkits Detective (available from http://vil.nai.com) was used. The rootkit detective was then run to detect the hook that was created after running each root kits samples and a log file containing data each of the hooks was generated.
DOI: 10.17632/jzw6jn7g39
title: tensile_stress_strain_6061 al_Ti64

description: Contains stress and strain data for miniature dogbone specimens of 6061-T6 aluminum and Ti-6Al-4V To fit dimensional constraints for other work, tensile specimens were scaled from the ASTM E8-16a standard to a smaller overall size and machined from 12.7 mm thick plate. The size of the gripping area was also increased to prevent slippage within the jaws of the tensile tester. A clip-on strain gage was used in conjunction with an Instron 5kN load cell to measure load and strain. Stress was calculated based off the instantaneous cross-sectional area as estimated using the poisons ratio. A strain rate calculated from the crosshead speed on the tensile tester of 4*10-4 s-1 was used.
DOI: 10.17632/r7ptfzsm97
title: Metabolomic Analysis of Honey Bee Response to Glyphosate Exposure

description: The NMR data for honey bee samples
DOI: 10.17632/zfv4jj7855
title: Tomato Leaf Disease Dataset

description: This dataset consists of images of tomato leaves affected by various diseases. The data is organized into multiple folders, each corresponding to a different disease affecting tomato leaves. The images were collected under various conditions and are intended for use in training machine learning models for disease detection and classification.

This dataset comprises images of tomato leaves categorized into different folders based on the specific disease affecting them. The folders include:

1. Tomato_healthy: Healthy tomato leaves without any signs of disease.
2. Bacterial_spot: Leaves affected by bacterial spot disease.
3. Early_blight: Leaves showing symptoms of early blight.
4. Late_blight: Leaves with signs of late blight.
5. Leaf_Mold: Tomato leaves affected by leaf mold.
6. Septoria_leaf_spot: Leaves showing septoria leaf spot disease.
7. Spider_mites_Two-spotted_spider_mite: Leaves infested with two-spotted spider mites.
8. Tomato_mosaic_virus: Leaves infected with tomato mosaic virus.
9. Target_Spot: Leaves showing target spot disease.
10. Tomato_Yellow_Leaf_Curl_Virus: Leaves affected by tomato yellow leaf curl virus
DOI: 10.17632/khc4cn8ct9
title: Establishing a Cancer Registry and Baseline Data for Nyandarua County, Kenya: A Step towards Establishing a Central Cancer Registry

description: Cancer is a major global public health issue, causing a significant number of premature deaths worldwide. In 2020, the World Health Organization reported that more than 19 million individuals were diagnosed with cancer, and over 10 million lost their lives to the disease. Predictions indicate that cancer-related deaths will exceed 30 million by 2030, with around 75% occurring in low- and middle-income countries (LMICs) like Kenya. Various factors contribute to this concerning trend, including aging populations, a high prevalence of cancer risk factors, socioeconomic disparities resulting in limited healthcare access, and deficiencies in healthcare systems within LMICs. This study focused on Nyandarua County, Kenya, which lacks a dedicated cancer registry. Without comprehensive incidence data, the county faces challenges in developing targeted programs for cancer prevention, management, and control. The main objective of this investigation was to establish a cancer registry specific to Nyandarua County, capable of continuously gathering accurate cancer data, patient treatment follow-ups and disease outcomes. A demographic survey was conducted to determine the frequency of all-cause and specific cancers among patients who attended selected health facilities between 2013 and 2020. The presented data were collected from existing hospital records in three main hospitals in the county.
DOI: 10.6084/m9.figshare.26370397.v1
title: <b>Belete GK, HL Sithole. </b><b>Prevalence diabetes among adult populations</b>

description: <b>This is data for study done on prevalence and associated factors of diabetes among adult populations of Hawassa town, Ethiopia: A community based cross-sectional study by </b><b>Getu Kassa Belete</b><b>, HL Sithole</b>
DOI: 10.17632/c3tn9hyfvb
title: ECCPA: Calculation of classical and quantum cross sections for elastic collisions of charged particles with atoms

description: The Fortran program ECCPA calculates differential and integrated cross sections for elastic collisions of charged particles with atoms by using the classical-trajectory method and several quantum methods and approximations. The collisions are described within the framework of the static-field approximation, with the interaction between the projectile and the target atom represented by the Coulomb potential of the atomic nucleus screened by the atomic electrons. To allow the use of fast and robust calculation methods, the interaction is assumed to be the same in the center-of-mass frame and in the laboratory frame. Although this assumption neglects the effect of relativity on the interaction, it allows using strict relativistic kinematics. The equation of the relative motion in the center-of-mass frame is shown to have the same form as in the non-relativistic theory, with a relativistic reduced mass and an effective potential. The wave equation for the relative motion, as obtained from the correspondence principle, is formally identical to the non-relativistic Schrödinger equation with the reduced mass and the effective potential, and it reduces to the familiar Klein-Gordon equation when the mass of the target atom is much larger than that of the projectile. Collisions of spin 1/2 projectiles are also described by solving the Dirac wave equation. Various approximate solution methods are described and applied to a generic potential represented as a sum of Yukawa terms, which allows a good part of the calculations to be performed analytically. The program ECCPA is useful for assessing the validity and the relative accuracy of the various approximations, and as a pedagogical tool.
DOI: 10.17632/ggys689v6x
title: The killifish germline regulates longevity and somatic repair in a sex-specific manner

description: Supplementary tables for the manuscript