cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ysndxjs9gp
title: Manufacturing process encoding through natural language processing for prediction of material properties

description: This dataset encompasses all the data used in the machine learning model presented in the paper titled 'Manufacturing Process Encoding through Natural Language Processing for Prediction of Material Properties,' authored by the same individuals. It consists of historical manufacturing process data and processed information, including both labeled and one-hot encoded data. The paper thoroughly details the hyperparameters employed in the models and provides a comprehensive overview of the training and test sets. Additionally, the dataset includes the detailed code for the neural network structure. Furthermore, it incorporates the code for PCA and K-means analysis as presented in the paper.
DOI: 10.6084/m9.figshare.20729585.v1
title: AUTONOMY AND TUTELAGE IN THE SCHOOL ENVIRONMENT

description: ABSTRACT The theme of autonomy has been present since the beginnings of education. In today’s society, student’s autonomy in school practices can determine the political and social participation of young people. This study seeks to problematize autonomy and tutelage in formal education from an integrative review of scientific literature. The proposal implies contextualizing these concepts, tracing a historical scenario from which educational practices that relate to autonomy and tutelage are delineated. The work includes the analysis of eleven scientific articles published in the Portal Periódicos Capes database between 2000 and 2019. The results point to three axes: the construction of the concepts of autonomy and tutelage from a historical and philosophical trajectory; critical analysis of society based on political guidelines; and, finally, the relationship between the political character of autonomy and tutelage and the educational practices that emerge from everyday school life.
DOI: 10.17632/8gbbgf8z49
title: MemriSim: A theoretical framework for simulating electron transport in oxide memristors

description: We have developed a theoretical framework MemriSim for simulating the resistive switching behaviors of oxide memristors. MemriSim comprises two major parts, i) structural evolution of oxygen vacancies during conductive filament formation/rupture by kinetic Monte Carlo (kMC) algorithm, and ii) transport calculations based on the scenario of electron tunneling and thermionic emission with the kMC derived structures. As prototype probes, we have computed the current-voltage (I-V) curves of HfO2 and TaOx based memristors and compared the results with experimental measurements, which show perfect agreement. By tuning the physical parameters, MemriSim can describe resistive switching devices with different oxide layers and metal electrodes. In addition, the pulse transient current can also be simulated by considering the transient response of RLC circuit. The developed framework not only provides a general approach for understanding the fundamental mechanism of resistive switching in oxides, but also opens up new opportunities for designing and optimizing memristor-based architectures for nonvolatile memory, logic-in-memory and neuromorphic computing.
DOI: 10.17632/hdk2fr8nkv
title: Prevalence of taurodontism as a radiographic finding in patients who attend the diagnostic area of ​​the Dr. René Puig Bentz Dental Clinic of the Pedro Henríquez Ureña National University, period January-April 2023

description: Taurodontism is a dental alteration that affects the length of the pulp chamber, being longer in the occluso-apical direction and a displacement of the furcation beyond the middle third towards the apical direction. This study was observational, prospective and descriptive cross-sectional. The objective was to determine the prevalence of taurodontism in patients who attend the diagnostic area of ​​the Dr. René Puig Bentz Dental Clinic of the Pedro Henríquez Ureña National University in the period January-April 2023.
As a result, the most predominant was mestizo with six patients (37.5%) and the least predominant was black with one patient (6.25%). Within the 26 teeth evaluated with taurodontism, the following types were present: hypotaurodontism with 12 teeth (46.15%), hypertaurodontism with 10 teeth (38.46%) and mesotaurodontism with four teeth (15.38%). The most affected jaw was the lower jaw, 14 teeth (53.85%) and the quadrant with the greatest appearance of the anomaly was the 3rd. quadrant with nine teeth (34.62%). The dental units with the highest prevalence of alterations were the lower left second premolar and the upper right second molar with four cases (15.38%) respectively. In conclusion, the appearance of taurodontism is rare in the population, with equal prevalence in both sexes and the most frequent type was hypotaurodontism.
DOI: 10.17632/75tsccprd2
title: Global precipitation stable isotope data

description: Dataset of stable isotope data for precipitation in the global from 1961 to 2023.
DOI: 10.6084/m9.figshare.17704763.v1
title: VCMatch

description: The replication package for the paper titled "VCMATCH: A Ranking-based Approach forAutomatic Security Patches Localization for OSSVulnerabilities"
DOI: 10.17632/f2zvbwjn3b
title: Supplementary data for Quantitative measurement of hair diameter diversity as a diagnostic indicator of androgenetic alopecia in Korean males: A cross-sectional study

description: Supplementary data for Quantitative measurement of hair diameter diversity as a diagnostic indicator of androgenetic alopecia in Korean males: A cross-sectional study.
DOI: 10.17632/s2xb8jh6gz
title: Pricing Cryptocurrency Options with Machine Learning Regression for Handling Market Volatility

description: This replication folder contains all necessary resources to reproduce the findings of our study on the application of machine learning models to price cryptocurrency options. It includes a Jupyter notebook with the complete codebase, structured to guide users through data loading, model application, and result generation. Hyperparameters optimized via grid search are provided in pickle files. The dataset includes preprocessed cryptocurrency option data from Binance necessary for replication. Due to licensing restrictions, equity option data is not included; however, guidelines on accessing this data through Wharton Research Data Services (WRDS) are provided.
DOI: 10.6084/m9.figshare.12367367.v2
title: Data set - updated

description: Central data set for the article: <br><br>Damsbo-Svendsen, Søren. (2020). How weather experiences strengthen climate change awareness in Europe. West European Politics.<br><br>The data set is essentially (publically available) survey data from the European Social Survey Round 8 merged with daily temperature measurements from the European Climate Assessment and Dataset project. <br>
DOI: 10.15468/dl.3hwpfg
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salsola kali L.",
 "Country is Libya"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012937-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/kb8c2s77c6
title: Original immunoblots Ouyang and Chen et al Developmental Cell

description: Uncropped immunoblotting images Ouyang and Chen Developmental Cell.
DOI: 10.6084/m9.figshare.25951633.v4
title: Toward barrier-free cartography: a similarity and discrimination-based approach to automatically enhance qualitative color schemes for color vision deficiency

description: Qualitative color schemes are often designed without considering people with color vision deficiency, causing confusion when reading maps. Thus, this paper proposes an automatic approach to enhancing existing qualitative color schemes for color vision deficiency. We built an optimization model by combining color similarity and discrimination to obtain enhanced color schemes similar to the original schemes that are distinguishable by people with color vision deficiency. We provide a case study adopting the Tianjin metro map and the Liaoning land cover map as experimental maps. Thirty-two participants with color vision deficiency were invited to complete tasks on the original and enhanced experimental maps. The results showed that participants with color vision deficiency achieved significantly greater accuracy and shorter response times on the enhanced experimental maps than on the original maps. In addition, 47 participants with color-normal vision were invited to participate; the results showed that they also achieved high accuracy and shorter response times on enhanced experimental maps. This suggests that the enhanced color schemes generated using our approach are barrier-free schemes that meet the map-reading requirements for color vision deficiency and normal color vision.
DOI: 10.17632/hcr5fwtpf3
title: ddRAD sequencing data of tomato genotypes

description: The genomic data of two tomato genotypes (E42 and LA3120) were obtained by using ddRAD sequencing technology. Total genomic DNA was extracted from 100 mg of young leaf tissue from the two genotypes using the DNeasy plant mini kit (Qiagen, Hilden, Germany). For DNA sequencing, samples were used to prepare libraries for the ddRAD sequencing, as described in Peterson et al. 2012, PLoS ONE 7, e37135 with minor modifications. MboI and SphI enzymes were used for restriction digestion and fragments sequenced with the V4 chemistry paired end 125 bp mode on the HiSeq2500 instrument (Illumina, San Diego, CA, USA).
DOI: 10.17632/rbyzwth2jk
title: Data for timberland transactions and insect damaged forest areas in the southeastern US

description: Two Stata .do files (Replication_Main_Dofile.do and Replication_AppendixB_Dofile) are provided that replicate all tables and four figures in the manuscript, and all tables and figures in the supplemental materials with our two final datasets. However, our contract with Core Logic prohibits us from distributing or sharing data with third parties. We provide our dataset for our estimation in main body as a Stata.dta file (Main_estimation.dta), but with restricted variables filled in as a string “Proprietary: Core Logic” which will prevent estimation of our models using the .do file.
DOI: 10.17632/rtpj4tywxm
title: Hacinamiento carcelario

description: Se han dicho muchas cosas sobre las causas de la violencia en Colombia y se han hecho diversos diagnósticos aplicables igualmente al caso de Urabá en donde la violencia desarrollada mantiene su propia dinámica.  Algunos de los factores explicitados en el estudio.
DOI: 10.17632/wknb3vn6mx
title: Supplemental Figure

description: Supplemental figure detailing article selection for systematic review on minocycline induced cutaneous hyperpigmentation.
DOI: 10.17632/xpwr56d2yk
title: pARTn: A plugin implementation of the Activation Relaxation Technique nouveau that takes over the FIRE minimisation algorithm

description: Nowadays, the interoperability and interfacing of codes and libraries have become crucial aspects of software development and engineering, and the basis for enabling and simplifying the sharing of methods and tools, both within and among communities. One of the most important bottlenecks that arises when developing and maintaining an interface of a library with an already existing software, is to keep it aligned with the development route of the latter. This might include significant changes, such as changes in the data structures used by the library, which are communicated through the interface. In this paper, an approach for inserting a new algorithm into existing software is presented, through a minimally invasive interface, that takes over an already present algorithm, and thus changes its original purpose. The approach is applied to the well-established Activation-Relaxation Technique nouveau (ARTn) algorithm, that is revisited and re-engineered to bias and take over the FIRE minimization algorithm, as presently implemented in two community codes for atomistic simulations, namely Quantum ESPRESSO (PWscf) and LAMMPS. ARTn is a well established single-ended saddle-point search algorithm that allows for the exploration of potential energy surfaces. The resulting algorithm acts as a plugin, and is distributed in the form of an external library (pARTn).
DOI: 10.17632/ccvvsv8g3w
title: Signatures of Antagonistic Pleiotropy in a Bacterial Flagellin Epitope.
DOI: 10.17632/n7c4ntkz7f
title: Caracal habitat selection and activity data

description: Data used for manuscript entitled: "Anthropogenic activities and age class mediate carnivore habitat selection in a human-dominated landscape." Data comprise 3-hour and 20-min data (separate files) used for step selection functions. One-hour subsampled data were used for an activity analysis.  

Species: Caracal caracal

Paper highlights: 
•	Urban and wildland caracals show different patterns of habitat selection
•	Subadult caracals utilize the urban matrix and marginal habitat more than adults
•	Urban caracals do not become more nocturnal to avoid human activity
•	Urban caracals select to be close to urban areas at night; wildland caracals do not
•	Urban caracals use microhabitat refugia to mitigate risk of human detection 

Paper summary: Human activities increasingly challenge wildlife populations by disrupting ecological connectivity and population persistence. Yet, human-modified habitats can provide resources, resulting in selection of disturbed areas by generalist species. To investigate spatial and temporal responses of a generalist carnivore to human disturbance, we investigated habitat selection and diel activity patterns in caracals (Caracal caracal). We GPS-collared 25 adults and subadults in urban and wildland-dominated subregions in Cape Town, South Africa. Selection responses for landscape variables were dependent on subregion, animal age class, and diel period. Contrary to expectations, caracals did not become more nocturnal in urban areas. Caracals increased their selection for proximity to urban areas as the proportion of urban area increased. Differences in habitat selection between urban and wildland caracals suggest that individuals of this generalist species have intraspecific variation in response to anthropogenic disturbances that emerge as a function of habitat context.
DOI: 10.6084/m9.figshare.24119358.v1
title: LSK - Machine Learning files and TF AnnData objects

description: Processed data and single cell objects from the CellTag-multi manuscript.
DOI: 10.17632/mv6khhcg4r
title: Development of  a deep learning model to detect crystalline retinopathy

description: This study was conducted using a publicly accessible FP database obtained from a previous study perfromed by Cen and additional anonymized FP data. Additional retinal image datasets were extracted from Google Images and Google search engine by searching for following keywords: crystalline retinopathy, talc retinopathy, and retinal crystal deposit. In this study, we aimed of building a deep learning model to detect crystalline retinopathy in FP images.
DOI: 10.17632/n3j6x74nb3
title: Rain drop size distribution

description: Rain drop size distribution measurements from a tropical site, Pune, India (JJAS, 2013-2015).
DOI: 10.17632/rws8t2pgkb
title: Perspectives and Purchase Decisions of Women in their 20s towards Cosmetic Products with “Animal Cruelty-Free” Label

description: This data is to support research that aims to analyze consumer perspectives on cosmetic products labeled "animal cruelty-free" and to raise awareness among Indonesian consumers and cosmetic companies not to conduct animal testing in product development. The data presented is qualitative, expected to be representative so that the results of this study, although all respondents are aware of and feel responsible for the ethical issues surrounding animal testing in cosmetic development, not all sources prioritize the "animal cruelty-free" label in their purchasing decisions. This means that some still prioritize product quality over the ethical efforts behind it.
DOI: 10.17632/k66zknby6t
title: The POLR3A/ARG2/Spermine axis drives malignant progression of tamoxifen-resistant breast cancer

description: Tamoxifen resistance was the principal cause for the failure of endocrine therapy in ERα-positive breast cancer. It has been reported that tamoxifen-resistant breast cancer cells exhibit various malignant phenotypes, including enhanced malignant proliferation capacity and anti-apoptotic ability. Meanwhile, arginine metabolic reprogramming has been reported to be associated with the malignant progression of various tumors. In this study, we found the correlation between arginine metabolic reprogramming and tamoxifen resistance in breast cancer by multi-omics analysis including transcriptome and metabolomics. Further studies showed that the key enzyme ARG2 in arginine metabolic pathway was significantly upregulated in tamoxifen-resistant breast cancer cells and was associated with poor prognosis of breast cancer. Functional studies demonstrated that inhibiting the expression or function of ARG2 could markedly suppress the malignant phenotype of tamoxifen-resistant breast cancer cells in both animal and cell models. Molecular mechanism studies further clarified that the transcription factor POLR3A was involved in the transcriptional regulation of ARG2. Overall, this research initially uncovered the role of the POLR3A/ARG2/spermine regulatory axis in tamoxifen resistance of breast cancer, offering novel therapeutic strategies and new drug targets for tamoxifen-resistant breast cancer.
DOI: 10.17632/fzfnyxn5rm
title: 16S rRNA (V3-V4 region) sequencing data

description: RAW data of sequencing
DOI: 10.17632/bk45c9yxb9
title: CRICVA Database

description: The CRICVA dataset contains eye tracking data for a subset of 232 digitized Pap smear images of the CRIC Center (https://sites.google.com/view/centercric). The CRIC images were acquired with a Carl Zeiss microscope equipped with a Zeiss AxionCam MRc camera at 40x magnification. The images have 0.255 μm/pixel and resolution of 1392 x 1040 pixels (8-bit). The specimens were prepared via conventional Pap smears and contain cervical cells as well as other artifacts often collected as part of the exams. All cervical cell images were collected from SUS (Brazilian Universal Health System). ---- Detailed Information 1. Pap smear images The CRIC images were presented to cytopathologists at a resolution of 1280x1024 pixels, keeping the original aspect ratio by adding white pixel lines at the image bottom. Notice that the added white pixel lines have been removed from the attached images. 2. Eye tracking device We used an EyeLink 1000 system designed by SR Research Ltd., Mississauga, Canada, with a sampling rate of 1000 Hz on the right eye recording to register the visual attention of cytopathologists. 3. Subjects CRICVA has eye fixation maps from three cytopathologists, all of them with normal or corrected-to-normal vision via lens glasses. The cytopathologists have experience with cervical care and reading conventional Pap smear slides on clinical laboratory. 4. Methodology The attention data was collected by a task-driven experiment in which the expert interpreted each cervical cell image and marked the abnormal cells with mouse clicks. The participants had free time to analyze the images. ---- Database Organization CRICVA comprises samples for normal (Negative) and abnormal (ASC-US: Atypical Squamous Cells of Undermined Significance; ASC-H: Atypical Squamous Cells of High Significance; LSIL: Low-grade Squamous Intraepithelial Lesion; HSIL: High-grade Squamous Intraepithelial Lesion; and CA: Carcinoma) cases. Our dataset contains eight folders each being relative to a trial. In each folder, there are the cervical cell images (sub-folder: images), the eye fixations (sub-folder: fixation_locs), and the attention maps (sub-folder: fixation_maps). For each trial, we also provide a text file (labels_trial_xx.txt) with the following information: image_id, image_name, image_class For example, 1,011fda505d7e4af4b8cc57545343624d,ASC-US 2,02c7fb946ad5c5e5f9c1e1178c21fc92,ca More information can be found in the references (related links) below. ---- Special Thanks: Dr. José Soares de Andrade Júnior and Dr. Humberto de Andrade Carmona for authorizing the use of the eye tracking device at the Complex Systems Laboratory, Department of Physics, Universidade Federal do Ceará, Fortaleza, CE, Brazil. ---- Feedback on the dataset is welcome. The person to contact is Daniel Ferreira (daniels@ifce.edu.br)
DOI: 10.6084/m9.figshare.24192483.v1
title: c3d files of 3D full-body gait kinematics, kinetics and EMG of 50 adults with stroke

description: The C3D file contains anthropometric measurements (e.g., body height, body mass, leg length, …), 3D kinematics (i.e., 3D marker trajectories, 3D full-body joint angles, and 3D center of mass), kinetics (i.e., 3D ground reaction forces, 3D joint forces, 3D joint moments and 1D joint power), and unfiltered EMG . All calculated are based on the Full body Plug-in Gait model and standard processing pipelines, further information is provided in the online documentation of Vicon
DOI: 10.17632/hkd89s56kv
title: raw sequence data

description: These are raw sequencing data from Illumina platform of two complete phages genomes related to Myoviridae family
DOI: 10.25442/hku.26790178.v1
title: Supporting data for "Assessment of corrosion probability of steel in mortars using machine learning"

description: The dataset primarily focuses on steel corrosion data in cementitious materials. It contains a total of 535 data entries, including corrosion-related factors, such as relative humidity, corrosion potential, concrete resistivity, and corrosion rate.
DOI: 10.6084/m9.figshare.20348094.v8
title: RPIQ

description: The Data of the Risk Pain and Injury Questionnaire and lous of control
DOI: 10.17632/vdwn4m75b2
title: Ginzburg - Landau - Fluxoids

description: Title of program: GINZBURG-LANDAU-FLUXOIDS Catalogue Id: ACKA_v1_0 Nature of problem The Ginzburg-Landau-equations are solved for a straight single fluxoid containing an (integer) number q of flux quanta, starting from an approximate solution which has to be submitted by the user if q &gt; 1. Versions of this program held in the CPC repository in Mendeley Data ACKA_v1_0; GINZBURG-LANDAU-FLUXOIDS; 10.1016/0010-4655(69)90012-5 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/xxd3gfpz6g
title: Survey on financial literacy and entrepreneurial intention of students

description: Survey on financial literacy and entrepreneurial intention of students