cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/cknb5rcmdr
title: Data for: Design of a histopathology image segmentation algorithm for CAD of cancer

description: These are four sample images of ADL dataset mages with segmentation ground truth. Other files will be provided as per the request.
DOI: 10.17632/d43mry5ff8
title: Data for: Adapting the novel-object recognition task to quantify how much attention rodents allocate to motivationally-salient objects

description: Exploration times in experiments 1-7
DOI: 10.17632/s85vv6yyjs
title: Generic delimitation in the Cyphotheca-Plagiopetalum-Sporoxeia clade

description: ### Bredia_hirsuta_reference_genome.fasta
Description: the draft genome sequence of Bredia hirsuta.

### CPS_plastome_alignment.fasta
Description: the final alignment of 37 whole plastomes.

### CPS_genomic_dataset.vcf
Description: VCF file of the genomic dataset, generated by mapping whole-genome resequencing data of 37 samples to Bredia hirsuta reference genome, further filtered based on hard filtering by GATK and LD by PLINK.
DOI: 10.6084/m9.figshare.28680737.v1
title: Simulation files of oxDNA simulations of a tetrahedron

description: Simulation in oxNA to understand the behavior of a DNA tetrahedra carrying a gapmer as it interacts with a miRNA. The corner simulation file includes 16 replicate simulation and an ipython notebook for the analysis of the opening and closing of the corner making a toehold available. The 'ToeholdMediatedStrandDisplacement_simulation' file includes 16 replicate simulation and an ipython notebook for the analysis of the displacement of a digested miRNA product by a new miRNA product via toehold mediated strand displacement. <br>
DOI: 10.17632/hr78cbjz4v
title: Environmental archaeology data for the Late Neolithic site 10-B2 near Izvor, Western Bulgaria

description: The current dataset consists of four types of data, classified into four spreadsheets, covering environmental archaeology findings retrieved during the archaeological field campaign in 2021 of the Late Neolithic site 10-B2 near the village of Izvor, Western Bulgaria.
DOI: 10.17632/6m4ghzt666
title: Supplementary data
DOI: 10.17632/rdf87n3xn6
title: Data for: Experimental study on mafic rock dissolution rates within CO2-seawater-rock systems

description: Complementary data
DOI: 10.6084/m9.figshare.12811643.v1
title: R workspace containing results

description: R workspace containing GAM results ('compgam' object) reported in paper. Use "str(compgam)" (no quotes) at command line to view code and other characteristics of the model
DOI: 10.17632/8cs49tpg3z
title: Journal of Methodology of Social Sciences and Humanities; No. 116

description: The main objective of Methodology of Humanities and Social Sciences (MSSH) is to provide an intellectual platform for national and international researchers to discuss their most recent findings related to philosophical foundations and methodology of humanities and social sciences. By doing so, the Journal hopes to improve the status of the field in Iran and in the world and to find solutions to theoretical and practical problems the profession is faced with. Given the importance of the humanities and social sciences and the fundamental role of these sciences in the realization of a coherent and civilized intellectual system, investigating the philosophical and methodological foundations of these sciences and criticizing and evaluating them, as well as attempting to extract Islamic foundations and views in the field of humanities is of great importance. In this regard, the following objectives have been considered as a roadmap for MSSH. To serve this purpose, researchers are encouraged to submit their unpublished, original, full-length papers for potential publication in the journal. The journal is set to publish original articles on a wide range of issues including;

 Study of the relationship between philosophy, philosophy of social sciences and humanities, methodology and research method; 
 The role of philosophy and methodology of social sciences and humanities in the quantitative and qualitative improvement of the social sciences and humanities;
 Comparative study of philosophy and methodology of social sciences and humanities and natural sciences;
 Study of the evolution of philosophy and methodology of social sciences and humanities;
 Comparative examination of quantitative and qualitative research methods;
 Philosophical analysis of concepts used in the social sciences and humanities;
 The study of the philosophical and theological foundations of the production of religious and indigenous social sciences and humanities;
 Methodology of the production of religious and indigenous social sciences and humanities;
 Methodology of using religious texts in social sciences and humanities and social sciences;
 Methodology of Muslim scholars in social studies;
 The deficiencies of the social sciences and humanities in the field of goals, foundations, methods and achievements;
 Philosophical and methodological assessment of studies in the field of humanities and social sciences;
 Philosophical and methodological assessment of studies in the field of Islamic humanities and social sciences;
 Philosophical and methodological assessment of macro policies of the country in the scientific, economic, political, social and cultural fields
DOI: 10.17632/8t8jrsf7zx
title: After exercise, the breathing pattern initially follows the duodenal “pace signal”

description: This is a supplemental experiment to the paper in the following link. It demonstrates that, after exercise, when the subject was relaxing while his respiration slowed down, his respiration rate initially followed the speed of the duodenal "pace signal", then the subject sighed and his respiration rate then immediately fell to near to the normal base level.
DOI: 10.17632/g9vzrvmnsr
title: Data for: Impact of B2C E-Commerce on Small Retailers in Thailand: An Investigation Into Profitability, Operating Efficiency, and Employment Generation

description: Small retailers : online with offline; offline only, data collected from Thailand in 2018. The shops included - cosmetics, books & journals, mobile, and Laptop
DOI: 10.17632/jj4mzgzv4k
title: Dataset on changes in travel destination preferences of Thai domestic travelers during the COVID-19 pandemic

description: Dataset collected from Thai domestic travelers on travel destination preferences both on pre- and post-COVID-19 pandemic.

The Data Description file was conducted to describe variables for the dataset.
DOI: 10.17632/t6xk7fr3w8
title: Dataset for A Matlab-based Image Analysis Tool for Measuring Polymer Fiber Diameter in Electrospun Scaffolds

description: Raw and processed data for "A Matlab-based Image Analysis Tool for Measuring Polymer Fiber Diameter in Electrospun Scaffolds" as well as the Matlab Method code.
DOI: 10.17632/y6g95pcgr6
title: Data for research about challenges faced by school leaders and their impacts on school culture, teacher performance, and student outcomes

description: This Excel file contains 99 peer-reviewed journal articles sourced from the Education Resources Information Center (ERIC) database, focusing on studies published within the last five years. The collection includes research from various countries, providing insights from a wide range of global communities.
DOI: 10.6084/m9.figshare.14361026.v1
title: FreshAdultMouseBrainCellRanger1.2.0

description: scATAC-seq dataset processed for inclusion in scATAC.Explorer R package. scATAC.Explorer is an R package containing a curated collection of publicly available scATAC-seq datasets that can easily be searched and retrieved within R. Included datasets are processed into a consistent format for ease of analysis.<br>This dataset was not generated by our lab. Please also give credit to the source the dataset was retrieved from, included in reference field.
DOI: 10.6084/m9.figshare.7111487.v1
title: BRMR_STZ_data

description: Data used to develop seed transfer zones for mountain brome (Bromus marginatus) in Forest Service Region 1 area (Montana and Idaho). Dataset includes collection location, trait data from common garden (year 1 and year 2), final biomass, and carbon isotope discrimination values.
DOI: 10.17632/9y67482dfy
title: Analysis of Innovation in Metropolitan Online Transportation for On-Demand Service Optimization: A Systematic Literature Review Paper

description: This study conducts a systematic literature review (SLR) to explore key digital transformation strategies across five dimensions: technological advancements, policy regulation, user experience, service integration, and operational efficiency. A qualitative sentiment analysis using thematic mapping was also performed to categorize consumer perceptions.
DOI: 10.17632/cgf9z2kbn4
title: Abductees-Rescue: 3D Hand Landmarks Dataset for Real-Time Abduction Detection in Surveillance Systems

description: This work has been comprised of creating a 3D hand landmarks dataset for real-time detection of abduction cases through surveillance systems using the MediaPipe Hands framework. The dataset has been represented in two categories of 3D hand landmark gestures: normal hand gestures labeled with a "0" classlable and specific gestures indicating potential abduction cases labeled with a "1" classlable. The 3D hand landmarks have been extracted after applying MediaPipe on 4545 videos of normal hand gestures and 4566 videos of abduction cases hand gestures. These videos of hand gestures have been cropped from custom-recorded videos by volunteers specifically for creating this dataset using a developed algorithm for this purpose. Each cropped video contains 45 frames. Each frame contains one hand represented in 21 keypoint landmarks providing X, Y, and Z coordinates, creating a three-dimensional representation of the hand pose (palm and fingers) in this frame.
These custom-videos have been recorded using surveillance cameras mounted at a standard 3-meter height across various environmental conditions, including different lighting scenarios (day/night) and distances up to 17 meters from the surveillance camera. The developping algorithm has been applied to track and crop hand gestures from the custom-videos and save them into new videos as mentioned appove and categorized into two groups 0 and 1. Augmentation techniques have been applied on the new videos to enhance dataset diversity via geometric transformations and visual quality adjustments.Then, the MediaPipe hands framwork had applying on the cropped videos to exctact the 3D hand landmarks. Finally, applying normalization tehcnique on the resulting PKL file of hands landmarks that contain all hands landmarks with their classlables (0 and 1), normalized to range [-1 : 1] to let the researchers deal directly with this dataset in bulding their models of machine learning etc,.
Interested researchers could utilize this dataset to develop and train AI models for identifying potential abduction cases through hand gesture recognition in surveillance systems. The data is particularly valuable in scenarios where verbal communication is not feasible. Moreover, the structure of this dataset allows for direct application in training deep learning algorithms or feature extraction for machine learning models, enabling the development of real-time surveillance systems capable of recognizing sign requests for help through hand gestures.
DOI: 10.17632/g6p5kjz657
title: Dataset of fight against the viral threat based on management and marketing during the COVID-19 economic crisis

description: The dataset has combined statistics on management, marketing and COVID-19 incidence for most countries in the world that provide data for international statistical accounting (for 141 countries). Thanks to this, the dataset makes it possible to conduct research both on the basis of the global economy as a whole (for a full sample of countries), and on the basis of samples from individual countries according to various criteria, for example, according to the incidence of COVID-19 or the level of maturity of market relations (developed and developing countries). Although indicators of management (e-civil society, business reliance on professional management and flexibility of government) and marketing (demanding consumers as an incentive to marketing, marketing management of conflicts of interest in business and competition as a measure of government incentives for marketing) are available in electronic format on the official World Economic Forum, this data cannot be processed, since it cannot be uploaded to the user's computer in tabular form. The dataset contains not only the initial data measured in different units of measurement, but also the average world values ​​of indicators calculated by the author and the ratio of values ​​of each country to global values. The uniqueness and value of the data included in the dataset lies in the fact that the statistics on the incidence of COVID-19 are not given in statics (as of a certain date), but in the dynamics of three trimesters of 2020: as of 03/02/2020 ( for the 1st trimester), as of 06/18/2020 (for the 2nd trimester) and as of 10/13/2020 (for the 3rd trimester). Thanks to this, the dataset is applicable for a wide range of dynamic studies of the development of the COVID-19 pandemic and crisis, and also allows the most complete, accurate and reliable determination of the dependence of the virus threat on management and marketing factors, the contribution of which is manifested exclusively in dynamics, since they provide a delayed effect. The dataset contains a convenient selection of indicators in the field of management and marketing. Indicators are selected according to two criteria. The first criterion: attitude to management (e-civil society, professional management and flexibility of public administration) and attitude to marketing (demanding consumers, marketing management of conflicts of interest and competition as an incentive to marketing). The second criterion: consumers (electronic civil society and the exactingness of consumers), business (professional management and marketing management of conflicts of interest) and the state (flexibility of government and competition as an incentive for marketing) act as the subject of management / marketing. The dataset contains indices showing the contribution of each factor and each logical group of factors to the fight against the virus threat.
DOI: 10.17632/rb8hgnp586
title: MegaLTR and EDTA derived long terminal repeat retrotransposons libraries in assorted cultivated plants

description: This dataset contains libraries of long terminal repeat retrotransposons generated by MegaLTR and EDTA tools in assorted cultivated plants: Ananas comosus, Camellia sinensis, Capsicum annuum, C. baccatum, C. chinense, Carica papaya, Citrus sinensis, Cocos nucifera, Coffea arabica, Cucumis melo, Cucurbita pepo, Eucalyptus grandis, Glycine max, Mangifera indica, Manihot esculenta, Musa acuminata, Prunus persica, Solanum lycopersicum, Theobroma cacao and Zingiber officinale. The resultant repetitive libraries are valuable and now available to the interested community for downstream analysis.
DOI: 10.17632/3svymjgg4k
title: Data for: Petrogenesis of Archean TTG-series rocks from the Jiaodong complex, eastern China: Implications for crustal evolution in the North China Craton

description: Supplementary Tables
DOI: 10.6084/m9.figshare.28013849.v1
title: Plant functional traits drive soil carbon and nitrogen storage dataset.csv

description: afield samples dataset from 49 sites along the thicketization gradientsin Hexi Corridor, China.
DOI: 10.17632/rfd7zwf3m7
title: Oxidation Mechanism of U3Si2 Accident Tolerant Nuclear Fuel

description: Raw data to recreate findings from 'Oxidation Mechanism of U3Si2 Accident Tolerant Nuclear Fuel': including TGA, XRD and STEM-EDS data
DOI: 10.17632/437w4z7w66
title: Hepatic IRG1 promotes carcinogenesis by trapping Mcl-1 to induce liver injury 

description: Original data for Hepatic IRG1 promotes carcinogenesis by trapping Mcl-1 to induce liver injury.
DOI: 10.6084/m9.figshare.25470001.v1
title: RNA-seq raw data

description: RNA-sequence raw data
DOI: 10.6084/m9.figshare.5825937.v1
title: DatasetS1.xlsx

description: Combined output of the CLfinder-OrthNet analysis for the six crucifer genomes, with RNAseq expression evidence information; Supplementary Dataset S1 of the reference article.<br>
DOI: 10.17632/48mn4hmprt
title: Data for: The Relationship between the Chloride Corrosion Concentration Limit and the Interfacial Transition Zone Around Embedded Rebar

description: This database include all the data of mix composition, mix properties, materials properties, chloride threshold, image analysis results, and queries which makes the data useful.
DOI: 10.17632/67jk7dtbw2
title: First-principles investigations of He-vacancy-interstitial cluster in fcc Nickel

description: The structure of vacancy cluster (void, sft and triangle plate on {111} plane, interstitial cluster In, Hen, HenV, HenV2 cluster. The appendix contains the details and discussion of the calculations and calculations results, which should be useful for some readers.
DOI: 10.17632/ndpz7yvr8m
title: Surface roughness characterisation and analysis of the Electron Beam Melting (EBM) process

description: The present dataset contains the geometry of the component and the tables that report all the measurements conducted in order to evaluate the surface roughness of as build EBM parts.
DOI: 10.17632/y89spy3yfn
title: Raw Questionnaire Data on Fish Farming Practices and on Water Quality Aspects in Small-Scale Farms in Kirinyaga County, Kenya.

description: Raw questionnaire data and Water quality Parameter Questionnaire administered to fish farmers
DOI: 10.6084/m9.figshare.14624406.v2
title: Timing of pubertal development and midlife blood pressure in men and women: A Mendelian randomization study (supplementary material)

description: Supplementary tables.
DOI: 10.17632/skbfyx4vgy
title: Glenn circulation causes early and progressive shunting in a surgical model of pulmonary arteriovenous malformations

description: Supplemental material
DOI: 10.17632/42xrp6hkd2
title: Alcohol Use, Difficulties in Emotion Regulation and Depression in Females of East Sikkim

description: This dataset contains the data of females of East Sikkim in the variables of Alcohol Use Disorders Identification Test, Difficulties in Emotion Regulation-Short Form and Beck Depression Inventory II.
DOI: 10.17632/8hv5d3sm2h
title: Analysis of adverse selection in the consumer debt market in Chile and counterfactual policy outcomes

description: These codes help to replicate the empirical analysis of the article “Adverse selection, loan access and default behavior in the Chilean consumer debt market”, Financial Innovation, 2022, forthcoming.

Why do households use different loan types? Which factors cause borrowers to default? Using a comprehensive survey dataset from Chile, I estimate a partial information model of consumer debt access, lender choice, loan amounts and default. The model consists of a first stage multinomial logit that explains the choice across 5 loan types, plus the options of no access to debt due to credit constraints and a no wish for consumer debt. At a second and third stages the model assumes a log-linear regression of the debt amount and a logit regression of the default behavior, accounting for the loan type selection probability. Identification is obtained by using factors measured at a different time periods for the default and the loan type choices.
DOI: 10.6084/m9.figshare.7524917.v3
title: Fitness App Users

description: fitness mobile app users
DOI: 10.17632/yzkvbxkp4y
title: Building Trust in a Digital Age: How Ethical AI Transforms Customer Experience and Brand Loyalty

description: Building Trust in a Digital Age: How Ethical AI Transforms Customer Experience and Brand Loyalty

The Research objects focus on the following construct :
1. Ethical AI
2. Customer Experience 
3. Brand Loyalty 

This study investigates the influence of Ethical Artificial Intelligence (Ethical AI) on Customer Experience and Brand Loyalty among e-commerce users in Indonesia. With the rapid integration of AI technologies into digital consumer platforms, ethical considerations have become increasingly relevant in shaping user trust and engagement. This research adopts a quantitative survey approach, targeting a population of approximately 65.65 million Indonesian e-commerce users. From this population, 402 respondents were selected, representing a diverse range of users across various platforms.
To analyze the data, the study employed Partial Least Squares Structural Equation Modeling (PLS-SEM), focusing on two primary phases: the measurement model and the structural model. The results reveal that Ethical AI significantly and positively impacts both Customer Experience and Brand Loyalty. Furthermore, Customer Experience also shows a substantial effect on Brand Loyalty, indicating its mediating potential in the relationship between Ethical AI and long-term customer commitment. These findings highlight the strategic importance of implementing ethical principles in AI systems as a means to enhance user experience and foster brand loyalty in the competitive e-commerce landscape.
DOI: 10.6084/m9.figshare.25601217.v3
title: Software_availability_of_ecological_niche_model

description: This document includes software and data availability of ecological niche model.
DOI: 10.17632/jv9fjpn9cg
title: Live imaging example data for "Live imaging and quantitation of nascent transcription using the MS2/MCP system in the Drosophila embryo" (STAR Protocols, 2021).

description: Imaris files containing time-lapse datasets with tracking analysis and spot identification as well as analysis files.
DOI: 10.17632/v9ykc6hjx4
title: Interpretation of acoustic emissions during injection-rate- and pressurization-rate-controlled laboratory hydraulic fracturing experiments in granite

description: Pressure and AE data files for multiple laboratory hydraulic fracturing tests performed under injection-rate and pressurization-rate control