cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/4vcb843t76.1
title: Test data set for the conveyor transport system

description: Using the PiKh–model [1], a test data set for training the neural network is formed. The data for training is presented in the file (raw_data_table.csv). The architecture of the neural network can be arbitrary and is set by the settings file (experiment_plan.json). To build the architecture of a neural network, it is necessary to determine the names of the input nodes, the names of the output nodes and set the parameters for hidden layers and the output layer. Each output layer is characterized by a name and parameters that determine the number of nodes, the type of activation function, the optimization algorithm, and the method for distributing errors between nodes. The settings file allows you to set the number of epochs during the training of the neural network, the interval between epochs when the learning results are saved (the interval of data recording on the hard disk), the error value (MSE), and the value of the task stop time for cooling the processor. The values of the output streams for the output sections m=7.8 are presented in the file (epoch0000212000.csv) under the column names (7.outputA), (8.outputA). The values (7.outputA), (8.outputA) are defined for each row of the test data set for training the neural network.
DOI: 10.4119/unibi/2941047
title: Arabidopsis thaliana Nd-1 Illumina short reads

description: This selection of Illumina short reads was derived from the sequencing of Arabidopsis thaliana Nd-1 [https://doi.org/10.1371/journal.pone.0164321](https://doi.org/10.1371/journal.pone.0164321). These reads form the basis for the assembly of a 3Mbp contig and were used in the Applied Genome Research course as previously described [https://doi.org/10.1515/jib-2019-0005](https://doi.org/10.1515/jib-2019-0005).
DOI: 10.17632/4vcb843t76.2
title: Test data set for the conveyor transport system

description: Using the PiKh–model [1], a test data set for training the neural network is formed. The data for training is presented in the file (raw_data_table.csv). The architecture of the neural network can be arbitrary and is set by the settings file (experiment_plan.json). To build the architecture of a neural network, it is necessary to determine the names of the input nodes, the names of the output nodes and set the parameters for hidden layers and the output layer. Each output layer is characterized by a name and parameters that determine the number of nodes, the type of activation function, the optimization algorithm, and the method for distributing errors between nodes. The settings file allows you to set the number of epochs during the training of the neural network, the interval between epochs when the learning results are saved (the interval of data recording on the hard disk), the error value (MSE), and the value of the task stop time for cooling the processor. The values of the output streams for the output sections m=7.8 are presented in the file (epoch0000212000.csv) under the column names (7.outputA), (8.outputA). The values (7.outputA), (8.outputA) are defined for each row of the test data set for training the neural network.
DOI: 10.17632/hj8dtjmz3h.2
title: Characterization of Electrospun Waste PET

description: PET NANOFIBERS FROM WASTE PLASTIC
DOI: 10.17632/hj8dtjmz3h.3
title: Characterization of Electrospun Waste PET

description: PET NANOFIBERS FROM WASTE PLASTIC
DOI: 10.21227/90cy-tb07
title: Dataset for

description: This dataset is in support of my new mathematical method submittedIEEE Transactions on Circuits and Systems I: Regular Papers
DOI: 10.17632/769zgnsm9w.1
title: Misperceptions of opposite-sex preferences for thinness and muscularity
DOI: 10.17632/c4gyz845yx.1
title: Uncal apex positions observed in public neuroimaging datasets

description: The current dataset consists of coordinate locations for the uncal apex, as observed within 1,092 different brain images (each containing two hippocampi, for 2,184 different coordinate locations) in the ADNI1, ADNI2, and CamCAN datasets. The coordinates were manually recorded by three raters, who in each case achieved a DICE inter-rater agreement coefficient 0.8 or greater with another rater before recording coordinates for purposes of the current dataset. The coordinates refer to locations in native coordinate space. The brain images referred to by the coordinates may be obtained separately from the owners of the above open data repositories. These data were originally used in the research article "Uncal apex position varies with normal aging" (Poppenk, 2020).
DOI: 10.17632/sgpcx6jcjt.1
title: How Visual Perspective Influences the Spatiotemporal Dynamics of Autobiographical Memory Retrieval

description: Behavioral output from subjective ratings and memory response times during fMRI task. Output from a spatiotemporal and hippocampal-seed PLS analysis.
DOI: 10.21227/x015-s220
title: Dataset: NV

description: This dataset is in support of my submittedIEEE Transactions on Circuits and Systems I: Regular Papers
DOI: 10.5281/zenodo.3661116
title: 3D CMT catalogue of moderate size offshore earthquakes along the Nankai Trough

description: 3D CMT inversion solutions of moderate-size earthquakes along the Nankai Trough, <strong>version 2.1</strong> In this version, full components of moment tensors (including an isotropic one) for analyzed earthquakes are listed. The previous version only included deviatoric components of the CMT solutions, although CMT inversions were conducted by using six-element moment tensors. We also revised CMT solutions of Mw 7.2 and Mw 7.5 occurred on 5 September 2004, southeast off the Kii Peninsula, Japan. Analyzed periods: <strong>April 2004 to August 2019</strong> The method and results are described in <strong>the submitted preprint</strong>. <strong>Included files</strong> YYYYMMDDHHMM_25-100s__CMT.dat<br> CMT solutions at all selected source grids for an earthquake that occurred at HH:MM on DDth MM YYYY (JST). Latitude, longitude, depth, VR [%], M<sub>rr</sub>, M<sub>tt</sub>, M<sub>ff</sub>, M<sub>rt</sub>, M<sub>rf</sub>, M<sub>tf</sub>, exponent (dyne-cm), Mo [Nm], strike1, dip1, rake1, strike2, dip2, rake2, Mw, index of source grid (internal parameter), and centroid time are listed. YYYYMMDDHHMM_25-100s__CMTparam.dat<br> Input directory (internal parameter), Green's function directory (internal parameter), the number of source grids, the number of used stations, station names used in CMT inversion, frequency range, initial epicenter and distance range are listed. catalog3DCMT_Takemura2019.csv <br> CSV format file of the 3D CMT catalog for earthquakes with Mw of 4.3-6.5 catalog3DCMT_Takemura2019_Mw7.2_7.5SEKii.csv<br> CSV format file of the 3D CMT catalog for the Mw 7.2 and 7.5 southeast off the Kii Peninsula earthquake occurred on 19:07 and 23:57 5th September 2004 (JST), respectively.
DOI: 10.7910/dvn/vgsxn7/5plswl
title: Patient Caretaker Follow-up Survey.xls

description: :unav
DOI: 10.7910/dvn/vgsxn7/8heiaw
title: Pharmacy and Drugshop Survey.pdf

description: :unav
DOI: 10.7910/dvn/vgsxn7/mywwf1
title: 1_DOVE_BDA_caregiver_pneumonia.do

description: :unav
DOI: 10.7910/dvn/vgsxn7/uugfid
title: Healthcare Facility Main Survey.pdf

description: :unav
DOI: 10.17632/rpzjym4pwy.1
title: Data for: Co-speech movement in conversational turn-taking

description: Accompanying data for article 'Co-speech movement in conversational turn-taking,' submitted to the journal Speech Communication
DOI: 10.7910/dvn/vgsxn7/kmr7ai
title: DOVE Bangladesh_Survey_Patient Caretaker Follow-up Survey_20170704_GB.docx

description: :unav
DOI: 10.7910/dvn/vgsxn7/lnr6h4
title: DOVE Bangladesh_Survey_Healthcare Facility Follow-Up Survey_20170704_GB.docx

description: :unav
DOI: 10.7910/dvn/vgsxn7/nsxgxp
title: Healthcare Facility Main Survey.xls

description: :unav
DOI: 10.7910/dvn/vgsxn7/rsf1p7
title: Patient Caretaker Exit Survey.xls

description: :unav
DOI: 10.7910/dvn/vgsxn7/t7e4lo
title: BDA_Societal_Pneumonia.tab

description: :unav
DOI: 10.7910/dvn/vgsxn7/tych7g
title: BDA_Facility_Pneumonia.tab

description: :unav
DOI: 10.17632/hnr6m2b66w.2
title: RNA Sequencing of MDMs

description: RNA-Sequencing of MDMs of patients with autoimmune disease
DOI: 10.7910/dvn/vgsxn7/4gyurm
title: Patient Caregiver Follow-up Survey.pdf

description: :unav
DOI: 10.7910/dvn/vgsxn7/9dkxvk
title: Pharmacy and Drug Shop Survey.xls

description: :unav
DOI: 10.7910/dvn/vgsxn7/bxvapo
title: Patient Caregiver Exit Survey.pdf

description: :unav
DOI: 10.7910/dvn/vgsxn7/c6qpnt
title: 2_DOVE_BDA_societal.do

description: :unav
DOI: 10.7910/dvn/vgsxn7/djbldr
title: Healthcare Facility Follow-up Survey.pdf

description: :unav
DOI: 10.7910/dvn/vgsxn7/q1dyb0
title: DOVE Bangladesh_Survey_Healthcare Facility Survey_20170704_GB.docx

description: :unav
DOI: 10.7910/dvn/vgsxn7/sguf8e
title: Healthcare Facility Follow-Up Survey.xls

description: :unav
DOI: 10.7910/dvn/vgsxn7/uri88y
title: DOVE Bangladesh_Survey_Pharmacy Survey_20170704_GB.docx

description: :unav
DOI: 10.7910/dvn/vgsxn7/yzhm6p
title: READ ME.txt

description: :unav
DOI: 10.17632/hnr6m2b66w.1
title: RNA Sequencing of MDMs

description: RNA-Sequencing of MDMs of patients with autoimmune disease
DOI: 10.7910/dvn/vgsxn7
title: Cost of pneumonia in children under 5 in Bangladesh (2017-18)

description: Data files, program files and codebooks for the cost of pneumonia from the caregiver, facility and societal perspectives. DOVE cost of illness study in Bangladesh.
DOI: 10.7910/dvn/vgsxn7/1arvop
title: DOVE Bangladesh_Survey_Patient Caretaker Exit Survey_20170704_GB.docx

description: :unav
DOI: 10.7910/dvn/vgsxn7/hdkah2
title: 1_DOVE_BDA_facility_pneumonia.do

description: :unav
DOI: 10.7910/dvn/vgsxn7/uoh0qv
title: BDA_Caregiver_Pneumonia.tab

description: :unav
DOI: 10.17632/4wg5crstkm.1
title: Tidally heated convection and the occurrence of melting in icy satellites: application to Europa

description: The GMT file and all the data files are available in each archive. The figure can therefore be easily reproduced.
DOI: 10.17632/9fznjcx6p9.1
title: THE EFFECT OF INNOVATION SUBSIDIES ON REGIONAL TRANSFORMATION: TAKING THE ECONOMIC TEXTURE INTO ACCOUNT

description: These data are original data for threshold regression. The data includes independent variables, dependent variables, threshold variables, and control variables. The names of each variable can correspond to the original manuscript.
DOI: 10.4119/unibi/2941043
title: Next generation sequencing to investigate genomic diversity in Caryophyllales - Macarthuria australis

description: Caryophyllales are a highly diverse and large order of plants with a global distribution. While some species are important crops like Beta vulgaris, many others can survive under extreme conditions. This order is well known for the complex pigment evolution, because the pigments anthocyanins and betalains occur with mutual exclusion in species of the Caryophyllales. Here we report about genome assemblies of Kewa caespitosa (Kewaceae), Macarthuria australis (Macarthuriaceae), and Pharnaceum exiguum (Molluginaceae) which are representing different taxonomic groups in the Caryophyllales. The availability of these assemblies enhances molecular investigation of these species e.g. with respect to certain genes of interest.
DOI: 10.5281/zenodo.3661234
title: Inventory of GNSS-R stations, with focus on ocean as target and SNR as observable

description: We have selected studies based on the use of SNR observations collected using commercially available GNSS receiving units or modules. We have excluded theoretical studies, experimental studies requiring observables other than SNR (e.g., carrier-phase or pseudorange), or results available only in theses/dissertations. Results from the application of SNR-based GNSS-R altimetry to sensing targets other than the sea, such as snow depth, were also excluded. Please note there are four sheets included in the spreadsheet file.
description: We acknowledge funding from CNPq (Conselho Nacional de Desenvolvimento Científico e Tecnológico; 457530/2014-6, 433099/2018-6) and Fapergs (Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; 26228.414.42497.26062017).
DOI: 10.17632/s2z77bjffz.2
title: Matlab code and raw data for 'Estimation of fill factor for earth-moving machines from 3D point clouds'

description: Matlab code to implement the fill factor estimation including raw data
DOI: 10.17632/txy7rcwzbd.1
title: Research dataset in the article social curiosity and death anxiety

description: Data and analysis in SPSS conducted in Study 1 and Study 2
DOI: 10.17632/txy7rcwzbd.2
title: Dataset in the article social curiosity and death anxiety

description: Data and analysis in SPSS conducted in Study 1 and Study 2
DOI: 10.17632/txy7rcwzbd.3
title: Dataset in the article social curiosity and death anxiety

description: Data and analysis in SPSS conducted in Study 1 and Study 2
DOI: 10.17632/txy7rcwzbd.4
title: Dataset in the article social curiosity and death anxiety

description: Data and analysis in SPSS conducted in Study 1 and Study 2
DOI: 10.4119/unibi/2941045
title: Next generation sequencing to investigate genomic diversity in Caryophyllales - Pharnaceum exiguum

description: Caryophyllales are a highly diverse and large order of plants with a global distribution. While some species are important crops like Beta vulgaris, many others can survive under extreme conditions. This order is well known for the complex pigment evolution, because the pigments anthocyanins and betalains occur with mutual exclusion in species of the Caryophyllales. Here we report about genome assemblies of Kewa caespitosa (Kewaceae), Macarthuria australis (Macarthuriaceae), and Pharnaceum exiguum (Molluginaceae) which are representing different taxonomic groups in the Caryophyllales. The availability of these assemblies enhances molecular investigation of these species e.g. with respect to certain genes of interest.
DOI: 10.17632/db8tg8gk9b.4
title: Spiritual Leadership Data set

description: Spiritual leadership data set in higher education
DOI: 10.17632/f3g6ythk5h.4
title: Processes optimization factors and human capital factors as means of value creation in organizations

description: These data are from a MSc survey research and represent the valuation of 19 variables aimed to depict both process optimization factors and human capital factors as means of value creation in organizations.
DOI: 10.17632/s2z77bjffz.3
title: Matlab code and raw data for 'Estimation of fill factor for earth-moving machines from 3D point clouds'

description: Matlab code to implement the fill factor estimation including raw data
DOI: 10.17632/y56xsrrrp8.1
title: Large DNA Methylation Nadirs Anchor Chromatin Loops Maintaining Hematopoietic Stem Cell Identity

description: -The co-immunostaining of NUP98 and H3K27me3 in CD34+ cells treated with DMSO and EPZ6438 (0.5μM). H3K27me3 is stained with Alexa 594 secondary antibody. After EPZ6438 (0.5μM), we can see a significant reduction in the H3K27me3 levels. -FISH imaging of canyon loci in CD34+ cells
DOI: 10.17632/cgmm55csrd.1
title: Supplementary Information

description: Data contains the supplementary Information for the manuscript Titled "Overlapping surface faulting of the 1697 and the 1950 great earthquakes along the eastern Himalayan Frontal Thrust".
DOI: 10.17632/dgyhpm7h2k.1
title: Step Width System Capture

description: Files for Hardware design for build a Step Width System Capture
DOI: 10.17632/k3vjmz4vxd.1
title: S.Lee_Feb20
DOI: 10.4119/unibi/2941041
title: Next generation sequencing to investigate genomic diversity in Caryophyllales - Kewa caespitosa

description: Caryophyllales are a highly diverse and large order of plants with a global distribution. While some species are important crops like Beta vulgaris, many others can survive under extreme conditions. This order is well known for the complex pigment evolution, because the pigments anthocyanins and betalains occur with mutual exclusion in species of the Caryophyllales. Here we report about genome assemblies of Kewa caespitosa (Kewaceae), Macarthuria australis (Macarthuriaceae), and Pharnaceum exiguum (Molluginaceae) which are representing different taxonomic groups in the Caryophyllales. The availability of these assemblies enhances molecular investigation of these species e.g. with respect to certain genes of interest.
DOI: 10.17632/8fx338kkvk.1
title: Prevalence of hypertension and utility of resting pulse rate in defining hypertension among secondary school adolescents

description: Stata dataset
DOI: 10.17632/g3vzdwhs8p.1
title: Oryx leucoryx morphometrics: a drone perspective.
DOI: 10.17632/jtz5drdykj.1
title: Phonetic features of sound-copying words based on archival materials
DOI: 10.17632/6v7jnrcdpp.1
title: Population Equivalent, background data and results

description: INTRODUCTION This excel files contains information and guidelines for the accounting of Population Equivalent, including collected and processed data. Information and data are calculated and accounted for the city of Leuven (Belgium), reference year 2016. Extensive information and full details about the present study are provided in "Towards a sustainable transition of cities: the Population Equivalent as a novel approach to implement urban Life Cycle Assessment studies", submitted to Science of the Total Environment (February 2020). GOAL OF THE STUDY Cities are very complex and unique systems, very diverse in terms of functions, and contexts, that provide a large range of services. not only for its inhabitants but also for additional groups of people. For these reasons, comparisons between cities can be difficult to perform and sometimes meaningless. The goal of the present study is to provide an enhanced functional unit (FU) to support LCA and urban sustainability studies. The enhanched FU takes into account not only the urban population as sum of its residents, but accounts also for the relative use of the existing services provided by the city to a larger audiance of city-users. These city-users are acknowledged based on previous researches about the functional categorization of cities, which each function comes with specific groups of city-users. This FU is based on the concept of Population Equivalent, popular in other domains of environmental engineering. Since the concept is able to summarize and normalize different entities to one single metric, it could be useful for: i) supporting the multi-functionality inherent to cities; ii) overcoming current limitations provided by other FUs; iii) overcoming comparability issues between cities.
DOI: 10.17632/kxcb3tnr3t.1
title: Synthetic and Real Key-Value Data Sets

description: We present key-value data sets where each data set is composed of various data types. We present eight datasets including synthetic and real data sets for storing them in the key-value stores such as LevelDB of Google, RocksDB of Facebook, and Berkeley DB of Oracle. The key-value stores have a strength that can deal with various data types by assigning data of an arbitrary type as the value and the unique ID as the key. When we construct key-value data sets, we focus on various data types (i.e., variety) in real data sets and various sizes (i.e., volume) in synthetic data sets. We generate four synthetic data sets according to the various size of data set: (1) KVData1, (2) KVData2, (3) KVData3, and (4) KVData4. The total number of objects are varied from 10K to 10M. For each key-value pair, we generate a random string with a variable length and a unique ID for a key. For real datasets, we crawled user tweets and relevant information from Twitter using Tweepy library (https://www.tweepy.org/) and each data set consists of various data types: 1) Geo-location, 2) hashtag, 3) Tweets, and 4) the number of followers. That is, all the data sets are designed to have different data types such as geo-locations, texts, and integers. Table 2 shows the characteristics of the real data sets. We crawled four kinds of real data sets: (1) ID-Geo, consisting of the tweet ID and the location information of the tweet, (2) ID-Hashtag, consisting of the tweet ID and the hashtags in the tweet, (3) ID-Tweet data set, consisting of the tweet ID and the tweet text, and (4) User-Followers, consisting of the user ID and the number of followers of the user.
DOI: 10.17632/2vngjjttww.1
title: functional data

description: Functional data analysis (FDA) is a branch of statistics that analyzes data providing information about curves, surfaces or anything else varying over a continuum. In its most general form, under an FDA framework each sample element is considered to be a function. The physical continuum over which these functions are defined is often time, but may also be spatial location, wavelength, probability, etc.
DOI: 10.17632/mgd4h2vnzd.3
title: Dataset on business managers' perceptions of cloud computing adoption

description: This is analytical proofs and raw data for research article, “The Role of Dependability in Adopting Cloud Computing: Focus on Similarities and Differences by IT Intensity and Service Type”. The original study explored the role of a multi-faceted dependability in cloud computing adoption, focusing on clarifying the similarities and differences by IT intensity (by industry) and service type. This article is consists of analytical proofs, measurement items, analytic tables, and raw data. Files included are as follows. ○ File 1 - Title: Details of prior studies on cloud computing adoption - Description: This file presents a review of seventy-nine studies (2009 to 2019) that focused on the adoption of cloud computing adoption at both individual and organizational level. ○ File 2 - Title: Measurement items - Description: This file reports details of the measurement items used in the original research article. ○ File 3 - Title: Samples profiles - Description: This file shows the demographic profiles of the samples. ○ File 4 - Title: Results of measurement invariance test - Description: This file shows the results of measurement invariance test. ○ File 5 - Title: Results of multicollinearity - Description: This file shows the results of variance inflation factor (VIF). ○ File 6 - Title: Hypothesis test results (table format) - Description: This file shows the results of hypothesis test on both full data set and subgroups. ○ File 7 - Title: results of mediation test for full data set - Description: This file shows the results of hypothesis test on both full data set and subgroups. ○ File 8 - Title: results of mediation test for IT intensity by industry - Description: This file shows the results of hypothesis test on IT intensity by industry ○ File 9 - Title: results of mediation test for for service type - Description: This file shows the results of hypothesis test on on service type ○ File 10 - Title: Hypothesis test results - Description: This file shows the results of hypothesis test on both full data set and subgroups. This file contains raw data for the original study: 260 samples were used for its analysis. This data were collected from a specific user level (i.e., business managers) in an organization. ○ File 6 - Title: raw data for empirical analytics - Description: This file contains raw data for the original study: 260 samples were used for its analysis. This data were collected from a specific user level (i.e., business managers) in an organization.