cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/vb5xdxvvdh.1
title: Modeling of fibrotic lung disease using 3D organoids derived from human pluripotent stem cells

description: For RNAscope in situ hybridization, 8-µm FFPE tissue sections from HPS and IPF patients were incubated with probes specific for IL11 (ACD, 425281), SFPTC (ACD, 452561-C2), and EpCAM (ACD, 310281-C3) after proper treatment of the slides with H2O2, target retrieval, and protease digestion according to manufacture’s instructions of the RNAscope Multiplex Fluorescent Reagent Kit v2 (ACD, 323100). Opal Multiplex IHC Kit (PerkinElmer, NEL811001KT) was used to develop RNA signals, using Opal 520 for IL11, Opal 570 for SFPTC, and Opal 690 for EpCAM, respectively. After counter staining with DAPI, the slides were imaged using the Vectra 3 automated multispectral microscope (PerkinElmer) and the Phenochart 1.0 software (PerkinElmer) at the Human Immune Monitoring Core (HIMC) of Columbia University Irving Medical Center (RRID:SCR_016740). Images were then processed and analyzed in the inForm 2.4.2 software (PerkinElmer) for quantification of signal levels of each target and their location and co-location in the tissue. Hematoxylin and eosin stains of corresponding tissue area provided (scale bars 100 μm).
DOI: 10.25919/5cc7cb7e02a48
title: Parkes observations for project P892 semester 2019APRS_01

description: SUPERBx looks at the highest Galactic latitudes in a search for pulsars and fast radio bursts (FRBs). We use optimised GPU codes and supercomputing to search for these, making discoveries in real time. Handling our data as it comes in is essential for the SKA Phase I era so this work applies directly to the high-data rates of next generation telescopes. Our pulsar discoveries are typically nearby scintillating sources, intermittent sources and those in interesting binary systems. Our FRB discoveries have discovery lags of ~1 second, rather than months/years and these feed rapid alerts to the world-wide follow-up community via a dedicated VOEvent format an Astronomer's Telegrams. The goal of this is to allow localisation of the discovered FRBs. This is key for identifying FRB host galaxies, so as to solve the mystery of their progenitors and to exploit their many uses as tools for precision cosmology measurements.
DOI: 10.5281/zenodo.2653465
title: Indoor Object Detection Dataset

description: We introduce a new fully labeled object detection dataset collected from indoor scenes. This indoor dataset consists of 2213 image frames containing seven classes. In contrast to existing indoor datasets, our dataset includes a variety of background, lighting conditions, occlusion and high inter-class differences.<br>
For detail information, please refer to our paper: 10.1109/EUVIP.2018.8611732
description: If you use this dataset in your research, please cite our paper :
10.1109/EUVIP.2018.8611732
DOI: 10.17632/4ywc84t5gx.1
title: Automatic crack detection and classification by exploiting statistical event descriptors for Deep Learning - Appendix. A - Supplementary Data

description: %% Title: %% Automatic crack detection and classification by exploiting statistical event descriptors for Deep Learning %% Authors: %% Giulio Siracusano, Aurelio La Corte, Riccardo Tomasello, Francesco Lamonaca, %% Carmelo Scuro, Francesca Garescì, Mario Carpentieri and Giovanni Finocchio %% email: giuliosiracusano@unict.it %% Description %% Zip Archive is composed of 3 files: 1. Training_dataset_15000AE_1000_samples.mat 2. Testing_dataset_1650AE_1000_samples.mat 3. README.txt (this file) %% Legend % Training Dataset (Matlab Format) % Training_dataset_15000AE_1000_samples.mat XTrain is in the format of 15000x1000 samples there are 15000 events (5000 are tensile, 5000 shear and 5000 mixed-events) each acoustic event is composed of 1000 time samples YTrain is the categorical array in the format of 15000x1 AE events are classified according to the following type: '1' = Tensile Mode '2' = Shear Mode '3' = Mixed-Mode freq is the vector of frequencies related to the given sampling frequency. It is composed of 501 elem(s) time is the time vector (sampling frequency has been reduced to 500kHz to save space). It is composed of 1000 elem(s) % Testing Dataset (Matlab Format) % Testing_dataset_1650AE_1000_samples.mat XTest is in the format of 1650x1000 samples there are 1650 total events for testing (550 are tensile, 550 shear and 550 mixed-events) each acoustic event is composed of 1000 time samples YTest is the categorical array in the format of 1650x1 AE events are classified according to the following type: '1' = Tensile Mode '2' = Shear Mode '3' = Mixed-Mode freq is the vector of frequencies related to the given sampling frequency. It is composed of 501 elem(s) time is the time vector (sampling frequency has been reduced to 500kHz to save space). It is composed of 1000 elem(s) % Last Revision % 27-Apr-2019
DOI: 10.17632/4ywc84t5gx.2
title: Automatic crack detection and classification by exploiting statistical event descriptors for Deep Learning - Appendix. A - Supplementary Data

description: %% Title: %% Automatic crack detection and classification by exploiting statistical event descriptors for Deep Learning %% Authors: %% Giulio Siracusano, Aurelio La Corte, Riccardo Tomasello, Francesco Lamonaca, %% Carmelo Scuro, Francesca Garescì, Mario Carpentieri and Giovanni Finocchio %% email: giuliosiracusano@unict.it %% Description %% Zip Archive is composed of 3 files: 1. Training_dataset_15000AE_1000_samples.mat 2. Testing_dataset_1650AE_1000_samples.mat 3. README.txt (this file) %% Legend % Training Dataset (Matlab Format) % Training_dataset_15000AE_1000_samples.mat XTrain is in the format of 15000x1000 samples there are 15000 events (5000 are tensile, 5000 shear and 5000 mixed-events) each acoustic event is composed of 1000 time samples YTrain is the categorical array in the format of 15000x1 AE events are classified according to the following type: '1' = Tensile Mode '2' = Shear Mode '3' = Mixed-Mode freq is the vector of frequencies related to the given sampling frequency. It is composed of 501 elem(s) time is the time vector (sampling frequency has been reduced to 500kHz to save space). It is composed of 1000 elem(s) % Testing Dataset (Matlab Format) % Testing_dataset_1650AE_1000_samples.mat XTest is in the format of 1650x1000 samples there are 1650 total events for testing (550 are tensile, 550 shear and 550 mixed-events) each acoustic event is composed of 1000 time samples YTest is the categorical array in the format of 1650x1 AE events are classified according to the following type: '1' = Tensile Mode '2' = Shear Mode '3' = Mixed-Mode freq is the vector of frequencies related to the given sampling frequency. It is composed of 501 elem(s) time is the time vector (sampling frequency has been reduced to 500kHz to save space). It is composed of 1000 elem(s) % Last Revision % 27-Apr-2019
DOI: 10.17632/7c48npgyr8.3
title: Sep17: Similarity of bound and cognate ligands in PDB enzyme structures

description: All PDB files in the SIFTS download dated 2017/09/23 with an EC reference were linked to related KEGG reactions, and the similarity of bound ligands to either KEGG reactants or products was calculated using the PARITY method. Rank ordered lists of PDB matches were then generated in terms of similarity of bound ligands to cognate.
DOI: 10.17632/7wby5jtxdm.1
title: decent work and employees' innovative behaviour

description: This data set contains 529 supervisor-employee dyads collected from XL, a large state holding company group with over 20 independent business units. The data is used to test the effects of Decent Work (DW) on Employees' Innovative Behaviour (EIB) through multiple mediation of Job Self-Efficacy (JSE), Creative Self-Efficacy (CSE), Intrinsic Motivation (IM), and Work Engagement (WE). SEM analysis tested that DW promotes EIB through two paths: the "expertise & self-efficacy" path and the "intrinsic motivation & engagement path". Along the former path, DW promotes EIB via the serial complete mediation of JSE and CSE, with education (EDU) and company tenure (TENURE) conducive to the mediators. Along the latter path, decent work promotes EIB via the serial partial mediation of IM and WE. The uploaded data set contains demographic data of the correspondents, value of each manifest items of the variable measures, and processed (e.g. by summation or average) value of variable measures. Following Farmer, Tierney, and Kung-Mcintyre (2003, p. 623), we created three manifest indicators for each latent variable by randomly assigning items to composites to reduce the parameters assessed, thus improving the ratio between sample size and estimator, except that creative personality (CP) was indicated by a composite manifest index. Thus, for the rearranged manifest items, the letter "r" was added to the end of its variable name. In other words, items ended with "r" are inputs of SEM analysis. Along with the original dataset, we've also uploaded the data coding and major AMOS outputs of the SEM analysis.
DOI: 10.17632/rxrsx28v9v.2
title: Data from: Dynamic Associations Between GDP and Crude Oil Prices in Brazil: Structural Shifts and Nonlinear Causality

description: Underlying data (raw, transformed and processed time series) and metadata related to the manuscript: Dynamic Associations Between GDP and Crude Oil Prices in Brazil: Structural Shifts and Nonlinear Causality (updated after 1st review in April 2019). Please refer to the uploaded .pdf document for the full description and detailed steps to reproduce: We cannot present them in this field due to the limit on the number of characters.
DOI: 10.17632/vwtfrrtjym.1
title: Online Supplementary Material for: Clements JC, Comeau LA. 2018. Behavioural defenses of shellfish prey under ocean acidification.

description: Annotated R-script, all raw data files, and a complete dataset accompanying the following article: Clements JC, Comeau LA. 2018. Behavioural defenses of shellfish prey under ocean acidification. Journal of Shellfish Research. (Under Review). All results and methods can be obtained from the manuscript itself.
DOI: 10.25919/5cc7cd7c07b1b
title: Parkes observations for project P958 semester 2019APRS_14

description: Fast radio bursts (FRBs) continue to raise more questions than they answer. Until a few months ago, only one burst – the only one known to repeat -  had been localized to a bright radio nebula (either a young supernova remnant or pulsar wind nebulae) in a distant dwarf galaxy.   
Over the last year searches with the Australian Square Kilometre Array Pathfinder (ASKAP) have detected 28 bursts, two of which have been localised to host galaxies at redshifts &gt; 0.3. These bursts and their hosts are very unlike the repeater, suggesting there may be a dichotomy in the population.  Over the next six months we expect to detect another 12 FRBs, which will also have sub-arcsecond localisations.   Here we propose to search this population for repeats.  Our comprehensive sample and a dense monitoring campaign of well localised bursts, at a fluence limit more than 60 times lower than that of their detections, will either confirm the presence of additional repeating FRBs or the uniqueness of FRB 121102 amongst the population.
DOI: 10.7910/dvn/qxvyzw/uehe9v
title: Replication Data_Dowd et al_2020_Comparing New and Old Media for Violence Monitoring.xlsx

description: :unav
DOI: 10.17632/5tpm6rwbfw.1
title: Vicarious learning in the translation classroom: How can it influence students' self-efficacy beliefs? (English Studies at NBU)

description: This action research study aims to analyse the ways in which vicarious learning, one of the sources of self-efficacy beliefs according to Social Cognitive Theory, can materialise in the translation classroom. To achieve this aim, a mixed methodological approach was adopted based on the following techniques: the interview, the survey, classroom observation and focus groups. Results show that vicarious learning took place in the translation classroom where this study was performed both through the students’ comparison with professional translators and between peers. More particularly, a collaborative learning environment and practices such as the presentation of translation projects by the students, role-play or discovering the careers of previous graduates favoured vicarious learning and thus positively influenced the participant students’ self-efficacy beliefs, according to their perception. The results obtained contribute to shedding light on some ways to incorporate students’ self-efficacy beliefs in translator education, satisfying the need underlined by several authors.
DOI: 10.17632/pr9wds36xf.1
title: Dataset for the article: In silico design of peptides as potential ligands to resistin

description: In silico design of peptides to target resistin algorithm Binding free energy (peptide-protein) script We have been able to design a great set of peptides with high scoring binding energy to resistin. Further, two peptides were chosen, to perform a more rigorous calculation of binding free energy based on the Alchemical Absolute Binding Free Energy method. We were able to establish a methodological route for the development of strong candidates for the design of ligands to resistin.
DOI: 10.17632/r79vg2ctr2.1
title: Data for: Microarray data on the comparison of transcript expression between normal and Pt-Delta RNAi embryos in the common house spider Parasteatoda tepidariorum
DOI: 10.5066/p9nrgyj3
title: Tri-Decadal Global Landsat Orthorectified Mosaics - ETM+ Pan-sharpened

description: Tri-Decadal Global Landsat Orthorectified mosaic data collections are derived from a global set of high-quality, relatively cloud-free orthorectified ETM+ Pan-sharpened imagery from Landsat 7.
DOI: 10.17034/e4555441-c791-4a3b-b334-210344b827db
title: Structured Light Plethysmography in Neuromuscular disorders project

description: Spreadsheet 1:Dataset of SLP measured FVC compared with Spirometer measures FVC in volunteers and in children with neuromuscular disorders Spreadsheet 2: Dataset of SLP measures of right v left sided chest wall movement and chest versus abdominal contribution to respiration
DOI: 10.17632/f5gnmgnh65.1
title: RNAseq data in Human gingival tissue-derived MSC suppress osteoclastogenesis and bone erosion via CD39-adenosine signal pathway in autoimmune arthritis

description: RNAseq data between Human Fibroblast and GMSC
DOI: 10.17632/w9bytmcp6v.2
title: Chemical and geotechnical properties of solidified/stabilized MSWI fly ash disposed at a landfill in China

description: This data sets include the test results of specific gravity, particle size distribution, moisture retention capacity (MRC), saturated hydraulic conductivity, compression property, and shear strength of the MSWI fly ash samples with fill ages of 0, 1, 3, 6 and 11 months, and also the cone penetration tests (CPTs) data from the lanfill site.
DOI: 10.14455/nrct.img.2019.381
title: การสร้างสรรค์งานจิตรกรรมไทยประเพณี: กัลปพฤกษ์ ต้นไม้แห่งความสมปรารถนา
DOI: 10.17632/47c9kmshs7.2
title: Electronic Appendix - Autonomous Navigation of Unknown Pipe Networks

description: 9.1 Video: Contains an edited video of the NIVALIS I prototype robot navigating in horizontal and vertical 150 mm pipes and navigating through an elbow with manual control. 9.2 Video: Contains an edited video of the FURO I prototype robot navigating through an elbow with manual control. 9.3 Video: Contains an edited video of the FURO II prototype robot navigating through an elbow with the autonomous elbow controller running.
DOI: 10.17632/mnjkhzr6sx.2
title: Atmospheric alteration of a mix-alkali lime silicate glass

description: Here are the EDX analyses and spectroscopic data (NMR and Raman) of the hydrated layer produced in atmospheric conditions (relative humidity, RH = 85%) at 40°C, related to the article "Temperature dependency of the atmosoheric alteration of a mix-alkali lime silicate glass".
DOI: 10.17632/mnjkhzr6sx.3
title: Atmospheric alteration of a mix-alkali lime silicate glass

description: Here are the EDX analyses and spectroscopic data (NMR and Raman) of the hydrated layer produced in atmospheric conditions (relative humidity, RH = 85%) at 40°C, related to the article "Temperature dependency of the atmosoheric alteration of a mix-alkali lime silicate glass".
DOI: 10.17632/mnjkhzr6sx.4
title: Atmospheric alteration of a mix-alkali lime silicate glass

description: Here are the EDX analyses and spectroscopic data (NMR and Raman) of the hydrated layer produced in atmospheric conditions (relative humidity, RH = 85%) at 40°C, related to the article "Temperature dependency of the atmosoheric alteration of a mix-alkali lime silicate glass".
DOI: 10.17632/vmb6zb2827.1
title: Data set for the Orienteering Problem with Synchronization

description: Data set for the Orienteering Problem with Synchronization (OPS). This document contains four classes of benchmark instances for the OPS, the C++ code used to their generation, and a description of the file format.
DOI: 10.5066/p94v1kv7
title: Tri-Decadal Global Landsat Orthorectified Single Scenes - MSS

description: Tri-Decadal Global Landsat Orthorectified single scene data collection consisting of a global set of high-quality, relatively cloud-free orthorectified MSS Landsat 1-5.
DOI: 10.5523/bris.ok0gh719ty9z2qrgbxpusb6fe
title: Bristol 1470-71: Particulars of Account of Daniel Sheldon, controller, 4 November 1470 to 29 March 1471

description: Digitised Customs Account records relating to the Port of Bristol from Nov 1470 - March 1471
DOI: 10.14455/nrct.img.2019.390
title: การศึกษาภูมิปัญญางานดอกไม้สดและใบตองประณีตศิลป์ เพื่อใช้ในการออกแบบลวดลายและเครื่องประกอบการแต่งกายสตรี
DOI: 10.14455/nrct.img.2019.391
title: องค์ประกอบทางเคมีและการเติบโตของปลานิลที่เลี้ยงด้วยอาหารผสมสาหร่ายสีเขียว Cladophora glomerata
DOI: 10.17632/7h2jfpvspj.1
title: Attitudes towards plagiarism in academia - questionnaire data

description: The dataset comprises the results of a questionnaire study probing into the attitudes towards plagiarism in academia as it details the results of a questionnaire study within the larger framework of a joint Bulgarian-German research project on plagiarism in academia. The questionnaire focused on investigating the scope of the notion of plagiarism as Bulgarian academics understand it and second, looking into the availability of a system of support to prevent transgressors and/or sanctions for transgressing academics across Bulgarian universities. The results of the questionnaire suggest that while there appears to be a consensus among Bulgarian academics about the different facets that make up the notion of plagiarism, the reported attitudes towards plagiarism practices vary greatly, reflecting a non-uniform perception of what constitutes an offense. It also shows a deep dissatisfaction with existing anti-plagiarism regulatory systems in Bulgarian scientific institutions. The results are to appear in English Studies at NBU, for which a link will be provided in due time.
DOI: 10.17632/bv8p7nfb27.1
title: dataset of soda pans

description: diatoms and background variables
DOI: 10.17632/mnjkhzr6sx.1
title: Atmospheric alteration of a mix-alkali lime silicate glass

description: Here are the EDX analyses and spectroscopic data (NMR and Raman) of the hydrated layer produced in atmospheric conditions (relative humidity, RH = 85%) at 40°C, related to the article "Temperature dependency of the atmosoheric alteration of a mix-alkali lime silicate glass".
DOI: 10.17632/pcszdmtf63.1
title: Data base of study barriers

description: Data base of study
DOI: 10.17632/pcszdmtf63.2
title: Data base of study barriers

description: Data base of study
DOI: 10.14455/nrct.img.2019.372
title: ผลของแป้งดัดแปรต่อคุณภาพของทอดมันปลาตะเพียนแช่เยือกแข็ง (Effect of modified starch on quality of frozen Barbonymus gonionotus paste)
DOI: 10.14455/nrct.img.2019.373
title: การเลือกฝูงในปลาตะเพียนขาว (Barbonymus gonionotus)
DOI: 10.17632/rknrrz5d25.1
title: Crowding in tourism_2019

description: This database is created to test a structural equation model of crowding related variables. Results showed that the dimensions social stimulation, privacy level, behavioral constraints, and social setting characteristics compose the evaluation of the impact that explains the overall assessment of crowding.
DOI: 10.17632/7crc2k35xv.1
title: Data for: Asymmetry of affect in verbal irony understanding: What about the N400 and P600 components?
DOI: 10.17632/wxx2mf6n5n.1
title: Stochastic rounding and reduced-precision fixed-point arithmetic for solving neural ODEs

description: Data for the publication titled "Stochastic rounding and reduced-precision fixed-point arithmetic for solving neural ODEs" submitted to the Philosophical Transactions of Royal Society A. spike_timings.xlsx contains spike times from various experiments in the paper and the code to produce them on SpiNNaker board is in the source.tar.gz file. HOW_TO_USE_TESTBENCH.txt inside source.tar.gz contains some guidance on how to set-up the SpiNNaker toolchain and how to configure and compile the main application.
DOI: 10.5066/p9i149ma
title: Tri-Decadal Global Landsat Orthorectified Single Scenes - TM

description: Tri-Decadal Global Landsat Orthorectified single scene data collection consisting of a global set of high-quality, relatively cloud-free orthorectified TM Landsat 4-5.
DOI: 10.17632/ccrp2pyyyj.1
title: cuPentBatch -- A batched pentadiagonal solver for NVIDIA GPUs

description: We introduce cuPentBatch – our own pentadiagonal solver for NVIDIA GPUs. The development of cuPentBatch has been motivated by applications involving numerical solutions of parabolic partial differential equations, which we describe. Our solver is written with batch processing in mind (as necessitated by parameter studies of various physical models). In particular, our solver is directed at those problems where only the right-hand side of the matrix changes as the batch solutions are generated. As such, we demonstrate that cuPentBatch outperforms the NVIDIA standard pentadiagonal batch solver gpsvInterleavedBatch for the class of physically-relevant computational problems encountered herein.
DOI: 10.17632/mfxsg2d5x5.1
title: ProIO: An event-based I/O stream format for protobuf messages

description: ProIO is a new event-oriented streaming data format which utilizes Google’s Protocol Buffers (protobuf) to be flexible and highly language-neutral. The ProIO concept is described here along with its software implementations. The performance of the ProIO concept for a dataset with Monte-Carlo event records used in high-energy physics was benchmarked and compared/contrasted with ROOT I/O. Various combinations of general-purpose compression and variable-length integer encoding available in protobuf were used to investigate the relationship between I/O performance and size-on-disk in a few key scenarios.
DOI: 10.17632/nk9xkdbkc7.1
title: Size, spatial and household distribution, and rabies vaccination coverage of the Brazilian owned-dog population

description: R script to fetch data and reproduce all results of the manuscript "Size, spatial and household distribution, and rabies vaccination coverage of the Brazilian owned-dog population".
DOI: 10.17632/xs929x45dr.1
title: Computer simulation of the cluster structure of an oxygen-octahedral lithium niobate crystal

description: We have performed a computer simulation of processes taking place at formation of energetic equilibrium oxygen-octahedral clusters in a ferroelectric phase of a stoichiometric lithium niobate crystal (LN, LiNbO3). In order to do so we used a semiclassical atomistic model with a qualitative approach. For the first time we have modeled lithium niobate structure on the basis of oxygen octahedra, while unit cell are usually used. We have established that there is an energy efficient cluster size with a specific structure that approaches a congruent LN structure. We have also proved that stoichiometric composition of LN leads to loss of electrical neutrality; thus achievement of demanded properties including photorefractive ones is possible by doping. We have chosen an ion with a charge 3+ to build a model.