cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/vbj5jrhz73.1
title: G2 Instances for the Prize-Collecting Generalized MST Problem

description: New instances for the Prize-Collecting Generalized Minimum Spanning Tree Problem. Instruction to read the GTP file in Marzo and Ribeiro (2019): https://data.mendeley.com/datasets/vftc7kg6ty/2 Reference: ----------- Marzo, R.G., Ribeiro, C.C., 2020. A GRASP with path-relinking and restarts heuristic for the prize-collecting generalized minimum spanning tree problem. International Transactions in Operational Research 27, 3, 1419–1446.
DOI: 10.17632/s5twjrhg7n.2
title: Characteristics of soils and coffee beans from the State of Chiapas, México

description: The data set summarises the information of 139 soil samples in 25 variables. Soil samples were taken from the same number of coffee plantations. From each coffee plantation a cherry-coffee sample of 12 kg was harvested and processed in situ. Coffee samples were evaluated and their composition is described by 16 variables.
DOI: 10.17632/9hjtpksb9v.2
title: Quantitative comparison of three main metabolites in leaves of coffea accessions
DOI: 10.21227/kzgp-7t84
title: WUSTL-IIOT-2018

description: Presented here is a dataset used for our SCADA cybersecurity research. The dataset was built using our SCADA system testbed described in [1]. The purpose of our testbed was to emulate real-world industrial systems closely. It allowed us to carry out realistic cyber-attacks.
DOI: 10.21227/t67d-8m15
title: WUSTL-IIOT-2018

description: Presented here is a dataset used for our SCADA cybersecurity research. The dataset was built using our SCADA system testbed described in [1]. The purpose of our testbed was to emulate real-world industrial systems closely. It allowed us to carry out realistic cyber-attacks.
DOI: 10.21227/hsmh-2a85
title: WUSTL-IIOT-2018

description: Presented here is a dataset used for our SCADA cybersecurity research. The dataset was built using our SCADA system testbed described in [1]. The purpose of our testbed was to emulate real-world industrial systems closely. It allowed us to carry out realistic cyber-attacks.
DOI: 10.21227/r0g6-4914
title: WUSTL-IIOT-2018

description: Presented here is a dataset used for our SCADA cybersecurity research. The dataset was built using our SCADA system testbed described in our paper below [*]. The purpose of our testbed was to emulate real-world industrial systems closely. It allowed us to carry out realistic cyber-attacks. [*] M. A. Teixeira, T. Salman, M. Zolanvari, R. Jain, N. Meskin, M. Samaka, "SCADA System Testbed for Cybersecurity Research Using Machine Learning Approach," Future Internet 2018, 10, 76, http://www.cse.wustl.edu/~jain/papers/ics_ml.htm
DOI: 10.17632/4x3z94njgd.1
title: Data for "Why do girls skip more than boys on exams with negative marking?"

description: Data for "Why do girls skip more than boys on exams with negative marking?"
DOI: 10.17632/3wrtkk4w5v.2
title: Synthetic Analyses of Single-Cell Transcriptomes from Multiple Brain Organoids and Fetal Brain

description: Human brain organoid systems offer unprecedented opportunities to investigate both neurodevelopmental and neurological disease. Single cell-based transcriptomics or epigenomics have dissected the cellular and molecular heterogeneity in the brain organoids, revealing a complex organization. Similar but distinct protocols from different labs have been applied to generate brain organoids, providing a large resource to perform a comparative analysis of brain developmental processes. Here we take a systematic approach to compare the single cell transcriptomes of various human cortical brain organoids together with fetal brain to define the identity of specific cell types and differentiation routes in each method. Importantly, we identify unique developmental programs in each protocol, which will be a critical benchmark for the utility of human brain organoids in the future.
DOI: 10.5281/zenodo.3830891
title: RIBuild: Survey of historic building stock - with case studies on renovation

description: Database prepared in Excel including four elements, as background information for RIBuild Deliverable D1.1 about the historic building stock: Historic buildings stock energy consumption (1) Historic building stock description (2) Building construction elements (3) Case studies (4) Element (1)-(3) are referring to the historic building stock in RIBuild partner countries in general, while element (4) contains examples of carried out renovation projects, involving internal insulation of a historic building. If available, the case study sheets contain information about the floor area, present use, the building envelope (thickness, materials), renovation history, pre- and post-energy usage and renovation cost. Further, information about typical defects and the main driving forces for the renovation project, planning or design tools used, whether the goal with the renovation was achieved and the satisfaction of the users. Overview of data files to be found in 'RIBuild data WP1' as part of this dataset.
DOI: 10.5281/zenodo.3830890
title: RIBuild: Survey of historic building stock - with case studies on renovation

description: Database prepared in Excel including four elements, as background information for RIBuild Deliverable D1.1 about the historic building stock: Historic buildings stock energy consumption (1) Historic building stock description (2) Building construction elements (3) Case studies (4) Element (1)-(3) are referring to the historic building stock in RIBuild partner countries in general, while element (4) contains examples of carried out renovation projects, involving internal insulation of a historic building. If available, the case study sheets contain information about the floor area, present use, the building envelope (thickness, materials), renovation history, pre- and post-energy usage and renovation cost. Further, information about typical defects and the main driving forces for the renovation project, planning or design tools used, whether the goal with the renovation was achieved and the satisfaction of the users. Overview of data files to be found in 'RIBuild data WP1' as part of this dataset.
DOI: 10.17632/nfs83fhrvd.1
title: Estimation of spatial and temporal parameters of gait in prolonged sitting and prolonged standing workers

description: Background: - Gait analysis is extensively used analytical device to assess the ability of human walk, by determine the difference in parameter and pattern of gait. It includes spatial and temporal gait parameters. Sedentary lifestyle may result in one or more musculoskeletal problem among healthy or asymptomatic individual that may affect the parameter of the gait. The aim of the study was to find out whether gait parameters would be affected in prolonged sitting and prolonged standing workers. Material and Method: - This cross-sectional study recruited 100 participants of age group between 36 – 49 years on the basis of inclusion and exclusion criterion. Equal participants were divided purposively on the basis of their occupation i.e. prolonged standing workers and prolonged sitting workers. Then their temporal and spatial parameters of gait were assessed using Temporal and Spatial Measure Gait Analysis Form as outcome measure. Result: - The normality of data was conducted by using Kolmogorov Smironov test which shows that the data was not normally distributed, hence non parametric test was applied. Level of significance (p-value) was set at &lt;0.05. Prolonged sitting and prolonged standing shows significant difference in spatiotemporal parameter of gait for every individual for cadence, step length and stride length. But no significant difference was observed in foot angle and width of walking base within groups. Between the groups no significant difference were observed. .Conclusion:- The study concludes that the spatial and temporal gait parameter might not be affected in prolonged sitting and standing workers.
DOI: 10.5281/zenodo.3911637
title: BUTTERFLY BUG Files

description: BUG Files generated from fastq processing.
DOI: 10.17632/d5k65f7wng.1
title: The Water-saturated Solidus and Second Critical Endpoint of Peridotite: Implications for Magma Genesis within the Mantle Wedge

description: This is the Supporting Information for the manuscript "The Water-saturated Solidus and Second Critical Endpoint of Peridotite: Implications for Magma Genesis within the Mantle Wedge". This file includes the supplementary text1, supplementary Figures 1-5 and supplementary table 1.
DOI: 10.17632/2h9tkb44pv.1
title: Pension Fund

description: In this study, the results of the estimations of the pension funds that the employees invested for their future by sacrificing their current prosperity were investigated by using machine learning techniques. In the study, Support Vector Regression (SVR) and Decision Tree Regression (DTR) methods were used as the prediction method.
DOI: 10.17632/d5k65f7wng.2
title: The Water-saturated Solidus and Second Critical Endpoint of Peridotite: Implications for Magma Genesis within the Mantle Wedge

description: This is the Supporting Information for the manuscript "The Water-saturated Solidus and Second Critical Endpoint of Peridotite: Implications for Magma Genesis within the Mantle Wedge". This file includes the supplementary text1, supplementary Figures 1-5 and supplementary table 1.
DOI: 10.17632/d5k65f7wng.3
title: The Water-saturated Solidus and Second Critical Endpoint of Peridotite: Implications for Magma Genesis within the Mantle Wedge

description: This is the Supporting Information for the manuscript "The Water-saturated Solidus and Second Critical Endpoint of Peridotite: Implications for Magma Genesis within the Mantle Wedge". This file includes the supplementary text1, supplementary Figures 1-5 and supplementary table 1.
DOI: 10.17632/jv3sjk8wy4.2
title: Code for Polyether Ionophores publication

description: R scripts for generating profiles from single cell data from CellProfiler deposited into an MySQL database and for generating plots from per-treatment profiles. Contains CellProfiler pipelines for analyzing images in CellProfiler 2.1.1. Contains per-treatment profiles and correlation matrix. Heatmap and correlation matrix is also present as PDF files with all profiles annotated.
DOI: 10.17632/kt6km8bbgx.1
title: WOM Dataset - CZ, SRB, KOS

description: Dataset consists of 831 individual answers from Czechia, Serbia and Kosovo on topics releated to electronic WOM behaviour, social relationship variables and cultural dimensions.
DOI: 10.17632/7mwfftd2x4.4
title: DAMQT 3.2

description: New version of program DAMQT for the analysis of molecular electron density and related properties, with new applications including an entirely new 3D viewer based on new OpenGL (3.3 or higher). The tarball includes a MSwindows installer in the "windows" directory and a manual in PDF format in "doc/manual" directory. A "samples" directory is included with files coming from different suites for molecular calculations that can be directly processed by DAMQT as commented in the manual. Installation on Unix systems can be made through cmake as indicated in the manual.
DOI: 10.17632/j7rn7tcrr8.1
title: Experimental and theoretical study of density, potential and current structures of a helium plasma in front of a RF antenna tilted with respect to the magnetic field lines

description: Potential and density structures in the vicinity of a RF electrode/antenna in a magnetized plasma are investigated using a RF compensated cylindrical Langmuir probe. These measurements were performed in the ALINE plasma device in which only electrons can be considered as well magnetized. Very precise 2-D maps of the plasma parameters are drawn thanks to a 3-D automatic manipulator on which the probe is mounted. The effect of the tilted magnetic angle between the RF biased surface and the magnetic lines is also studied thanks to a tilting electrode. Comparison of several simplistic models with the experiments proved the reliability of simple Langmuir probe measurements in such a RF and magnetized environment (space potential v.s. tilting angle of the antenna with respect to magnetic field lines, and recovering of the floating potential structure using measured currents). A fluid model based on total current, and ion diffusion equations over the biased flux tube, provides the same density structures in front of the electrode than the measurements. Those density structures display a ``bunny ears'' shape, and can be explained using transverse RF and collisional current behaviour: in front of the antenna the transverse ion currents deplete the magnetized flux tube, while at the edge of the biased flux tube, the same currents rise the density. The algorithm used to exploit the IVs is presentend in M. Mausbach, Journal of Vacuum Science And Technology A 15, 2923 (1997), DOI : 10.1116/1.580886, C. Steinbrüchel, Journal of Vacuum Science And Technology A 8, 1663 (1990), DOI : 10.1116/1.576782. J. D. Johnson and A. J. T. Holmes, Review of Scientific Instruments 61, 2628 (1990), DOI : 10.1063/1.1141849.
DOI: 10.17632/j7rn7tcrr8.2
title: Experimental and theoretical study of density, potential and current structures of a helium plasma in front of a RF antenna tilted with respect to the magnetic field lines

description: Potential and density structures in the vicinity of a RF electrode/antenna in a magnetized plasma are investigated using a RF compensated cylindrical Langmuir probe. These measurements were performed in the ALINE plasma device in which only electrons can be considered as well magnetized. Very precise 2-D maps of the plasma parameters are drawn thanks to a 3-D automatic manipulator on which the probe is mounted. The effect of the tilted magnetic angle between the RF biased surface and the magnetic lines is also studied thanks to a tilting electrode. Comparison of several simplistic models with the experiments proved the reliability of simple Langmuir probe measurements in such a RF and magnetized environment (space potential v.s. tilting angle of the antenna with respect to magnetic field lines, and recovering of the floating potential structure using measured currents). A fluid model based on total current, and ion diffusion equations over the biased flux tube, provides the same density structures in front of the electrode than the measurements. Those density structures display a ``bunny ears'' shape, and can be explained using transverse RF and collisional current behaviour: in front of the antenna the transverse ion currents deplete the magnetized flux tube, while at the edge of the biased flux tube, the same currents rise the density. The algorithm used to exploit the IVs is presentend in M. Mausbach, Journal of Vacuum Science And Technology A 15, 2923 (1997), DOI : 10.1116/1.580886, C. Steinbrüchel, Journal of Vacuum Science And Technology A 8, 1663 (1990), DOI : 10.1116/1.576782. J. D. Johnson and A. J. T. Holmes, Review of Scientific Instruments 61, 2628 (1990), DOI : 10.1063/1.1141849.
DOI: 10.17632/g46jcnjmkc.1
title: TBE_immunity_data_set_humoral_immunity

description: This data covers all relevent clinical data of the study "Humoral immune response to tick-borne encephalitis vaccination in allogeneic blood and marrow graft recipients". The full study protocol of this study is published at clinicaltrials.gov ((https://clinicaltrials.gov/ct2/show/NCT01991067).The aim of this prospective study was to characterize the humoral immune response to TBE-vaccination after hematopoietic stem cell transplantation (HSCT). Nineteen adult patients 11 to 13 months after HSCT and 15 age-matched immunocompetent adults received up to three TBE-vaccinations. Antibodies against TBE virus were measured by neutralization test (NT). As primary endpoint, the antibody response (NT-titer of ≥10 and at least a 2-fold increase from baseline 4 weeks after 2nd vaccination) was compared between patients and controls using Fisher exact test. Prior vaccination, 15 (79%) HSCT patients still had detectable neutralizing antibodies. At primary endpoint, the antibody response was significantly lower in patients than in controls (35% versus 93%; p&lt;0.001). The CD4+-cell count was a predictor for an antibody response in patients (p=0.019). Interestingly, the majority of HSCT patients still had detectable antibodies prior vaccination. Following vaccination, antibody response in HSCT patients was associated with the CD4+-cell count.
DOI: 10.17632/pxrnvp4yy8.1
title: Handwritten Devanagari Characters - Vowels and Numerals (38,750 Isolated images)

description: The data contains handwritten samples of Devanagari numerals and vowels (i.e., 10 numerals and 13 vowels). Thus, the dataset includes a total of 23 different Devanagari characters. The data is collected on a regular A4 sheet, scanned at 300 dpi using Epson DS – 150. The numerals and vowels were collected from 2400 and 1400 subjects of different age groups. Further, data is segmented, pre-processed, and stored in a publicly accessible location. By removing the occluded images and scribbles, the final data set contains a total of 38,500 digitized images where 22,500 Devanagari Numerals (2250 each) and 16,250 Vowels (1250 each). This data separated manually into respective folders. The data is also available in the form of CSV files, and the labels attached.
DOI: 10.5281/zenodo.3834309
title: RIBuild: Material properties for historic building materials and insulation materials

description: This dataset consists of 1) Excel sheets with material properties for a) a collection of historic building materials and b) insulation materials suited for internal insulation. Material properties were collected from all RIBuild partner countries. The main purpose was to locate data set not included in the DELPHIN database that contained the needed data for DELPHIN simulations. 2) Excel sheets with material properties for specific historic building materials used in Italy and Switzerland. As these materials were supposed to be included in hygrothermal simulations with DELPHIN performed in RIBuild, a full material characterization was required as described in RIBuild deliverable D2.1 and in the DELPHIN specifications. Material characterization was performed at RTU. Requirements concerning input need for DELPHIN simulations are described in RIBuild deliverable D2.1. Overview of data files to be found in 'RIBuild data WP2 Mat Prop' as part of this dataset.
DOI: 10.5281/zenodo.3834308
title: RIBuild: Material properties for historic building materials and insulation materials

description: This dataset consists of 1) Excel sheets with material properties for a) a collection of historic building materials and b) insulation materials suited for internal insulation. Material properties were collected from all RIBuild partner countries. The main purpose was to locate data set not included in the DELPHIN database that contained the needed data for DELPHIN simulations. 2) Excel sheets with material properties for specific historic building materials used in Italy and Switzerland. As these materials were supposed to be included in hygrothermal simulations with DELPHIN performed in RIBuild, a full material characterization was required as described in RIBuild deliverable D2.1 and in the DELPHIN specifications. Material characterization was performed at RTU. Requirements concerning input need for DELPHIN simulations are described in RIBuild deliverable D2.1. Overview of data files to be found in 'RIBuild data WP2 Mat Prop' as part of this dataset.
DOI: 10.17632/w2t9w75cv6.1
title: IMAGE SET FOR FLOWER DETECTION IN PEAR TREES

description: The dataset is composed of 60 pear tree images. They were taken during full bloom in a pear orchard located at National Institute of Agricultural Technology (INTA) Experimental Station, General Roca, Argentina (39° 1’ 40’’ S; 67° 44’ 34’’ W).The orchard was established in 2003 with ‘Williams’ cultivar pear trees grafted on seedling rootstock .Trees were planted in a total area of 1.8 ha at a distance of 2m between trees by 4m between rows and were trained as espalier. A few days before full bloom, images were obtained from 30 trees, under two conditions: i) natural daylight between 10 am and 13 pm (PE_FL_DA_2018), ii) at night with the artificial flash light of the camera (PE_FL_NI_2018). A black curtain was unfolded behind the trees when images were obtained under daylight conditions in order to avoid interference from neighboring trees. All images were taken with an RGB digital camera (14.1 MP) at approximately 3.0 m from the tree in a 90° angle to the row. An object of known dimensions (a 15x15 cm square) was placed in each tree as a scale reference. Simultaneously, all the flower clusters on each tree were manually counted. Images taken by using different proximal sensors can be used to estimate the number of flowers or fruits in trees. The accuracy of those methods has been studied and tested in different fruit species by many researchers with encouraging results. A similar dataset has been published by the same contributors in Mendeley Data Repository for apple trees.
DOI: 10.17632/vvcj4f7smy.1
title: Web crawling code and data analysis code for RateMyProfessor research project

description: Web crawling code and data analysis code for RateMyProfessor research project
DOI: 10.17632/27vckf6mgk.1
title: Optimization of a method for Anammox bacteria diversity analysis based on 16S rRNA gene amplicons with high-throughput sequencing

description: The template and taxonomic files of nxrB gene of Nitrospira for processing the high throughput sequencing data with the MOTHUR. 16S rRNA gene sequences of anammox bacteria from environmental samples.
DOI: 10.17632/27vckf6mgk.2
title: Data for: ptimization of a method for Anammox bacteria diversity analysis based on 16S rRNA gene amplicons with high-throughput sequencing

description: The template and taxonomic files of nxrB gene of Nitrospira for processing the high throughput sequencing data with the MOTHUR. 16S rRNA gene sequences of anammox bacteria from environmental samples.
DOI: 10.17632/wcb2xsg6pj.4
title: Heterogeneous effects of calorie content and nutritional components underlie dietary influence on pancreatic cancer susceptibility in mice and humans
DOI: 10.17632/vfz5pz4n8k.5
title: Datasets of captured images of 3 different devices for photogrammetry calculation comparison and integration to a laser scan point cloud

description: The present data article aims to provide the whole dataset obtained during an experiment of updating laser scan point clouds with photogrammetry meshes. In this context, the data quality and calculation time of photogrammetry models from different recording devices and different software solutions were compared. It was investigated whether photos from smartphones are also appropriate for updating point clouds by using photogrammetry in a factory environment. The photos of the technical installation were taken in 08:30 min with all three devices: Nikon D810 with Sigma art 24mm, iPhone 6 and iPhone XS. Three data sets were created with each device. One dataset (photos in .TIFF) of the iPhone XS is provided. The results of the data sets are used for a photogrammetry mesh quality comparison and a calculation time comparison. Furthermore, all settings in the RealityCapture BETA 1.0 and Meshroom 2019 2.0 software are provided. A comparison of the quality of the photogrammetric 3D meshes was performed by comparing the rendering results. The data set of the iPhone XS can be used to compare further photogrammetry software or single algorithms. Besides the images, the initial point cloud of the laser scanner is provided. This also includes the combination of laser scan point cloud and photogrammetry mesh to close the experiment.