cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/8wk5f6yxn8.1
title: Replication files for "Globalization and Mental Distress"

description: See the enclosed ReadMe.pdf for details on data construction and steps to replicate the results.
DOI: 10.17632/bmp4wzrgnk.6
title: Excel Pricing Workbook: Cross Currency Swap Theory & Practice - An Illustrated Step-by-Step Guide of How to Price Cross Currency Swaps and Calculate the Basis Spread

description: Cross Currency Excel Pricing Workbook and Bloomberg SWPM Snapshot Document
DOI: 10.17632/8cp2cp7km8.1
title: MATLAB source code for developing Ground Truth Dataset, Semantic Segmentation, and Evaluation for LJMU Lumbar Spine MRI Dataset

description: This file contains the MATLAB source code for developing Ground Truth Dataset, Semantic Segmentation, and Evaluation for Lumbar Spine MRI Dataset. It has the file structure necessary for the execution of the code. Please download the MRI Dataset and the Ground Truth label Image dataset separately and unzip them inside the LJMU Lumbar Spine MRI Dataset and Software\99 Workspace\ folder.
DOI: 10.17632/s6bgczr8s2.1
title: Radiologists Notes for Lumbar Spine MRI Dataset

description: Radiologists' notes for the LJMU Lumbar Spine MRI Dataset
DOI: 10.17632/zbf6b4pttk.1
title: Label Image Ground Truth Data for Lumbar Spine MRI Dataset

description: This dataset contains the raw label images and ground truth label images of lumbar spine MRI used to train SegNet to detect lumbar spinal stenosis. Please check the related source code and MRI dataset in the Related Links section below.
DOI: 10.25919/5c9b7318eb472
title: Parkes observations for project P455 semester 2018OCTS_07

description: This project is to continue timing and profile studies of the first double-pulsar system, a unique laboratory for gravitational physics. Recent results, including the first measurements of higher-order light-propagation effects and of the relativistic deformation of the orbit, highlight the importance of a long term observational campaign for this remarkable system. The main aims of this proposal are to provide the strongest tests to date for general relativity and to measure for the first time the moment-of-inertia of a neutron star. Additionally, we will determine the system geometry and map the pulsar beams via geodetic precession. Whenever possible, we will exploit the high sensitivity of the new UWL receiver.
DOI: 10.17632/crhb9gdgbj.1
title: Supplementary file: The Skin Microbiome in Psoriatic Disease: A Systematic Review

description: • Appendix 1: Search Strategy o eTable 1: Database(s): Ovid MEDLINE(R) Epub Ahead of Print, In-Process & Other Non-Indexed Citations, Ovid MEDLINE(R) Daily and Ovid MEDLINE(R), 1946 to Present Search Strategy o eTable 2: Database(s): Embase 1974 to 2018 January 23 Search Strategy: o eTable 3: Database(s): EBM Reviews - Cochrane Central Register of Controlled Trials December 2017 Search Strategy: • eMethods: Inclusion and Exclusion Criteria • eTable 4: Risk of Bias Analysis Tool (Adapted from Hamidi et al.1)
DOI: 10.6083/2009-010_2018.11.08
title: Madison Macht collection
DOI: 10.17632/26pch2jvzh.1
title: MDC1 interacts with TOPBP1 to maintain chromosomal stability during mitosis

description: In mitosis, cells inactivate DNA double-strand break (DSB) repair at the chromatin level. However, some early signalling events still occur, such as recruitment of the scaffold protein MDC1 to phosphorylated histone H2AX at DSBs. Yet it remains unclear whether these events are important for maintaining genome stability during mitosis. Here, we identify a highly conserved protein interaction surface in MDC1 that is phosphorylated by CK2 and recognized by the DNA damage response mediator protein TOPBP1. Disruption of MDC1-TOPBP1 binding causes a specific loss of TOPBP1 recruitment to DSBs in mitotic but not interphase cells, accompanied by mitotic radiosensitivity, increased micronuclei and chromosomal instability. Mechanistically, we find that TOPBP1 forms filaments capable of bridging MDC1 foci in mitosis, indicating that MDC1-TOPBP1 complexes stabilize DSBs until repair is reactivated in the following G1 phase. Thus, we reveal an important, hitherto-unnoticed cooperation between MDC1 and TOPBP1 in maintaining genome stability during cell division.
DOI: 10.17632/4w4ws2tsrp.1
title: VehicleArrivals

description: The first four columns represent vehicle arrivals to four lanes. The last four columns show adaptive green times for four lanes.
DOI: 10.17632/7kkp29fyr5.1
title: Surface sampling capillary electrophoresis mass spectrometry

description: An example .RAW file obtained from surface sampling capillary electrophoresis mass spectrometry (SS-CE-MS) analysis of rat brain tissue.
DOI: 10.17632/xt2ywxy5k5.1
title: Primary dysmenorrhea among Chinese female university students in Changsha City of Hunan Province

description: The data described the prevalence of primary dysmenorrhea and its characteristics among Chinese female students in Changsha City.The data can also analysis the risk factors associated with primary dysmenorrhea.
DOI: 10.6083/2010-007_2018.05.22
title: Physicians for Social Responsibility records
DOI: 10.6083/2010-014_2018.06.07
title: Office of Peter Kohler records
DOI: 10.6083/2010-014_2018.10.30
title: Peter Kohler papers
DOI: 10.17632/7kkp29fyr5.2
title: Surface sampling capillary electrophoresis mass spectrometry

description: An example RAW file obtained from surface sampling capillary electrophoresis mass spectrometry (SS-CE-MS) analysis of rat brain tissue is provided. Additionally, the mzmine file containing the peak lists for MZmine 2 analysis for the provided raw file is included. If readers are interested only in the detected features, CSV peaks lists are included for the deisotoped molecular features and pseudo spectra peaks from CAMERA screening.
DOI: 10.17632/bdvdb4vw6y.1
title: Characteristics of Soluble Organic Matter

description: This document contains the whole research data of chloroform bitumen “A” content, group components and saturated hydrocarbon gas chromatography of Paleogene mud source rocks in Dongying Sag.
DOI: 10.17632/bmp4wzrgnk.7
title: Excel Pricing Workbook: Cross Currency Swap Theory & Practice - An Illustrated Step-by-Step Guide of How to Price Cross Currency Swaps and Calculate the Basis Spread

description: Cross Currency Excel Pricing Workbook and Bloomberg SWPM Snapshot Document
DOI: 10.17632/pg6whc5c9x.1
title: Data from: Geographic separation and genetic differentiation of populations are not coupled with niche differentiation in threatened Kaiser’s spotted newt (Neurergus kaiseri)

description: Geographic separation and genetic differentiation of populations are not coupled with niche differentiation in threatened Kaiser’s spotted newt (Neurergus kaiseri) Journal: Scientific Reports DOI: 10.1038/s41598-019-41886-8
DOI: 10.5281/zenodo.2611183
title: Promiscuity cliffs (PCs), promiscuity cliff pathways (PCPs), and promiscuity hubs (PHs) formed by inhibitors of human kinases

description: The PC, PCP, and PH data structures have been introduced for the analysis of compound promiscuity [1-3]. A comprehensive collection of PCs, PCPs, and PHs formed by kinase inhibitors covering more than 80% of the human kinome is made available. See readme.txt for more information regarding the provided files. References: Dimova, D.; Gilberg, E.; Bajorath, J. Identification and Analysis of Promiscuity Cliffs Formed by Bioactive Compounds and Experimental Implications. RSC Adv. 2017, 7, 58–66. Miljković, F.; Bajorath, J. Computational Analysis of Kinase Inhibitors Identifies Promiscuity Cliffs across the Human Kinome. ACS Omega 2018, 3, 17295–17308. Miljković, F; Vogt, M; Bajorath, J. Systematic Computational Identification of Promiscuity Cliff Pathways Formed by Inhibitors of the Human Kinome. J. Comput. Aided Mol. Des. 2019, in press, doi: doi.org/10.1007/s10822-019-00198-9
description: {"references": ["Dimova, D.; Gilberg, E.; Bajorath, J. Identification and Analysis of Promiscuity Cliffs Formed by Bioactive Compounds and Experimental Implications. RSC Adv. 2017, 7, 58\u201366.", "Miljkovi\u0107, F.; Bajorath, J. Computational Analysis of Kinase Inhibitors Identifies Promiscuity Cliffs across the Human Kinome. ACS Omega 2018, 3, 17295\u201317308.", "Miljkovi\u0107, F; Vogt, M; Bajorath, J. Systematic Computational Identification of Promiscuity Cliff Pathways Formed by Inhibitors of the Human Kinome. J. Comput. Aided Mol. Des. 2019, in press, doi: doi.org/10.1007/s10822-019-00198-9"]}
DOI: 10.5281/zenodo.2611184
title: Promiscuity cliffs (PCs), promiscuity cliff pathways (PCPs), and promiscuity hubs (PHs) formed by inhibitors of human kinases

description: The PC, PCP, and PH data structures have been introduced for the analysis of compound promiscuity [1-3]. A comprehensive collection of PCs, PCPs, and PHs formed by kinase inhibitors covering more than 80% of the human kinome is made available. See readme.txt for more information regarding the provided files. References: Dimova, D.; Gilberg, E.; Bajorath, J. Identification and Analysis of Promiscuity Cliffs Formed by Bioactive Compounds and Experimental Implications. RSC Adv. 2017, 7, 58–66. Miljković, F.; Bajorath, J. Computational Analysis of Kinase Inhibitors Identifies Promiscuity Cliffs across the Human Kinome. ACS Omega 2018, 3, 17295–17308. Miljković, F; Vogt, M; Bajorath, J. Systematic Computational Identification of Promiscuity Cliff Pathways Formed by Inhibitors of the Human Kinome. J. Comput. Aided Mol. Des. 2019, in press, doi: doi.org/10.1007/s10822-019-00198-9
description: {"references": ["Dimova, D.; Gilberg, E.; Bajorath, J. Identification and Analysis of Promiscuity Cliffs Formed by Bioactive Compounds and Experimental Implications. RSC Adv. 2017, 7, 58\u201366.", "Miljkovi\u0107, F.; Bajorath, J. Computational Analysis of Kinase Inhibitors Identifies Promiscuity Cliffs across the Human Kinome. ACS Omega 2018, 3, 17295\u201317308.", "Miljkovi\u0107, F; Vogt, M; Bajorath, J. Systematic Computational Identification of Promiscuity Cliff Pathways Formed by Inhibitors of the Human Kinome. J. Comput. Aided Mol. Des. 2019, in press, doi: doi.org/10.1007/s10822-019-00198-9"]}
DOI: 10.6083/2011-001_2018.06.07
title: School of Dentistry records
DOI: 10.17632/j545x729m6.1
title: Nurse-Patients Data and Geographic Distances

description: The data contains information for the patients of a single nurse who is responsible to visit them. In each folder, there are different number of patients for the same nurse and further the data is divided as loose time windows and tight time windows in each folder. In each folder, there is a Data.csv file which contains patients' ID, their geographic information, the time windows in which they can be visited, the last visit date which represents the last visit date the nurse has visited the patients. The Distance file contains geographic distance matrix in terms of meters from nurse's home location to patients and from patients to patients.
DOI: 10.17632/tt9kb3zzgv.1
title: A Comparative Analysis between Quality Assurance Mechanisms of Canada and UAE

description: The data being shared this data article here contains 1. The table showing OUCQA benchmarks 2. Table showing STANDARDS 2011 aligned against the OUCQA benchmarks 3. Table showing number of evaluation criteria per parameters benchmarked to samples 4. Tables showing the number of evaluation criteria in % for each parameter for the samples 5. Tables showing the number of evaluation criteria for each parameter existing within STANDARDS 2011 6. Tables showing comparison of gaps in Evaluation Criteria with reference to samples reviewed and STANDARDS 2011
DOI: 10.17632/wwrkpr9gcx.1
title: LA-ICP-MS apatite fission track, apatite U-Pb, and electron probe micro-analysis data for the Canadian Shield

description: LA-ICP-MS apatite fission track age and length data, U-Pb apatite data, and electron microprobe (EPMA) data (in oxide weight %) from the Canadian Shield, Canada. Files also include age/length grain spatial locations for matching duplicate age/length grain EPMA analyses. The supplementary data files are Microsoft Excel .xlsx format and contained in a compressed .zip folder with a directory structure and contents as follows: Folder “AFT-UPb” contains the raw LA-ICP-MS apatite fission track age and length data. The raw apatite U-Pb age data, blanks, corrections, etc. are also included in a separate sheet tab for each sample. All AFT samples are referred to by their analytical number, e.g. 248-09 and their sample number 11CXAN017, for all other data in the “EPMA” and “Grain-Locations” folders each grain is referred to by analytical number only, and whether it is an age or length grain. Folder “EPMA” contains the electron microprobe data with the OH estimation included in weight percent oxide format. These data can be converted to apfu and their respective rmr0 values determined using either the Carlson et al. (1999) or Ketcham et al. (2007) equations (see main text for details). Folder “Grain-Locations” contains the x-y coordinates for each age and length grain that was probed for each sample. The grains are flagged if they are duplicate measurements, i.e. the EPMA measurement for age grain 1 is also the same measurement for length grain 15. This is determined by distance of 0 to 10 microns (green) and 10 to 50 microns (orange). The “Correlation-Matrices” folder contains a table of the correlation coefficients for the top 20 elements in each sample for age grain data only, including eU and OH. There are also PDF files for each sample of the matrices at the 0.05 and 0.01 confidence levels.
DOI: 10.17632/y76rh3r8dm.1
title: Numerical results: Finite difference approximation of nonlinear state-based peridynamic model

description: We share the data used in publishing the article "Numerical convergence of finite difference approximations for state based peridynamic fracture models", see https://doi.org/10.1016/j.cma.2019.03.024. The data set comprises of raw data produced by computational code, post-processed files, and python script files. We consider finite difference approximation of a nonlinear state-based peridynamic model. We run simulation for two problems. In the first problem, we have a square domain with verticle pre-crack originating from the middle of the bottom edge. We apply a constant velocity boundary condition along the horizontal axis on the bottom layer. In response to the boundary conditions, the crack propagates vertically. The data correspond to three different horizons, 2mm, 4mm, and 8mm. For each horizon, we have three results, each corresponding to mesh size horizon/2, horizon/4, and horizon/8. From the approximate displacement fields, we compute the rate of convergence with respect to mesh size, for each fixed horizon. These are post-processed data and can be found in "postprocessing" folder of Example 1. In the second problem, we consider a rectangle domain which is supported at two regions (left and right) near the bottom edge. On the portion of the top edge, we apply a monotonically increasing in time force in the downward direction. We run simulation when the sample has just one vertical pre-crack originating from the middle of the bottom edge and when the sample has two vertical pre-cracks symmetrically located and originating from the bottom edge. We plot the damage at multiple times and show that the crack propagates upwards in response to applied load. All computations are carried out using an in-house developed code. In this data set, we have not shared the computational code. However, we plan on making the code public in the future. If you are interested in our code and if you have some collaborative ideas please feel free to get in touch.
DOI: 10.17632/9ztrnd3xzc.1
title: 3-dimensional finite model of a complete dental prostheses

description: The assembled model was imported into ANSYS considering three regions of the contact for the analyses
DOI: 10.17632/hdsb3wpt6j.2
title: Raw, not cropped supporting Western blot files for: Jeong YT. ... Pagano M. The ULK1-FBXW5-SEC23B nexus controls autophagy. eLIFE (2018).

description: Raw, not cropped supporting Western blot files for: Jeong Y., Simoneschi D., Keegan S., Melville D., Adler. N., Saraf A., Florens L., Washburn M., Casavotto C., Fenyo D., Cuervo A., Rossi M., and Pagano M. The ULK1-FBXW5-SEC23B nexus controls autophagy. eLife doi:7:e42253 doi: 10.7554, 2018.
DOI: 10.17632/wch69n4knt.2
title: Social anxiety and attributes as the conditioned stimulus

description: Method, data, and analyses for Social anxiety and attributes as the conditioned stimulus
DOI: 10.17632/xngjwpzfz7.2
title: Raw, not cropped supporting Western blot files for: Marzio A. ... Pagano M. The F-box domain-dependent activity of EMI1 regulates PARPi sensitivity in triple negative breast cancers. Mol Cell (2019)

description: Raw, not cropped supporting Western blot files for: Marzio A., Kwon Y., Maverakis N., Puccini J., Arbini A., Sung P., Bar-Sagi D., and Pagano M. The F-box domain-dependent activity of EMI1 regulates PARPi sensitivity in triple negative breast cancers. Molecular Cell, 2018. DOI:https://doi.org/10.1016/j.molcel.2018.11.003
DOI: 10.6083/2011-010_2018.06.11
title: Public Health and Preventive Medicine records
DOI: 10.17632/273b2wkvjc.1
title: Data for: 3360696

description: We investigate the effects of neural network regularization techniques. First, we reason formally through the effect of dropout and training stochasticity on gradient descent. Then, we conduct classification experiments on the ImageNet data set, as well as regression experiments in the OneNow Reinforcement Learning data set. A network layer's weight matrix is quantified via Singular Value Decomposition and Conditioning ratios. Our regression network appeared to be well conditioned. However, we find that learning for large-scale classification applications is likely to be capped by poor conditioning. We propose approaches that may prove breakthroughs in learning, providing early evidence. We introduce a gradient perturbation layer, a method to maximize generalization experimentally. Our numerical analysis showcases the opportunity to introduce network circuitry compression, relying on the principal components of a layer's weights, when conditioning peaks. Generally, we propose conditioning as an objective function constraint.
DOI: 10.17632/933fg2h4zs.1
title: Partition coefficients for first row transion elements (FRTEs)

description: This dataset is the supplementary information of the paper "Oxi"
DOI: 10.17632/vwg2bbzw3d.1
title: Cullin-3 skm-KO proteome dataset

description: Unbiased proteome analysis diaphragm muscles from wildtype control and myogenin-CRE Cullin-3 f/f (skm-KO) E18.5 embryos. The excel spreadsheet details the complete list of proteins identified in the analysis (2250), as well as the 128 most significantly deregulated proteins - sorted according to fold change and alphabetically.
DOI: 10.17632/zwv5d46pp5.1
title: Energy variables for benchmarking in technical schools in São Paulo, Brazil

description: Variables: DMU: Decision Making Unit; PDC: Peek demand contracted (peek demand value contracted with the energy company); PDS: Peek demand suggested (peek demand value suggested as ideal); PDD: Peek demand deviation (difference between the contracted and ideal peak demand); AAE_obs: Anual active energy observed (annual energy consumption real); AAE_pred: Anual active energy predicted (annual energy consumption predicted by predictive model - e.g. machine learning methods, linear regression); RAE: Reactive anual energy (annual reactive energy consumption); AEN_nsd: Active energy in non-school months (energy consumption in non-school months); TNS: Total number of students (total number of students in the school).
DOI: 10.5281/zenodo.2611076
title: Measurements of Pn velocity and anisotropy in Northwest Pacific region

description: Measurements of Pn velocity and anisotropy in Northwest Pacific region. The eight numbers in each line are the longitude, latitude, Pn velocity, velocity error, magnitude of Pn anisotropy, magnitude error, direction of the fastest wave propagation, and direction error at each grid.
DOI: 10.5281/zenodo.2611077
title: Measurements of Pn velocity and anisotropy in Northwest Pacific region

description: Measurements of Pn velocity and anisotropy in Northwest Pacific region. The eight numbers in each line are the longitude, latitude, Pn velocity, velocity error, magnitude of Pn anisotropy, magnitude error, direction of the fastest wave propagation, and direction error at each grid.
DOI: 10.17632/f2tz548v2c.1
title: Correction workflow and spatial database model of Aquopts - A Hydrological Optical Data Processing System

description: In order to improve the capacity of storage, exploration and processing of sensor data, a spatial DBMS was used and the Aquopts system was implemented. In field surveys using different sensors on the aquatic environment, the existence of spatial attributes in the dataset is common, motivating the adoption of PostgreSQL and its spatial extension PostGIS. To enable the insertion of new data sets as well as new devices and sensing equipment, the database was modeled to support updates and provide structures for storing all the data collected in the field campaigns in conjunction with other possible future data sources. The database model provides resources to manage spatial and temporal data and allows flexibility to select and filter the dataset. The data model ensures the storage integrity of the information related to the samplings performed during the field survey in an architecture that benefits the organization and management of the data. However, in addition to the storage specified on the data model, there are several procedures that need to be applied to the data to prepare it for analysis. Some validations are important to identify spurious data that may represent important sources of information about data quality. Other corrections are essential to tweak the data and eliminate undesirable effects. Some equations can be used to produce other factors that can be obtained from the combination of attributes. In general, the processing steps comprise a cycle of important operations that are directly related to the characteristics of the data set. Considering the data of the sensors stored in the database, an interactive prototype system, named Aquopts, was developed to perform the necessary standardization and basic corrections and produce useful data for analysis, according to the correction methods known in the literature. The system provides resources for the analyst to automate the process of reading, inserting, integrating, interpolating, correcting, and other calculations that are always repeated after exporting field campaign data and producing new data sets. All operations and processing required for data integration and correction have been implemented from the PHP and Python language and are available from a Web interface, which can be accessed from any computer connected to the internet. The data access cab be access online (http://sertie.fct.unesp.br/aquopts), but the resources are restricted by registration and permissions for each user. After their identification, the system evaluates the access permissions and makes available the options of insertion of new datasets. The source-code of the entire Aquopts system are available at: https://github.com/carmoafc/aquopts The system and additional results were described on the official paper (under review)