cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.2613547
title: CubiCasa5k

description: Better understanding and modelling of building interiors and the emergence of more impressive AR/VR technology has brought up the need for automatic parsing of floorplan images. However, there is a clear lack of representative datasets to investigate the problem further. To address this shortcoming, this paper presents a novel image dataset called CubiCasa5K, a large-scale floorplan image dataset containing 5000 samples annotated into over 80 floorplan object categories. The dataset annotations are performed in a dense and versatile manner by using polygons for separating the different objects. Diverging from the classical approaches based on strong heuristics and low-level pixel operations, we present a method relying on an improved multi-task convolutional neural network. By releasing the novel dataset and our implementations, this study significantly boosts the research on automatic floorplan image analysis as it provides a richer set of tools for investigating the problem in a more comprehensive manner.
DOI: 10.5281/zenodo.2613548
title: CubiCasa5k

description: Better understanding and modelling of building interiors and the emergence of more impressive AR/VR technology has brought up the need for automatic parsing of floorplan images. However, there is a clear lack of representative datasets to investigate the problem further. To address this shortcoming, this paper presents a novel image dataset called CubiCasa5K, a large-scale floorplan image dataset containing 5000 samples annotated into over 80 floorplan object categories. The dataset annotations are performed in a dense and versatile manner by using polygons for separating the different objects. Diverging from the classical approaches based on strong heuristics and low-level pixel operations, we present a method relying on an improved multi-task convolutional neural network. By releasing the novel dataset and our implementations, this study significantly boosts the research on automatic floorplan image analysis as it provides a richer set of tools for investigating the problem in a more comprehensive manner.
DOI: 10.17632/vdv76ysm7h.1
title: Data for: The effects of running a 12-km race on neuromuscular performance measures in recreationally competitive runners

description: Biomechanics data for "The effects of running a 12-km race on neuromuscular performance measures in recreationally competitive runners".
DOI: 10.5281/zenodo.2624479
title: Test data for running snakePipes : HiC workflow

description: <strong>Test files for running snakePipes workflows</strong>

<strong>snakePipes</strong> are pipelines built using snakemake and python for the analysis of epigenomic datasets. Please refer to this link for further information on snakePipes.

This folder contains test files that can be used to run the HiC workflow under snakePipes. To test the workflow, follow the following steps : 


	Download or prepare genome fasta, indices and annotations for the mouse (mm9) genome.
	Download and install snakePipes via `conda create -n snakePipes -c mpi-ie -c bioconda -c conda-forge snakePipes`
	Update Genome configuration file with path to indices and annotations.
	Move to this repository and run the example command in <strong>README</strong>.
DOI: 10.5517/ccdc.csd.cc21q2kf
title: CCDC 1898054: Experimental Crystal Structure Determination

description: Related Article: Franz A. Mautner, Patricia Jantscher, Roland C. Fischer, Ana Torvisco, Ramon Vicente, Tolga N.V. Karsili, Salah S. Massoud|2019|Polyhedron|166|36|doi:10.1016/j.poly.2019.03.038
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/2cc3yvvzk4.2
title: A distinct pre-treatment immune gene signature in lentigo maligna is associated with imiquimod response

description: Raw Nanostring Files. Total RNA was extracted from FFPE tissue sections adjacent to sections stained by multiplex IHC, using the RNeasy® FFPE Kit (Cat. 73504, QIAGEN GmbH, Hilden, Germany). 10x10um thick sections were used per sample due to the small specimen size of each biopsy. Concentration was determined using Nanodrop™ 8000 Spectrophotometer (Thermofisher Scientific, PA) and 400ng of total RNA run on the nCounter analysis system™ (nanoString™, WA) using the PanCancer Immune Profiling Panel (nanoString™, WA) consisting of 770 genes. Files include: - Raw log2 expression matrix - Sample identifiers - Raw .RCC files - RLF file
DOI: 10.17632/2fkhp73bc6.1
title: Code & Data for: Environmental heterogeneity can tip the population genetics of range expansions

description: Code & Data for: Environmental heterogeneity can tip the population genetics of range expansions (Matti Gralka & Oskar Hallatschek), under review at Elife (2019).
DOI: 10.5281/zenodo.2624478
title: Test data for running snakePipes : HiC workflow

description: <strong>Test files for running snakePipes workflows</strong>

<strong>snakePipes</strong> are pipelines built using snakemake and python for the analysis of epigenomic datasets. Please refer to this link for further information on snakePipes.

This folder contains test files that can be used to run the HiC workflow under snakePipes. To test the workflow, follow the following steps : 


	Download or prepare genome fasta, indices and annotations for the mouse (mm9) genome.
	Download and install snakePipes via `conda create -n snakePipes -c mpi-ie -c bioconda -c conda-forge snakePipes`
	Update Genome configuration file with path to indices and annotations.
	Move to this repository and run the example command in <strong>README</strong>.
DOI: 10.5517/ccdc.csd.cc21q2lg
title: CCDC 1898055: Experimental Crystal Structure Determination

description: Related Article: Franz A. Mautner, Patricia Jantscher, Roland C. Fischer, Ana Torvisco, Ramon Vicente, Tolga N.V. Karsili, Salah S. Massoud|2019|Polyhedron|166|36|doi:10.1016/j.poly.2019.03.038
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc21q2mh
title: CCDC 1898056: Experimental Crystal Structure Determination

description: Related Article: Franz A. Mautner, Patricia Jantscher, Roland C. Fischer, Ana Torvisco, Ramon Vicente, Tolga N.V. Karsili, Salah S. Massoud|2019|Polyhedron|166|36|doi:10.1016/j.poly.2019.03.038
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc21q8nq
title: CCDC 1898243: Experimental Crystal Structure Determination

description: Related Article: Li-Wen Jin, Fei Jiang, Ke-Wei Chen, Bai-Xiang Du, Guang-Jian Mei, Feng Shi|2019|Org.Biomol.Chem.|17|3894|doi:10.1039/C9OB00432G
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc21qjgs
title: CCDC 1898485: Experimental Crystal Structure Determination

description: Related Article: Nicholas S. Settineri, Angela A. Shiau, John Arnold|2019|Dalton Trans.|48|5569|doi:10.1039/C9DT00811J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc21qjht
title: CCDC 1898486: Experimental Crystal Structure Determination

description: Related Article: Nicholas S. Settineri, Angela A. Shiau, John Arnold|2019|Dalton Trans.|48|5569|doi:10.1039/C9DT00811J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc21qjjv
title: CCDC 1898487: Experimental Crystal Structure Determination

description: Related Article: Nicholas S. Settineri, Angela A. Shiau, John Arnold|2019|Dalton Trans.|48|5569|doi:10.1039/C9DT00811J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc21qjkw
title: CCDC 1898488: Experimental Crystal Structure Determination

description: Related Article: Nicholas S. Settineri, Angela A. Shiau, John Arnold|2019|Dalton Trans.|48|5569|doi:10.1039/C9DT00811J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc21qjlx
title: CCDC 1898489: Experimental Crystal Structure Determination

description: Related Article: Nicholas S. Settineri, Angela A. Shiau, John Arnold|2019|Dalton Trans.|48|5569|doi:10.1039/C9DT00811J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc21qjmy
title: CCDC 1898490: Experimental Crystal Structure Determination

description: Related Article: Nicholas S. Settineri, Angela A. Shiau, John Arnold|2019|Dalton Trans.|48|5569|doi:10.1039/C9DT00811J
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.14272/gzzpskgghfewjw-ocozrvbesa-n.1
title: C22H17BrN2O4
title: InChI=1S/C22H17BrN2O4/c1-28-21(26)15-9-7-14(8-10-15)17-12-11-16(22(27)29-2)13-20(17)25-24-19-6-4-3-5-18(19)23/h3-13H,1-2H3/b25-24+

description: This dataset contains experimental data from a sample (InChI=1S/C22H17BrN2O4/c1-28-21(26)15-9-7-14(8-10-15)17-12-11-16(22(27)29-2)13-20(17)25-24-19-6-4-3-5-18(19)23/h3-13H,1-2H3/b25-24+).
      The datasets from the following experiments are available:
      
      1H NMR
      
      13C NMR
      
      Mass
      
      Mass
      
      IR
DOI: 10.14272/gzzpskgghfewjw-ocozrvbesa-n/13cnmr
title: 13C NMR (, InChI=1S/C22H17BrN2O4/c1-28-21(26)15-9-7-14(8-10-15)17-12-11-16(22(27)29-2)13-20(17)25-24-19-6-4-3-5-18(19)23/h3-13H,1-2H3/b25-24+)

description: dataset for 13C NMR
      
      13C NMR (100 MHz, CDCl3, ppm) δ = 52.2 (CH3), 52.5 (CH3), 118.0 (CHAr), 118.2 (CHAr), 126.6 (Cquart.), 128.0 (CHAr), 129.0 (2C, CHAr), 129.6 (Cquart.), 130.8 (2C, CHAr), 130.8 (Cquart.), 130.9 (CHAr), 131.7 (CHAr), 132.4 (CHAr), 133.9 (CHAr), 142.5 (Cquart.), 144.4 (Cquart.), 149.6 (Cquart.), 149.6 (Cquart.), 166.5 (Cquart., COOCH3), 167.1 (Cquart., COOCH3).
DOI: 10.17632/tfjwys9s5p.1
title: THE ROLE OF TECHNOLOGY, AS AN ABSORPTIVE CAPACITY, ON ECONOMIC GROWTH IN EMERGING ECONOMIES; A NEW APPROACH

description: The Stata and Stata do files are presented here. The data has already been loaded into the software. The excel file has also been provided.
DOI: 10.5517/ccdc.csd.cc1n7tg5
title: CCDC 1526857: Experimental Crystal Structure Determination

description: Related Article: Bhumika Agrahari, Samaresh Layek, Rakesh Ganguly, Necmi Dege, Devendra D. Pathak|2019|J.Organomet.Chem.|890|13|doi:10.1016/j.jorganchem.2019.03.018
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc21sqdz
title: CCDC 1900591: Experimental Crystal Structure Determination

description: Related Article: Shengjia Lin, Lucia Wang, Negin Aminoleslami, Yanting Lao, Chelsea Yagel, Abhishek Sharma|2019|Chemical Science|10|4684|doi:10.1039/C9SC00378A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc21tckt
title: CCDC 1901216: Experimental Crystal Structure Determination

description: Related Article: Sean Askin, Jeremy K. Cockcroft, Louise S. Price, Andrea D. Gonçalves, Min Zhao, Derek A. Tocher, Gareth R. Williams, Simon Gaisford, Duncan Q. M. Craig|2019|Cryst.Growth Des.|19|2751|doi:10.1021/acs.cgd.8b01881
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc220syv
title: CCDC 1907397: Experimental Crystal Structure Determination

description: Related Article: Michael Bolte|2019|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc220v32
title: CCDC 1907433: Experimental Crystal Structure Determination

description: Related Article: Arnold L. Rheingold and James Blackwell|2019|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.14272/gzzpskgghfewjw-ocozrvbesa-n/1hnmr
title: 1H NMR (, InChI=1S/C22H17BrN2O4/c1-28-21(26)15-9-7-14(8-10-15)17-12-11-16(22(27)29-2)13-20(17)25-24-19-6-4-3-5-18(19)23/h3-13H,1-2H3/b25-24+)

description: dataset for 1H NMR
      
      1H NMR (400 MHz, CDCl3, ppm) δ = 3.98 (s, 3H, CH3), 4.00 (s, 3H, CH3), 7.29−7.35 (m, 3H, CHAr), 7.57–7.59 (m, 2H, CHAr), 7.68 (d, J = 8.1 Hz, 1H, CHAr), 7.76−7.79 (m, 1H, CHAr), 8.13–8.15 (m, 2H, CHAr), 8.25 (d, J = 8.1 Hz, 1H, CHAr), 8.48 (s, 1H, CHAr). NMR contains slight impurities.
DOI: 10.14272/gzzpskgghfewjw-ocozrvbesa-n/ir
title: IR (, InChI=1S/C22H17BrN2O4/c1-28-21(26)15-9-7-14(8-10-15)17-12-11-16(22(27)29-2)13-20(17)25-24-19-6-4-3-5-18(19)23/h3-13H,1-2H3/b25-24+)

description: dataset for IR
      
      IR (ATR, ṽ) = 2946, 1717, 1604, 1456, 1384, 1274, 1211, 1168, 1134, 1104, 1041, 1024, 993, 929, 843, 806, 780, 759, 742, 702, 602, 559, 542, 475, 411 cm–1.
DOI: 10.14272/gzzpskgghfewjw-ocozrvbesa-n/mass
title: Mass (, InChI=1S/C22H17BrN2O4/c1-28-21(26)15-9-7-14(8-10-15)17-12-11-16(22(27)29-2)13-20(17)25-24-19-6-4-3-5-18(19)23/h3-13H,1-2H3/b25-24+)

description: dataset for Mass
      
      MS (FAB, Matrix: 3-NBA), m/z (%): 453 (30) [M+H]+, 316 (27), 300 (100), 268 (27), 238 (27), 165 (39).
DOI: 10.14272/gzzpskgghfewjw-ocozrvbesa-n/mass.1
title: Mass (, InChI=1S/C22H17BrN2O4/c1-28-21(26)15-9-7-14(8-10-15)17-12-11-16(22(27)29-2)13-20(17)25-24-19-6-4-3-5-18(19)23/h3-13H,1-2H3/b25-24+)

description: dataset for Mass
      
       HRMS (C22H1879BrN2O4): Calc.: 453.0444; Found: 453.0446.
DOI: 10.17632/8byn6njg2v.1
title: Data for: Topology-optimized thermal carpet cloak expressed by an immersed-boundary level-set method via a covariance matrix adaption evolution strategy

description: We provide STL data of topology optimized thermal carpet cloaks for actual fabrications. Copper and iron structures are provided as separate supplements, as FigX_Cu.stl and FigX_Fe.stl, respectively, where X is figure number in the manuscript. The radius of the cloaked bump is set toR_D =50mm and the width in the z direction is 10mm.
DOI: 10.17632/8byn6njg2v.2
title: Data for: Topology-optimized thermal carpet cloak expressed by an immersed-boundary level-set method via a covariance matrix adaption evolution strategy

description: We provide STL data of topology optimized thermal carpet cloaks for actual fabrications. Copper and iron structures are provided as separate supplements, as FigX_Cu.stl and FigX_Fe.stl, respectively, where X is figure number in the manuscript. The radius of the cloaked bump is set toR_D =50mm and the width in the z direction is 10mm.
DOI: 10.17632/dwj7hg3dt2.1
title: FORECASTING MODEL OF VIETNAMESE CONSUMERS’ PURCHASE BEHAVIOR OF DOMESTIC APPAREL

description: The study of the determinants of consumer purchase decisions of domestic goods is necessary in the context of Vietnams’ international integration in order to support domestic firms improve their competitiveness. This study aims to analyze factors influencing Vietnamese consumers’ purchase decision of domestic apparel based on Binary Logistic regression model. This study uses survey data gathered from 240 consumers in Vietnam in 2019. Research results showed that i) Perceived price, ii) Perceived quality, iii) Consumer ethnocentrism, and iv) Demographic variables (age; the family with child; the level of education; income; and sex) have significant influences on the consumer purchase decision of domestic products in Vietnam.
DOI: 10.18716/nmrshiftdb2/10016310
title: NMR data for Cocaine
DOI: 10.5061/dryad.kg4bc56/1
title: Dryad Item 10.5061/DRYAD.KG4BC56/1

description: (:tba)
DOI: 10.5061/dryad.kg4bc56/2
title: Dryad Item 10.5061/DRYAD.KG4BC56/2

description: (:tba)
DOI: 10.5061/dryad.kg4bc56/3
title: Dryad Item 10.5061/DRYAD.KG4BC56/3

description: (:tba)
DOI: 10.5061/dryad.kg4bc56/4
title: Dryad Item 10.5061/DRYAD.KG4BC56/4

description: (:tba)
DOI: 10.5061/dryad.kg4bc56/5
title: Dryad Item 10.5061/DRYAD.KG4BC56/5

description: (:tba)
DOI: 10.5281/zenodo.2624497
title: Test data for running snakePipes : WGBS workflow

description: <strong>Test files for running snakePipes workflows</strong>

<strong>snakePipes</strong> are pipelines built using snakemake and python for the analysis of epigenomic datasets. Please refer to this link for further information on snakePipes.

This folder contains test files that can be used to run the WGBS workflow under snakePipes. To test the workflow, follow the following steps : 


	Download or prepare genome fasta, indices and annotations for the mouse (<strong>GRCm38</strong>) genome.
	Download and install snakePipes via `conda create -n snakePipes -c mpi-ie -c bioconda -c conda-forge snakePipes`
	Update Genome configuration file with path to indices and annotations.
	Move to this repository and run the example <strong>command.sh</strong>
DOI: 10.5281/zenodo.2624498
title: Test data for running snakePipes : WGBS workflow

description: <strong>Test files for running snakePipes workflows</strong>

<strong>snakePipes</strong> are pipelines built using snakemake and python for the analysis of epigenomic datasets. Please refer to this link for further information on snakePipes.

This folder contains test files that can be used to run the WGBS workflow under snakePipes. To test the workflow, follow the following steps : 


	Download or prepare genome fasta, indices and annotations for the mouse (<strong>GRCm38</strong>) genome.
	Download and install snakePipes via `conda create -n snakePipes -c mpi-ie -c bioconda -c conda-forge snakePipes`
	Update Genome configuration file with path to indices and annotations.
	Move to this repository and run the example <strong>command.sh</strong>
DOI: 10.5517/ccdc.csd.cc220vzy
title: CCDC 1907460: Experimental Crystal Structure Determination

description: Related Article: Manik Lal Saha, Michael Schmittel, Jan W. Bats|2019|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/bv5z9b843g.1
title: Raw data of growth, hematology an, antioxidant activities enzyme in Oreochromis niloticus fed guava leaf extract meals.

description: The data is for an 84-day feeding trial on Nile tilapia (Oreochromis niloticus) fed diets with aqueous Psidium guajava leaf extract (PGE). Growth, intestinal morphology, and antioxidative properties were evaluated. A 30% crude protein basal diet was formulated. Concentrated extract (PGE) was dried into powder in hot air-oven at 30oC and mixed with the other feed ingredients at 0.25, 0.50, 0.75 and 1.00% (Diets T1, T2, T3, and T4 respectively). The result indicates that more feed was consumed in groups of fish fed PGE treated diets. Villi length and width were presented. and the area of absorption calculated. Antioxidant enzyme activities and oxidative marker including total protein, superoxide dismutase, glutathione peroxidase, and glutathione s-transferase were examined in fish.
DOI: 10.17632/t2mdstdy28.2
title: LessMeatDontCheat

description: All data files are related to the study De Groeve, B, Bleys, B., & Hudders, L. (2019). Okay to promote eating less meat, but don’t be a cheat – The role of dietary identity, perceived inconsistency and inclusive language of an advocate in legitimizing meat reduction. Appetite, x, x-x. doi: https://doi.org/10.1016/j.appet.2019.03.031
DOI: 10.5061/dryad.kg4bc56/10
title: Dryad Item 10.5061/DRYAD.KG4BC56/10

description: (:tba)
DOI: 10.5061/dryad.kg4bc56/11
title: Dryad Item 10.5061/DRYAD.KG4BC56/11

description: (:tba)
DOI: 10.5061/dryad.kg4bc56/12
title: Dryad Item 10.5061/DRYAD.KG4BC56/12

description: (:tba)
DOI: 10.5061/dryad.kg4bc56/13
title: Dryad Item 10.5061/DRYAD.KG4BC56/13

description: (:tba)
DOI: 10.5061/dryad.kg4bc56/6
title: Dryad Item 10.5061/DRYAD.KG4BC56/6

description: (:tba)