cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4283867
title: Tonality classicalDB Dataset

description: The Tonality classicalDB Dataset includes 880 classical musical pieces across different styles from s.XVII to s.XX annotated with single-key labels. Tonality classicalDB Dataset was created as part of:<br> Gómez, E. (2006). PhD Thesis. Tonal description of music audio signals.<br> Department of Information and Communication Technologies. This dataset is mainly intended to assess the performance of computational key estimation algorithms in classical music. <strong>2020 note:</strong> The audios are privates. If you don't have the original audio collection, you could create it from your private collection because most of the recordings are well known. To this end, we provide musicbrainz metadata. Moreover, we have added the spectrum and HPCP chromagram of each audio. This dataset can be used with mirdata library:<br> https://github.com/mir-dataset-loaders/mirdata Spectrum features have been computed as is shown here:<br> https://github.com/mir-dataset-loaders/mirdata-notebooks/blob/master/Tonality_classicalDB/ClassicalDB_spectrum_features.ipynb HPCP chromagram has been computed as is shown here:<br> https://github.com/mir-dataset-loaders/mirdata-notebooks/blob/master/Tonality_classicalDB/ClassicalDB_HPCP_features.ipynb Musicbrainz metadata has been computed as is shown here:<br> https://github.com/mir-dataset-loaders/mirdata-notebooks/blob/master/Tonality_classicalDB/ClassicalDB_musicbrainz_metadata.ipynb
DOI: 10.21227/ntth-tw94
title: Thread-based microfluidics under the electron microscope, including ESEM mode: from programmable microstructures to complex functions. Examples for detection of microbuckling, kinking, swelling, turbulence effects etc. using KSA and other techniques. 2

description: See our next articles.
DOI: 10.21227/sm4x-sm27
title: Thread-based microfluidics under the electron microscope, including ESEM mode: from programmable microstructures to complex functions. Examples for detection of microbuckling, kinking, swelling, turbulence effects etc. using KSA and other techniques. 2

description: See our next articles.
DOI: 10.21227/5kkc-r153
title: 25 kVA PFC

description: This dataset is in support of my original research paper " PFC " submitted to "IEEE Transactions on Power Electronics" (https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=63). Paper is under review.This PFC is a three phase and the input source of 25kVA can be any. Here in this case, this 25 kVA is generated from the 25kVA wind turbine.To connect it to any DISCOM around the world, it must have PFC approx 1, which is the purpose of this.
DOI: 10.21227/4dnx-mc91
title: 25 kVA PFC

description: This dataset is in support of my original research paper " PFC " submitted to "IEEE Transactions on Power Electronics" (https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=63). Paper is under review.This PFC is a three phase and the input source of 25kVA can be any. Here in this case, this 25 kVA is generated from the 25kVA wind turbine.To connect it to any DISCOM around the world, it must have PFC approx 1, which is the purpose of this.
DOI: 10.21227/0rq0-8m80
title: Thread-based microfluidics under the electron microscope, including ESEM mode: from programmable microstructures to complex functions. Examples for detection of microbuckling, kinking, swelling, turbulence effects etc. using KSA and other techniques. 2

description: See our next articles.
DOI: 10.25345/c5fj5z
title: MassIVE MSV000086496 - GNPS_High QC synthetic cannabinoids
title: investigation untargeted approach synthetic cannabinoids in oral fluid vDIA x DDA
DOI: 10.5281/zenodo.4284020
title: Data and Code: No support for the genetic hypothesis of the Black-white achievement gap using polygenic scores and tests for divergent selection

description: Data and Code for article "No support for the genetic hypothesis of the Black-white achievement gap using polygenic scores and tests for divergent selection"
description: See ReadMe for more details
DOI: 10.5281/zenodo.3835143
title: Data and Code: No support for the genetic hypothesis of the Black-white achievement gap using polygenic scores and tests for divergent selection

description: Data and Code for article "No support for the genetic hypothesis of the Black-white achievement gap using polygenic scores and tests for divergent selection"
description: See ReadMe for more details
DOI: 10.21227/eean-5856
title: Towards the multi-layer and sandwitch converting microfluidics based on artificial leather (artificial skin) composite materials

description: See our next articles.
DOI: 10.21227/bhgb-fd80
title: Towards the multi-layer and sandwitch converting microfluidics based on artificial leather (artificial skin) composite materials

description: See our next articles.
DOI: 10.5517/ccdc.csd.cc24bnms
title: CCDC 1976455: Experimental Crystal Structure Determination

description: Related Article: Christian Muhl, Lydia Zengerling, Jonathan Groß, Paul Eckhardt, Till Opatz, Pol Besenius, Matthias Barz|2020|Polym.Chem.|11|6919|doi:10.1039/D0PY01055C
DOI: 10.5517/ccdc.csd.cc24bnnt
title: CCDC 1976456: Experimental Crystal Structure Determination

description: Related Article: Christian Muhl, Lydia Zengerling, Jonathan Groß, Paul Eckhardt, Till Opatz, Pol Besenius, Matthias Barz|2020|Polym.Chem.|11|6919|doi:10.1039/D0PY01055C
DOI: 10.5517/ccdc.csd.cc24tft7
title: CCDC 1990659: Experimental Crystal Structure Determination

description: Related Article: Minghao Zhang, Yisen Yao, Peter J. Stang, Wanxiang Zhao|2020|Angew.Chem.,Int.Ed.|59|20090|doi:10.1002/anie.202008113
DOI: 10.5517/ccdc.csd.cc254mkj
title: CCDC 2000447: Experimental Crystal Structure Determination

description: Related Article: Kuppusamy Santhiya, Shovan K. Sen, Ramalingam Natarajan, Balasubramanian Murugesapandian|2021|Dyes Pigm.|185|108891|doi:10.1016/j.dyepig.2020.108891
DOI: 10.5517/ccdc.csd.cc25lcbh
title: CCDC 2013646: Experimental Crystal Structure Determination

description: Related Article: Hongzhi Yang, Tianying Zeng, Shuang Xi, Shengkun Hu, Yunfei Wu, Yefeng Tang|2020|Green Chemistry|22|7023|doi:10.1039/D0GC02347G
DOI: 10.5517/ccdc.csd.cc23nht3
title: CCDC 1956125: Experimental Crystal Structure Determination

description: Related Article: Haitao Li, Ruhui Li, Fang Guo|2020|Inorg.Chem.Front.|7|4452|doi:10.1039/D0QI00850H
DOI: 10.5517/ccdc.csd.cc23nhr1
title: CCDC 1956123: Experimental Crystal Structure Determination

description: Related Article: Haitao Li, Ruhui Li, Fang Guo|2020|Inorg.Chem.Front.|7|4452|doi:10.1039/D0QI00850H
DOI: 10.6084/m9.figshare.7200959
title: ΦCrAss001 represents the most abundant bacteriophage family in the human gut and infects Bacteroides intestinalis

description: Collection of source data files and scripts for the manuscript "ΦCrAss001 represents the most abundant bacteriophage family in the human gut and infects Bacteroides intestinalis" by Shkoporov et al.:"source_data_file.xls" - Source tables, un-cropped gels and images needed to re-create Fig. 3a,b,d,e, Supp. Fig. 3a,b (all XLS tabs labelled accordingly).<br>"figure_3a_MS_spectra.xlsx" - peptide fingerprinting MALDI-TOF MS spectra which underlie protein identification in Fig. 3a.<br>"figure2... .pdb" files - protein structure data in .pdb format needed to re-create Fig. 2"figure3c... .gbk" files - annotated nucleotide sequence files in .gbk format needed to re-create Fig. 3c"figure_1_crAss001_gview_1.7_style.gss" - a GView v1.7 'style' file needed to reproduce Fig. 1"supplementary_figure_1_source.R, supplementary_figure_1_source1.txt, supplementary_figure_1_source2.csv, supplementary_figure_1_source3.csv" - an R script and source data tables needed to reproduce Supp. Fig. 1"supplementary_figure_2_source.R, supplementary_figure_2_source.txt" - an R script and a source data table needed to reproduce Supp. Fig. 2"supplementary_figure_3c_source.R, supplementary_figure_3c_source.txt" - an R script and a source data table needed to reproduce Supp. Fig. 3c
DOI: 10.6084/m9.figshare.7200959.v1
title: ΦCrAss001 represents the most abundant bacteriophage family in the human gut and infects Bacteroides intestinalis

description: Collection of source data files and scripts for the manuscript "ΦCrAss001 represents the most abundant bacteriophage family in the human gut and infects Bacteroides intestinalis" by Shkoporov et al.:"source_data_file.xls" - Source tables, un-cropped gels and images needed to re-create Fig. 3a,b,d,e, Supp. Fig. 3a,b (all XLS tabs labelled accordingly).<br>"figure_3a_MS_spectra.xlsx" - peptide fingerprinting MALDI-TOF MS spectra which underlie protein identification in Fig. 3a.<br>"figure2... .pdb" files - protein structure data in .pdb format needed to re-create Fig. 2"figure3c... .gbk" files - annotated nucleotide sequence files in .gbk format needed to re-create Fig. 3c"figure_1_crAss001_gview_1.7_style.gss" - a GView v1.7 'style' file needed to reproduce Fig. 1"supplementary_figure_1_source.R, supplementary_figure_1_source1.txt, supplementary_figure_1_source2.csv, supplementary_figure_1_source3.csv" - an R script and source data tables needed to reproduce Supp. Fig. 1"supplementary_figure_2_source.R, supplementary_figure_2_source.txt" - an R script and a source data table needed to reproduce Supp. Fig. 2"supplementary_figure_3c_source.R, supplementary_figure_3c_source.txt" - an R script and a source data table needed to reproduce Supp. Fig. 3c
DOI: 10.5281/zenodo.4264980
title: BDRC Educational Affiliation Network Data

description: This set of files contains the edge list, the node list and the list of node attributes used for building the network of educational affiliation in the <em>Biographical Dictionary of Republican China</em> (BDRC). The network contains two categories of nodes: the individuals and the educational institutions they attended. The node attributes file contains two sheet: one for individuals, one for institutions.
description: An interactive version of the network is available online on NDEx: http://public.ndexbio.org/viewer/networks/bb4179e8-22b4-11eb-9e72-0ac135e8bacf
DOI: 10.5281/zenodo.4264979
title: BDRC Educational Affiliation Network Data

description: This set of files contains the edge list, the node list and the list of node attributes used for building the network of educational affiliation in the <em>Biographical Dictionary of Republican China</em> (BDRC). The network contains two categories of nodes: the individuals and the educational institutions they attended. The node attributes file contains two sheet: one for individuals, one for institutions.
description: An interactive version of the network is available online on NDEx: http://public.ndexbio.org/viewer/networks/bb4179e8-22b4-11eb-9e72-0ac135e8bacf
DOI: 10.21227/w3gy-tx35
title: Subjective and Objective Quality Assessment of the SoftCast Video Transmission Scheme

description: SoftCast-based linear video coding and transmission (LVCT) schemes have been proposed as a promising alternative to traditional video coding and transmission schemes in wireless environments. Currently, the performance of LVCT schemes is evaluated by means of traditional objective scores such as PSNR or SSIM. Nevertheless, since the compression is performed in a very different way from traditional coding schemes such as HEVC, visual artifacts are also quite different and deserve to be subjectively assessed. In this paper, we propose a subjective quality assessment of SoftCast, pioneer and standard of the LVCT schemes. This study aims to better understand the tradeoffs between the LVCT parameters that can be tuned to improve the quality. These parameters, including different GoP-sizes, Compression Ratios (CR) and Channel Signal-to-Noise Ratio (CSNR), are used to generate a dataset of 85 videos. A Double Stimulus Impairment Scale (DSIS) test is performed on the received videos to assess the perceived quality. Results show that the key characteristic of SoftCast, the linear relation between CSNR and PSNR, is also observed with the Mean-Opinion Scores (MOS), except at high CSNR where the quality saturates. In addition, Bjøntegaard model is used to quantify the trade-offs between CR, GoP-size and CSNR, depending on the intended application. Finally, the performance of objective metrics compared to the obtained MOS is evaluated. Results show that Multi-Scale SSIM (MS-SSIM), SSIM and Video Multimethod Assessment Fusion (VMAF) metrics offer the best correlation with the MOS values.
DOI: 10.21227/vh03-s560
title: Subjective and Objective Quality Assessment of the SoftCast Video Transmission Scheme

description: SoftCast-based linear video coding and transmission (LVCT) schemes have been proposed as a promising alternative to traditional video coding and transmission schemes in wireless environments. Currently, the performance of LVCT schemes is evaluated by means of traditional objective scores such as PSNR or SSIM. Nevertheless, since the compression is performed in a very different way from traditional coding schemes such as HEVC, visual artifacts are also quite different and deserve to be subjectively assessed. In this paper, we propose a subjective quality assessment of SoftCast, pioneer and standard of the LVCT schemes. This study aims to better understand the tradeoffs between the LVCT parameters that can be tuned to improve the quality. These parameters, including different GoP-sizes, Compression Ratios (CR) and Channel Signal-to-Noise Ratio (CSNR), are used to generate a dataset of 85 videos. A Double Stimulus Impairment Scale (DSIS) test is performed on the received videos to assess the perceived quality. Results show that the key characteristic of SoftCast, the linear relation between CSNR and PSNR, is also observed with the Mean-Opinion Scores (MOS), except at high CSNR where the quality saturates. In addition, Bjøntegaard model is used to quantify the trade-offs between CR, GoP-size and CSNR, depending on the intended application. Finally, the performance of objective metrics compared to the obtained MOS is evaluated. Results show that Multi-Scale SSIM (MS-SSIM), SSIM and Video Multimethod Assessment Fusion (VMAF) metrics offer the best correlation with the MOS values.
DOI: 10.21227/5ykj-t634
title: Subjective and Objective Quality Assessment of the SoftCast Video Transmission Scheme

description: SoftCast-based linear video coding and transmission (LVCT) schemes have been proposed as a promising alternative to traditional video coding and transmission schemes in wireless environments. Currently, the performance of LVCT schemes is evaluated by means of traditional objective scores such as PSNR or SSIM. Nevertheless, since the compression is performed in a very different way from traditional coding schemes such as HEVC, visual artifacts are also quite different and deserve to be subjectively assessed. In this paper, we propose a subjective quality assessment of SoftCast, pioneer and standard of the LVCT schemes. This study aims to better understand the tradeoffs between the LVCT parameters that can be tuned to improve the quality. These parameters, including different GoP-sizes, Compression Ratios (CR) and Channel Signal-to-Noise Ratio (CSNR), are used to generate a dataset of 85 videos. A Double Stimulus Impairment Scale (DSIS) test is performed on the received videos to assess the perceived quality. Results show that the key characteristic of SoftCast, the linear relation between CSNR and PSNR, is also observed with the Mean-Opinion Scores (MOS), except at high CSNR where the quality saturates. In addition, Bjøntegaard model is used to quantify the trade-offs between CR, GoP-size and CSNR, depending on the intended application. Finally, the performance of objective metrics compared to the obtained MOS is evaluated. Results show that Multi-Scale SSIM (MS-SSIM), SSIM and Video Multimethod Assessment Fusion (VMAF) metrics offer the best correlation with the MOS values.
DOI: 10.21227/b2je-ar31
title: Subjective and Objective Quality Assessment of the SoftCast Video Transmission Scheme

description: SoftCast-based linear video coding and transmission (LVCT) schemes have been proposed as a promising alternative to traditional video coding and transmission schemes in wireless environments. Currently, the performance of LVCT schemes is evaluated by means of traditional objective scores such as PSNR or SSIM. Nevertheless, since the compression is performed in a very different way from traditional coding schemes such as HEVC, visual artifacts are also quite different and deserve to be subjectively assessed. In this paper, we propose a subjective quality assessment of SoftCast, pioneer and standard of the LVCT schemes. This study aims to better understand the tradeoffs between the LVCT parameters that can be tuned to improve the quality. These parameters, including different GoP-sizes, Compression Ratios (CR) and Channel Signal-to-Noise Ratio (CSNR), are used to generate a dataset of 85 videos. A Double Stimulus Impairment Scale (DSIS) test is performed on the received videos to assess the perceived quality. Results show that the key characteristic of SoftCast, the linear relation between CSNR and PSNR, is also observed with the Mean-Opinion Scores (MOS), except at high CSNR where the quality saturates. In addition, Bjøntegaard model is used to quantify the trade-offs between CR, GoP-size and CSNR, depending on the intended application. Finally, the performance of objective metrics compared to the obtained MOS is evaluated. Results show that Multi-Scale SSIM (MS-SSIM), SSIM and Video Multimethod Assessment Fusion (VMAF) metrics offer the best correlation with the MOS values.
DOI: 10.21227/aqna-mp85
title: Subjective and Objective Quality Assessment of the SoftCast Video Transmission Scheme

description: SoftCast-based linear video coding and transmission (LVCT) schemes have been proposed as a promising alternative to traditional video coding and transmission schemes in wireless environments. Currently, the performance of LVCT schemes is evaluated by means of traditional objective scores such as PSNR or SSIM. Nevertheless, since the compression is performed in a very different way from traditional coding schemes such as HEVC, visual artifacts are also quite different and deserve to be subjectively assessed. In this paper, we propose a subjective quality assessment of SoftCast, pioneer and standard of the LVCT schemes. This study aims to better understand the tradeoffs between the LVCT parameters that can be tuned to improve the quality. These parameters, including different GoP-sizes, Compression Ratios (CR) and Channel Signal-to-Noise Ratio (CSNR), are used to generate a dataset of 85 videos. A Double Stimulus Impairment Scale (DSIS) test is performed on the received videos to assess the perceived quality. Results show that the key characteristic of SoftCast, the linear relation between CSNR and PSNR, is also observed with the Mean-Opinion Scores (MOS), except at high CSNR where the quality saturates. In addition, Bjøntegaard model is used to quantify the trade-offs between CR, GoP-size and CSNR, depending on the intended application. Finally, the performance of objective metrics compared to the obtained MOS is evaluated. Results show that Multi-Scale SSIM (MS-SSIM), SSIM and Video Multimethod Assessment Fusion (VMAF) metrics offer the best correlation with the MOS values.
DOI: 10.21227/c69c-qv98
title: Subjective and Objective Quality Assessment of the SoftCast Video Transmission Scheme

description: SoftCast-based linear video coding and transmission (LVCT) schemes have been proposed as a promising alternative to traditional video coding and transmission schemes in wireless environments. Currently, the performance of LVCT schemes is evaluated by means of traditional objective scores such as PSNR or SSIM. Nevertheless, since the compression is performed in a very different way from traditional coding schemes such as HEVC, visual artifacts are also quite different and deserve to be subjectively assessed.In this paper, we propose a subjective quality assessment of SoftCast, pioneer and standard of the LVCT schemes. This study aims to better understand the tradeoffs between the LVCT parameters that can be tuned to improve the quality. These parameters, including different GoP-sizes, Compression Ratios (CR) and Channel Signal-to-Noise Ratio (CSNR), are used to generate a dataset of 85 videos. A Double Stimulus Impairment Scale (DSIS) test is performed on the received videos to assess the perceived quality. Results show that the key characteristic of SoftCast, the linear relation between CSNR and PSNR, is also observed with the Mean-Opinion Scores (MOS), except at high CSNR where the quality saturates. In addition, Bjøntegaard model is used to quantify the trade-offs between CR, GoP-size and CSNR, depending on the intended application. Finally, the performance of objective metrics compared to the obtained MOS is evaluated. Results show that Multi-Scale SSIM (MS-SSIM), SSIM and Video Multimethod Assessment Fusion (VMAF) metrics offer the best correlation with the MOS values.
DOI: 10.25345/c59v19
title: MassIVE MSV000086497 - GNPS_High QC synthetic cannabinoids_DDA
title: DDA Synthteic cannabinoids oral fluid untargeted DDA approach
DOI: 10.6084/m9.figshare.13150847.v1
title: Dates Hydroperiod and Salinity Interactions Control Mangrove Root Dynamics in a Karstic Oceanic Island in the Caribbean Sea (San Andres, Colombia)

description: Files correspond to the databases used in the document hydroperiod and Salinity Control Interactions Root Mangrove Dynamics in a Karstic Oceanic Island in the Caribbean Sea (San Andres, Colombia) 1. Regulators salinity, sulfides, redox potential pH, 2. Nitrogen and Phosphorus Resources 3. Root biomass and root production
DOI: 10.34740/kaggle/dsv/1668684
title: Turkey Covid-19 Dataset
DOI: 10.6084/m9.figshare.13270487
title: Microaerobic digestion genome annotation

description: genome annotation
DOI: 10.5281/zenodo.4284073
title: Thiourea and urea in water drops and in the active site of TcDH

description: Thiourea and urea in water drops and in the active site of TcDH. Equilibrium geometry configurations obtained at the QM(PBE0/6-31G**)/MM(AMBER) level of theory. Coordinates of QM subsystems have "qm" in names of PDB files.
DOI: 10.5281/zenodo.4284072
title: Thiourea and urea in water drops and in the active site of TcDH

description: Thiourea and urea in water drops and in the active site of TcDH. Equilibrium geometry configurations obtained at the QM(PBE0/6-31G**)/MM(AMBER) level of theory. Coordinates of QM subsystems have "qm" in names of PDB files.
DOI: 10.6084/m9.figshare.12918698
title: nehirdata.sav

description: This research data belong to my research paper regarding "The relationship between parenting attitudes and perceived narcissism in young adults in Turkey".
DOI: 10.6084/m9.figshare.12918698.v4
title: nehirdata.sav

description: This research data belong to my research paper regarding "The relationship between parenting attitudes and perceived narcissism in young adults in Turkey".
DOI: 10.6084/m9.figshare.12918698.v3
title: nehirdata.sav

description: This research data belong to my research paper regarding "The relationship between parenting attitudes and perceived narcissism in young adults in Turkey".
DOI: 10.5281/zenodo.4284076
title: Europe Road Network extracted from OpenStreetMap data

description: The data extracts of Europe region downloaded on 04/07/2020 was used to create this dataset. From this the <strong>highways</strong> tagged as <strong>motorway, trunk, primary, secondary, tertiary, unclassified</strong> and <strong>residential </strong>are selected and the information was saved as line strings. CRS: WGS84 (EPSG:4326)<br> Files available are in parquet and csv format. Please feel free to convert the files in to desired file formats.
description: Original dataset is from : https://download.geofabrik.de/
description: {"references": ["https://download.geofabrik.de/"]}