cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/tf483zkcmb.1
title: Speed, counts, occupancy dataset (Grenoble Traffic Lab)

description: The dataset contains a .mat format containing: 1. rawgtl: Structure containing required information for simulations. miSpeeds: Raw speeds each 15 seconds in all locations (244 days of history) miCounts: Raw counts each 15 seconds in all locations (244 days of history) miOccups: Raw occupancy each 15 seconds in all locations (244 days of history) timeType: Time Format strInitialDate: Starting date strEndDate: Ending date aDays: Dates of data (3rd dimension of miSpeeds, miCounts, miOccups) cstrLocation: Locations of data (2nd dimension of miSpeeds, miCounts, miOccups) Note: Simulations were executed in MATLAB (2015b). the following licenses are required: MATLAB Version 8.6 (R2015b) Statistics and Machine Learning Toolbox Version 10.1 (R2015b) Older versions may work but they are not supported.
DOI: 10.20367/biblioteca_nazionale_marciana_venezia-archivio_dei_possessori
title: Archivio dei possessori

description: The AP is a project collecting data and photographic records of data referring to the owners of the Library’s printed books and manuscripts: bookplates, stamps, ownership and readers’ notes, and binding marks. The project aims at reconstructing the history of the Library’s holdings and of every single item. It is part of a broader project supported by the Marciana focusing on the history of its holdings and collections, as well as on single exemplars, and is linked to the cataloguing of ancient printed books and manuscripts. The software was designed from the outset to integrate data from several libraries. Indeed, the Biblioteca Universitaria di Padova and the Fondazione Giorgio Cini in Venice insert its own data in the AP. The AP includes records provided with free access images and is constantly expanding. It catalogues identified and unidentified owners, in order to facilitate recognition. Although data can be simply consulted by browsing, it is also possible to query the system starting with ownership marks, the owner’s name and shelfmark. Every record indicates one (or more than one) shelfmark and each is linked to its online cataloguing description. Thus, AP consultation is complementary to catalogue consultation. The AP is supplied with a brief “User’s Guide” where common­use abbreviations are also indicated.
DOI: 10.17632/tf483zkcmb.2
title: Speed, counts, occupancy dataset (Grenoble Traffic Lab)

description: The dataset contains a .mat format containing: 1. rawgtl: Structure containing required information for simulations. miSpeeds: Raw speeds each 15 seconds in all locations (244 days of history) miCounts: Raw counts each 15 seconds in all locations (244 days of history) miOccups: Raw occupancy each 15 seconds in all locations (244 days of history) timeType: Time Format strInitialDate: Starting date strEndDate: Ending date aDays: Dates of data (3rd dimension of miSpeeds, miCounts, miOccups) cstrLocation: Locations of data (2nd dimension of miSpeeds, miCounts, miOccups) Note: Simulations were executed in MATLAB (2015b). the following licenses are required: MATLAB Version 8.6 (R2015b) Statistics and Machine Learning Toolbox Version 10.1 (R2015b) Older versions may work but they are not supported.
DOI: 10.6084/m9.figshare.3506327.v1
title: Structural insight into GRIP1-PDZ6 in Alzheimer’s disease: study from protein expression data to molecular dynamics simulations

description: Protein–protein interaction domain, PDZ, plays a critical role in efficient synaptic transmission in brain. Dysfunction of synaptic transmission is thought to be the underlying basis of many neuropsychiatric and neurodegenerative disorders including Alzheimer’s disease (AD). In this study, Glutamate Receptor Interacting Protein1 (GRIP1) was identified as one of the most important differentially expressed, topologically significant proteins in the protein–protein interaction network. To date, very few studies have analyzed the detailed structural basis of PDZ-mediated protein interaction of GRIP1. In order to gain better understanding of structural and dynamic basis of these interactions, we employed molecular dynamics (MD) simulations of GRIP1-PDZ6 dimer bound with Liprin-alpha and GRIP1-PDZ6 dimer alone each with 100 ns simulations. The analyses of MD simulations of Liprin-alpha bound GRIP1-PDZ6 dimer show considerable conformational differences than that of peptide-free dimer in terms of SASA, hydrogen bonding patterns, and along principal component 1 (PC1). Our study also furnishes insight into the structural attunement of the PDZ6 domains of Liprin-alpha bound GRIP1 that is attributed by significant shift of the Liprin-alpha recognition helix in the simulated peptide-bound dimer compared to the crystal structure and simulated peptide-free dimer. It is evident that PDZ6 domains of peptide-bound dimer show differential movements along PC1 than that of peptide-free dimers. Thus, Liprin-alpha also serves an important role in conferring conformational changes along the dimeric interface of the peptide-bound dimer. Results reported here provide information that may lead to novel therapeutic approaches in AD.
DOI: 10.17632/tf483zkcmb.3
title: Speed, counts, occupancy dataset (Grenoble Traffic Lab)

description: The dataset contains a .mat format containing: 1. rawgtl: Structure containing required information for simulations. miSpeeds: Raw speeds each 15 seconds in all locations (244 days of history) miCounts: Raw counts each 15 seconds in all locations (244 days of history) miOccups: Raw occupancy each 15 seconds in all locations (244 days of history) timeType: Time Format strInitialDate: Starting date strEndDate: Ending date aDays: Dates of data (3rd dimension of miSpeeds, miCounts, miOccups) cstrLocation: Locations of data (2nd dimension of miSpeeds, miCounts, miOccups) Note: Simulations were executed in MATLAB (2015b). the following licenses are required: MATLAB Version 8.6 (R2015b) Statistics and Machine Learning Toolbox Version 10.1 (R2015b) Older versions may work but they are not supported.
DOI: 10.17632/fp5dgndj8b.2
title: Fractional viscoelastic model parameters

description: The data was obtained from a research and a fit of data with the software Wolfram Mathematica. The corresponding Materials are: EP NA 952-00 - Equistar Petrothene NA 952-00; EM NTX 101 - Exxon Mobil NTX 101; EM Exact 0201 - Exxon Mobil Exact 0201; EM Exact 3132 - Exxon Mobil Exact 3132; The materials are branched PE. The parameters are from the models: ZFM - Zener Fractional Model; AZFM - Anti-Zener fractional Model; SBM - Scott-Blair Model; KVFM - Kelvin-Voigt Fractional Model; The parameters presented are from Relaxation Modulus and Compliance Creep
DOI: 10.17632/fp5dgndj8b.3
title: Fractional viscoelastic model parameters

description: The data was obtained from a research and a fit of data with the software Wolfram Mathematica. The corresponding Materials are: EP NA 952-00 - Equistar Petrothene NA 952-00; EM NTX 101 - Exxon Mobil NTX 101; EM Exact 0201 - Exxon Mobil Exact 0201; EM Exact 3132 - Exxon Mobil Exact 3132; The materials are branched PE. The parameters are from the models: ZFM - Zener Fractional Model; AZFM - Anti-Zener fractional Model; SBM - Scott-Blair Model; KVFM - Kelvin-Voigt Fractional Model; The parameters presented are from Relaxation Modulus and Compliance Creep
DOI: 10.17632/hzzjxpdfmg.1
title: Rubber agglomerate test with ASTM D 1037

description: In this document we have data of one rubber agglomerate. The rubber agglomerate is chemically formulated by: -Water; -pré-polymer MDI 15% -N=C=O: -rubber grains; Here is showed, a sample tested constituted by 8% MDI pré-polymer, 2/100 water for a total formulated weight around 700 grams. The data was obtained on University of Minho, with the adaptation of ASTM D 1037 for flexible materials with an Instron 4505.
DOI: 10.5281/zenodo.21027
title: Runway Sequencing Benchmarks For Manchester Airport

description: Runway sequencing benchmarks for Manchester Airport for various traffic densities
description: {"references": ["Heuristic search for the coupled runway sequencing and taxiway routing problem", "Una Benlic, Alexander E.I. Brownlee and Edmund K. Burke", "Transportation Research Part C"]}
DOI: 10.5281/zenodo.59203
title: Underlying Data For "Evaluation Of Solvation Free Energies For Small Molecules With The Amoeba Polarizable Force Field"

description: This dataset provides the parameters and results generated for the study "Evaluation of solvation free energies for small molecules with the AMOEBA polarizable force field"

Contents of dataset:<br>
PARAMETERS.tar.gz<br>
A gzipped and tar'd directory with the parameters of all solutes sorted by solvent for AMOEBA and GAFF force field. This parameters directory is distributed to 4 different subdirectories: a)chloroform (21 solutes) b)toluene (21 solutes) c)dmso (6 solutes) d)acetonitrile (6 solutes). Each solvent includes two set of parameters for each solute (AMOEBA and GAFF).

RESULTS.tar.gz<br>
A gzipped and tar'd directory with the solvation free energy results of all solutes in kcal/mol, with AMOEBA and GAFF force fields, for each solvent, in text format. A single set of conditions for a single solute is one row in the text files. The first column represents the experimental data, the remaining columns (2, 3 and 4) correspond to the three repeat simulations.
DOI: 10.5281/zenodo.59149
title: Gr-Plw6-Y07Y11 Electricity Power Loads And Weather Data, Greece, Jan.2007-Dec.2011

description: Dataset: GR-PLW6-Y07Y11

    Electricity Power Loads and Weather data<br>
        Greece, Jan.2007 - Dec.2011<br>
 <br>
            Release Notes

    Copyright (c) 2016 by Harris V. Georgiou

========================================================<br>
   Release:     Jul 30, 2016

   - Version:  1.1a<br>
   - Format:   .mat<br>
========================================================

This file contains important information about the current version of the dataset package. Downloading and using this material hints that you accept the EULA/Terms-of-Use (please read carefully).

We welcome your comments and suggestions.

_______________________________________________<br>
WHAT'S IN THIS PACKAGE?

-  Overview<br>
-  Available file formats<br>
-  Files and Datasets<br>
-  License Agreement

_______________________________________________<br>
OVERVIEW

Power load forecasting is one of the major technical challenges today, especially for urban areas in developed and developing countries. Short-term forecasting is based on the power load data series, as well as localized weather data (e.g. temperature, cloud cover, etc).

The concept of "smart grid" is such an effort for addressing, among other things, the tasks of early detection, emergency response and self-healing of the energy grids in "smart cities".

This package contains two sets of data including five-year power load logs for the entire Greece, as registered by the Independent Power Transmission Operator (IPTO or ADMIE), and eight-year weather data from six measuring stations in areas of major trends in the mainland, as registered by the NOAA Satellite and Information Service (USA).

_______________________________________________

AVAILABLE FILE FORMATS

The datasets are available in the following formats (included):

*.mat    : Matlab/Octave native data file (workspace)
description: For further information see:
* Hellenic Transmission System Operator (HTSO), Unit Production Data:
http://www.desmie.gr/en/operations-data/settlement/unit-production/
* National Oceanic and Atmospheric Administration (NOAA) USA,
Integrated Surface Global Hourly Data (DS3505):
https://data.noaa.gov/dataset/integrated-surface-global-hourly-data
DOI: 10.15468/hua5jc
title: Revision of the stygobiont gastropod genera Plagigeyeria Tomlin, 1930 and Travunijana Grego & Glöer, 2019 (Mollusca; Gastropoda; Moitessieriidae and Hydrobiidae) in Hercegovina and adjacent regions

description: This dataset contains the digitized treatments in Plazi based on the original journal article Grego, Jozef (2020): Revision of the stygobiont gastropod genera Plagigeyeria Tomlin, 1930 and Travunijana Grego & Glöer, 2019 (Mollusca; Gastropoda; Moitessieriidae and Hydrobiidae) in Hercegovina and adjacent regions. European Journal of Taxonomy 691: 1-56, DOI: https://doi.org/10.5852/ejt.2020.691
DOI: 10.5281/zenodo.59256
title: Rpp Game Transformasi

description: RPP Game Transformasi
DOI: 10.17863/cam.880
title: Research data supporting “Multiple seeding of single grain bulk superconductors”

description: Measurements of trapped fields and levitation force of bulk superconductors
description: EPSRC [EP/K02910X/1]
DOI: 10.4225/55/579d55bf09508
title: Kostenki14
DOI: 10.14469/hpc/1144
title: RUWFOE model of two boron units Diels Alder cycloaddition, reactant, H-bonded

description: Gaussian Calculation
DOI: 10.14469/hpc/1145
title: Product, -739.949863 (-32.4) 10.14469/hpc/1145, 10.14469/ch/195288

description: Gaussian Calculation
DOI: 10.5525/gla.researchdata.336
title: Woman Writers' Networks in Spanish Magazines around 1900
DOI: 10.17914/s9.stedwards.3506687
title: Tropospheric Ozone Pollution Project: Austin, Texas

description: This file set contains pressure, temperature, humidity,
 wind, and ozone-related data and data visualizations for weather balloon launches from a specific site. For additional information and visualizations of the data, along 
with interactive maps of the balloons' paths, please see 
http://ir.stedwards.edu/ozone. If you find an instrument package, 
email us the experiment number (found on the outside of the instrument 
package) and location where you found it. NOAA offers a $30 reward for 
mailing the instruments back to them in Boulder. Detailed information 
can be found on the instruments themselves.
DOI: 10.5281/zenodo.59169
title: Texas Archaeology Publications--Network Data

description: This dataset was harvested from Scopus using the search "Texas AND archaeology." These data were then used to generate a citation network used to explain how the work of Texas archaeologists articulates with one another.
DOI: 10.5281/zenodo.59171
title: Interactive Citation Networks For Texas Archaeology

description: This dataset includes the JavaScript used to generate two interactive citation networks. IntNetFig1 includes the network filtered by the giant component and nodes sized by OutDegree, and IntNetFig2 is the same network filtered by a degree of two, nodes sized by Eigenvector Centrality and colored by modularity class.
DOI: 10.5281/zenodo.59173
title: D1D-Trns4 Truly Random Number Seeds With Verified Statistical Quality

description: ========================================================

       Dataset: D1D-TRNS4

    Truly Random Number Seeds with Verified<br>
        Statistical Quality (Jul.2016)<br>
 <br>
            Release Notes

    Copyright (c) 2016 by Harris V. Georgiou

========================================================<br>
   Release:     Jul 31, 2016

   - Version:  1.1a<br>
   - Format:   .wav/.bin<br>
========================================================

<br>
This file contains important information about the current version of the dataset package. Downloading and using this material hints that you accept the EULA/Terms-of-Use (please read carefully).

We welcome your comments and suggestions.

_______________________________________________<br>
WHAT'S IN THIS PACKAGE?

-  Overview<br>
-  Available file formats<br>
-  Files and Datasets<br>
-  License Agreement

_______________________________________________<br>
OVERVIEW

The generation of truly random number streams is a task of fundamental importance in cryptography and computer simulations. The term "truly" refers to the use of a natural phenomenon that is inherently random, e.g. the decay of a radio-active element. Instead, a more practical approach is to use pseudo-random number generators (PRNG) that closely resembles such random process (output), as long as they have a very long period and their initial seed is inherently random. Additionally, some cryptographically strong algorithms, such as hashing/digest or encryption functions can also be used, since they act by design as "entropy diffusers".

This package contains four sets of data that combine (a) truly random sources as seed and (b) cryptography for additional randomness in the output. Specifically, low-quality (noisy) sound recordings of rainfall and RF static are used as input for multiple PGP/GPG encryption steps with random keys. The result is a set of random binary data of very high statistical quality (sizes 690KB-1.27MB), which can be used as-is for one-time pads or as seeds for high-quality PRNG implementations.

The source data is low-quality noisy waveforms: two rainfall samples with (approximately) mean=1.3KHz and stdev=600Hz in both cases; and two RF static samples with (approximately) mean=1.6KHz and stdev=800Hz. These can also be used as-is, but for quality PRNG seeds these raw data have to be properly pre-processed (at least whitened).

The final data are evaluated using the ENT command-line tool and the appropriate statistics in Excel/LibreOffice format. In essence, ENT compares the bit-level statistics of the binary (PGP/GPG) files to the theoretically optimal values if the data are perfectly random.

_______________________________________________<br>
AVAILABLE FILE FORMATS

The datasets are available in the following formats (included):

*.wav    : source sound files (4bit/mono/8kHz/32kbps)<br>
*.bin   : binary files ready for use (PGP/GPG output)
DOI: 10.17863/cam.866
title: Research data supporting "Complex coding and regulatory polymorphisms in a restriction factor determine the susceptibility of Drosophila to viral infection"

description: All data and scripts for Cao et al "Complex coding and regulatory polymorphisms in a restriction factor determine the susceptibility of Drosophila to viral infection." This folder contains R scripts and raw data used in this manuscript.
description: ERC [281668], Cambridge Commonwealth, European & International Trust and China scholarship Council
DOI: 10.14469/hpc/1147
title: TS1_SN2enolate_6 (opt ts freq)

description: Gaussian Calculation
DOI: 10.14469/hpc/1148
title: 1stTS_enolate_7 (opt ts freq)

description: Gaussian Calculation
DOI: 10.17632/48wg7gw78n.1
title: Matata 2005-2009 earthquake sequence relocations

description: Earthquake relocations for the 2005-2009 Matata earthquake sequence. These relocations were derived using the double-difference hypoDD method of Waldhauser and Ellsworth (2000).
DOI: 10.5281/zenodo.57142
title: C57Bl/6J Mouse Hippocampus Ca1 Pyramidal Cell Morphologies

description: title : Reconstruction of hippocampus CA1 cell morphologies

specimen : Mus musculus

sex : male

strain : C57BL/6J

age : post-natal day 13-16

This neuron was recorded and filled with biocytin (3 mg/ml) in a 300 µm thick coronal slice of rat hippocampus, using 2 - 10 MOhm patch pipettes. 3,3′-diaminobenzidine (DAB) was used for revelation. The slice was fixed and the cell reconstructed with Neurolucida using a 100x oil immersion objective.
DOI: 10.5281/zenodo.56621
title: 02341F15-13C

description: This is an item called 02341F15-13C
DOI: 10.5281/zenodo.56655
title: Combat Tb Tuberculosis Genome Annotation Database

description: This is a Neo4j format *M. tuberculosis* reference annotation database. To view it you need a Neo4j (v 2.3) instance. There is a script (<strong>run_db.sh</strong>) that will start a Neo4j instance for you based on this data, using docker. Run that (<strong>bash run_db.sh</strong>) and connect to http://localhost:7474.

The database was created by the COMBAT TB project (http://christoffels.sanbi.ac.za/index.php/projects/combat-tb) at the South African National Bioinformatics Institute (SANBI).<br>
<br>
Authors: Thoba Lose, Peter van Heusden, Ziphozakhe Mashologu, Alan Christoffels .

The COMBAT TB project is funded by the South African Medical Research Council (MRC) and was supported by the South African<br>
Research Chairs Initiative of the Department of Science and Technology and National Research Foundation of South Africa.
DOI: 10.5281/zenodo.59346
title: Data For Improving The Quality Of Quality Judgment By Luan, Tan, And Schooler

description: The four .mat files are the ecological data we collected for the diamond and car tasks. There are three variables in each data file. The first is always the criterion variable (i.e., price for Diamond and fuel efficiency for Car) and the next two are the cue variables. 

The one Excel file contains all experimental data. Each sheet is labeled to identify the particular experiment in which the data come from.
DOI: 10.15128/r2gx41mh849
title: Data for "Cooperative eigenmodes and scattering in 1D atomic arrays"
DOI: 10.5281/zenodo.56652
title: Results Of The Paper "Composition Identification In Ottoman-Turkish Makam Music Using Transposition-Invariant Partial Audio-Score Alignment"

description: This repository contains the composition identification and tonic identification results along with the statistical significance values presented in the paper:

Şentürk, S., & Serra X. (2016). <strong>Composition Identification in Ottoman-Turkish Makam Music Using Transposition-Invariant Partial Audio-Score Alignment.</strong> In Proceedings of 13th Sound and Music Computing Conference (SMC 2016), (pp. XX–XX)., Hamburg, Germany.

Please cite the publication above in any work using this dataset.

For the details of the results, please refer to the paper. For any further information please contact the authors.

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
DOI: 10.5281/zenodo.56358
title: Typical Sensor Defects Dataset

description: Thirteen datasets of sensor values, with one dataset without sensor defects (data_standard.csv). All other datasets are based on the dataset without a defect, with the values of Temp_Sensor_2 modified to simulate different sensor defects:


	Sensor Drift: 1‰/hour (data_drift_0_001.csv), 2.5‰/hour (data_drift_0_0025.csv), 5‰/hour (data_drift_0_005.csv)
	Sensor Offset: 1°C Offset (data_offset_1.csv), 2°Offset (data_offset_2.csv), 5°Offset (data_offset_5.csv)
	Sensor Peaks: 1 Peak/Minute (data_peak_1.csv), 2 Peaks/Minute (data_peak_2.csv), 5 Peaks/Minute (data_peak_5.csv), 10 Peaks/Minute(data_peak_10.csv)
	Sensor Noise: 10 dB SNR (data_noise_10dB.csv), 0 dB SNR (data_noise_0dB.csv)


The datasets are given as comma-separated values in text files. The first column in each file holds time stamps, while the following columns hold the sensor values. The first entry in every column gives the name of the sensor. All datasets are zipped into one file (data.zip).

Additionally attached is configuration data (Configuration.pdf) for the sensor fusion approach that was used to classify the datasets.

For more information please contact the uploader.
DOI: 10.5281/zenodo.56623
title: 02341F15-13C

description: This is an item called 02341F15-13C
DOI: 10.5281/zenodo.49779
title: Dataset For "Accurate Automatic Detection Of Densely Distributed Cell Nuclei In 3D Space", 1 Of 2

description: Data and code associated with "Accurate automatic detection of densely distributed cell nuclei in 3D space" manuscript.

This upload contains the data and code used in the manuscript except for 4D image movie of Data2. The other part of the data will be published as another upload.

"Software" includes code and executable of the image analysis pipeline. "Data" includes microscopy images and grand truth used int the manuscript. The files in Data1.zip and Data1_aligned.zip are the part of the "Data" but were compressed separately because of file size limit. Please  decompress and locate them in appropriate directory according to the instruction in "Data".
description: MD5:
f91973e0eae0040d8e968c470b3aaeeb data.zip
9f37b86da49f6fc09f54e1ea7d0e426d data1.zip
85fe0831ec4ef899da1231f182835344 data1_aligned.zip
be669b7d3d09047f8b00bd0aed4e9216 software.zip
DOI: 10.5281/zenodo.56548
title: Designing An Artificial Golgi Reactor To Achieve Targeted Glycosylation Of Monoclonal Antibodies

description: Mathematical models supporting this publication
DOI: 10.5281/zenodo.56624
title: 02341F15-13C

description: This is an item called 02341F15-13C