cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.2580090
title: TAU Spatial Sound Events 2019 - Ambisonic and Microphone Array, Development Datasets

description: This package consists of two development datasets, <strong>TAU Spatial Sound Events 2019 - Ambisonic</strong> and <strong>TAU Spatial Sound Events 2019 - Microphone Array</strong>. These datasets contain recordings from an identical scene, with <strong>TAU Spatial Sound Events 2019 - Ambisonic</strong> providing four-channel First-Order Ambisonic (FOA) recordings while <strong>TAU Spatial Sound Events 2019 - Microphone Array</strong> provides four-channel directional microphone recordings from a tetrahedral array configuration. Both formats are extracted from the same microphone array. The recordings in the two datasets consist of stationary point sources from multiple sound classes each associated with a temporal onset and offset time, and DOA coordinate represented using azimuth and elevation angle. These development datasets are part of the DCASE 2019 Sound Event Localization and Detection Task.

Both the development set consists of 400, one minute long recordings sampled at 48000 Hz, and divided into four cross-validation splits of 100 recordings each. These recordings were synthesized using spatial room impulse response (IRs) collected from five indoor locations, at 504 unique combinations of azimuth-elevation-distance. Furthermore, in order to synthesize the recordings, the collected IRs were convolved with isolated sound events dataset from DCASE 2016 task 2. Finally, to create a realistic sound scene recording, natural ambient noise collected in the IR recording locations was added to the synthesized recordings such that the average SNR of the sound events was 30 dB.

The IRs were collected in Finland by Tampere University between 12/2017 - 06/2018. The data collection received funding from the European Research Council, grant agreement 637422 EVERYSOUND.

<strong>Download instructions</strong>

The three files,  <strong><em>foa_dev.z01</em></strong>,<strong><em> foa_dev.z02</em></strong> and <strong><em>foa_dev.zip</em></strong>, correspond to audio data of <strong>TAU Spatial Sound Events 2019 - Ambisonic</strong> development dataset.<br>
The two files, <strong><em>mic_dev.z01</em></strong> and, <strong><em>mic_dev.zip</em></strong>, correspond to audio data of <strong>TAU Spatial Sound Events 2019 - Microphone Array</strong> development dataset.<br>
The <strong><em>metadata_dev.zip</em></strong> is the common metadata for both <strong>TAU Spatial Sound Events 2019 - Ambisonic</strong> and <strong>TAU Spatial Sound Events 2019 - Microphone Array</strong> development datasets.

Download the zip files corresponding to the dataset of interest and use your favorite compression tool to unzip these split zip files.<br>
DOI: 10.5281/zenodo.2580091
title: TAU Spatial Sound Events 2019 - Ambisonic and Microphone Array, Development Datasets

description: This package consists of two development datasets, <strong>TAU Spatial Sound Events 2019 - Ambisonic</strong> and <strong>TAU Spatial Sound Events 2019 - Microphone Array</strong>. These datasets contain recordings from an identical scene, with <strong>TAU Spatial Sound Events 2019 - Ambisonic</strong> providing four-channel First-Order Ambisonic (FOA) recordings while <strong>TAU Spatial Sound Events 2019 - Microphone Array</strong> provides four-channel directional microphone recordings from a tetrahedral array configuration. Both formats are extracted from the same microphone array. The recordings in the two datasets consist of stationary point sources from multiple sound classes each associated with a temporal onset and offset time, and DOA coordinate represented using azimuth and elevation angle. These development datasets are part of the DCASE 2019 Sound Event Localization and Detection Task.

Both the development set consists of 400, one minute long recordings sampled at 48000 Hz, and divided into four cross-validation splits of 100 recordings each. These recordings were synthesized using spatial room impulse response (IRs) collected from five indoor locations, at 504 unique combinations of azimuth-elevation-distance. Furthermore, in order to synthesize the recordings, the collected IRs were convolved with isolated sound events dataset from DCASE 2016 task 2. Finally, to create a realistic sound scene recording, natural ambient noise collected in the IR recording locations was added to the synthesized recordings such that the average SNR of the sound events was 30 dB.

The IRs were collected in Finland by Tampere University between 12/2017 - 06/2018. The data collection received funding from the European Research Council, grant agreement 637422 EVERYSOUND.

<strong>Download instructions</strong>

The three files,  <strong><em>foa_dev.z01</em></strong>,<strong><em> foa_dev.z02</em></strong> and <strong><em>foa_dev.zip</em></strong>, correspond to audio data of <strong>TAU Spatial Sound Events 2019 - Ambisonic</strong> development dataset.<br>
The two files, <strong><em>mic_dev.z01</em></strong> and, <strong><em>mic_dev.zip</em></strong>, correspond to audio data of <strong>TAU Spatial Sound Events 2019 - Microphone Array</strong> development dataset.<br>
The <strong><em>metadata_dev.zip</em></strong> is the common metadata for both <strong>TAU Spatial Sound Events 2019 - Ambisonic</strong> and <strong>TAU Spatial Sound Events 2019 - Microphone Array</strong> development datasets.

Download the zip files corresponding to the dataset of interest and use your favorite compression tool to unzip these split zip files.<br>
DOI: 10.1285/i24995835v2017n7p62
title: Cangnolati A., Quando non ci sarò più… Amore, educazione e fede nel testamento di una madre, Aracne, Ariccia (Roma) 2017, pp. 116.
DOI: 10.1285/i24995835v2017n7p65
title: Messina A. (cur.), L'economia nello Stato totalitario fascista, Aracne, Canteramo (Roma) 2017, pp. 236.
DOI: 10.1285/i24995835v2017n7p68
title: Parry M., L'epiteto tradizionale in Omero. Saggio su un problema di stile omerico, introduzione e traduzione a cura di Michele Loré, Ivo Forza editore, Cosenza 2016, pp.232.
DOI: 10.1285/i24995835v2017n7p71
title: Postorino F., Croce e l'ansia di un'alta città, Mimesis, Milano-Udine 2017, pp.212
DOI: 10.1285/i24995835v2017n7p74
title: Referee
DOI: 10.15454/1.5513441633643982e12
title: PROTICdb : project 194
DOI: 10.15454/1.5513447275658428e12
title: PROTICdb : project 195
DOI: 10.5281/zenodo.2578810
title: Human Grasp Dataset for Human Robot Handovers

description: The dataset consists of 278.400 RGB images of size (299, 299).

The images are sorted into the folders:


	Angles
	
		30°, 45°, and 60°
	
	
	Lights
	
		From_Behind, From_Front, and Full_Lighting
	
	
	Objects
	
		Duplo_Block, Highlighter, Plastic_Pear, Table_Tennis_Racket, and Wood_Block
	
	
	Persons
	
		Person_1 to Person_10
	
	
	Other
	
		Default_Configuration, Clutter, and Other_Grasps_And_Interactions
	
	


Each folder contains 11.600 images that have a label in their file name. l=1 for grasp and l=0 for not grasp.
DOI: 10.5281/zenodo.2578811
title: Human Grasp Dataset for Human Robot Handovers

description: The dataset consists of 278.400 RGB images of size (299, 299).

The images are sorted into the folders:


	Angles
	
		30°, 45°, and 60°
	
	
	Lights
	
		From_Behind, From_Front, and Full_Lighting
	
	
	Objects
	
		Duplo_Block, Highlighter, Plastic_Pear, Table_Tennis_Racket, and Wood_Block
	
	
	Persons
	
		Person_1 to Person_10
	
	
	Other
	
		Default_Configuration, Clutter, and Other_Grasps_And_Interactions
	
	


Each folder contains 11.600 images that have a label in their file name. l=1 for grasp and l=0 for not grasp.
DOI: 10.15454/1.5513450036730562e12
title: PROTICdb : project 193
DOI: 10.17632/t2m875c4sb.1
title: Data for: 3500-year western Pacific storm record warns of additional storm activity in a warming warm pool
DOI: 10.17632/ykb39rn322.1
title: The effects of pH, adsorption dosage and initial per- and polyfluoroalkyl substances (PFAS) concentrationon on the adsorption mechanism of PFAS using maize tassel (MT) and chemically activated maize tassel (CAMT) as adsorbents.

description: The adsorption of PFAS using novel adsorbents such as maize tassel and activated carbon produced from maize tassel were evaluated via batch equilibrium experiments investigating the effects of pH, adsorbent dosage and initial contaminant concentration. The findings from these experiments were presented at the 38th International Symposium on Halogenated Persistent Organic Pollutants (DIOXIN 2018) Krakow, Poland in August, 2018. The powerpoint slides of the presentation are attached herein.
DOI: 10.5281/zenodo.2580088
title: Dynamics of Phase Separation from Holography

description: We use holography to develop a physical picture of the real-time evolution of the spinodal instability of a four-dimensional, strongly-coupled gauge theory with a first-order thermal phase transition. The implemented planar symmetry on the gravity side reduces the dynamics to $1+1$ dimensions in the gauge theory. In this dataset, we publish the boundary data of several simulations each in its respective archive. The simulations are all for the same theory as the first evolution of the inhomogeneous triple peak solution published in <strong>arXiv:1703.02948</strong>. They differ in their initial state (initial<strong><em> </em></strong>homogeneous energy density or initial excitation) and longitudinal extent, but are all on a circle in that longitudinal direction due to the periodic boundary condition. Most evolution finish in the preferred universal final state with a single phase separated domain. Their detailed physical analysis can be found in the upcoming paper arXiv:1902.XXXXX. 000_Readme.txt provides a quick explanation on the content of each archive. We also provide an optional Mathematica script to plot properties of the stress tensor.
DOI: 10.18739/a27w6754n
title: LeConte Glacier time-lapse photos, LeConte Glacier, Alaska, 2018
DOI: 10.5281/zenodo.2579648
title: Training data for "Machine learning: classification and regression"

description: The data provided here are part of a Galaxy Training Network tutorial for "Machine learning: classification and regression".
DOI: 10.5281/zenodo.2579649
title: Training data for "Machine learning: classification and regression"

description: The data provided here are part of a Galaxy Training Network tutorial for "Machine learning: classification and regression".
DOI: 10.18112/openneuro.ds001771.v1.0.1
title: InterTVA. A multimodal MRI dataset for the study of inter-individual differences in voice perception and identification.
DOI: 10.5063/f1x34vq4
title: National nutritional diversity and nutrition

description: These data come from Remans et al (Global Food Security 2014). Data are on nutritional diversity of food items aggregated to the national scale, along with national-level human health and socioeconomic indicators.
DOI: 10.25345/c5ns6m
title: MassIVE MSV000083494 - Boundary formation between M.xanthus and its mutant strain
title: Boundary formation between M.xanthus and its mutant strain
DOI: 10.5281/zenodo.2580161
title: Disk replacement log file examples from a very large RAID disk system for predictive maintenance analysis

description: README.txt

Maintenance example belonging to: 

  The MANTIS Book: Cyber Physical System Based Proactive Collaborative Maintenance<br>
  Chapter 9, The Future of Maintenance (2019).<br>
  Lambert Schomaker, Michele Albano, Erkki Jantunen, Luis Lino Ferreira<br>
  River Publishers (DK)<br>
  ISBN: 9788793609853, e-ISBN: 9788793609846, https://doi.org/10.13052/rp-9788793609846

The figure .pdf did not make it into the book. Here are the raw data, processed <br>
logs and .gnu script to produce it.

Data: event logs on disk failure in two racks of a huge RAID disk system (2009-2016).

disks1.raw<br>
disks2.raw

Event logs to RC-filtered time series:<br>
RC-filt-disks-log.c <br>
do-RC-filter-to-make-spikes-more-visible (bash script)<br>
--&gt;<br>
disks1.log<br>
disks2.log

Constant (horizontal line) indicating the level where users experienced system-down time<br>
Disrupted-operations-threshold

disk-replacement-log.gnu<br>
disk-replacement-log.pdf<br>
DOI: 10.5281/zenodo.2580162
title: Disk replacement log file examples from a very large RAID disk system for predictive maintenance analysis

description: README.txt

Maintenance example belonging to: 

  The MANTIS Book: Cyber Physical System Based Proactive Collaborative Maintenance<br>
  Chapter 9, The Future of Maintenance (2019).<br>
  Lambert Schomaker, Michele Albano, Erkki Jantunen, Luis Lino Ferreira<br>
  River Publishers (DK)<br>
  ISBN: 9788793609853, e-ISBN: 9788793609846, https://doi.org/10.13052/rp-9788793609846

The figure .pdf did not make it into the book. Here are the raw data, processed <br>
logs and .gnu script to produce it.

Data: event logs on disk failure in two racks of a huge RAID disk system (2009-2016).

disks1.raw<br>
disks2.raw

Event logs to RC-filtered time series:<br>
RC-filt-disks-log.c <br>
do-RC-filter-to-make-spikes-more-visible (bash script)<br>
--&gt;<br>
disks1.log<br>
disks2.log

Constant (horizontal line) indicating the level where users experienced system-down time<br>
Disrupted-operations-threshold

disk-replacement-log.gnu<br>
disk-replacement-log.pdf<br>
DOI: 10.5281/zenodo.2579677
title: Extra excitation of biceps femoris during neuromuscular electrical stimulation reduces knee medial loading

description: Experimental data.
DOI: 10.5281/zenodo.2580292
title: Binary 2D morphologies of polymer phase separation

description: This dataset was generated through the simulation of a time evolving Cahn -Hilliard equation, describing phase separation in binary polymer blends. Several realizations of the equation were done through different values of volume fractions and binary interaction parameters. Morphologies were outputted at constant time intervals. Fill factor information for each instance has been provided as well.
DOI: 10.5281/zenodo.2580293
title: Binary 2D morphologies of polymer phase separation

description: This dataset was generated through the simulation of a time evolving Cahn -Hilliard equation, describing phase separation in binary polymer blends. Several realizations of the equation were done through different values of volume fractions and binary interaction parameters. Morphologies were outputted at constant time intervals.
DOI: 10.17632/nfnwnv3djk.1
title: Data for: The influence of temperature cycling and pore fluid on tensile strength of chalk

description: This database contains experimental results performed on two different types of chalk investigating the effect of temperature cycling.
DOI: 10.25919/5c782abccb02d
title: Parkes observations for project P986 semester 2018OCTS_07

description: Pulsar survey is one of the top priorities of the Square Kilometer Arrays (SKA). The discovery of pulsars in relativistic binaries, pulsars in binary with black holes and pulsars in the Galactic Center (GC) will improve our understanding of gravity theories, physics of black holes and stellar population and environment in the GC region. However, conventional periodic searches for pulsars are only sensitive to strictly periodic signals with low duty cycles. Although various methods have been developed to search for pulsars in these extreme systems, it is still very challenging and computationally expensive. 

One of the solutions is to find pulsar candidates in radio continuum surveys and then carry out targeted searches (e.g. Frail et al 2017). This technique allows a search over the full field of view while avoiding the need for expensive pixel-by-pixel high time resolution searches. We propose to observe 32 compact, steep spectrum candidates selected from NVSS and TGSS surveys using the Ultra-Wideband Low (UWL) receiver. The frequency coverage (as low as 700MHz) and low system temperature (~20K) of UWL will enable us to carry out a sensitive search of steep spectrum sources.
DOI: 10.5281/zenodo.1494217
title: Data and code for "Clamp-tapering increases the quality factor of stressed nanobeams"

description: Data presented (ringdown traces and Q factor calculations) with codes used to analyze the data and produce the figures for the results in "Clamp-tapering increases the quality factor of stressed nanobeams".
DOI: 10.5281/zenodo.1494218
title: Data and code for "Clamp-tapering increases the quality factor of stressed nanobeams"

description: Data presented (ringdown traces and Q factor calculations) with codes used to analyze the data and produce the figures for the results in "Clamp-tapering increases the quality factor of stressed nanobeams".
DOI: 10.17632/df8j452557.1
title: Data for: The Potential Effect of Bruton’s tyrosine kinase in Refractory Periapical Periodontitis

description: The results of western blot
DOI: 10.3886/e108566v1
title: Multiplex Imbalance

description: We include code used to parse and analyze data, as well as the data used to reconstruct multiplex weighted and signed networks. Finally, we include features that are correlates of dyadic imbalance and useful for Heckman selection in sparse international relations networks.
DOI: 10.3886/e101746v1-10562
title: Campus Safety and Security Survey (CSS)

description: The data are drawn from the OPE Campus Safety and Security Statistics website database to which crime statistics and fire statistics (as of the 2010 data collection) are submitted annually, via a web-based data collection, by all postsecondary institutions that receive Title IV funding (i.e., those that participate in federal student aid programs). This data collection is required by the Jeanne Clery Disclosure of Campus Security Policy and Campus Crime Statistics Act and the Higher Education Opportunity Act.
DOI: 10.15159/phytop.6
title: Lake Peipsi 2011 (Phytoplankton samples)

description: Method: Phytoplankton samples were preserved in Lugol’s (acidified iodine) solution and counted under an inverted microscope (Utermöhl, 1958). 3 ml of preserved sample was settled overnight and counted in random fields or transects. Biovolumes of algal cells, colonies and/or filaments were calculated using assigned geometric shapes dimensions, and converted to biomass assuming the specific density of 1 g cm-3 in accordance with Edler (1979). Approved by CEN on 14 July 2006 “Water quality - Guidance standard on the enumeration of phytoplankton using inverted microscopy (Utermöhl technique)” (CEN 15204, 2006) European Standard EN 15204:2006 Utermöhl, H., 1958. Zur Vervollkommnung der quantitativen Phytoplankton-Methodik. Mitteilungen der Internationale Vereinigung für Theoretische und Angewandte Limnologie 9, 1- 38. Edler, L. (ed.), 1979. Recommendations on methods for marine biological studies in the Baltic Sea. Phytoplankton and chlorophyll. Baltic Marine Biologists WG 9.
DOI: 10.25345/c5qk8x
title: MassIVE MSV000083503 - Analysis of sorted human peripheral blood mononuclear cells by HUNTER (High-efficiency Undecanal-based N Termini EnRichment)
title: Protein N-termini reveal fundamental regulatory mechanisms and their perturbation in disease. We present a robust, sensitive, scalable and automatable method called High-efficiency Undecanal-based N Termini EnRichment (HUNTER) for system-wide identification of thousands of N-termini from minute samples. Identification of distinct N-terminal profiles in human peripheral blood mononuclear sorted cells (B-cells; NK; NKT; monocytes) as one of the applications of HUNTER.
DOI: 10.14459/2019mp1473996
title: Results and Tool-Chain for “Optimal Mode Selection by Cross-Layer Decomposition in D2D Cellular Networks”
DOI: 10.25345/c5ks5m
title: MassIVE MSV000083504 - Analysis of mitochondrial N termini by HUNTER (High-efficiency Undecanal-based N Termini EnRichment)
title: Protein N-termini reveal fundamental regulatory mechanisms and their perturbation in disease. We present a robust, sensitive, scalable and automatable method called High-efficiency Undecanal-based N Termini EnRichment (HUNTER) for system-wide identification of thousands of N-termini from minute samples. Identification of distinct N-terminal profiles in mitochondrial-enriched B-ALL and AML samples as one of the applications of HUNTER. Mitochondria are enriched from 2.5 million cultured B-ALL or primary patient AML cells using pressure cycling (PCT) assisted lysis and differential density centrifugation.
DOI: 10.15159/phytop.7
title: Lake Peipsi 2012 (Phytoplankton samples)

description: Method: Phytoplankton samples were preserved in Lugol’s (acidified iodine) solution and counted under an inverted microscope (Utermöhl, 1958). 3 ml of preserved sample was settled overnight and counted in random fields or transects. Biovolumes of algal cells, colonies and/or filaments were calculated using assigned geometric shapes dimensions, and converted to biomass assuming the specific density of 1 g cm-3 in accordance with Edler (1979). Approved by CEN on 14 July 2006 “Water quality - Guidance standard on the enumeration of phytoplankton using inverted microscopy (Utermöhl technique)” (CEN 15204, 2006) European Standard EN 15204:2006 Utermöhl, H., 1958. Zur Vervollkommnung der quantitativen Phytoplankton-Methodik. Mitteilungen der Internationale Vereinigung für Theoretische und Angewandte Limnologie 9, 1- 38. Edler, L. (ed.), 1979. Recommendations on methods for marine biological studies in the Baltic Sea. Phytoplankton and chlorophyll. Baltic Marine Biologists WG 9.
DOI: 10.21227/2dwz-ec30
title: Full Duplex array

description: Full Duplex Sensor array
DOI: 10.21227/79se-ew57
title: Full Duplex array

description: Full Duplex Sensor array
DOI: 10.3886/e108641v1
title: Baseline to Measure Opportunity to Learn and Academic Language exposure of Teachers’ instruction in Numeracy and Literacy

description: This study intends to measure a baseline of
teachers’ opportunity to learn (OTL) and academic language exposure (ALE) of
children in kindergarten and primary 1 level. In the survey, teachers reported
on their instructional practices in a contextualized setting in their
classroom. Further observations were carried out during demonstrative
sessions.  The data obtained were used to
investigate basic psychometric properties of this survey: specifically, (a) the
distinctness of OTL and ALE or overlapping characteristics in literacy and
numeracy instruction. (b) the match between information reported by teachers in
the survey as well as those collected during the classroom observation.
Measured simultaneously was the CBI to assess teachers’ performance using
Ghana’s contextualized assessment methods.
description: Response Rates: The 29 teachers who responded to the survey out of 32
identified teachers
description: coded on-site observation~~face-to-face interview~~on-site questionnaire~~
description: Qualified teachers in Primary Schools in Eastern Region of Ghana<br>Students in schools located in slums of eastern region of GhanaSmallest Geographic Unit: Individual teacher
description: SamplingThe sample was drawn from a population of schools under the targeted areas in the eastern region. A subset of nursery and primary teachers were further recruited for the purpose of this study. The schools are classified constitute the Zone of Influence (ZOI) of ZE-LEAP. Sample Size Calculation In selecting a sample size representative of the population of the ZOI, the formula of ss=(Z^2*(ρ)*(1-ρ))/∁^2 Where:<br>Z = Z value (1.96 selected for 95% confidence level ) p = percentage picking a choice, (.06 used for sample size needed)c = confidence interval  A confidence level of 95% (Z-value of 1.96) with a corresponding confidence interval (c) of 0.06 resulted in a sample of 25 respondents. However, to accommodate non-responses, an additional 10% sample were further culminating to a sample of 29 respondents. <br>