cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5525/gla.researchdata.269
title: Multi-Spectral materials: hybridisation of optical plasmonic filters, a mid infrared metamaterial absorber and a terahertz metamaterial absorber

description: This dataset contains the simulation and experimental files. Also included are the optical and scanning electron micrographs of the fabricated device.
DOI: 10.7912/d2mw20
title: Information sharing networks of maternal caregivers for children with autism spectrum disorders

description: This data was collected as part of my thesis research. The manuscript is available in IUPUIScholarWorks and is titled "The exchange of social support via social networks of maternal caregivers for children with autism spectrum disorders" http://hdl.handle.net/1805/2623
DOI: 10.15128/4f16c2806
title: Improved Raindrop Detection using Combined Shape and Saliency Descriptors with Scene Context Isolation - Evaluation Dataset

description: The presence of raindrop induced image distortion has a significant negative impact on the performance of a wide range of all-weather visual sensing applications including within the increasingly import contexts of visual surveillance and vehicle autonomy. A key part of this problem is robust raindrop detection such that the potential for performance degradation in effected image regions can be identified. Here we address the problem of raindrop detection in colour video imagery using an extended feature descriptor comprising localised shape, saliency and texture information isolated from the overall scene context. This is verified within a bag of visual words feature encoding framework using Support Vector Machine and Random Forest classification to achieve notable 86% detection accuracy with minimal false positives compared to prior work. Our approach is evaluated under a range
of environmental conditions typical of all-weather automotive visual sensing applications.

This is the evaluation data set used in the work and comprises the images and associated ground truth labels used for the results within the paper (doi: 10.1109/ICIP.2015.7351633).
DOI: 10.15468/oe61xp
title: Diglotta mersa (Haliday) and Halobrecta flavipes Thomson, two new species for the Canadian fauna (Coleoptera, Staphylinidae, Aleocharinae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Jan Klimaszewski, Reginald Webster, Volker Assing, Karine Savard (2008): Diglotta mersa (Haliday) and Halobrecta flavipes Thomson, two new species for the Canadian fauna (Coleoptera, Staphylinidae, Aleocharinae). ZooKeys 2: 175-188, DOI: 10.3897/zookeys.2.18
DOI: 10.15128/3n203z084
title: Improved 3D Sparse Maps for High-performance Structure from Motion with Low-cost Omnidirectional Robots - Evaluation Dataset

description: Data set used in research paper doi:10.1109/ICIP.2015.7351744
description: We consider the use of low-budget omnidirectional platforms for 3D mapping and self-localisation. These robots specifically permit rotational motion in the plane around a central axis, with negligible displacement. In addition, low resolution and compressed imagery,
typical of the platform used, results in high level of image noise (σ ∽ 10). We observe highly sparse image feature matches over narrow inter-image baselines. This particular configuration poses a challenge for epipolar geometry extraction and accurate 3D point
triangulation, upon which a standard structure from motion formulation is based. We propose a novel technique for both feature filtering and tracking that solves these problems, via a novel approach to
the management of feature bundles. Noisy matches are efficiently trimmed, and the scarcity of the remaining image features is adequately overcome, generating densely populated maps of highly
accurate and robust 3D image features. The effectiveness of the approach is demonstrated under a variety of scenarios in experiments
conducted with low-budget commercial robots. 

This is the evaluation data set used in the work and comprises the images and associated ground truth measurements used for the results within the paper (doi: 10.1109/ICIP.2015.7351744).
DOI: 10.5281/zenodo.45989
title: Dateset For Article: Pupillary Responses To Infant Facial Expressions

description: Pupil data related to study: <strong>Pupillary responses to infant facial expressions </strong>

Dataset contains "raw" eye-tracking data including timeseries of pupil diameter (.gazedata, SA pupil gazefiles anon.zip). The output of automated pupil analyses are included as Excel files (.xls, SA pupil xls.zip). These have been further restructured for statistical analyses into SPSS data files (.sav, SA pupil  spss.zip). 

Matlab code and SPSS syntax for the analyses have been published and documented in GitHub repository: yrttiahoS/<strong>sa-pupil-analysis</strong>
DOI: 10.5281/zenodo.45756
title: X-Ray Diffraction Images For  Dpf3 Tandem Phd Fingers Co-Crystallized With An Acetylated Histone-Derived Peptide

description: This submission includes a tar archive of bzipped diffraction images recorded with the ADSC Q315r detector at the Advanced Photon Source of Argonne National Laboratory, Structural Biology Center beam line 19-ID. Relevant meta data can be found in the headers of those diffraction images.

Please find below the content of an input file XDS.INP for the program XDS (Kabsch, 2010), which may be used for data reduction. The "NAME_TEMPLATE_OF_DATA_FRAMES=" item inside XDS.INP may need to be edited to point to the location of the downloaded and untarred images.

!!! Paste lines below in to a file named XDS.INP

DETECTOR=ADSC  MINIMUM_VALID_PIXEL_VALUE=1  OVERLOAD= 65000<br>
DIRECTION_OF_DETECTOR_X-AXIS= 1.0 0.0 0.0<br>
DIRECTION_OF_DETECTOR_Y-AXIS= 0.0 1.0 0.0<br>
TRUSTED_REGION=0.0 1.05<br>
MAXIMUM_NUMBER_OF_JOBS=10<br>
ORGX=   1582.82  ORGY=   1485.54<br>
DETECTOR_DISTANCE= 150<br>
ROTATION_AXIS= -1.0 0.0 0.0<br>
OSCILLATION_RANGE=1<br>
X-RAY_WAVELENGTH= 1.2821511<br>
INCIDENT_BEAM_DIRECTION=0.0 0.0 1.0<br>
FRACTION_OF_POLARIZATION=0.90<br>
POLARIZATION_PLANE_NORMAL= 0.0 1.0 0.0<br>
SPACE_GROUP_NUMBER=20<br>
UNIT_CELL_CONSTANTS= 100.030   121.697    56.554    90.000    90.000    90.000<br>
DATA_RANGE=1  180<br>
BACKGROUND_RANGE=1 6<br>
SPOT_RANGE=1 3<br>
SPOT_RANGE=31 33<br>
MAX_CELL_AXIS_ERROR=0.03<br>
MAX_CELL_ANGLE_ERROR=2.0<br>
TEST_RESOLUTION_RANGE=8.0 3.8<br>
MIN_RFL_Rmeas= 50<br>
MAX_FAC_Rmeas=2.0<br>
VALUE_RANGE_FOR_TRUSTED_DETECTOR_PIXELS= 6000 30000<br>
INCLUDE_RESOLUTION_RANGE=50.0 1.7<br>
FRIEDEL'S_LAW= FALSE<br>
STARTING_ANGLE= -100      STARTING_FRAME=1<br>
NAME_TEMPLATE_OF_DATA_FRAMES= ../x247398/t1.0???.img

!!! End of XDS.INP
description: Argonne is operated by UChicago Argonne, LLC, for the U.S. Department of Energy, Office of Biological and Environmental Research under contract DE-AC02-06CH11357. The SGC is a registered charity (number 1097737) that receives funds from AbbVie, Bayer Pharma AG, Boehringer Ingelheim, Canada Foundation for Innovation, Eshelman Institute for Innovation, Genome Canada through Ontario Genomics Institute, Innovative Medicines Initiative (EU/EFPIA) [ULTRA-DD grant no. 115766], Janssen, Merck & Co., Novartis Pharma AG, Ontario Ministry of Economic Development and Innovation, Pfizer, São Paulo Research Foundation-FAPESP, Takeda, and the Wellcome Trust.
DOI: 10.5525/gla.researchdata.270
title: CloPeMa Clothes

description: In order to provide benchmarking data for clothes material/category recognition in free con-figurations , we captured a high quality RGBD clothing dataset using a stereo head system. In our dataset,there are 50 items of clothing from 5 categories:  t-shits, shirts,  sweaters, jeans and towels, of which the material types are: cotton, jaconet, wool, denim, coarse cotton, respectively. Each item of clothing is captured in 21 different random configurations, resulting in a total of 1050 configurations. For each configuration the RGB image, depth map and the segmented mask are provided – both the RGB and depth data are 4 mega-pixels, 3264×4928. This is the first high-resolution free-configuration clothing dataset.
DOI: 10.17866/rd.salford2084281
title: Arm Swing Paper
DOI: 10.17632/322y43x9b7.1
title: Data for "Coercion changes the sense of agency in the human brain". Authored by Emilie A. Caspar, Julia F. Christensen, Axel Cleeremans & Patrick Haggard

description: These data contain the average, for each participant, of interval estimates used in the analysis of sense of agency under coercion. The variables are: participant number, experiment number, the type of harm that the participant was delivering as the agent (financial harm or physical pain), and the average interval estimates (in ms) for four key conditions of the experiment, as described in the publication. The data does NOT contain information for individual TRIALS (such as whether the outcome on a specific trial did or did not actually involve harm), only for the average of all trials in each condition. Full data sheets with trial-level information are obtainable from ecaspar@ulb.ac.be.
DOI: 10.5281/zenodo.44921
title: A Rapid And Versatile Tool For Hiv-1 Drug Resistance Genotyping By Deep Sequencing: Supporting Dataset

description: See file `viral_mixes.md` and [manuscript](http://www.sciencedirect.com/science/article/pii/S0166093416301987).
DOI: 10.5281/zenodo.46005
title: Analysis Of Huntingtin Proteolysis Characteristics (2016/02/11)

description: Open lab notebook write up for project: huntingtin structural studies
DOI: 10.5281/zenodo.45940
title: Efp_Human_Databases: Efp Human Databases

description: eFP Human Databases version 1.0
DOI: 10.5281/zenodo.46045
title: Données De L'Enquête Soha Chez Les Titulaires De Doctorats

description: Ces données portent sur les obstacles de l'adoption du libre accès et de la science ouverte chez les titulaires de doctorat d'Afrique Francophone Subsaharienne.
DOI: 10.5281/zenodo.46051
title: Données De L'Enquête Soha Auprès Des Doctorants

description: Ces données portent sur les obstacles à l'adoption du libre accès et de la science ouverte chez les doctorants d'Afrique francophone subsaharienne.
DOI: 10.5281/zenodo.46008
title: Mass Spectrometry .Raw Files And Methods For Huntingtin Limited Proteolysis (2016/02/11)

description: Open lab notebook for project: huntingtin structural studies
DOI: 10.5281/zenodo.45664
title: Laser Cladding Multispectral Coaxial Monitoring

description: This is the first dataset containing data for some single laser cladding tracks when they were observed with NIR and S/MWIR cameras and different IR filters.
DOI: 10.14469/hpc/251
title: Presentation at the ACS National meeting, San Diego, California.
DOI: 10.15129/9fae8c57-6d24-42cf-93e3-5a88018deb81
title: High bandwidth GaN-based micro-LEDs for multi-Gbps visible light communications

description: This dataset contains 4 files in Matlab .mat format and include everything used on the manuscript. The filenames given are describe the context of the data directly.
Photographs and diagrams are not included, those can be found in the manuscript directly.
DOI: 10.17633/rd.brunel.2115490
title: Data(SIP).rar
DOI: 10.17633/rd.brunel.2115490.v1
title: Data(SIP).rar
DOI: 10.5281/zenodo.46063
title: Pull Request Contributors Analysis Dataset

description: Dataset for the paper: G. Gousios, M.-A. Storey, and A. Bacchelli, “Work Practices and Challenges in Pull-Based Development: The Contributor’s Perspective,” in Proceedings of the 38th International Conference on Software Engineering, 2016.
DOI: 10.4119/unibi/2900684
title: Java Sorting Programs

description: This is a dataset of 126 Java computer programs, all sorting an array of integers in ascending order. The programs have been gathered from the web in 2015 as part of the DFG funded project _Learning Feedback for Dynamic Tutoring Systems_ (FIT) with grant number HA 2719/6-1. It is meant as a benchmark dataset for methods working on clustering and/or classification of structured data (sequences, trees or graphs). For copyright reasons, we can not provide the source code directly. Instead, this dataset contains meta data about the data points as well as pre-calculated distance matrices.
DOI: 10.5525/gla.researchdata.272
title: Comparison of beam generation techniques using a phase only spatial light
modulator
DOI: 10.15129/4d333ede-c299-4d80-9a06-8b61816de91b
title: The Effect of Self-Referential Expectation on Emotional Face Processing

description: This is the dataset accompanying the publication titled 'The Effect of Self-Referential Expectation on Emotional Face Processing' by McKendrick, Butler & Grealy.:

The role of self-relevance has been somewhat neglected in static face processing paradigms but may be important in understanding how emotional faces impact on attention, cognition and affect. The aim of the current study was to investigate the effect of self-relevant primes on processing emotional composite faces. Sentence primes created an expectation of the emotion of the face before sad, happy, neutral or composite face photos were viewed. Eye movements were recorded and subsequent responses measured the cognitive and affective impact of the emotion expressed. Results indicated that primes did not guide attention, but impacted on judgments of valence intensity and self-esteem ratings. Negative self-relevant primes led to the most negative self-esteem ratings, although the effect of the prime was qualified by salient facial features. Self-relevant expectations about the emotion of a face and subsequent attention to a face that is congruent with these expectations strengthened the affective impact of viewing the face.
DOI: 10.15468/noaqrf
title: The giant resin bee making its way west: First record in Kansas (Hymenoptera: Megachilidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Ismael A. Hinojosa-Díaz (2008): The giant resin bee making its way west: First record in Kansas (Hymenoptera: Megachilidae). ZooKeys 1: 67-71, DOI: 10.3897/zookeys.1.17
DOI: 10.17632/2wx8c52ssg.1
title: Selecting Phthalocyanine Polymorphs Using Local Chemical Termination Variations in Copper Iodide

description: Raw data for "Selecting Phthalocyanine Polymorphs Using Local Chemical Termination Variations in Copper Iodide"
DOI: 10.15468/icawfw
title: Species review of the genus Gnypeta Thomson from Canada, Alaska and Greenland (Coleoptera, Staphylinidae, Aleocharinae): systematics, bionomics and distribution

description: This dataset contains the digitized treatments in Plazi based on the original journal article Jan Klimaszewski, Karine Savard, Georges Pelletier, Reginald Webster (2008): Species review of the genus Gnypeta Thomson from Canada, Alaska and Greenland (Coleoptera, Staphylinidae, Aleocharinae): systematics, bionomics and distribution. ZooKeys 2: 11-84, DOI: 10.3897/zookeys.2.4
DOI: 10.15468/dxp1gz
title: A new genus and species of Acaenitini (Hymenoptera, Ichneumonidae, Acaenitinae) from China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Mao-Ling Sheng, Shu-Ping Sun (2010): A new genus and species of Acaenitini (Hymenoptera, Ichneumonidae, Acaenitinae) from China. ZooKeys 49: 87-93, DOI: 10.3897/zookeys.49.408
DOI: 10.15468/dfzcxt
title: Two new species of Aleocharinae (Coleoptera, Staphylinidae) found in fungus gardens of Odontotermes termites (Isoptera, Termitidae, Macrotermitinae) in

description: This dataset contains the digitized treatments in Plazi based on the original journal article Taisuke Kanao, Munetoshi Maruyama, Watana Sakchoowong (2010): Two new species of Aleocharinae (Coleoptera, Staphylinidae) found in fungus gardens of Odontotermes termites (Isoptera, Termitidae, Macrotermitinae) in. ZooKeys 49: 77-86, DOI: 10.3897/zookeys.49.468
DOI: 10.5281/zenodo.46224
title: Replaced: Eos-Data-2016-01: Monte Carlo Pseudo Events For The Decays Bbar -&gt; P Mu X_Nubar, P = D,Pi

description: This dataset has been replaced after an error in the original analytical calculation has been uncovered.

This archive EOS-DATA-2016-01 contains pseudo events of the decays

    Bbar -&gt; P mu X_nubar

where X_nubar is either nubar or (nubar nu nubar), and P = D or pi. The archive<br>
complements the publication EOS-2016-01. The events are stored as binary files<br>
in the HDF5 format.
DOI: 10.5281/zenodo.46079
title: I_Atac_Example_Dataset1

description: Small size example dataset to validate the performance of I-ATAC. Provided compressed files are with artificial names to explain the process and execution steps in simpler way to guide the users.
DOI: 10.5281/zenodo.46252
title: Bermuda Reef Ecosystem Assessment And Mapping Programme: Baseline Coral Reef And Fish Data

description: BREAM: Bermuda Reef Ecosystem Analysis and Mapping Programme, mapped all coral reefs across the Bermuda platform in 2003. We then surveyed over 200 sites for benthic and fish assemblages using the AGRRA.org v4 methods, with local modifications.  See www.bermudaBREAM.org for more information about the baseline monitoring work, or to contact us for additional data and information.

Contributors:

Research Associates:

Jessie Murdoch MSc; Robert Fisher, BFA; Gretchen Goodbody-Gringley, PhD, Matthew Strong BSc; Struan R. Smith PhD

Undergraduate Interns

Taylor Gorham, Anke Moesinger, Molly Sinnott, D’mitri Williams

Graduate Interns

Gerardo Toro-Farmer, Mike Colella, Brittany Huntington, Katherine Yates

Volunteers

Ian Murdoch; Judie Clee; Teddy Gosling; Gil Nolan; Lynn Wolfe

RV Endurance Captain: Tim Hasselbring
description: email tmurdoch@bermudabream.org for additonal data, such as fish by size for ~ 100 species on 10 transects per site using AGRRA transect methods
DOI: 10.5281/zenodo.45232
title: Data From: Effects Of Postglacial Phylogeny And Genetic Diversity On The Growth Variability And Climate Sensitivity Of European Silver Fir

description: The zip file contains almost 2000 tree ring width data in Tucson format (rwl) from 78 sites across the Carpathian Mountains in Europe. In addition, genetic data used in the study are also attached. The datasets were used in the paper on <strong>Effects of postglacial phylogeny and genetic diversity on the growth variability and climate sensitivity of European silver fir </strong>published in Journal of Ecology.
DOI: 10.4119/unibi/2900911
title: A Fault Detection Data Set for Performance Bugs in Component-Based Robotic Systems - Sources

description: A data set for FDI research on event-based robot software systems. We have recorded an HRI scenario with our RoboCup@Home platform and induced diverse faults using a structured method. The recordings include the complete event-based communication of the system as well as detailed performance counters for all system components and exact ground-truth information on the induced faults. This publication includes the original videos and robot communication logs. Exported and continuously maintained exports are available in a different publication.
DOI: 10.4119/unibi/2900912
title: A Fault Detection Data Set for Performance Bugs in Component-Based Robotic Systems

description: A data set for FDI research on event-based robot software systems. We have recorded an HRI scenario with our RoboCup@Home platform and induced diverse faults using a structured method. The recordings include the complete event-based communication of the system as well as detailed performance counters for all system components and exact ground-truth information on the induced faults. This publication provides ready-to-use exported data from the source files published as [A Fault Detection Data Set for Performance Bugs in Component-Based Robotic Systems - Sources](http://doi.org/10.4119/unibi/2900911).
DOI: 10.15468/w3srv1
title: Two new species of Dactylonotus Parent, 1934 (Diptera: Dolichopodidae) from South Africa and a key to Afrotropical species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Igor Ya. Grichanov (2016): Two new species of Dactylonotus Parent, 1934 (Diptera: Dolichopodidae) from South Africa and a key to Afrotropical species. European Journal of Taxonomy 175: 1-9, DOI: 10.5852/ejt.2016.175
DOI: 10.15468/mupycr
title: A new species of Fidelia Friese, 1899 (Hymenoptera, Megachilidae), with a key to the species of the genus

description: This dataset contains the digitized treatments in Plazi based on the original journal article Jessica R. Litman, Connal D. Eardley, Michael Kuhlmann (2016): A new species of Fidelia Friese, 1899 (Hymenoptera, Megachilidae), with a key to the species of the genus. European Journal of Taxonomy 174: 1-18, DOI: 10.5852/ejt.2016.174
DOI: 10.5281/zenodo.46340
title: Mcmc Samples For Gullikson Et. Al. 2016

description: This includes a tarfile with MCMC samples and everything needed to run the 'RealData.ipynb' notebook in the github repository accompanying my paper: 

https://github.com/kgullikson88/BinaryInference
DOI: 10.15468/mqvusq
title: Revision and phylogeny of the Caribbean weevil genus Apotomoderes Dejean, 1834 (Coleoptera, Curculionidae, Entiminae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Nico M. Franz (2010): Revision and phylogeny of the Caribbean weevil genus Apotomoderes Dejean, 1834 (Coleoptera, Curculionidae, Entiminae). ZooKeYs 49: 33-75, DOI: 10.3897/zookeYs.49.303
DOI: 10.12751/g-node.t6vbz9
title: Stimulus size dependence of induced hue changes
DOI: 10.5281/zenodo.46233
title: Reconstruction [C050600B1]

description: single cell Reconstruction

Rattus norvegicus

Brain Location:

Somatosensory cortex hindlimb layer II/III

Cell types:

Layer II/III Large Basket Cell
description: additional notes (method)
Morphological Reconstruction of a Single Cell
Slice Staining for Morphological Cell Reconstruction
Labeling of Cells for Morphological Reconstruction
Slice Extraction for Electrophysiology Experiments
Slice Extraction for Electrophysiology Experiments
ngRepeat: contributor in result.contributors Maria Toledo end ngRepeat: contributor in result.contributors Meystre Julie end ngRepeat: contributor in result.contributors
ngIf: selectedResult === result.id
Species:
ngRepeat: specie in result.species
Rattus norvegicus
end ngRepeat: specie in result.species
end ngIf: selectedResult === result.id ngIf: result.locations.length !== 0 && selectedResult === result.id
Brain Location:
ngRepeat: location in result.locations
Somatosensory cortex hindlimb layer II/III
end ngRepeat: location in result.locations
end ngIf: result.locations.length !== 0 && selectedResult === result.id ngIf: result.classifications.length !== 0
Cell types:
ngRepeat: classification in result.classifications
Layer II/III Large Basket Cell
end ngRepeat: classification in result.classifications
end ngIf: result.classifications.length !== 0 ngIf: result.methods.length !== 0 && selectedResult === result.id
Methods:
ngRepeat: method in result.methods
Morphological Reconstruction of a Single Cell
end ngRepeat: method in result.methods
Slice Staining for Morphological Cell Reconstruction
end ngRepeat: method in result.methods
Labeling of Cells for Morphological Reconstruction
end ngRepeat: method in result.methods
Slice Extraction for Electrophysiology Experiments
end ngRepeat: method in result.methods
Slice Extraction for Electrophysiology Experiments
DOI: 10.5281/zenodo.46266
title: Modeling Of The Nup84 Subcomplex Of The Nuclear Pore Complex

description: These scripts demonstrate the use of IMP, MODELLER, and PMI in the modeling of the Nup84 complex using 286 DSS/EDC chemical cross-links and an electron microscopy (EM) 2D class average.

First, MODELLER is used to generate initial structures for the individual components in the Nup84 complex. Then, IMP is used to model these components using DSS/EDC crosslinks and the electron microscopy 2D class average for the entire Nup84 complex.