cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.3372363
title: EmoSynth: The Emotional Synthetic Audio Dataset

description: The ability of sound to enhance human wellbeing has been known since ancient civilisations, and methods can be found today across domains of health and within a variety of cultures. EmoSynth is a dataset of 144 audio files which have been labelled by 40 listeners for their the perceived emotion, in regards to the dimensions of Valence and Arousal. Results on the dataset show that Arousal does correlate moderately to fundamental frequency, and that the sine waveform is perceived as significantly different to square and sawtooth waveforms when evaluating perceived Arousal. The general results suggest that isolated synthetic audio can be modelled as a means of evoking affective states of emotion. When using this version of the data for a publication, please cite the following study: <pre>@inproceedings{Baird:2018:PEI:3243274.3243277, author = {Baird, Alice and Parada-Cabaleiro, Emilia and Fraser, Cameron and Hantke, Simone and Schuller, Bj\"{o}rn}, title = {The Perceived Emotion of Isolated Synthetic Audio: The EmoSynth Dataset and Results}, booktitle = {Proceedings of the Audio Mostly 2018 on Sound in Immersion and Emotion}, series = {AM'18}, year = {2018}, isbn = {978-1-4503-6609-0}, location = {Wrexham, United Kingdom}, pages = {7:1--7:8}, articleno = {7}, numpages = {8}, url = {http://doi.acm.org/10.1145/3243274.3243277}, doi = {10.1145/3243274.3243277}, acmid = {3243277}, publisher = {ACM}, address = {New York, NY, USA}, keywords = {affective computing, perception, sound healing, synthetic audio, wellbeing}, } </pre>
description: This work is funded by the Bavarian State Ministry of Education, Science and the Arts in the framework of the Centre Digitisation.Bavaria (ZD.B).
DOI: 10.5281/zenodo.3372751
title: Bangla Natural Language Image to Text (BNLIT)

description: We represented a new Bangla dataset with a Hybrid Recurrent Neural Network model which generated Bangla natural language description of images. This dataset achieved by a large number of images with classification and containing natural language process of images. We conducted experiments on our self-made Bangla Natural Language Image to Text (BNLIT) dataset. Our dataset contained 8,743 images. We made this dataset using Bangladesh perspective images. We used one annotation for each image. In our repository, we added two types of pre-processed data which is 224 × 224 and 500 × 375 respectively alongside annotations of full dataset. We also added CNN features file of whole dataset in our repository which is features.pkl.
DOI: 10.5281/zenodo.3372752
title: Bangla Natural Language Image to Text (BNLIT)

description: We represented a new Bangla dataset with a Hybrid Recurrent Neural Network model which generated Bangla natural language description of images. This dataset achieved by a large number of images with classification and containing natural language process of images. We conducted experiments on our self-made Bangla Natural Language Image to Text (BNLIT) dataset. Our dataset contained 8,743 images. We made this dataset using Bangladesh perspective images. We used one annotation for each image. In our repository, we added two types of pre-processed data which is 224 × 224 and 500 × 375 respectively alongside annotations of full dataset. We also added CNN features file of whole dataset in our repository which is features.pkl.
DOI: 10.3886/e111501v1
title: Inquiry-Based Instruction in Science and Mathematics Middle School Classrooms: Examining Its Association with Students’ Attitudes by Gender and Race/Ethnicity

description: This project uses restricted data from the TIMSS 2007 dataset to investigate the link between inquiry-based pedagogical practices and students' attitudes.
DOI: 10.3886/e111501
title: Inquiry-Based Instruction in Science and Mathematics Middle School Classrooms: Examining Its Association with Students’ Attitudes by Gender and Race/Ethnicity

description: This project uses restricted data from the TIMSS 2007 dataset to investigate the link between inquiry-based pedagogical practices and students' attitudes.
DOI: 10.5281/zenodo.3372649
title: Saccades Exert Spatial Control of Motion Processing for Smooth Pursuit Eye Movements

description: Saccades modulate the relationship between visual motion and smooth eye movement. Before a saccade, pursuit eye movements reflect a vector average of motion across the visual field. After a saccade, pursuit primarily reflects the motion of the target closest to the endpoint of the saccade. We tested the hypothesis that the saccade produces a spatial weighting of motion around the endpoint of the saccade. Using a moving pursuit stimulus that stepped to a new spatial location just before a targeting saccade, we controlled the distance between the endpoint of the saccade and the position of the moving target. We demonstrate that the smooth eye velocity following the targeting saccade weights the presaccadic visual motion inputs by the distance from their location in space to the endpoint of the saccade, defining the extent of a spatiotemporal filter for driving the eyes. The center of the filter is located at the endpoint of the saccade in space, not at the position of the fovea. The filter is stable in the face of a distracter target, is present for saccades to stationary and moving targets, and affects both the speed and direction of the postsaccadic eye movement. The spatial filter can explain the target-selecting gain change in postsaccadic pursuit, and has intriguing parallels to the process by which perceptual decisions about a restricted region of space are enhanced by attention. The effect of the spatial saccade plan on the pursuit response to a given retinal motion describes the dynamics of a coordinate transformation.
DOI: 10.5281/zenodo.3372650
title: Saccades Exert Spatial Control of Motion Processing for Smooth Pursuit Eye Movements

description: Saccades modulate the relationship between visual motion and smooth eye movement. Before a saccade, pursuit eye movements reflect a vector average of motion across the visual field. After a saccade, pursuit primarily reflects the motion of the target closest to the endpoint of the saccade. We tested the hypothesis that the saccade produces a spatial weighting of motion around the endpoint of the saccade. Using a moving pursuit stimulus that stepped to a new spatial location just before a targeting saccade, we controlled the distance between the endpoint of the saccade and the position of the moving target. We demonstrate that the smooth eye velocity following the targeting saccade weights the presaccadic visual motion inputs by the distance from their location in space to the endpoint of the saccade, defining the extent of a spatiotemporal filter for driving the eyes. The center of the filter is located at the endpoint of the saccade in space, not at the position of the fovea. The filter is stable in the face of a distracter target, is present for saccades to stationary and moving targets, and affects both the speed and direction of the postsaccadic eye movement. The spatial filter can explain the target-selecting gain change in postsaccadic pursuit, and has intriguing parallels to the process by which perceptual decisions about a restricted region of space are enhanced by attention. The effect of the spatial saccade plan on the pursuit response to a given retinal motion describes the dynamics of a coordinate transformation.
DOI: 10.5281/zenodo.3372689
title: Moving-block System Requirements and Formal Models

description: The package includes a set of models for a railway moving-block system: (a) a PDF document named Moving-block Model and Requirements.pdf, which includes a UML model of a moving-block system together with a set of requirements for the system; (b) a set of 9 folders, each one associated to a formal or semi-formal development tool. Each folder contains one or more model of the moving-block system from (a), developed by means of the tool. The models were developed using the following tool versions. Other versions may still open and verify the models. Simulink (2017b) UMC (4.7) UPPAAL SMC (4.1.4) Atelier B (4.2.1) ProB (1.10.2018) NuSMV (2.6.0) SPIN (6.4.9) CADP (2019-a) FDR4 (4.2.3)
DOI: 10.5281/zenodo.3372690
title: Moving-block System Requirements and Formal Models

description: The package includes a set of models for a railway moving-block system: (a) a PDF document named Moving-block Model and Requirements.pdf, which includes a UML model of a moving-block system together with a set of requirements for the system; (b) a set of 9 folders, each one associated to a formal or semi-formal development tool. Each folder contains one or more model of the moving-block system from (a), developed by means of the tool. The models were developed using the following tool versions. Other versions may still open and verify the models. Simulink (2017b) UMC (4.7) UPPAAL SMC (4.1.4) Atelier B (4.2.1) ProB (1.10.2018) NuSMV (2.6.0) SPIN (6.4.9) CADP (2019-a) FDR4 (4.2.3)
DOI: 10.5281/zenodo.3372791
title: Characteristics and Processing of Hydrogen Treated Copper Powders for EB-PBF Additive Manufacturing

description: Supplemental videos for article titled "Characteristics and Processing of Hydrogen Treated Copper Powders for EB-PBF Additive Manufacturing" in Applied Sciences
DOI: 10.5281/zenodo.3372792
title: Characteristics and Processing of Hydrogen Treated Copper Powders for EB-PBF Additive Manufacturing

description: Supplemental videos for article titled "Characteristics and Processing of Hydrogen Treated Copper Powders for EB-PBF Additive Manufacturing" in Applied Sciences
DOI: 10.26186/5d5c79cdbfcb4
title: Bynoe Harbour Habitat Mapping Survey 2016: High resolution bathymetry grid

description: Bynoe Harbour Habitat Mapping Survey 2016: High resolution bathymetry grid
DOI: 10.5061/dryad.hg4873q/1
title: Dryad Item 10.5061/DRYAD.HG4873Q/1

description: (:tba)
DOI: 10.5061/dryad.hg4873q/2
title: Dryad Item 10.5061/DRYAD.HG4873Q/2

description: (:tba)
DOI: 10.5061/dryad.hg4873q/3
title: Dryad Item 10.5061/DRYAD.HG4873Q/3

description: (:tba)
DOI: 10.5061/dryad.hg4873q/4
title: Dryad Item 10.5061/DRYAD.HG4873Q/4

description: (:tba)
DOI: 10.5061/dryad.hg4873q/5
title: Dryad Item 10.5061/DRYAD.HG4873Q/5

description: (:tba)
DOI: 10.5281/zenodo.3372788
title: Mitigating Network Noise on Dragonfly Networks through Application-Aware Routing (code, data and scripts to reproduce paper results)

description: This repository contains the data, code, and scripts required to reproduce the results of the paper "Mitigating Network Noise on Dragonfly Networks through Application-Aware Routing" by Daniele De Sensi, Salvatore Di Girolamo and Torsten Hoefler, presented at the 2019 International Conference for High Performance Computing, Networking, Storage, and Analysis. This repository does not contains the code of the library used to automatically tune the routing algorithm, which can be found at http://doi.org/10.5281/zenodo.3372785
description: {"references": ["D. De Sensi, S. Di Girolamo, T. Hoefler - Mitigating Network Noise on Dragonfly Networks through Application-Aware Routing (2019)"]}
DOI: 10.5281/zenodo.3372789
title: Mitigating Network Noise on Dragonfly Networks through Application-Aware Routing (code, data and scripts to reproduce paper results)

description: This repository contains the data, code, and scripts required to reproduce the results of the paper "Mitigating Network Noise on Dragonfly Networks through Application-Aware Routing" by Daniele De Sensi, Salvatore Di Girolamo and Torsten Hoefler, presented at the 2019 International Conference for High Performance Computing, Networking, Storage, and Analysis. This repository does not contains the code of the library used to automatically tune the routing algorithm, which can be found at http://doi.org/10.5281/zenodo.3372785
description: {"references": ["D. De Sensi, S. Di Girolamo, T. Hoefler - Mitigating Network Noise on Dragonfly Networks through Application-Aware Routing (2019)"]}
DOI: 10.5519/qd.m75mdc1t
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (202 records)
DOI: 10.7910/dvn/iddoyh/ar1rfg
title: ALL Data Combined.tab

description: :unav
DOI: 10.5061/dryad.n5j2h8d/1
title: Dryad Item 10.5061/DRYAD.N5J2H8D/1

description: (:tba)
DOI: 10.5061/dryad.n5j2h8d/2
title: Dryad Item 10.5061/DRYAD.N5J2H8D/2

description: (:tba)
DOI: 10.5061/dryad.n5j2h8d/3
title: Dryad Item 10.5061/DRYAD.N5J2H8D/3

description: (:tba)
DOI: 10.5061/dryad.n5j2h8d/4
title: Dryad Item 10.5061/DRYAD.N5J2H8D/4

description: (:tba)
DOI: 10.26186/5d5c7aaa9b9db
title: Bynoe Harbour Habitat Mapping Survey 2016: High resolution backscatter grid

description: Bynoe Harbour Habitat Mapping Survey 2016: High resolution backscatter grid
DOI: 10.5281/zenodo.3372708
title: Global River Ice Dataset

description: This dataset is public for a manuscript under review. The dataset consists of one csv file containing estimated river ice (length) fraction based on images from USGS Landsat satellite missions. <strong>Documentation for the Global River Ice Dataset</strong> This csv file contains 840,187 records (rows) of river ice length fraction derived from Landsat satellite images. For each river ice fraction, we have the following associated properties:<br> 1. date: The date on which the image was captured (format: YYYY-MM-DD; data type: string)<br> 2. river_ice_fraction: The length fraction of ice cover (format: decimal number; data type: float; range: [0, 1])<br> 3. cloud_fraction: The length fraction of cloud cover (format: decimal number; data type: float; range: [0, 1])<br> 4. topo_shadow: Average topographic shadow along river centerline (format: decimal number; data type: float; range: [0, 1] with 0 meaning fully in shadow)<br> 5. LANDSAT_SCENE_ID: The unique Landsat TOA image identifier (data type: string)<br> 6. PATH: The path of the Landsat image (under WRS-2), roughly related to the longitudinal position of the image (data type: integer)<br> 7. ROW: The row of the Landsat image (under WRS-2), roughly related to the latitudinal position of the image (data type: integer)<br> 8. N_river_pixel: Number of total centerline points intersecting with the Landsat image (data type: integer)<br> 9. N_clear_river_pixel: Number of centerline points free from cloud or cloud shadow cover that intersected with the Landsat image (data type: integer) The dataset used for analysis is a subset (No. of records: 407,542) of this dataset with implementing the following three constraints: \(N\_clear\_river\_pixel ≥ 333\) \(topo\_shadow ≥ 0.95\) \(cloud\_fraction ≤0.25\)
DOI: 10.5281/zenodo.3372709
title: Global River Ice Dataset

description: This dataset is public for a manuscript under review. The dataset consists of one csv file containing estimated river ice (length) fraction based on images from USGS Landsat satellite missions. <strong>Documentation for the Global River Ice Dataset</strong> This csv file contains 840,187 records (rows) of river ice length fraction derived from Landsat satellite images. For each river ice fraction, we have the following associated properties:<br> 1. date: The date on which the image was captured (format: YYYY-MM-DD; data type: string)<br> 2. river_ice_fraction: The length fraction of ice cover (format: decimal number; data type: float; range: [0, 1])<br> 3. cloud_fraction: The length fraction of cloud cover (format: decimal number; data type: float; range: [0, 1])<br> 4. topo_shadow: Average topographic shadow along river centerline (format: decimal number; data type: float; range: [0, 1] with 0 meaning fully in shadow)<br> 5. LANDSAT_SCENE_ID: The unique Landsat TOA image identifier (data type: string)<br> 6. PATH: The path of the Landsat image (under WRS-2), roughly related to the longitudinal position of the image (data type: integer)<br> 7. ROW: The row of the Landsat image (under WRS-2), roughly related to the latitudinal position of the image (data type: integer)<br> 8. N_river_pixel: Number of total centerline points intersecting with the Landsat image (data type: integer)<br> 9. N_clear_river_pixel: Number of centerline points free from cloud or cloud shadow cover that intersected with the Landsat image (data type: integer) The dataset used for analysis is a subset (No. of records: 407,542) of this dataset with implementing the following three constraints: \(N\_clear\_river\_pixel ≥ 333\) \(topo\_shadow ≥ 0.95\) \(cloud\_fraction ≤0.25\)
DOI: 10.17632/p7fjyttbnj.1
title: Data for: An advanced stepwise leaching technique for derivation of initial lead isotope ratios in ancient mafic rocks: A case study of Mesoproterozoic intrusions from the Udzha paleo-rift, Siberian Craton

description: U-Pb isotopic leaching procedure data
DOI: 10.17632/v78b6crwnf.2
title: Data for: The effect of manipulating group task orientation and support for innovation on collaborative creativity in an educational setting

description: This study investigates the effects of group task orientation and support for innovation, two of the four dimensions of group climate identified by West (1990) as instrumental to team creativity, on the creativity of group solutions to a set of open-ended problems. Participants were N=295 high school students in China working in 60 collaborative groups (formed by self-affiliation) to solve four tasks used in prior creativity research. Rewards were used to manipulate the team climate factors of task orientation and support for innovation between groups in a 2 x 2 design. Task orientation, defined as a shared concern with excellence of group performance, was manipulated by informing some groups (but not others) in advance about both monetary and social performance rewards. Support for innovation, the expectation of and support for unique ideas, was manipulated by describing to some groups in advance an aspect of the scoring rule that rewarded originality (defined as unique answers to the tasks). The group responses to the tasks were scored on three dimensions often used to define creativity: fluency, flexibility, and originality. Summary: The data is in the form of an SPSS .sav file. The 295 participants were Chinese high-school students working in N=60 collaborative groups. In this data set, the aggregated group-level data are reported. The data set arises from a 2 x 2 factorial MANOVA design, with 3 summary dependent variables ( AveFluency, AveFlexibility, and AveOriginality) used to measure the creativity of group solutions to four standard creativity tasks. Two independent raters scored the test results on the three outcome dimensions; average results from the two raters were used in our primary analyses. The independent variables (MANOVA factors) are: support for innovation (Support: 0=no, 1=yes) and rewards for excellence (Excellence: 0=no performance rewards, 1=with performance rewards).
DOI: 10.7910/dvn/dzz1zb/hxolul
title: Test-Annotation-Bangla Natural Language Image to Text (BNLIT).txt

description: :unav
DOI: 10.7910/dvn/dzz1zb/okpvse
title: Annotation-Bangla Natural Language Image to Text (BNLIT)-Full Dataset

description: :unav
DOI: 10.7910/dvn/dzz1zb/jzlmwb
title: Bangla Natural Language Image to Text (BNLIT)-Preprocessing and Resizing Dataset-resized-500_375.rar

description: :unav
DOI: 10.7910/dvn/dzz1zb/kzr45d
title: Train-Annotation-Bangla Natural Language Image to Text (BNLIT).txt

description: :unav
DOI: 10.7910/dvn/dzz1zb/ut3dmk
title: Bangla Natural Language Image to Text (BNLIT)-Preprocessing and Resizing Dataset-resized-224_224.rar

description: :unav
DOI: 10.7910/dvn/dzz1zb/xefwjw
title: features.pkl

description: :unav
DOI: 10.5281/zenodo.3372781
title: Gaze-Stabilizing Central Vestibular Neurons Project Asymmetrically to Extraocular Motoneuron Pools

description: <strong>ABSTRACT </strong>Within reflex circuits, specific anatomical projections allow central neurons to relay sensations to effectors that generate movements. A major challenge is to relate anatomical features of central neural populations, such as asymmetric connectivity, to the computations the populations perform. To address this problem, we mapped the anatomy, modeled the function, and discovered a new behavioral role for a genetically defined population of central vestibular neurons in rhombomeres 5–7 of larval zebrafish. First, we found that neurons within this central population project preferentially to motoneurons that move the eyes downward. Concordantly, when the entire population of asymmetrically projecting neurons was stimulated collectively, only downward eye rotations were observed, demonstrating a functional correlate of the anatomical bias. When these neurons are ablated, fish failed to rotate their eyes following either nose-up or nose-down body tilts. This asymmetrically projecting central population thus participates in both upward and downward gaze stabilization. In addition to projecting to motoneurons, central vestibular neurons also receive direct sensory input from peripheral afferents. To infer whether asymmetric projections can facilitate sensory encoding or motor output, we modeled differentially projecting sets of central vestibular neurons. Whereas motor command strength was independent of projection allocation, asymmetric projections enabled more accurate representation of nose-up stimuli. The model shows how asymmetric connectivity could enhance the representation of imbalance during nose-up postures while preserving gaze stabilization performance. Finally, we found that central vestibular neurons were necessary for a vital behavior requiring maintenance of a nose-up posture: swim bladder inflation. These observations suggest that asymmetric connectivity in the vestibular system facilitates representation of ethologically relevant stimuli without compromising reflexive behavior. <strong>SIGNIFICANCE STATEMENT</strong> Interneuron populations use specific anatomical projections to transform sensations into reflexive actions. Here we examined how the anatomical composition of a genetically defined population of balance interneurons in the larval zebrafish relates to the computations it performs. First, we found that the population of interneurons that stabilize gaze preferentially project to motoneurons that move the eyes downward. Next, we discovered through modeling that such projection patterns can enhance the encoding of nose-up sensations without compromising gaze stabilization. Finally, we found that loss of these interneurons impairs a vital behavior, swim bladder inflation, that relies on maintaining a nose-up posture. These observations suggest that anatomical specialization permits neural circuits to represent relevant features of the environment without compromising behavior.