cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6425117
title: MuSe-Stress: Emotional Stress Sub-Challenge (MuSe 2022)

description: <strong>Description</strong>: Predicting valence and arousal of individuals in a stressed disposition, as induced by the Trier Social Stress Test (TSST) protocol. Available modalities: audio, video, text and physiological signals (respiratory rate, ECG, BPM). <strong>Labels</strong>: The valence labels are obtained by fusing the ratings of three human annotators. For arousal, in contrast, two human annotations have been fused with the TSST subject's electrodermal activity (EDA) signal in order to obtain a more objective arousal gold standard. Hence, this sub-challenge is <strong>not</strong> identical to the 2021 MuSe-Stress sub-challenge. <strong>Dataset</strong>: MuSe-Stress is based on the Ulm-TSST data set as introduced in the MuSe 2021 challenge. It contains 69 recordings of individuals during a Trier Social Stress Test (TSST). Overall, about 6 hours of recordings are provided. The data is split in a speaker-independent manner with the training data set comprising 41 individuals, development and test each comprising 14 individuals. This split is identical to the split used in the MuSe 2021 challenge. <strong>General</strong>: The 3rd Multimodal Sentiment Analysis Challenge and Workshop (MuSe) 2022 adresses research questions that are of interest to affective computing, machine learning and multimodal signal processing communities and encourages a fusion of their disciplines. The goal of the MuSe workshop and challenge is to gain new insights into the merits of each of the core modalities and to serve as a stimulating environment for the development and evaluation of multimodal affect recognition approaches.
DOI: 10.6084/m9.figshare.19576213
title: STC MeDIPseq, hMeDIPseq, and mRNAseq

description: STC MeDIPseq, hMeDIPseq, and mRNAseq data
DOI: 10.6084/m9.figshare.19576213.v1
title: STC MeDIPseq, hMeDIPseq, and mRNAseq

description: STC MeDIPseq, hMeDIPseq, and mRNAseq data
DOI: 10.6084/m9.figshare.19388427.v1
title: Improvement in fatigue and sleep measures with the dual orexin receptor antagonist lemborexant in adults with insomnia disorder

description: Fatigue is a common symptom in patients with insomnia. This analysis evaluated whether treatment of nighttime symptoms of insomnia with a dual orexin receptor antagonist, lemborexant, might also reduce fatigue. Analyses were conducted of two phase 3 studies of subjects with insomnia disorder. Subjects received placebo, lemborexant 5 mg, or lemborexant 10 mg in the 12-month (6 months placebo-controlled) Study E2006-G000-303 (Study 303: SUNRISE-2) of adults (N = 949; full analysis set [FAS]), and the 1-month, placebo- and active-controlled Study E2006-G000-304 (Study 304; SUNRISE-1) of older adults (females ≥55 years, males ≥65 years) (N = 1006; FAS). Fatigue was assessed using the Fatigue Severity Scale (FSS). Patient-reported sleep onset and maintenance endpoints were analyzed using data from electronic sleep diaries. Lemborexant significantly reduced subject-reported fatigue versus placebo over a 6-month treatment period (FSS total score least-squares mean treatment difference of −2.50 for 5 mg and −2.56 for 10 mg of lemborexant; <i>p</i> 1 month) may be needed for improvements in insomnia-related fatigue. In addition to improving sleep onset and sleep maintenance in subjects with insomnia disorder, lemborexant provides further benefit by reducing daytime fatigue. https://clinicaltrials.gov/ct2/show/NCT02952820 and https://clinicaltrials.gov/ct2/show/NCT02783729 <i>DSM-5</i> = <i>Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition</i>; FSS = Fatigue Severity Scale; ICSD-3 = <i>International Classification of Sleep Disorders, Third Edition</i>; LSM = least squares mean; sSE = subjective sleep efficiency; sSOL = subjective sleep onset latency; sTST = subjective total sleep time; sWASO = subjective sleep after wake onset.
DOI: 10.6084/m9.figshare.19388427
title: Improvement in fatigue and sleep measures with the dual orexin receptor antagonist lemborexant in adults with insomnia disorder

description: Fatigue is a common symptom in patients with insomnia. This analysis evaluated whether treatment of nighttime symptoms of insomnia with a dual orexin receptor antagonist, lemborexant, might also reduce fatigue. Analyses were conducted of two phase 3 studies of subjects with insomnia disorder. Subjects received placebo, lemborexant 5 mg, or lemborexant 10 mg in the 12-month (6 months placebo-controlled) Study E2006-G000-303 (Study 303: SUNRISE-2) of adults (N = 949; full analysis set [FAS]), and the 1-month, placebo- and active-controlled Study E2006-G000-304 (Study 304; SUNRISE-1) of older adults (females ≥55 years, males ≥65 years) (N = 1006; FAS). Fatigue was assessed using the Fatigue Severity Scale (FSS). Patient-reported sleep onset and maintenance endpoints were analyzed using data from electronic sleep diaries. Lemborexant significantly reduced subject-reported fatigue versus placebo over a 6-month treatment period (FSS total score least-squares mean treatment difference of −2.50 for 5 mg and −2.56 for 10 mg of lemborexant; <i>p</i> 1 month) may be needed for improvements in insomnia-related fatigue. In addition to improving sleep onset and sleep maintenance in subjects with insomnia disorder, lemborexant provides further benefit by reducing daytime fatigue. https://clinicaltrials.gov/ct2/show/NCT02952820 and https://clinicaltrials.gov/ct2/show/NCT02783729 <i>DSM-5</i> = <i>Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition</i>; FSS = Fatigue Severity Scale; ICSD-3 = <i>International Classification of Sleep Disorders, Third Edition</i>; LSM = least squares mean; sSE = subjective sleep efficiency; sSOL = subjective sleep onset latency; sTST = subjective total sleep time; sWASO = subjective sleep after wake onset.
DOI: 10.5281/zenodo.6448405
title: Versatile strategy for homogeneous drying patterns of dispersed particles: Matlab code

description: Matlab code of "Versatile strategy for homogeneous drying patterns of dispersed particles"
DOI: 10.5281/zenodo.6448404
title: Versatile strategy for homogeneous drying patterns of dispersed particles: Matlab code

description: Matlab code of "Versatile strategy for homogeneous drying patterns of dispersed particles"
DOI: 10.21227/ya1t-rr63
title: Questionnaire data collection

description: With the popularity of mobile networks and the emergence of 5g networks, China has entered the era of universal live streaming with Pan entertainment, which has promoted live streaming sales and becomes the most effective way of network marketing at present. As an important factor affecting consumers' purchase decisions in the webcast, the streamer has attracted the attention of more and more scholars, and there is still a lack of research on the streamer's impulse buying behavior of consumers. The research aims to explore the influencing factors of streamers on consumers' impulsive purchases in live streaming. The empirical results have important theoretical and practical significance. In the live streaming scenario, based on s-o-r model, this paper constructs the influence model of streamer on consumers' impulsive purchase behavior by consulting literature, collects data by means of questionnaire, and makes an empirical study by using the structural equation model to explore the mechanism of streamer affecting consumers' impulsive purchase behavior. The results show that streamer characteristics (personal charisma, professionalism) and streamer performance (interactivity, entertainment) affect consumers' impulsive purchase behavior by affecting consumers' trust and flow experience.
DOI: 10.5281/zenodo.5873961
title: Data and code for the article "Hierarchical tensile structures with ultralow mechanical dissipation"

description: Data and code for the article "Hierarchical tensile structures with ultralow mechanical dissipation", consisting of all the ringdown measurements, spectra and codes for data analysis and generation of the fabrication GDS masks.
description: This work was supported by funding from the Swiss National Science Foundation under grant agreement no. 182103, the EU H2020 research and innovation programme under grant agreement no.732894 (HOT) and the European Research Council grant no. 835329 (ExCOM-cCEO). N.J.E. acknowledges support from the Swiss National Science Foundation under grant no. 185870 (Ambizione). This work was further supported by the Defense Advanced Research Projects Agency (DARPA), Defense Sciences Office (DSO) contract no. HR00111810003. All samples were fabricated at the Center of MicroNanoTechnology (CMi) at EPFL.
DOI: 10.5281/zenodo.5873960
title: Data and code for the article "Hierarchical tensile structures with ultralow mechanical dissipation"

description: Data and code for the article "Hierarchical tensile structures with ultralow mechanical dissipation", consisting of all the ringdown measurements, spectra and codes for data analysis and generation of the fabrication GDS masks.
description: This work was supported by funding from the Swiss National Science Foundation under grant agreement no. 182103, the EU H2020 research and innovation programme under grant agreement no.732894 (HOT) and the European Research Council grant no. 835329 (ExCOM-cCEO). N.J.E. acknowledges support from the Swiss National Science Foundation under grant no. 185870 (Ambizione). This work was further supported by the Defense Advanced Research Projects Agency (DARPA), Defense Sciences Office (DSO) contract no. HR00111810003. All samples were fabricated at the Center of MicroNanoTechnology (CMi) at EPFL.
DOI: 10.5281/zenodo.6448412
title: Earthquakes worldwide alert

description: Dataset with data from Earthquake Hazard Program with a subset of the latest earthquakes registered since 1984 with a Magnitude of 2.5+
description: {"references": ["https://earthquake.usgs.gov/"]}
DOI: 10.5281/zenodo.6448411
title: Earthquakes worldwide alert

description: Dataset with data from Earthquake Hazard Program with a subset of the latest earthquakes registered since 1984 with a Magnitude of 2.5+
description: {"references": ["https://earthquake.usgs.gov/"]}
DOI: 10.6084/m9.figshare.16530729
title: Data and analysis code from "Consistent predator-prey biomass scaling in complex food webs"

description: Data and analysis code from "Consistent predator-prey biomass scaling in complex food webs"
DOI: 10.6084/m9.figshare.16530729.v5
title: Data and analysis code from "Consistent predator-prey biomass scaling in complex food webs"

description: Data and analysis code from "Consistent predator-prey biomass scaling in complex food webs"
DOI: 10.5281/zenodo.6424150
title: Modeling of protein conformational changes with Rosetta guided by limited experimental data

description: Demos, models and files needed to reproduce results of the paper in the title
description: Acknowledgments: We would like to thank Drs. Jeff Abramson and Aviv Paz for providing us with the outward-facing model of vSGLT, Dr. Christian Altenbach for providing the experimental data for Rhodopsin, and Dr. Marion F. Sauer for fruitful discussions. Authors acknowledge funding by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) through SFB1423, project number 421152132 and the NIH R01 GM080403, R01 GM129261, R01 HL122010, and R01 DA046138
DOI: 10.5281/zenodo.6424149
title: Modeling of protein conformational changes with Rosetta guided by limited experimental data

description: Demos, models and files needed to reproduce results of the paper in the title
description: Acknowledgments: We would like to thank Drs. Jeff Abramson and Aviv Paz for providing us with the outward-facing model of vSGLT, Dr. Christian Altenbach for providing the experimental data for Rhodopsin, and Dr. Marion F. Sauer for fruitful discussions. Authors acknowledge funding by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) through SFB1423, project number 421152132 and the NIH R01 GM080403, R01 GM129261, R01 HL122010, and R01 DA046138
DOI: 10.6084/m9.figshare.19576282.v1
title: Mush ado about the Ratagain Complex, NW Scotland: Insights on Caledonian granitic magmatism and emplacement from magnetic fabric analyses

description: Thermomagnetic results are given in this document.
DOI: 10.6084/m9.figshare.19576282
title: Mush ado about the Ratagain Complex, NW Scotland: Insights on Caledonian granitic magmatism and emplacement from magnetic fabric analyses

description: Thermomagnetic results are given in this document.
DOI: 10.6084/m9.figshare.19576285
title: Mush ado about the Ratagain Complex, NW Scotland: Insights on Caledonian granitic magmatism and emplacement from magnetic fabric analyses

description: Summary of anisotropy of magnetic susceptibility data from the Ratagain Complex are presented in this document.
DOI: 10.6084/m9.figshare.19576285.v1
title: Mush ado about the Ratagain Complex, NW Scotland: Insights on Caledonian granitic magmatism and emplacement from magnetic fabric analyses

description: Summary of anisotropy of magnetic susceptibility data from the Ratagain Complex are presented in this document.
DOI: 10.6084/m9.figshare.19576264.v1
title: EWAS.GlobalAncestry.tar.gz

description: Summary statistics of epigenome-wide association study (EWAS) on self-reported race, global ancestry, and local ancestry.
DOI: 10.6084/m9.figshare.19576293.v1
title: Bayesian Modelling of Sequential Discoveries

description: We aim at modelling the appearance of distinct tags in a sequence of labelled objects. Common examples of this type of data include words in a corpus or distinct species in a sample. These sequential discoveries are often summarised via accumulation curves, which count the number of distinct entities observed in an increasingly large set of objects. We propose a novel Bayesian method for species sampling modelling by directly specifying the probability of a new discovery, therefore allowing for flexible specifications. The asymptotic behavior and finite sample properties of such an approach are extensively studied. Interestingly, our enlarged class of sequential processes includes highly tractable special cases. We present a subclass of models characterized by appealing theoretical and computational properties, including one that shares the same discovery probability with the Dirichlet process. Moreover, due to strong connections with logistic regression models, the latter subclass can naturally account for covariates. We finally test our proposal on both synthetic and real data, with special emphasis on a large fungal biodiversity study in Finland.
DOI: 10.6084/m9.figshare.19576293
title: Bayesian Modelling of Sequential Discoveries

description: We aim at modelling the appearance of distinct tags in a sequence of labelled objects. Common examples of this type of data include words in a corpus or distinct species in a sample. These sequential discoveries are often summarised via accumulation curves, which count the number of distinct entities observed in an increasingly large set of objects. We propose a novel Bayesian method for species sampling modelling by directly specifying the probability of a new discovery, therefore allowing for flexible specifications. The asymptotic behavior and finite sample properties of such an approach are extensively studied. Interestingly, our enlarged class of sequential processes includes highly tractable special cases. We present a subclass of models characterized by appealing theoretical and computational properties, including one that shares the same discovery probability with the Dirichlet process. Moreover, due to strong connections with logistic regression models, the latter subclass can naturally account for covariates. We finally test our proposal on both synthetic and real data, with special emphasis on a large fungal biodiversity study in Finland.
DOI: 10.6084/m9.figshare.19576264.v2
title: Incorporating local ancestry improves identification of ancestry-associated methylation signatures and meQTLs in African Americans

description: Summary statistics of epigenome-wide association study (EWAS) on self-reported race, global ancestry, and local ancestry.
DOI: 10.6084/m9.figshare.19576264.v4
title: Incorporating local ancestry improves identification of ancestry-associated methylation signatures and meQTLs in African Americans

description: Summary statistics of epigenome-wide association study (EWAS) on self-reported race, global ancestry, and local ancestry.
DOI: 10.6084/m9.figshare.19576264
title: Incorporating local ancestry improves identification of ancestry-associated methylation signatures and meQTLs in African Americans

description: Summary statistics of epigenome-wide association study (EWAS) on self-reported race, global ancestry, and local ancestry.
DOI: 10.6084/m9.figshare.19576264.v3
title: Incorporating local ancestry improves identification of ancestry-associated methylation signatures and meQTLs in African Americans

description: Summary statistics of epigenome-wide association study (EWAS) on self-reported race, global ancestry, and local ancestry.
DOI: 10.5281/zenodo.6441878
title: Annotated genome of Pseudomonas sp. MWU12-2345

description: Annotated genome of Pseudomonas sp. MWU12-2345, isolated from peat and sandy bog soils in the Cape Cod National Seashore, Massachusetts.
DOI: 10.5281/zenodo.6441768
title: Annotated genome of Pseudomonas sp. MWU12-2037

description: Annotated genome of Pseudomonas sp. MWU12-2037, isolated from peat and sandy bog soils in the Cape Cod National Seashore, Massachusetts.
DOI: 10.5281/zenodo.6441877
title: Annotated genome of Pseudomonas sp. MWU12-2345

description: Annotated genome of Pseudomonas sp. MWU12-2345, isolated from peat and sandy bog soils in the Cape Cod National Seashore, Massachusetts.
DOI: 10.5281/zenodo.6441767
title: Annotated genome of Pseudomonas sp. MWU12-2037

description: Annotated genome of Pseudomonas sp. MWU12-2037, isolated from peat and sandy bog soils in the Cape Cod National Seashore, Massachusetts.
DOI: 10.5281/zenodo.6448466
title: Criptomonedes_top_capitalització_mercat

description: El dataset conté la informació històrica durant l'últim any, de les 10 criptomonedes amb més capitalització durant el dia 11/04/2022. En aquest dataset, s'observen les columnes següents: - Criptomoneda: Nom de la criptomoneda - Date: Dia del registre - Price: Preu del tancament de la criptomoneda. - Open: Preu d'obertura de la criptomoneda. -- High: Preu màxim de la criptomoneda. - Low: Preu mínim de la criptomoneda. - Vol. : Volum de cotitizació de la criptomoneda. - Change%: Canvi diari del valor de la criptomoneda en %.
DOI: 10.5281/zenodo.6448465
title: Criptomonedes_top_capitalització_mercat

description: El dataset conté la informació històrica durant l'últim any, de les 10 criptomonedes amb més capitalització durant el dia 11/04/2022. En aquest dataset, s'observen les columnes següents: - Criptomoneda: Nom de la criptomoneda - Date: Dia del registre - Price: Preu del tancament de la criptomoneda. - Open: Preu d'obertura de la criptomoneda. -- High: Preu màxim de la criptomoneda. - Low: Preu mínim de la criptomoneda. - Vol. : Volum de cotitizació de la criptomoneda. - Change%: Canvi diari del valor de la criptomoneda en %.
DOI: 10.13012/b2idb-9337369_v1
title: Data for Quantifying transportation energy vulnerability and its spatial patterns in the United States

description: This data set contains all the map data used for "Quantifying transportation energy vulnerability and its spatial patterns in the United States". The multiple dimensions (i.e., exposure, sensitivity, adaptive capacity) of transportation energy vulnerability (TEV) at the census tract level in the United States, the changes in TEV with electric vehicles adoption, and the detailed data for Chicago, Los Angeles, and New York are in the dataset.
DOI: 10.5281/zenodo.6448468
title: Prevision olas Pantin

description: Este archivo contiene información sobre la predicción de las condiciones meteorológicas y de oleaje para la playa de Pantin, desde la fecha de la publicación hasta 12 días después de esta, en diferentes momentos del día.
DOI: 10.5281/zenodo.6448467
title: Prevision olas Pantin

description: Este archivo contiene información sobre la predicción de las condiciones meteorológicas y de oleaje para la playa de Pantin, desde la fecha de la publicación hasta 12 días después de esta, en diferentes momentos del día.
DOI: 10.5281/zenodo.6447977
title: TripAdvisor Hotels review

description: Dataset with different variables scraped from TripAdvisor website (www.tripadvisor.com)
description: {"references": ["TripAdvisor.com"]}
DOI: 10.5281/zenodo.6447976
title: TripAdvisor Hotels review

description: Dataset with different variables scraped from TripAdvisor website (www.tripadvisor.com)
description: {"references": ["TripAdvisor.com"]}
DOI: 10.5517/ccdc.csd.cc22gm4b
title: CCDC 1920671: Experimental Crystal Structure Determination

description: Related Article: Mateusz Kowalik, Joanna Masternak, Jakub Brzeski, Marek Daszkiewicz, Barbara Barszcz|2022|Polyhedron|219|115818|doi:10.1016/j.poly.2022.115818
DOI: 10.5517/ccdc.csd.cc22gm5c
title: CCDC 1920672: Experimental Crystal Structure Determination

description: Related Article: Mateusz Kowalik, Joanna Masternak, Jakub Brzeski, Marek Daszkiewicz, Barbara Barszcz|2022|Polyhedron|219|115818|doi:10.1016/j.poly.2022.115818
DOI: 10.5517/ccdc.csd.cc22gm7f
title: CCDC 1920674: Experimental Crystal Structure Determination

description: Related Article: Mateusz Kowalik, Joanna Masternak, Jakub Brzeski, Marek Daszkiewicz, Barbara Barszcz|2022|Polyhedron|219|115818|doi:10.1016/j.poly.2022.115818
DOI: 10.34740/kaggle/dsv/3444222
title: TheWildProject_Clips
DOI: 10.18739/a2z31nq2h
title: Indigenous Peoples of the Arctic boundary polygons, 2021

description: Indigenous Peoples of the Arctic boundary polygons Greg Fiske at Woodwell Climate Research Center (gfiske@woodwellclimate.org) April 2021 Created for Figure 1.1 in Chapter 1: Introduction: Building Common Interests with Informed Decisionmaking for Sustainability (Paul Arthur Berkman, Oran R. Young, Alexander N. Vylegzhanin, David A. Balton and Ole Øvretveit). IN: Berkman, P.A., Young, O.R., Vylegzhanin, A.N., Balton, D.A. and Øvretveit, O. (eds.). 2022. Building Common Interests in the Arctic Ocean with Global Inclusion. Volume 2. Informed Decisionmaking for Sustainability. Original data created by GRID Arendal, shared by Levi Westerveld (levi.westerveld@grida.no). Updates applied by gereferencing the map at this location: https://www.grida.no/resources/13341 based on advice by Westerveld. Additional spatial edits to each shapefile were based on conversation with Anna Degteva (anna.d.ips@arctic-council.org) at the Arctic Council Indigenous Peoples' Secretariat (https://www.arcticpeoples.com/) who personally requested updates from the six Indigenous Peoples’ Organizations. All but Russian Association of Indigenous Peoples Organization of the North (RAIPON) responded with map edit requests that were incorporated into the shape files that are herein submitted for open access. The edit requests came in the format of hand drawn polygons on top of existing jpg images and/or lists of placenames that should (or should not) be included in each boundary file. Lastly, additional resource maps were shared by Lars Kellerud at GRID Aredal. All efforts were made to accommodate comments and resources provided while editing these layers. These shapefiles were updated with support from the United States National Science Foundation (NSF) through the Arctic/Pan-Arctic Options projects (Award Nos. NSF-OPP 1263819, NSF-ICER 1660449, NSF-ICER 2103490).