cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24566673
title: A Distributed Block-Split Gibbs Sampler with Hypergraph Structure for High-Dimensional Inverse Problems

description: Sampling-based algorithms are classical approaches to perform Bayesian inference in inverse problems. They provide estimators with the associated credibility intervals to quantify the uncertainty on the estimators. Although these methods hardly scale to high dimensional problems, they have recently been paired with optimization techniques, such as proximal and splitting approaches, to address this issue. Such approaches pave the way to distributed samplers, splitting computations to make inference more scalable and faster. We introduce a distributed Split Gibbs sampler (SGS) to efficiently solve such problems involving distributions with multiple smooth and non-smooth functions composed with linear operators. The proposed approach leverages a recent approximate augmentation technique reminiscent of primal-dual optimization methods. It is further combined with a block-coordinate approach to split the primal and dual variables into blocks, leading to a distributed block-coordinate SGS. The resulting algorithm exploits the hypergraph structure of the involved linear operators to efficiently distribute the variables over multiple workers under controlled communication costs. It accommodates several distributed architectures, such as the Single Program Multiple Data and client-server architectures. Experiments on a large image deblurring problem show the performance of the proposed approach to produce high quality estimates with credibility intervals in a small amount of time. Supplementary material to reproduce the experiments is available online.
DOI: 10.6084/m9.figshare.24566673.v1
title: A Distributed Block-Split Gibbs Sampler with Hypergraph Structure for High-Dimensional Inverse Problems

description: Sampling-based algorithms are classical approaches to perform Bayesian inference in inverse problems. They provide estimators with the associated credibility intervals to quantify the uncertainty on the estimators. Although these methods hardly scale to high dimensional problems, they have recently been paired with optimization techniques, such as proximal and splitting approaches, to address this issue. Such approaches pave the way to distributed samplers, splitting computations to make inference more scalable and faster. We introduce a distributed Split Gibbs sampler (SGS) to efficiently solve such problems involving distributions with multiple smooth and non-smooth functions composed with linear operators. The proposed approach leverages a recent approximate augmentation technique reminiscent of primal-dual optimization methods. It is further combined with a block-coordinate approach to split the primal and dual variables into blocks, leading to a distributed block-coordinate SGS. The resulting algorithm exploits the hypergraph structure of the involved linear operators to efficiently distribute the variables over multiple workers under controlled communication costs. It accommodates several distributed architectures, such as the Single Program Multiple Data and client-server architectures. Experiments on a large image deblurring problem show the performance of the proposed approach to produce high quality estimates with credibility intervals in a small amount of time. Supplementary material to reproduce the experiments is available online.
DOI: 10.12751/g-node.bcds1m
title: A developmental increase of inhibition promotes the emergence of hippocampal ripples

description: Dataset of the ephys activity recorded in hippocampal CA1 area (HP) and the medial prefrontal cortex (mPFC) of developing mice (4-12 postnatal days).
description: IsSupplementTo: Pochinok, I., Stöber, T. M., Triesch, J., Chini, M., & Hanganu-Opatz, I. L. (2023). A developmental increase of inhibition promotes the emergence of hippocampal ripples. bioRxiv 2023.08.11.552951. (https://doi.org/10.1101/2023.08.11.552951)
DOI: 10.5519/qd.s53braj6
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.5281/zenodo.10442354
title: Using Hirota's direct method to create superpositions of a cnoidal wave with a soliton
DOI: 10.5281/zenodo.10442355
title: Using Hirota's direct method to create superpositions of a cnoidal wave with a soliton
DOI: 10.5281/zenodo.10442382
title: Solitary foundation or colony fission in ants: an intraspecific study shows that worker presence and number increase colony foundation success

description: Datasets for the paper published in Oecologia entitled "Solitary foundation or colony fission in ants: an intraspecific study shows that worker presence and number increase colony foundation success"

Script_article.R : R code to analyze the data

Data.txt : Growth data

donnees_survie.txt : Survival data

donnees_presence_nid.txt : Data of the presence of queens in the nest
DOI: 10.5281/zenodo.10442381
title: Solitary foundation or colony fission in ants: an intraspecific study shows that worker presence and number increase colony foundation success

description: Datasets for the paper published in Oecologia entitled "Solitary foundation or colony fission in ants: an intraspecific study shows that worker presence and number increase colony foundation success"

Script_article.R : R code to analyze the data

Data.txt : Growth data

donnees_survie.txt : Survival data

donnees_presence_nid.txt : Data of the presence of queens in the nest
DOI: 10.5281/zenodo.10408346
title: Deep soil desiccation hinders nitrate leaching to groundwater in the global largest apple cultivation area
DOI: 10.5281/zenodo.10408347
title: Deep soil desiccation hinders nitrate leaching to groundwater in the global largest apple cultivation area
DOI: 10.6084/m9.figshare.24917232
title: RAW Data on Propolis Research.xlsx

description: This is our raw data linked to publication.
DOI: 10.6084/m9.figshare.24917232.v1
title: RAW Data on Propolis Research.xlsx

description: This is our raw data linked to publication.
DOI: 10.6084/m9.figshare.24917154
title: Data for: Investigating the impact of faculty members’ TPACK on the use of ChatGPT using the extended UTAUT2 model

description: Data for the effect of faculty members’ TPACK between all dimensions of UTAUT factors and Behavioral Intention [Dataset].
DOI: 10.6084/m9.figshare.24917349
title: 20231230_starrydata2

description: All data on Starrydata2, a database of experimental properties in the field of inorganic materials
DOI: 10.6084/m9.figshare.24917349.v1
title: 20231230_starrydata2

description: All data on Starrydata2, a database of experimental properties in the field of inorganic materials
DOI: 10.6084/m9.figshare.24916242
title: The detests of daily depression outpatients for mental diseases and PM<sub>2.5</sub> chemical components in lag days from three Chinese cities: Huizhou, Shenzhen, and Zhaoqing.

description: The detests contain age, gender, treatment date of daily outpatients for mental diseases, including sleep disorder, anxiety, depression, bipolar disorder, schizophrenia as well as PM<sub>2.5</sub> chemical components in lag days from three Chinese cities: Huizhou, Shenzhen, and Zhaoqing.
DOI: 10.25592/uhhfdm.11121
title: Nganasan Spoken Language Corpus (NSLC)

description: <strong>Corpus Citation</strong>

<em>Brykina, Maria - Valentin Gusev - Sándor Szeverényi - Beáta Wagner-Nagy 2018: “Nganasan Spoken Language Corpus (NSLC).” Archived in Hamburger Zentrum für Sprachkorpora. Version 0.2. Publication date 2018-06-12. http://hdl.handle.net/11022/0000-0007-C6F2-8</em>

<strong>Corpus Description</strong>

The Nganasan Spoken Language Corpus, Version 0.2 has been created as part of Corpus based grammatical studies on Nganasan project (supported by the German Research Grant; WA3153/2-1) whose primary goal is to generate a digital, machine-searchable corpus of spoken Nganasan and based on this corpus, to prepare a corpus-based reference grammar of the language.

This project fills basic gaps in the existing research into Nganasan descriptive grammar creating new and more widely accessible materials and information on this lesser known and severely endangered Uralic language.

This second version 0.2 of the corpus is a subcorpus that comprises 177 communications, 136 of which contain an aligned audio recording, with glossed (Toolbox/FLEx) and annotated (EXMARaLDA) transcripts from 57 speakers. All texts have been translated into Russian and English, some also into German. The corpus also contains rich metadata on the communications and speakers.
DOI: 10.25592/uhhfdm.11120
title: Nganasan Spoken Language Corpus (NSLC)

description: <strong>Corpus Citation</strong>

<em>Brykina, Maria - Valentin Gusev - Sándor Szeverényi - Beáta Wagner-Nagy 2018: “Nganasan Spoken Language Corpus (NSLC).” Archived in Hamburger Zentrum für Sprachkorpora. Version 0.2. Publication date 2018-06-12. http://hdl.handle.net/11022/0000-0007-C6F2-8</em>

<strong>Corpus Description</strong>

The Nganasan Spoken Language Corpus, Version 0.2 has been created as part of Corpus based grammatical studies on Nganasan project (supported by the German Research Grant; WA3153/2-1) whose primary goal is to generate a digital, machine-searchable corpus of spoken Nganasan and based on this corpus, to prepare a corpus-based reference grammar of the language.

This project fills basic gaps in the existing research into Nganasan descriptive grammar creating new and more widely accessible materials and information on this lesser known and severely endangered Uralic language.

This second version 0.2 of the corpus is a subcorpus that comprises 177 communications, 136 of which contain an aligned audio recording, with glossed (Toolbox/FLEx) and annotated (EXMARaLDA) transcripts from 57 speakers. All texts have been translated into Russian and English, some also into German. The corpus also contains rich metadata on the communications and speakers.
DOI: 10.25592/uhhfdm.11447
title: WikiEvents Dataset from January 2020 to December 2022

description: WikiEvents is a knowledge graph based dataset for NLP and event-related machine learning tasks.

This dataset includes RDF data in JSON-LD about events between January 2020 and December 2022. It was extracted from the Wikipedia Current events portal, Wikidata, OpenStreetMaps Nominatim and Falcon 2.0. The extractor is available on GitHub under semantic-systems/current-events-to-kg.

The RDF data for each month is split onto four graph modules each:


 The <strong>base</strong> graph module contains events, event summaries with references from named entities to Wikipedia articles.
 The <strong>ohg</strong> graph module with all one-hop graphs (ohg) around the referencend Wikidata entities.
 The <strong>osm</strong> graph module which contains spartial data from OpenStreetMap (OSM).
 The <strong>raw</strong> graph module containing the raw HTML objects of events and article infoboxes.


This repository additionally includes two JSON files with training samples used for entity linking and event-related location extraction. They were created using queries to the WikiEvents dataset uploaded into this repository.
DOI: 10.25592/uhhfdm.11446
title: WikiEvents Dataset from January 2020 to December 2022

description: WikiEvents is a knowledge graph based dataset for NLP and event-related machine learning tasks.

This dataset includes RDF data in JSON-LD about events between January 2020 and December 2022. It was extracted from the Wikipedia Current events portal, Wikidata, OpenStreetMaps Nominatim and Falcon 2.0. The extractor is available on GitHub under semantic-systems/current-events-to-kg.

The RDF data for each month is split onto four graph modules each:


 The <strong>base</strong> graph module contains events, event summaries with references from named entities to Wikipedia articles.
 The <strong>ohg</strong> graph module with all one-hop graphs (ohg) around the referencend Wikidata entities.
 The <strong>osm</strong> graph module which contains spartial data from OpenStreetMap (OSM).
 The <strong>raw</strong> graph module containing the raw HTML objects of events and article infoboxes.


This repository additionally includes two JSON files with training samples used for entity linking and event-related location extraction. They were created using queries to the WikiEvents dataset uploaded into this repository.
DOI: 10.34740/kaggle/dsv/7303820
title: Mahanagar Yatayat Transport Dataset
DOI: 10.34740/kaggle/dsv/7303838
title: MoviesDatasets
DOI: 10.5281/zenodo.10441731
title: MD simulations from "#GotGlycans: Role of N343 Glycosylation on the SARS-CoV-2 S RBD Structure and Co-Receptor Binding Across Variants of Concern

description: This folder contains all the MD simulations (saved in frames of 1 ns in PDB format) analysed and discussed in the paper titled "#GotGlycans: Role of N343 Glycosylation on the SARS-CoV-2 S RBD Structure and Co-Receptor Binding Across Variants of Concern" DOI https://doi.org/10.1101/2023.12.05.570076. The naming reflects the specific variant and the presence ('g' or 'gly') or absence ('ng' or 'nogly') of glycosylation at N343 and N331 sites in the SARS-CoV-2 S RBD. Gaussian accelerated MD simulations are indicated with 'gamd', all others represent conventional (deteriministic) sampling. For all details please refer to the original manuscript.
DOI: 10.5281/zenodo.10441732
title: MD simulations from "#GotGlycans: Role of N343 Glycosylation on the SARS-CoV-2 S RBD Structure and Co-Receptor Binding Across Variants of Concern

description: This folder contains all the MD simulations (saved in frames of 1 ns in PDB format) analysed and discussed in the paper titled "#GotGlycans: Role of N343 Glycosylation on the SARS-CoV-2 S RBD Structure and Co-Receptor Binding Across Variants of Concern" DOI https://doi.org/10.1101/2023.12.05.570076. The naming reflects the specific variant and the presence ('g' or 'gly') or absence ('ng' or 'nogly') of glycosylation at N343 and N331 sites in the SARS-CoV-2 S RBD. Gaussian accelerated MD simulations are indicated with 'gamd', all others represent conventional (deteriministic) sampling. For all details please refer to the original manuscript.
DOI: 10.5281/zenodo.10442555
title: Reproduction Artifact for TACAS 2024 paper "Scalable Tree-based Register Automata Learning"
DOI: 10.5281/zenodo.10442556
title: Reproduction Artifact for TACAS 2024 paper "Scalable Tree-based Register Automata Learning"
DOI: 10.5281/zenodo.10442557
title: Understanding Organizational Commitment and its Factors Influencing the Nurse's Job Satisfaction in Hospitals- A Systematic Literature Review and Further Research Agendas

description: Organizational commitment is a crucial concept when it comes to human resource management and Organizational behavior. It has to do with how much a worker commits to and identifies with the goals, values, and purposes of their company. Elevated levels of Organizational commitment are associated with enhanced job satisfaction, less attrition, and better performance. The expected ideal condition, status, and research deficit are all included in this article. A research agenda is determined by applying the ABCD framework to qualitatively analyze the identified research gap.The paper documents the topic and provides helpful information about it, which will aid future scholars.
DOI: 10.5281/zenodo.10442558
title: Understanding Organizational Commitment and its Factors Influencing the Nurse's Job Satisfaction in Hospitals- A Systematic Literature Review and Further Research Agendas

description: Organizational commitment is a crucial concept when it comes to human resource management and Organizational behavior. It has to do with how much a worker commits to and identifies with the goals, values, and purposes of their company. Elevated levels of Organizational commitment are associated with enhanced job satisfaction, less attrition, and better performance. The expected ideal condition, status, and research deficit are all included in this article. A research agenda is determined by applying the ABCD framework to qualitatively analyze the identified research gap.The paper documents the topic and provides helpful information about it, which will aid future scholars.
DOI: 10.5281/zenodo.10442582
title: Comparative efficacy of nonpharmacological interventions over global cognition in people with mild cognitive impairment and dementia: a systematic review and Bayesian network meta-analysis

description: This database contains information on 122 RCT which compared the effect of different nonpharmacological interventions over global cognition in dementia and mild cognitive impairment.
DOI: 10.5281/zenodo.10442583
title: Comparative efficacy of nonpharmacological interventions over global cognition in people with mild cognitive impairment and dementia: a systematic review and Bayesian network meta-analysis

description: This database contains information on 122 RCT which compared the effect of different nonpharmacological interventions over global cognition in dementia and mild cognitive impairment.
DOI: 10.5281/zenodo.10442442
title: Midway RSS-related files backup (Data, anm2015)
DOI: 10.5281/zenodo.10442441
title: Midway RSS-related files backup (Data, anm2015)
DOI: 10.5281/zenodo.10359904
title: Mapping of valley-splitting by conveyor-mode spin-coherent electron shuttling
DOI: 10.5281/zenodo.10359903
title: Mapping of valley-splitting by conveyor-mode spin-coherent electron shuttling
DOI: 10.26036/cnp0003389
title: Transcriptome analysis of the pika heart tissue

description: High-altitude environments pose intense stresses for living organisms, which has driven striking phenotypic and genetic adaptations. For example, hypoxia resistance, cold tolerance, enhanced metabolic capacity and enhanced body masses. As one of the most successful and dominant mammals on the Qinghai-Tibet Plateau (QHTP), the plateau pika (Ochotona curzoniae) has adapted to the extreme environment on the top of this region and exhibits tolerance to cold and hypoxia, which is in contrast to its closely related species that inhabit the peripheral alpine bush or forests. To explore the potential genetic mechanisms underlying the adaptations of O. curzoniae to a high-altitude environment, we sequenced transcriptomes from the heart tissues of the adult plateau pikas and Gansu pika (O. cansus), the former with comparisons from sites of two different altitudes.
DOI: 10.26036/cnp0003632
title: ESCC-TME-2

description: ESCC-TME-2
DOI: 10.26036/cnp0005121
title: Targeting EMSY-mediated methionine metabolism is a potential therapeutic strategy for triple-negative breast cancer

description: Treatment of triple-negative breast cancer (TNBC) remains challenging. Cancer stem cells (CSCs) are the most intractable subpopulation of TNBC cells, which has associated with a high risk of relapse and poor prognosis. However, eradication of CSCs continues to be difficult. Here, we integrated the multiomics data of our large TNBC cohort (n=360) to identify vital markers of CSCs. We discovered that EMSY, inducing a BRCAness phenotype, was preferentially expressed in breast CSCs, promoted the enrichment of ALDH+ cells and was positively correlated with poor relapse-free survival. Mechanistically, EMSY competitively bound to the Jmjc domain, which was critical for the enzyme activity of the KDM5B-specific H3K4 demethylase to reshape methionine metabolism and promote CSC self-renewal and tumorigenesis in an H3K4 methylation-dependent manner. Moreover, EMSY accumulation in TNBC cells sensitized them to PARP inhibitors against bulk cells and methionine deprivation against CSCs. These findings indicate that clinically relevant eradication of CSCs could be achieved with a strategy that targets CSC-specific vulnerabilities in amino acid metabolism.
DOI: 10.6084/m9.figshare.24917478
title: <b>Research on the Correlation between Firefighters' Lower Limb Explosive Power and Applied Physical Performance</b>

description: bjective: To select 14 firefighters from a certain Fire Brigade of Xuzhou City as the research objects, to explore the correlation between firefighters' lower limb explosive power and nine applied physical fitness, and to provide a scientific basis for the formulating and optimizing firefighters' physical training in China. The results show that, the 60-meter shoulder ladder and 30-meter towing weight test projects have the most significant correlation with the reverse vertical jump performance, while the applied physical fitness test projects that greatly affect the explosive power of the lower limbs are mainly concentrated in the projects that require maximum strength in a short period of time, including 100 meters of load and 100 meters of fire barriers test projects. The study found that there is a significant correlation between the explosive power of firefighters' lower limbs and the short-term and short-distance projects in the applied physical fitness test, which means that the explosive power of the lower limbs plays an important role in short-term, high-intensity rescue operations. However, further analysis is needed on the correlation between long-term projects in the applied physical fitness test, and based on this, suggestions for training programs such as strengthening physical fitness training and optimizing the training structure are put forward.
DOI: 10.5281/zenodo.10442642
title: УЮШГАН ЖИНОЯТЧИЛИК ТУШУНЧАСИ  ВА УНГА ҚАРШИ КУРАШНИНГ АЙРИМ МАСАЛАЛАРИ
DOI: 10.5281/zenodo.10442643
title: УЮШГАН ЖИНОЯТЧИЛИК ТУШУНЧАСИ  ВА УНГА ҚАРШИ КУРАШНИНГ АЙРИМ МАСАЛАЛАРИ
DOI: 10.5281/zenodo.10442652
title: BOSHQARUVLARI GEOMETRIK CHEGARALANISHLI  HOL UCHUN QUVISH-QOCHISH  MASALASI
DOI: 10.5281/zenodo.10442653
title: BOSHQARUVLARI GEOMETRIK CHEGARALANISHLI  HOL UCHUN QUVISH-QOCHISH  MASALASI
DOI: 10.5281/zenodo.10442667
title: PHACELIYA SIDERATINING  TUPROQ UNUMDORLIGINI OSHIRISHDAGI  AHAMIYATI
DOI: 10.5281/zenodo.10442666
title: PHACELIYA SIDERATINING  TUPROQ UNUMDORLIGINI OSHIRISHDAGI  AHAMIYATI
DOI: 10.5281/zenodo.10442630
title: Temporal and Spatial Evolution of Pore Scale PDFs of Solute Concentrations to Study Incomplete Mixing in Porous Media

description: C at M.I for Pe100 (sample): Sample (vector) of pore scale concentrations at Pe100 and five different times.

C Chunk for All Pe (sample): Sample (3D block) of pore scale concentrations at the mixing interface for six Peclet number cases ( 10, 32, 100, 316, 1000, 3160) and at 11 different time steps extracted from the full size column. This is extracted using the semi-analytical appraoch to eliminate boundary effect.

meanvelocities: Matlab Data of the pore scale longitudinally averaged velocity.

MLE: Result of maximum likelihood estimation analysis for 18 different distribution functions (Excel file)

SemiAnalytical: Matlab code for the implementation of the semi-analytical apporach.

gamma_incomplete: Incomplete Gamma function required for the SemiAnalytical code.
DOI: 10.5281/zenodo.10442631
title: Temporal and Spatial Evolution of Pore Scale PDFs of Solute Concentrations to Study Incomplete Mixing in Porous Media

description: C at M.I for Pe100 (sample): Sample (vector) of pore scale concentrations at Pe100 and five different times.

C Chunk for All Pe (sample): Sample (3D block) of pore scale concentrations at the mixing interface for six Peclet number cases ( 10, 32, 100, 316, 1000, 3160) and at 11 different time steps extracted from the full size column. This is extracted using the semi-analytical appraoch to eliminate boundary effect.

meanvelocities: Matlab Data of the pore scale longitudinally averaged velocity.

MLE: Result of maximum likelihood estimation analysis for 18 different distribution functions (Excel file)

SemiAnalytical: Matlab code for the implementation of the semi-analytical apporach.

gamma_incomplete: Incomplete Gamma function required for the SemiAnalytical code.