cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24171451
title: A Wasserstein Index of Dependence for Random Measures

description: Optimal transport and Wasserstein distances are flourishing in many scientific fields as a means for comparing and connecting random structures. Here we pioneer the use of an optimal transport distance between Lévy measures to solve a statistical problem. Dependent Bayesian nonparametric models provide flexible inference on distinct, yet related, groups of observations. Each component of a vector of random measures models a group of exchangeable observations, while their dependence regulates the borrowing of information across groups. We derive the first statistical index of dependence in [0,1] for (completely) random measures that accounts for their whole infinite-dimensional distribution, which is assumed to be equal across different groups. This is accomplished by using the geometric properties of the Wasserstein distance to solve a max–min problem at the level of the underlying Lévy measures. The Wasserstein index of dependence sheds light on the models’ deep structure and has desirable properties: (i) it is 0 if and only if the random measures are independent; (ii) it is 1 if and only if the random measures are completely dependent; (iii) it simultaneously quantifies the dependence of d≥2 random measures, avoiding the need for pairwise comparisons; (iv) it can be evaluated numerically. Moreover, the index allows for informed prior specifications and fair model comparisons for Bayesian nonparametric models. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.24171451.v2
title: A Wasserstein Index of Dependence for Random Measures

description: Optimal transport and Wasserstein distances are flourishing in many scientific fields as a means for comparing and connecting random structures. Here we pioneer the use of an optimal transport distance between Lévy measures to solve a statistical problem. Dependent Bayesian nonparametric models provide flexible inference on distinct, yet related, groups of observations. Each component of a vector of random measures models a group of exchangeable observations, while their dependence regulates the borrowing of information across groups. We derive the first statistical index of dependence in [0,1] for (completely) random measures that accounts for their whole infinite-dimensional distribution, which is assumed to be equal across different groups. This is accomplished by using the geometric properties of the Wasserstein distance to solve a max–min problem at the level of the underlying Lévy measures. The Wasserstein index of dependence sheds light on the models’ deep structure and has desirable properties: (i) it is 0 if and only if the random measures are independent; (ii) it is 1 if and only if the random measures are completely dependent; (iii) it simultaneously quantifies the dependence of d≥2 random measures, avoiding the need for pairwise comparisons; (iv) it can be evaluated numerically. Moreover, the index allows for informed prior specifications and fair model comparisons for Bayesian nonparametric models. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.24171451.v1
title: A Wasserstein index of dependence for random measures

description: Optimal transport and Wasserstein distances are flourishing in many scientific fields as a means for comparing and connecting random structures. Here we pioneer the use of an optimal transport distance between Lévy measures to solve a statistical problem. Dependent Bayesian nonparametric models provide flexible inference on distinct, yet related, groups of observations. Each component of a vector of random measures models a group of exchangeable observations, while their dependence regulates the borrowing of information across groups. We derive the first statistical index of dependence in [0,1] for (completely) random measures that accounts for their whole infinite-dimensional distribution, which is assumed to be equal across different groups. This is accomplished by using the geometric properties of the Wasserstein distance to solve a max-min problem at the level of the underlying Lévy measures. The Wasserstein index of dependence sheds light on the models’ deep structure and has desirable properties: (i) it is 0 if and only if the random measures are independent; (ii) it is 1 if and only if the random measures are completely dependent; (iii) it simultaneously quantifies the dependence of d≥2 random measures, avoiding the need for pairwise comparisons; (iv) it can be evaluated numerically. Moreover, the index allows for informed prior specifications and fair model comparisons for Bayesian nonparametric models.
DOI: 10.57967/hf/1340
title: jam-alt
DOI: 10.5519/qd.cghvd6zc
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (22882 records)
DOI: 10.25919/qwds-sv14
title: Parkes observations for project P1295 semester 2023OCTS_01

description: We propose observing time with the Parkes telescope to investigate four ``spider" millisecond pulsars (MSPs), PSR J1048+2339 (a redback spider), PSR J1908+2105 (an MSP that occupies a region of parameter space between black widows and redbacks), PSR J2052+1219 and PSR J2256-1024 (black widow spiders). Spider MSPs are commonly seen to exhibit frequency-dependent eclipsing. Observations with wide bandwidth telescopes like Parkes UWL (700-4000 MHz) will be extremely useful to study the eclipse mechanisms in these systems. Eclipse properties of spider MSPs are hitherto unexplored at the frequency regime available with the Parkes UWL receiver. We propose to investigate a sample of 4 MSPs mentioned above (for which polarization has not been studied) with the Parkes telescope using the UWL receiver in full polar mode, which will be addressed with this proposal. One of the aims is to model the eclipse phase spectra using wideband observations of these pulsars in an optically thick-to-thin transitioning regime (optical depth nearly 1), to explore the eclipse mechanism. Observing the possible changes in rotation measure (RM) at eclipse ingress and egress will allow us to probe the magnetic field in the eclipse boundaries. We request to cover nearly one full orbit for each of these MSPs. Thus we propose 23 hours of observing time including time for setup and calibration in each epoch with the Parkes UWL receiver for the investigation of the eclipse mechanism as well as the polarization, profile evolution, and spectra of four spider MSPs.
DOI: 10.5281/zenodo.10107954
title: Prometheus stress testing data from the microservices-demo "sockshop" application

description: Stress testing done with Locust, stressing the various microservice API endpoints available from the sockshop microservices demo found in https://microservices-demo.github.io/ 
Part of  a master's thesis project
DOI: 10.5281/zenodo.10107953
title: Prometheus stress testing data from the microservices-demo "sockshop" application

description: Stress testing done with Locust, stressing the various microservice API endpoints available from the sockshop microservices demo found in https://microservices-demo.github.io/ 
Part of  a master's thesis project
DOI: 10.5281/zenodo.10108103
title: anisognathus_igniventris_zanfona_1.fasta.gz

description: anisognathus_igniventris_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.10108102
title: anisognathus_igniventris_zanfona_1.fasta.gz

description: anisognathus_igniventris_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.10108218
title: necturus_beyeri_zanfona_1.fasta.gz

description: necturus_beyeri_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.10108219
title: necturus_beyeri_zanfona_1.fasta.gz

description: necturus_beyeri_zanfona_1.fasta.gz
DOI: 10.6084/m9.figshare.21829974
title: Tabla Sistematizada Gamificación y estrategias para la enseñanza de metodología de la investigación. Una revisión sistemática

description: Se elaboró una tabla para el análisis de los trabajos encontrados, clasificándolos por área temática, incluyendo entre otras características Referencia, Año de publicación, Autores, Título, DOI, Enlace, Resumen, Palabras clave del autor, Editorial, Idioma del documento original, Tipo de documento, Nombre de la revista, Acceso abierto, Fuente, Metodología, Muestra.
DOI: 10.5517/ccdc.csd.cc29c810
title: CCDC 2125981: Experimental Crystal Structure Determination

description: Related Article: Charini Maladeniya, Taniya Darshani, Sameera R. Samarakoon, Frank R. Fronczek, W. M. C. Sameera, Inoka C. Perera, Theshini Perera|2022|Bioinorg.Chem.Appl.|2022|13|doi:10.1155/2022/7821284
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc29c832
title: CCDC 2125983: Experimental Crystal Structure Determination

description: Related Article: Charini Maladeniya, Taniya Darshani, Sameera R. Samarakoon, Frank R. Fronczek, W. M. C. Sameera, Inoka C. Perera, Theshini Perera|2022|Bioinorg.Chem.Appl.|2022|13|doi:10.1155/2022/7821284
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.14443754
title: Video 360 scenarios

description: Using Video 360 for Teaching Emergency Medicine beyond the COVID-19 Pandemic
DOI: 10.2908/tgs00062
title: Physicians or doctors by NUTS 2 regions
title: Médecins, par région NUTS 2
title: Ärzte, nach NUTS-2-Regionen

description: Die Daten für Ärzte beziehen sich auf Ärzte mit unmittelbarem Dienst am Patienten", d.h. Ärzte, die direkten Kontakt zu den Patienten als Empfänger von Dienstleistungen des Gesundheitswesens haben. Zum besseren Vergleich der Dienstleistungen im Gesundheitswesen der Mitgliedstaaten bevorzugt Eurostat das Konzept des "unmittelbaren Dienstes am Patienten" als Gradmesser, da es die Verfügbarkeit von Ressourcen im Gesundheitswesen am besten beschreibt. Allerdings verwenden die Mitgliedstaaten verschiedene Konzepte, wenn sie Daten zum Personal im Gesundheitswesen übermitteln. Deshalb können die Daten einiger Länder sich auf Ärzte beziehen, die in ihrem beruflichen Feld tätig sind, aber keinen Patientenkontakt haben (d.h. sie sind in Forschung, Verwaltung, etc. tätig), oder auf Ärzte, die "zur Verrichtung von Gesundheitsleistungen berechtigt" sind (d.h. Ärzte mit erfolgreichem Studienabschluss, unabhängig davon, ob sie Patientenkontakt haben oder nicht). Im Anhang zu den Metadaten finden Sie Informationen, auf welches Konzept sich die Daten je Land beziehen."
description: Data on physicians should refer to those "immediately serving patients", i.e. physicians who have direct contact with patients as consumers of health care services. In the context of comparing health care services across Member States, Eurostat considers that this is the concept which best describes the availability of health care resources. However, Member States use different concepts when they report the number of health care professionals. Therefore, for some countries, the data might include physicians who work in their profession but do not see patients (i.e. they work in research, administration etc.) or refer to physicians "licensed to practice" (i.e. successfully graduated physicians irrespective whether they see patients or not). Please have a look in the annexes of the metadata to see for which concept these data refer to for each country.
description: Les données sur les médecins se réfèrent à ceux directement au service des patients", c.-à-d. les médecins qui ont un contact direct avec les patients en leur qualité de consommateurs de services de soins de santé. Dans le contexte de la comparaison des services de soins de santé entre les États membres, Eurostat considère que ce concept est celui qui décrit le mieux la disponibilité des ressources humaines dans ce secteur. Cependant, les États membres utilisent différents concepts lorsqu’ils communiquent le nombre de professionnels du secteur des soins de santé. Par conséquent, pour certains pays, les données peuvent inclure les médecins travaillant dans le secteur des soins de santé mais qui ne voient pas de patients (c.-à-d. qu'ils travaillent dans la recherche, l'administration, etc.) ou correspondre aux médecins "habilités à fournir des services de santé" (c.-à-d. des médecins diplômés, qu'ils voient des patients ou non). Veuillez-vous référer aux annexes des métadonnées pour voir à quel concept ces données correspondent pour chaque pays. "
DOI: 10.2908/tps00047
title: Psychiatric care beds in hospitals
title: Lits d'hôpital en soins psychiatriques
title: Krankenhausbetten für psychiatrische Pflege

description: Krankenhausbetten liefern Informationen zu Kapazitäten im Gesundheitswesen, d.h. zur maximalen Zahl der Patienten, die in Krankenhäusern behandelt werden können. Krankenhausbetten für psychiatrische Pflege sind Betten für Patienten mit seelischen Problemen. Diese Betten bilden eine Untergruppe der gesamten Krankenhausbetten, die wie folgt definiert sind: alle Krankenhausbetten, die regulär unterhalten werden, die mit Personal ausgestattet sind und die unmittelbar für die Versorgung von eingewiesenen Patienten verfügbar sind; dies schließt belegte und unbelegte Betten ein. Krankenhäuser werden gemäß der Klassifikation der Gesundheitsanbieter des Systems der Gesundheitsrechnungen (System of Health Accounts, SHA) definiert; es sollten alle öffentlichen und privaten Krankenhäuser berücksichtigt werden.
description: Hospital beds provide information on health care capacities, i.e. on the maximum number of patients who can be treated by hospitals. Psychiatric care beds in hospitals are beds accommodating patients with mental health problems. These beds are a subgroup of total hospital beds which are defined as all hospital beds which are regularly maintained and staffed and immediately available for the care of admitted patients; both occupied and unoccupied beds are covered. Hospitals are defined according to the classification of health care providers of the System of Health Accounts (SHA); all public and private hospitals should be covered.
description: Les lits d'hôpital fournissent des informations sur les capacités de soins de santé, c'est-à-dire sur le nombre maximum de patients pouvant être soignés par les hôpitaux. Les lits de soins psychiatriques dans les hôpitaux sont des lits alloués aux patients souffrant de problèmes de santé mentale. Ces lits sont un sous-groupe du total des lits d'hôpital qui sont définis comme tous les lits qui sont régulièrement entretenus et dotés de personnel et immédiatement disponibles pour les soins des patients admis ; à la fois les lits occupés et inoccupés sont couverts. Les hôpitaux sont définis selon la classification des prestataires de soins de santé du système de comptes de la santé (SCS) ; tous les hôpitaux publics et privés devraient être couverts.
DOI: 10.2908/tps00168
title: Curative care beds in hospitals
title: Lits d'hôpital en soins curatifs
title: Krankenhausbetten für medizinische Behandlung

description: Krankenhausbetten liefern Informationen zu Kapazitäten im Gesundheitswesen, d.h. zur maximalen Zahl der Patienten, die in Krankenhäusern behandelt werden können. Krankenhausbetten für medizinische Behandlung sind Betten, die für diesen Zweck verfügbar sind. Diese Betten bilden eine Untergruppe der gesamten Krankenhausbetten, die wie folgt definiert sind: alle Krankenhausbetten, die regulär unterhalten werden, die mit Personal ausgestattet sind und die unmittelbar für die Versorgung von eingewiesenen Patienten verfügbar sind; dies schließt belegte und unbelegte Betten ein. Krankenhäuser werden gemäß der Klassifikation der Gesundheitsanbieter des Systems der Gesundheitsrechnungen (System of Health Accounts, SHA) definiert; es sollten alle öffentlichen und privaten Krankenhäuser berücksichtigt werden.
description: Hospital beds provide information on health care capacities, i.e. on the maximum number of patients who can be treated by hospitals. Curative care (or acute care) beds in hospitals are beds that are available for curative care. These beds are a subgroup of total hospital beds which are defined as all hospital beds which are regularly maintained and staffed and immediately available for the care of admitted patients; both occupied and unoccupied beds are covered. Hospitals are defined according to the classification of health care providers of the System of Health Accounts (SHA); all public and private hospitals should be covered.
description: Les lits d'hôpital fournissent des informations sur les capacités de soins de santé, c'est-à-dire sur le nombre maximum de patients pouvant être soignés par les hôpitaux. Les lits de soins curatifs (ou de soins aigus) dans les hôpitaux sont des lits qui sont disponibles pour les soins curatifs. Ces lits sont un sous-groupe du total des lits d'hôpital qui sont définis comme tous les lits qui sont régulièrement entretenus et dotés de personnel et immédiatement disponibles pour les soins des patients admis ; à la fois les lits occupés et inoccupés sont couverts. Les hôpitaux sont définis selon la classification des prestataires de soins de santé du système de comptes de la santé (SCS) ; tous les hôpitaux publics et privés devraient être couverts.
DOI: 10.5517/ccdc.csd.cc2fjy42
title: CCDC 2250604: Experimental Crystal Structure Determination

description: Related Article: Minghao Wang, Julie C. Simon, Mengfei Xu, Stephanie A. Corio, Jennifer S. Hirschi, Vy M. Dong|2023|J.Am.Chem.Soc.|145|14573|doi:10.1021/jacs.3c02971
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.5752004
title: Dataset: Evaluating Two Approaches to Assessing Student Progress in Cybersecurity Exercises

description: This repository contains supplementary materials for the following conference paper: V. Švábenský, R. Weiss, J. Cook, J. Vykopal, P. Čeleda, J. Mache, R. Chudovský, A. Chattopadhyay.<br> <strong><em>Evaluating Two Approaches to Assessing Student Progress in Cybersecurity Exercises.</em></strong><br> In Proceedings of the 53rd ACM Technical Symposium on Computer Science Education (SIGCSE '22), 2022.<br> DOI: https://doi.org/10.1145/3478431.3499414 The materials include the research dataset, source code, and graphs. For more information about the materials, please see the readme in the attached ZIP file. If you use or build upon the materials, please use the BibTeX entry below to cite the original work. <pre><code>@inproceedings{Svabensky2022evaluating, author = {\v{S}v\'{a}bensk\'{y}, Valdemar and Weiss, Richard and Cook, Jack and Vykopal, Jan and \v{C}eleda, Pavel and Mache, Jens and Chudovsk\'{y}, Radoslav and Chattopadhyay, Ankur}, title = {{Evaluating Two Approaches to Assessing Student Progress in Cybersecurity Exercises}}, booktitle = {Proceedings of the 53rd ACM Technical Symposium on Computer Science Education}, series = {SIGCSE 2022}, location = {Providence, RI, USA}, year = {2022}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, numpages = {7}, isbn = {978-1-4503-9070-5}, doi = {10.1145/3478431.3499414}, } </code></pre>
DOI: 10.5066/p9vv9e9j
title: Dye tracing data related to karst hydrologic processes in carbonate fensters of the western Great Smoky Mountains

description: Dye tracing investigations were conducted in Cades Cove and Tuckaleechee Cove, two carbonate fensters in the western Great Smoky Mountains. These investigations were conducted as part of a two-year study examining the karst hydrology in the carbonate fensters. Main objectives of the dye tracing investigations were to determine resurgences for cave systems, delineate recharge areas for major springs, and to compare travel times from sink (dye injection point) to resurgence (monitoring site) for the two coves. Over the two-year study period (2017-2018), four different rounds of dye injections were completed, and each round had four dye injection locations, with the exception of the fourth round in September 2018, which had only one injection location in Cades Cove. From these dye injections and the subsequent dye traces, a total of five different spring recharge areas were delineated in Tuckaleechee Cove ranging from 0.05 ? 5.9 square miles in size. Data in the data release include: dye injection locations, types of dye and the amount injected, monitoring site locations, time of the first detection at a recovery site, positive traces, delineated recharge areas for springs, and recharge area boundaries. Dye injection methods are included as process steps within the metadata for the dataset.
DOI: 10.6084/m9.figshare.23703900
title: social_abilites.xlsx

description: A sample of 358 students was gathered (74.30% women), by means of an online survey that took place by the end of 2021. To determine which were the factors with stronger effects on anxiety and depression, two models of multiple lineal regression were applied, with a selection of variables by steps.
DOI: 10.6084/m9.figshare.23703900.v1
title: social_abilites.xlsx

description: A sample of 358 students was gathered (74.30% women), by means of an online survey that took place by the end of 2021. To determine which were the factors with stronger effects on anxiety and depression, two models of multiple lineal regression were applied, with a selection of variables by steps.
DOI: 10.5281/zenodo.8160856
title: Example T2 data acquired on a Siemens MRI scanner

description: Example T2 data acquired on a Siemens MRI scanner
DOI: 10.5281/zenodo.8160855
title: Example T2 data acquired on a Siemens MRI scanner

description: Example T2 data acquired on a Siemens MRI scanner
DOI: 10.25625/citojd/r45r3e
title: ESW_questionnaire_ENGLISH.pdf

description: :unav
DOI: 10.25625/citojd/eqpg3x
title: ESW_variables.xlsx

description: :unav
DOI: 10.25625/citojd/rp9suk
title: ESW_data.tab

description: :unav
DOI: 10.6084/m9.figshare.23703906
title: Peer Review Training Programs Designed by Individual Journals

description: Selection of peer reviewer training programs as designed by journals
DOI: 10.6084/m9.figshare.23703906.v1
title: Peer Review Training Programs Designed by Individual Journals

description: Selection of peer reviewer training programs as designed by journals
DOI: 10.6084/m9.figshare.23703939
title: Risk perception dataset English.xlsx

description: 821 people over 18 years of age, of both sexes, residing in Peru, the cities of Callao, La Libertad, Lambayeque and Metropolitan Lima were selected. Those under 18 years of age, residing outside of Peru and those who were not available to complete the questionnaire were excluded. The efficient method applied was non-probabilistic, by snowball through a virtual survey in which the participants were asked to share it among their contacts to reach a greater number of samples.