cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5642751
title: African Red Slip Ware Digital (ARS3D) - Graph-Data

description: Characteristic of the North African bowls, plates, and jugs are their pictorial decorations applied mainly by appliqués and stamps. As mass-produced image carriers and everyday objects, the ARS spread throughout the empire. The range of motifs includes mythological scenes as well as scenes from the Old and New Testament, circus, arena and hunting scenes as well as fish and plant motifs. The appliqués-decorated pottery thus provides insights into Late Antique imagination and its changes, as well as into the economic history of the period between the 3rd and 5th centuries AD in North Africa. Previous documentation methods were not able to capture the objects and their decoration in an adequate way. The digital recording of the RGZM's collections by 3D scans allows to compare potentially identical appliqués and to assign them to their negative forms and the corresponding stamps. Whereas vessel curvature previously falsified the assignment of appliqués and models, 3D analysis and visualisation tools now allow a comparison . Metadata created for each object increases the effectiveness and accuracy of determining image context and content. Issues related to the production of the ARS and the process flows within the workshops can be investigated through the analysis of the 3D data. The developed ontology uses CIDOC CRM and various extensions. The data mainly consists of objects (E24), on which e.g. applications (features, E25) can be found. These objects can be described semantically, e.g. by the shape or time epoch. Features are described with observations, e.g. a human type man standing and wearing a beard. These observations lead to interpretations whose arguments can be observations.
DOI: 10.6084/m9.figshare.13469616.v2
title: Hurdle Blockmodels for Sparse Network Modeling

description: A variety of random graph models have been proposed in the literature to model the associations within an interconnected system and to realistically account for various structures and attributes of such systems. In particular, much research has been devoted to modeling the interaction of humans within social networks. However, such networks in real-life tend to be extremely sparse and existing methods do not adequately address this issue. In this article, we propose an extension to ordinary and degree corrected stochastic blockmodels that accounts for a high degree of sparsity. Specifically, we propose hurdle versions of these blockmodels to account for community structure and degree heterogeneity in sparse networks. We use simulation to ensure parameter estimation is consistent and precise, and we propose the use of likelihood ratio-type tests for model selection. We illustrate the necessity for hurdle blockmodels with a small research collaboration network as well as the infamous Enron E-mail exchange network. Methods for determining goodness of fit and performing model selection are also proposed. Supplementary materials for this article are available online.
DOI: 10.5281/zenodo.5642750
title: African Red Slip Ware Digital (ARS3D) - Graph-Data

description: Characteristic of the North African bowls, plates, and jugs are their pictorial decorations applied mainly by appliqués and stamps. As mass-produced image carriers and everyday objects, the ARS spread throughout the empire. The range of motifs includes mythological scenes as well as scenes from the Old and New Testament, circus, arena and hunting scenes as well as fish and plant motifs. The appliqués-decorated pottery thus provides insights into Late Antique imagination and its changes, as well as into the economic history of the period between the 3rd and 5th centuries AD in North Africa. Previous documentation methods were not able to capture the objects and their decoration in an adequate way. The digital recording of the RGZM's collections by 3D scans allows to compare potentially identical appliqués and to assign them to their negative forms and the corresponding stamps. Whereas vessel curvature previously falsified the assignment of appliqués and models, 3D analysis and visualisation tools now allow a comparison . Metadata created for each object increases the effectiveness and accuracy of determining image context and content. Issues related to the production of the ARS and the process flows within the workshops can be investigated through the analysis of the 3D data. The developed ontology uses CIDOC CRM and various extensions. The data mainly consists of objects (E24), on which e.g. applications (features, E25) can be found. These objects can be described semantically, e.g. by the shape or time epoch. Features are described with observations, e.g. a human type man standing and wearing a beard. These observations lead to interpretations whose arguments can be observations.
DOI: 10.6084/m9.figshare.13469616.v1
title: Hurdle blockmodels for sparse network modeling

description: A variety of random graph models have been proposed in the literature to model the associations within an interconnected system and to realistically account for various structures and attributes of such systems. In particular, much research has been devoted to modeling the interaction of humans within social networks. However, such networks in real-life tend to be extremely sparse and existing methods do not adequately address this issue. In this article we propose an extension to ordinary and degree corrected stochastic blockmodels that accounts for a high degree of sparsity. Specifically, we propose hurdle versions of these blockmodels to account for community structure and degree heterogeneity in sparse networks. We use simulation to ensure parameter estimation is consistent and precise, and we propose the use of likelihood ratio-type tests for model selection. We illustrate the necessity for hurdle blockmodels with a small research collaboration network as well as the infamous Enron email exchange network. Methods for determining goodness-of-fit and performing model selection are also proposed.
DOI: 10.15472/9unsxw
title: Lista de especies de fauna obtenida a partir de revisión bibliográfica sobre la rehabilitación y conservación de hábitats en áreas en procesos de restauración ecológica

description: La información relacionada está enmarcada en el contrato de prestación de servicios número 839-2020.
description: La disminución de áreas naturales genera la destrucción y fragmentación de hábitats, siendo esta última una de las principales causas de perdida de la biodiversidad, extinción de especies y en consecuencia perdida de servicios ambientales. Al contemplar la rehabilitación de hábitat para la fauna en la formulación de proyectos de restauración ecológica, se garantiza la presencia de procesos ecológicos indispensables para la recuperación de ecosistemas como son la polinización, dispersión, herbivoría, predación y descomposición. En la actualidad la fauna no se ha encontrado incluida en el establecimiento de metas de restauración, monitoreo ni evaluación del éxito de los proceso de restauración, se ha centrado más en el componente florístico, una de las razones por la esto sucede es por los altos costos de que implica realizar monitoreo de fauna y requiere de un estudio más detallado de amplios grupos taxonómicos.
description: Es importante conocer las características de los hábitats para fauna, las interacciones entre los diferentes organismos de la misma especie o diferentes, pues este conocimiento no solo permite mejorarlas condiciones de las poblaciones existentes y para el retorno de la fauna, sino que nos brinda herramientas para la formulación de proyectos de conservación, rehabilitación y restauración ecológica, así mismo, puede presentar una oportunidad para mejorar los resultados ecológico ya que la fauna puede ser considerara como una facilitadora de los procesos de restauración. Por lo tanto, es transcendental conocer las interacciones y requerimiento ecológicos de los diferentes grupos y las características ecológicas de sus hábitats para la formulación de proyectos, monitoreo y evaluación de avances y del éxito de los procesos de restauración ecológica.
description: Con la revisión de bibliografía de buscó compilar investigaciones que expongan las variables e indicadores a tener en cuenta para la evaluación de hábitat, estrategias de rehabilitación y avances de los procesos realizados a nivel internacional y nacional, al igual que establecer cuáles son las interacciones más importantes y estrategias para la recuperación de habitas para fauna que pueden ser implementadas en los diferentes escenarios de la Estructura Ecológica Principal de Bogotá.
description: Finalmente, a partir de la revisión bibliográfica se compiló un listado de 198 especies de fauna de 39 áreas geográficas, correspondientes a los grupos biológicos de Mamíferos (78 especies), Aves (60 especies), Insectos (26 especies), Reptiles (19 especies), Anfibios (12 especies), Peces de la clase Actinopterygii (2 especies) y Arácnidos (1 especie), para los cuales se registro su estado de amenaza: Preocupación menor (LC), Vulnerable (VU), Casi amenazada (NT), En Peligro (EN), En Peligro Critico (CR), Datos insuficientes (DD) y No evaluada (NE).
DOI: 10.5523/bris.9l2rs07ps7o02iiygw7wwf142
title: hydroxylapatite, potassium nitrate, aluminium lactate toothpaste for dentine hypersensitivity

description: Data from a randomised controlled trial of a hydroxylapatite, potassium nitrate and aluminium lactate toothpaste compared to a fluoride toothpaste for dentine hypersensitivity and plaque control over 8 weeks
DOI: 10.34740/kaggle/dsv/2776541
title: COVID Vaccination in World (updated daily)
DOI: 10.5281/zenodo.5645163
title: Moisture measurement in building materials

description: Moisture problems within buildings can have ruinous effects structurally, on the health of occupants..
DOI: 10.5281/zenodo.5645162
title: Moisture measurement in building materials

description: Moisture problems within buildings can have ruinous effects structurally, on the health of occupants..
DOI: 10.17632/7jrp4v2vmn.2
title: Diffusion Tensor Imaging values in posterior tibial nerve in healthy controls and in patients with Diabetic Peripheral Neuropathy: Pre & Post Nerve Mobilization

description: Diffusion Tensor Imaging parameters namely FA and ADC are the recent radiological investigations used in this study to meaure the extent of posterior tibial neuropathy in patients with diabetic peripheral neuropathy. FA and ADC of healthy controls were also found in this study. Nerve mobilization, nerve massage and continuous transcutaneous electrical nerve stimulation was used an intervention. Pain and quality of life in patients with diabetic peripheral neuropathy were also documented in this study.
DOI: 10.17632/pj3w5m3jwv.1
title: DAO Platform Selection

description: Decentralized autonomous organizations as a new form of online governance are collections of smart contracts deployed on blockchain platforms that intercede groups of people. A growing number of Decentralized Autonomous Organization Platforms, such as Aragon and Colony, have been introduced in the market to facilitate the development process of such organizations. Selecting the best fitting platform is challenging for organizations, as a significant number of decision criteria, such as popularity, developer availability, governance issues, and consistent documentation of such platforms, should be considered. Additionally, decision-makers at the organizations are not experts in every domain, so they must continuously acquire volatile knowledge regarding such platforms and keep themselves updated. Accordingly, a decision model is required to analyze the decision criteria using systematic identification and evaluation of potential alternative solutions for organizations.
DOI: 10.17632/993chk7cc9.1
title: Menin Reduces Parvalbumin Expression And Is Required For  The Anti-depressant Function Of Ketamine -original data

description: Original Data
DOI: 10.17632/bxkkp6bv2j.1
title: MOLECULAR-CELL-D-21-01190

description: Original data
DOI: 10.17632/jrs4sfnwyz.1
title: A Dataset of Safety Concerns Narratives for Injury Prevention  from Online Reviews of Mobility-Related Products for Older Adults

description: The presented dataset contains 1,966 curated online product reviews from consumers, equally distributed between safety concerns and non-concerns, pertaining to product categories typically intended for older adults. Identified safety concerns were manually sub-coded across thirteen dimensions designed to capture relevant aspects of the consumer’s experience with the purchased product, facilitate the safety concern identification and sub-classification process, and serve as a gold-standard, balanced dataset for text classifier learning.
DOI: 10.17632/mcj6vkg6zw.1
title: Classical Arabic Poetry: Classification based on Era

description: This is the cleaned fragmented dataset described in the paper "Classical Arabic Poetry: Classification based on Era".
The dataset was originally scraped from Adab.com in April 2020.
DOI: 10.17632/g72kv95r4d.2
title: Sovereign Risk Matters - Journal of International Economics

description: Replication files for "Sovereign Risk Matters: Endogenous Default Risk and the Time-Varying Volatility of Interest Rate Spreads", to be published in the Journal of International Economics
DOI: 10.17632/d3shgj72s5.2
title: Replication Code for "Credit Cycles with Market-Based Household Leverage"

description: Matlab Replication Code for "Credit Cycles with Market-Based Household Leverage". See also https://github.com/timlandvoigt/CreditCyclesMarketBasedLeverage for a continuously maintained version.
DOI: 10.17632/558yk8vgrp.1
title: Supplementary material 

description: supplemntary material of our manuscript entitled "A comprehensive assessment of groundwater quality for irrigation and drinking purposes around a municipal solid waste sanitary landfill, (Rabat, Morocco)"
DOI: 10.17632/884g2dydcr.1
title: The role of crystalline Nb2O5 nanoparticles for enhanced dye adsorption and photodegradation - DATASET

description: In this repository you can find all the raw data from the article entitled "The role of crystalline Nb2O5 nanoparticles for enhanced dye adsorption and photodegradation"
DOI: 10.17632/kccv5zc2nn.1
title: Alexandrite laser as an adjuvant therapy in the management of mild-moderate hidradenitis suppurativa: a controlled prospective clinical study

description:  
Dear Editor,
 
 
Hidradenitis suppurativa (HS) is a chronic, recurrent, inflammatory disease of the pilo-sebaceous unit. It is associated with high physical and physiological burdens, and it is characterized by the onset of cutaneous nodules, abscesses, sinus-tracts and consequent scar formation mainly on the intertriginous apocrine-bearing areas. Treatment varies based on severity and can include topical and systemic antibiotics, hormone therapy, immune modulators, and surgery. Laser treatment for hair removal has emerged in recent years as a valid therapeutic approach of HS. We evaluate, the efficacy of alexandrite hair removal laser with a wavelength of 755 nm as adjuvant treatment in mild-to-moderate HS was prospectively investigated. Our study seems to suggest that alexandrite hair removal, particularly in conjunction with other medical approaches, could be a valuable and a well-tolerated treatment option in HS.  
We hope that our manuscript could be suitable for publication as research letter to Journal of the American Academy of Dermatology.
 
 
 
 
 
 
 
Best regards,
 
Prof Oriana Simonetti
Dermatological Unit
Department of Clinical and Molecular Sciences
Polytechnic Marche University
Phone: +390715963433
Fax: +390715963446
Email: o.simonetti@staff.univpm.it
DOI: 10.17632/ws3cdn28n8.2
title: Harvard Forest CNDD seedling experiment 2019

description: To test the strength of density dependence and whether it affects seedling community diversity in a temperate forest, we experimentally planted 1200 seedlings of four ectomycorrhizal tree species beneath conspecific and heterospecific adults and tracked their survival and changes to the diversity of the planted seedling community. We found that experimental seedling mortality was always higher under conspecific adults, which increased seedling community diversity in one of six treatments.
DOI: 10.17632/zfb96h4w3z.2
title: Travel Burden on Patients at a Subspecialty Hidradenitis Suppurativa Clinic

description: Supplemental Figure 1 compares the distribution of Hidradenitis Suppurativa (HS) providers to the distribution of Psoriasis providers in the US, as well as the geographical distribution of HS and Psoriasis patients seen at Beth Israel Deaconess Medical Center (BIDMC). 
Supplemental Figure 2 maps the socioeconomic status of HS and Psoriasis patients' zip codes of residence using data from the 2019 US Community Surveys.
DOI: 10.17632/9kgrdn2yhx.2
title: Foretelling What Makes People Pay: Predicting the Results of Field Experiments on TV Fee Enforcement

description: Laboratory data and STATA code.
DOI: 10.17632/24vn8wp9gm.1
title: Real world data of 5-aminolevulinic acid-mediated photodynamic therapy for Bowen’s disease: A 10-year retrospective study in China (2010-2020)

description: Background: Photodynamic therapy (PDT) has been recommended as a first-line treatment for Bowen’s disease (BD). However, data on 5-aminolevulinic acid-mediated PDT (ALA-PDT) are limited, and long-term efficacy remains to be determined, especially in dark-skinned populations.
Objective: To review the results of BD treated with ALA-PDT, and try to explore the risk predictors of curative effect in a real-world setting.
Methods: This study is based on a retrospective analysis of the clinical data of BD patients, who received ALA-PDT with red light irradiation between February 2010 and June 2020. Univariate and multivariate analyses of clinically relevant variables that may affect treatment outcomes were performed to identify significant risk predictors.
Results: The overall clearance rate of 122 BD lesions was 89.3%. Fluorescence intensity of pre-PDT and PDT sessions were statistically significant after eliminating the interference of confounding factors. The mean follow-up time was 3.1 years. All recurrences occurred in the first two years following ALA-PDT.
Limitations: A single-institution retrospective study with a limited scale and the possibility of information bias.
Conclusion: ALA-PDT is an effective and alternative treatment for BD. Well-regulated operation and effective pre-treatment are the determinants of efficacy. Fluorescence intensity of pre-PDT and tumor size appeared to be significant predictors of final efficacy. In addition, two years of follow-up is necessary following ALA-PDT.
DOI: 10.17632/t2kdhrcws5.1
title: Goosander

description: Marchowski D., Mohr A., Ławicki Ł., Jankowiak J. 2021. Warmer winters increase the breeding success of the Goosander: the case of Pomeranian Like District in Poland. Data.
DOI: 10.17632/m76d5rbtrd.1
title: Dataset on individual differences in self-reported personality and inferred emotional expression in profile pictures of Italian Facebook users

description: We retrieved the current profile picture of 2234 Italian Facebook users who also answered self-report questionnaires on demographic variables and personality. Data were collected between March and June 2018 using a Facebook wep application. Profile pictures consisting of 200x200 resolution jpegs were obtained by sending a request via the Facebook Graph API and analyzed using online commercial services allowing for the scoring of facial expressions in image data, namely Microsoft Azure Face APIand MEGVII Face++ Detect API. Both services provide emotional expression scores if at least one (n = 1) face is successfully detected in the picture. Using the Microsoft Azure Face API we obtained scores for anger, contempt, disgust, fear, joy, sadness, surprise, and neutrality. Using the MEGVII Face++ API, pictures were scored for the presence of anger, disgust, fear, joy, sadness, and surprise, and neutrality. Higher scores on each emotion refer to a stronger expression of the respective emotion. 
The dataset presented here consists of data of N =728 Facebook users with a profile picture in which both APIs detected only one (N=1) face.
Regarding self-report data, the dataset includes the following demographic information about the participants: gender and age. The dataset also includes participants’ personality scores based on a short validated assessment of Big Five traits (Ten Item Personality Inventory), and Impulsivity/Sensation Seeking (IMPSS8). A document included the questions administered in the online survey is attached to the dataset.
This dataset can be useful to generate insights on the association between demographic variables, including age and gender, and personality (Big Five traits and Impulsivity/Sensation Seeking), and emotional expression as derived from social media pictures. It can be useful for researchers and data scientists who do research in social sciences, in particular psychoinformatics, to train models in order to infer personality of users of social media platforms from profile pictures.

The annexed files include the following:
DIB_DATASET_25_10_2021.csv  (the actual data)
DIB_DATASET_Codebook.xlsx (the codebook for the data)
Supplementary material - Online survey.docx (doc file including questions administered to participants)
DOI: 10.17632/xf5cvrkwps.4
title: "HERMES CO2" – a tool to assess carbon dioxide emissions during production, construction and use stages of asphalt pavements

description: "HERMES CO2" spreadsheet tool assesses the amount of carbon dioxide CO2 emissions generated during the life of an asphalt pavement considering production stage, construction stage and use stage.

"HERMES CO2" spreadsheet tool comprises inputs that are seldom touched in other tools designed to indicatively quantify CO2 emissions. The Life Cycle Assessment (LCA) approach is implemented. 

The work is part of the “HERMES” international research project.
DOI: 10.17632/wzmm9pfysw.1
title: FIGURE 1

description: Original images for Figure 1C-L
DOI: 10.17632/wmgtzw2w8f.1
title: Deep Machine Learning of High Dimensional Peripheral Blood Flow Cytometric Phenotyping Data for identifying Prostate Cancer and its Clinical Risk in Asymptomatic Men

description: The peripheral blood of 130 asymptomatic men having elevated Prostate-Specific Antigen (PSA) levels was immune profiled using multiparametric whole blood flow cytometry. Of these men, 42 were subsequently diagnosed as having benign prostate disease and 88 as having PCa on biopsy-based evidence.

We built a bidirectional Long Short-Term Memory Deep Neural Network (biLSTM) model for detecting the presence of PCa in men which combined the previously-identified phenotypic features (CD8+CD45RA-CD27-CD28- (CD8+ Effector Memory cells), CD4+CD45RA-CD27-CD28- (CD4+ Effector Memory cells), CD4+CD45RA+CD27-CD28- (CD4+ Terminally Differentiated Effector Memory Cells re-expressing CD45RA), CD3-CD19+ (B cells), CD3+CD56+CD8+CD4+ (NKT cells) with Age. The performance of the PCa presence ‘detection’ model was: Acc: 86.79 (±0.10), Sensitivity: 82.78% (± 0.15); Specificity: 95.83% (± 0.11) on the test set (test set that was not used during training and validation); AUC: 89.31% (± 0.07), ORP-FPR: 7.50% (± 0.20), ORP-TPR: 84.44% (± 0.14).

A second biLSTM ‘risk’ model combined the immunophenotypic features with PSA to predict whether a patient with PCa has high-risk disease (defined by the D'Amico Risk Classification) achieved the following: Acc: 94.90% (± 6.29), Sensitivity: 92% (± 21.39); Specificity: 96.11 (± 0.00); AUC: 94.06% (± 10.69), ORP-FPR: 3.89% (± 0.00), ORP-TPR: 92% (± 21.39). The ORP-FPR for predicting the presence of PCa when combining FC+PSA was lower than that of PSA alone.

This study demonstrates that AI approaches based on peripheral blood phenotyping profiles can distinguish between benign prostate disease and PCa and predict clinical risk in asymptomatic men having elevated PSA levels.