cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/gxntkyyjvf.1
title: Honeypot Intrusion Detection System using an Adversarial Reinforcement Learning for Industrial Control Networks

description: The simulated environment operates as a second agent against the original one in this technique. To evaluate the performance of the proposed method, we compare it with two categories of DDoS attacks, including NetBIOS and LDAP.
DOI: 10.17632/v57sbg9kwm.2
title: Hell for Consumer Addiction?: Thematic Analysis of COVID-19 Narratives in Gambling Support Forums

description:  A leading international gambling support forum was mined for all posts associated with COVID-19 during 2020 (n=307) and thematically analyzed. Thematic analysis revealed two overarching themes that were commonly presented in the forum posts; adaptive consumption behaviour and maladaptive consumption behaviour. The maladaptive behaviors found in this research aligned with Reimann and Jain (2021's) integrative theoretical framework of maladaptive consumption. Findings show that people experiencing gambling harm are disproportionately impacted by the COVID-19 pandemic, and the standard public health notices do not meet their unique needs. The lack of preventative measures, such as targeted and timely information to combat adverse outcomes, and reflexive support systems and services has made this time more challenging for this group.
DOI: 10.17632/p67rwz88ty.1
title: “Data for: Cartography as a Research Method for Work and Subjectivity Studies” published by RAC-Revista de Administração Contemporânea

description: These data refer to the paper “Cartography as a Research Method for Work and Subjectivity Studies”. This article presents cartography as a relevant method to studies related to work and subjectivity in the area of Administration and the files available refer to: Table 1 - Path as a flâneur-cartographer in Porto Alegre 2017-2019; Table 2 - Key informants; Table 3 - Introduction of migrant-participants and refugee-participants; Table 4 - Interviews and meetings with the migrant-participants and refugee-participants.
DOI: 10.17632/sv95c7ydpy.4
title: Dataset on Social and Psychological Effects of the COVID-19 Pandemic in Turkey

description: This data was collected to investigate how intolerance to distress and anxiety affects some of the behaviors that can be changed in response to the Covid-19 pandemic. This dataset comes from a survey of 2,868 people in Turkey about the effects of the Covid -19 pandemic. The dataset is ideal for studying how the Covid -19 pandemic shaped people's intolerance to distress and anxiety. The survey looked at personal cleaning habits, bank/credit card usage, online shopping, personal security, and stockpiling. The data also included whether an individual or a household member had been officially diagnosed with Covid-19 and socio-demographic data.
DOI: 10.17632/vsmmmkncsd.1
title: Data to Accompany:  Epidemiological Patterns of Congenital Limb Anomalies Across Europe 2010-2019 Regarding Substance and Cannabis Exposures: A Geospatiotemporal and Causal Inferential Study.

description: Data accompanies paper of the above title
DOI: 10.17632/khj3cwmppp.1
title: Dual Enzyme therapy improves chemotherapy timeliness and Hematologic Data in Ewing's Sarcoma

description: Data on platelet count in between chemotherapy cycles. As well as delays in chemotherapy cycle length
DOI: 10.17632/zbnvgrd28f.1
title: Optimal recovery after colon cancer in elderly population

description: Raw data.
DOI: 10.17632/r4r33v6xfp.1
title: SARS-CoV-2 IgG database

description: SARS-CoV-2 IgG database
DOI: 10.17632/fx62wk8hwg.1
title: Serum metabolome of mice under intervention of FFCT

description: Serum metabolome of mice under intervention of FFCT
DOI: 10.17632/5c3x8smx4d.2
title: S2SLT-E2K: Sequence to Sequence Language Translation from English to Konkani using Neural Machine Systems

description: The code and dataset has been included in this. Code file is in .ipynb format. Dataset contains English and Konkani equivalent sentences which in total has 70158 rows. The dataset file is in .xlsx format which may have to be converted to .csv file format while executing.

We would like to express our gratitude to Indian Language Technology Proliferation and Deployment Centre for providing us with the datasets.
DOI: 10.17632/hmg3knz6kz.1
title: Data to Accompany: Epidemiological Patterns of Cannabis- and Substance- Related Congenital Gastrointestinal Anomalies Across Europe 2010-2019: Space-Time and Causal Inference Study.

description: Data accompany paper of above title.
DOI: 10.17632/h8djdjv5fp.2
title: Raw data of gut microbiota in 23 mice

description: Raw data of gut microbiota in 23 mice, including sequence data, sequence length, taxonomy data, extraction detection report, et al.
DOI: 10.17632/27xsfggy6h.1
title: Broadband and high transmission multifunctional metasurface based on temperature-tunable InSb (OPTICS 128161)

description: Broadband and high transmission multifunctional metasurface based on temperature-tunable InSb :

1.The relative permittivity real part of InSb at different temperatures.

2. The relative permittivity imaginary part of InSb at different temperatures.

3. The transmission coefficient of the proposed meta-atom at 220 K.

4.The transmission coefficient of the proposed meta-atom at 360 K.

5.The phase shift of the proposed meta-atom at 220 K.

6.The phase shift of the proposed meta-atom at 360 K.

7. The transmission coefficient at 220k and 360k for 8 meta-atoms at 0.75 THz.

8. The transmission coefficient at 220k and 360k for 8 meta-atoms at 0.85 THz.

9. The transmission coefficient at 220k and 360k for 8 meta-atoms at 0.95 THz.

10.The abnormal deflector at 0.75 Thz at the temperature of 220 k and 360 k.

11. The abnormal deflector at 0.85 Thz at the temperature of 220 k and 360 k.

12. The abnormal deflector at 0.95 Thz at the temperature of 220 k and 360 k.

13.The electric field strength of the x component along x axis of the proposed metalens at 220k and 360k.
DOI: 10.17632/tysn37t426.1
title: Data to Accompany : European Epidemiological Patterns of Cannabis- and Substance- Related Body Wall Congenital Anomalies: Space-time and Causal Inferential Study.

description: Data accompany paper of above title
DOI: 10.17632/j2j7vfdvcm.1
title: LINF_230015700

description: SET22
Leishmania infantum (strain JPCM5)
DOI: 10.17632/zsbmk48f6z.1
title: LINF_230015800

description: hypothetical protein - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/kp4cfzhh4s.1
title: LINF_230015900

description: actin interacting protein-like protein
Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.6351452
title: Raw Data for the article: Changes in the Transcriptome Profiles of Human Amnion-Derived Mesenchymal Stromal/Stem Cells Induced by Three-Dimensional Culture: A Potential Priming Strategy to Improve Their Properties

description: Mesenchymal stromal/stem cells (MSCs) are believed to function in vivo as a homeostatic tool that shows therapeutic properties for tissue repair/regeneration. Conventionally, these cells are expanded in two-dimensional (2D) cultures, and, in that case, MSCs undergo genotypic/phenotypic changes resulting in a loss of their therapeutic capabilities. Moreover, several clinical trials using MSCs have shown controversial results with moderate/insufficient therapeutic responses. Different priming methods were tested to improve MSC effects, and three-dimensional (3D) culturing techniques were also examined. MSC spheroids display increased therapeutic properties, and, in this context, it is crucial to understand molecular changes underlying spheroid generation. To address these limitations, we performed RNA-seq on human amnion-derived MSCs (hAMSCs) cultured in both 2D and 3D conditions and examined the transcriptome changes associated with hAMSC spheroid formation. We found a large number of 3D culture-sensitive genes and identified selected genes related to 3D hAMSC therapeutic effects. In particular, we observed that these genes can regulate proliferation/differentiation, as well as immunomodulatory and angiogenic processes. We validated RNA-seq results by qRT-PCR and methylome analysis and investigation of secreted factors. Overall, our results showed that hAMSC spheroid culture represents a promising approach to cell-based therapy that could significantly impact hAMSC application in the field of regenerative medicine.
DOI: 10.5281/zenodo.6351451
title: Raw Data for the article: Changes in the Transcriptome Profiles of Human Amnion-Derived Mesenchymal Stromal/Stem Cells Induced by Three-Dimensional Culture: A Potential Priming Strategy to Improve Their Properties

description: Mesenchymal stromal/stem cells (MSCs) are believed to function in vivo as a homeostatic tool that shows therapeutic properties for tissue repair/regeneration. Conventionally, these cells are expanded in two-dimensional (2D) cultures, and, in that case, MSCs undergo genotypic/phenotypic changes resulting in a loss of their therapeutic capabilities. Moreover, several clinical trials using MSCs have shown controversial results with moderate/insufficient therapeutic responses. Different priming methods were tested to improve MSC effects, and three-dimensional (3D) culturing techniques were also examined. MSC spheroids display increased therapeutic properties, and, in this context, it is crucial to understand molecular changes underlying spheroid generation. To address these limitations, we performed RNA-seq on human amnion-derived MSCs (hAMSCs) cultured in both 2D and 3D conditions and examined the transcriptome changes associated with hAMSC spheroid formation. We found a large number of 3D culture-sensitive genes and identified selected genes related to 3D hAMSC therapeutic effects. In particular, we observed that these genes can regulate proliferation/differentiation, as well as immunomodulatory and angiogenic processes. We validated RNA-seq results by qRT-PCR and methylome analysis and investigation of secreted factors. Overall, our results showed that hAMSC spheroid culture represents a promising approach to cell-based therapy that could significantly impact hAMSC application in the field of regenerative medicine.
DOI: 10.5525/gla.researchdata.1254
title: Clinical, Biorepository and Research Datasets for HCV Research UK

description: HCV Research UK is a consortium of clinical and scientific researchers from across the UK, which has recruited approximately 12,000 individuals who were infected with hepatitis C virus (HCV). Individuals gave consent for their data and samples to be utilised for research purposes. The clinical, sample and research data are held in individual databases that are linked by an overarching application that allows selection of data based on an extensive range of clinical phenotypes and demographics. Applications for access to data and/or samples is required for approval of release; all applications are considered by the HCV Research UK Tissue and Data Access Committee (TDAC). Following approval, a formal agreement is agreed between the University of Glasgow (the Managing Party for HCV Research UK) and institutions representing the applicant(s). Access to data and samples also requires costs to be covered for preparing data and selecting samples.
DOI: 10.17632/xxhpyhp2rr.1
title: Choice of Campsites

description: Understanding how tourists choose campsites in wildlife protected areas. Their demographics, campsite attributes and past experience in L.Nakuru National Park Kenya.
DOI: 10.17632/jj564x4jzr.1
title: LINF_230016000

description: SET21
Leishmania infantum (strain JPCM5)
DOI: 10.17632/276x68fbjh.1
title: LINF_230017000

description: sucrose hydrolase-like protein
Leishmania infantum (strain JPCM5)
DOI: 10.17632/292232h2w9.1
title: The pattern of mandibular third molar impaction and its relation to caries development

description: DATA to investigate the pattern of mandibular third molar impaction and the associated carious lesion in a sample of Emirati individuals.
DOI: 10.17632/3z9jstfjn2.1
title: LINF_230016100

description: Na/H antiporter-like protein
Leishmania infantum (strain JPCM5)
DOI: 10.17632/d5hcf27zp7.1
title: Age of Marriage and legal plurality around the world

description: Age of Marriage and legal plurality around the world
DOI: 10.17632/wh399cnj9r.1
title: All data for "Unusual occurrence of alkylphenanthrenes in upper Eocene to Oligocene sediments from the western margin of Tasmania, Australia" paper

description: Unusual occurrence of alkylphenanthrenes in upper Eocene to Oligocene sediments from the western margin of Tasmania, Australia
DOI: 10.17632/575wb9dztw.1
title: The “Hungarian Model” – The Dialectical Relationship of the Self and the Other on the Background of the 2015 Refugee Crisis

description: The dataset consists of the coded segments and memos for the project titled The “Hungarian Model” – The Dialectical Relationship of the Self and the Other on the Background of the 2015 Refugee Crisis. The data was utilized for the preparation of an article with the same title. The research is part of my dissertation research.
DOI: 10.17632/5hj87862nr.1
title: Arshad and Santos (2022) Supplemental Figure & Tables

description: A histogram of the concentration of hepatic triacylglycerol is presented in Supplemental Figure S1, whereas Beta coefficients and respective SE for predictors retained in the final models are presented in the Tables for the associations of hepatic triacylglycerol on day 8 postpartum with production, health, and reproduction responses in dairy cows.
DOI: 10.17632/f6mxbf9z6m.1
title: Original data of SNHG12-occludin project

description: We sought to characterize BBB integrity in Snhg12 eKO mice by measuring the leakage of exogenous FITC-dextran tracers. FITC-conjugated 40-kDa or 70-kDa dextran tracer (250μg/g) dissolved in saline was injected to 3-month-old Snhg12 eKO and control mice through the tail vein. Brains and retinas were harvested after 30-min or 40-min circulation. Vascular leakage of brain and retinas to 40-kDa or 70-kDa dextran tracer was quantified by leakage intensity of extravascular fluorescein. The results showed that the brain of 3-month-old Snhg12 eKO mice displayed obvious extravascular accumulation of 40kDa-dextran, whereas the fluorescein was confined to microvessels in control littermates. Meanwhile, we checked the integrity of blood-retina barrier (BRB), an analog of BBB. In the eyes of Snhg12 eKO mice, severe vascular leakage was observed through 40kDa-dextran, but not in the eyes of control mice. The integrity of BBB and BRB were further quantified by measuring the leakage of a larger molecule tracer (70kDa-dextran) in Snhg12 eKO mice. The fluorescent tracer was constrained to the vessels of both brain and retina. .
DOI: 10.17632/t9h6p943xy.5
title: BanglaSER: A Bangla speech emotion recognition dataset

description: BanglaSER is a Bangla language-based speech emotion recognition dataset. It consists of speech-audio data of 34 participating speakers from diverse age groups between 19 and 47 years, with a balanced 17 male and 17 female nonprofessional participating actors. This dataset contains 1467 Bangla speech-audio recordings of five rudimentary human emotional states, namely angry, happy, neutral, sad, and surprise. Three trials are conducted for each emotional state. Hence, the total number of recordings involves 3 statements × 3 repetitions × 4 emotional states (angry, happy, sad, and surprise) × 34 participating speakers = 1224 recordings + 3 statements × 3 repetitions × 1 emotional state (neutral) × 27 participating speakers = 243 recordings, making the total number of recordings of 1467. BanglaSER dataset is collected by recording through smartphones, and laptops, having a balanced number of recordings in each category with evenly distributed participating male and female actors, preserves the real-life environment, and would serve as an essential training dataset for the speech emotion recognition model in terms of generalization. BanglaSER is compatible with various deep learning architectures such as CNN, LSTM, BiLSTM etc.
DOI: 10.17632/kmnm9ngg62.1
title: COVID-19: Risk perception, risk communication, and Infection prevention & control among healthcare workers

description: This explanatory sequential mixed-method study aimed to address following research questions-
- How do healthcare providers perceive risks related to the ongoing COVID-19 pandemic in Bangladesh? 
- What are the communication channels, influencers, and content used for communicating COVID-19 risk with the healthcare providers in Bangladesh? 
- How do healthcare providers engage in COVID-19 infection prevention and control practices at healthcare settings?
- How risk perception is being shaped by the nature of risk communication among healthcare providers at time of COVID-19 pandemic?

From quantitative data, the infection prevention and control behaviors of healthcare providers of tertiary care health facilities in Bangladesh have been explored applying the theory of "Health Belief Model". Moreover, risk perception and risk communication among healthcare workers are determined and have been triangulated with qualitative findings.
DOI: 10.17632/gwpd8mn2bt.1
title: LINF_230016400

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/ttz7wtcv4t.2
title: Data and scripts to assess potential seed dispersers for Zamia pseudoparasitica cones

description: Epiphytic lifestyles have evolved independently in ecologically, morphologically and taxonomically diverse plant species. Although this adaptation is widespread among angiosperms, it is only known to have arisen in a single gymnosperm species, Zamia pseudoparasitica (Cycadophyta). Zamia pseudoparasitica is endemic to the mountains of Western Panama and little is known about the ecology of this unusual cycad. Here we provide the first report of a potential seed disperser of Z. pseudoparasitica. Between late-October 2019 and March 2020, we conducted arboreal camera trapping at three sites along the Talamanca Cordillera in Western Panama, yielding an accumulated survey effort of 271 camera days. Weekly direct observations were also performed using handheld binoculars at one site. Arboreal camera trapping revealed at least seven mammal species that visit this epiphytic cycad. At all three sites, the Northern olingo (Bassaricyon gabbii) was seen visiting individuals of Z. pseudoparasitica repeatedly, both while cones were closed and after they had opened. We estimated the time-varying intensity of the visits throughout our sampling and used mixed models to compare the length of visits when cones were closed versus when they were open. Both duration and time-varying intensity of visits increased after cones had opened and we documented Northern olingo removing and carrying away seeds. We also observed predation by the Yellow-eared Toucanet (Selenidera spectabilis) which picked and destroyed mature Z. pseudoparasitica seeds. These results suggest that the Northern olingo could be an important seed dispersal agent for this rare epiphytic gymnosperm.
DOI: 10.17632/3gx5f24fpv.1
title: Anxiety, self-efficacy, and self-regulation in high school students: The mediating role of attentional control

description: This is our data for a article about the concept of attentional control. Other concepts are self-efficacy, self-regulation and anxiety.
DOI: 10.17632/yhtssbgsg9.2
title: Why do students adopt LMS system in Covid-19 pandemic: Data research from Vietnam

description: Data was collected from 876 students who used a learning management system (LMS) in their educational activities at Vietnam's higher education institutions. Research constructs are measured using 14 items that have been inherited from prior studies and altered to meet the Vietnam context.
DOI: 10.5281/zenodo.6351444
title: Data related to article "Adjuvant chemotherapy after severe myelotoxicity during chemoradiation phase in malignant gliomas. Is it feasibile? Results from AINO study (Italian Association for Neuro-Oncology)"

description: xls clinical dataset on glioma Istituto Besta patients involved in the study mentioned at title.
DOI: 10.5281/zenodo.6351443
title: Data related to article "Adjuvant chemotherapy after severe myelotoxicity during chemoradiation phase in malignant gliomas. Is it feasibile? Results from AINO study (Italian Association for Neuro-Oncology)"

description: xls clinical dataset on glioma Istituto Besta patients involved in the study mentioned at title.
DOI: 10.17632/scxrfrv8rv.1
title: Public data of the article in EPS

description: The archive contains data figures of the article "M.Yu. Kulikov, M.V. Belikovich, M. Grygalashvyly, G.R. Sonnemann, and A.M. Feigin, The revised method for retrieving daytime distributions of atomic oxygen and odd-hydrogens in the mesopause region from satellite observations, Earth, Planets and Space, 2022.
DOI: 10.17632/bhpmhm6pg2.1
title: Measuring Seaport efficiency using a two stage integrating Malmquist and Resampling DEA model during the period 2017-2020 

description: This study aims to evaluate the top 18 seaports' operational efficiency in the context of Vietnam.
First, the DEA resampling technique is applied to forecast the next three years of data (2018–2023) with Lucas weight prediction.
Second, the DEA Malmquist model is employed to evaluate the productivity change level.
DOI: 10.17632/jkxdtprddw.1
title: Data used in Morphological and anatomical variability of stems of an industrial hemp collection and properties of its fibers

description: Industrial hemp (Cannabis sativa L.) is identified as a leading fiber crop and interest in C. sativa fiber is increasing due to its new range of industrial applications. However, the complexity of hemp germplasm resulted in insufficient information on the effect of genotypes on fiber quality and quantity. In this study, 16 fiber and non-fiber type hemp genotypes were evaluated to compare the morpho-anatomical differences of stems and physicomechanical fiber properties under three retting methods and to understand the effect of the stem color on the properties of hemp fibers. Morphological markers were scored and stem anatomy was examined using live and herbarium collections. Stems were retted using chemical, enzymatic, and microbiological methods. The resulting fibers were tested for tensile strength, moisture retention, color, and bast and hurd dry weights. Hemp genotypes showed morphological variation that affects fiber processing and a unique pattern of fiber wedges in cross-sections of the basal internode. Fiber yield, tensile strength, color, and moisture retention significantly varied among genotypes. Hemp collection used in this study formed three clusters in Principal Component Analysis and traits such as internodal length, node number, hurd yield, and tensile strength highly contributed to the total variability.  Additionally, non-fiber type hemp that showed important fiber properties were identified. The hemp genotypes that were selected based on our approaches can be tailored towards the specificities of the end-usage of choice. Our methods will enable the exploration of hemp genetic diversity pertaining to fiber properties and contribute to the preliminary identification of genotypes as a supplement to genetic analyses.
DOI: 10.17632/zxwc83632c.1
title: Manuka honey inhibits biofilm and pellicle formation of  Pectobacterium brasiliense

description: The effects of manuka honey on biofilm and pellicle formation by Pectobacterium brasiliense and analyze the expression of biofilm- and pellicle-encoding genes by using semi-quantitative PCR analized by ImageJ and RT-qPCR.