cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/548vtzjbyf.1
title: ResDerainNet

description: Most outdoor vision systems can be influenced by rainy weather conditions. We present a single-image rain removal method, called ResDerainNet.The proposed network can automatically detect rain streaks and remove them. Based on the deep convolutional neural networks (CNN), we learn the mapping relationship between rainy and residual images from data. Furthermore, for training, we synthesize rainy images considering various rain models. Specifically, we mainly focus on the composite models as well as orientations and scales of rain streaks. In summary, we make following contributions; - A residual deep network is introduced to remove rain noise. Unlike the plane deep network which learns the mapping relationship between noisy and clean images, we learn the relationship between rainy and residual images from data. This speeds up the training process and improves the de-raining performance. - An automatic rain noise generator is introduced to obtain synthetic rain noise. Most de-raining methods create rain noise by using Photoshop. Since synthetic rain noise has many parameters, it is difficult to automatically adjust these parameters. In our method, we can easily change some parameters on MATLAB, which saves time and effort to get natural rain noise. - A combination of linear additive composite model and screen blend model is proposed to make synthetic rainy images. In order for the training network to be applicable to a wide range of rainy images, only one composite model is not enough. Our experimental results show that a combination of these models achieves better performance than using either model.
DOI: 10.17632/5prh576k9d.1
title: Experimental Data from Autonomous Flights of a Quadcopter

description: This data set contains flight data from autonomous flights of a custom built quadcopter. The quadcopter was programmed to fly a Figure-8 flight path, at a constant altitude, with a varying number of waypoints.
DOI: 10.17632/7894wb6yxh.1
title: B cell alterations during BAFF inhibition with belimumab in SLE

description: Mass cytometry data, systemic lupus erythematosus patients at Karolinska Universitetssjukhuset at the start of belimumab treatment and follow-up time-points. Generated on a CyTOF2 machine. In run1, B cells were gated for CD20 (positive) and CD3 (negative) and CD4 T cells for CD20 (negative), CD3 (positive) and CD4 (positive). The data for both runs has been bead normalised.
DOI: 10.17632/7rkxyvz63r.1
title: Associative oppositions of the abstract entity ‘team of host country' in the linguistic structure of the semantic domain 'ice hockey’ in German

description: In my research, I develop Saussure's notion of abstract and concrete entities which are related to each other as abstract generalization and material foundation. This relation constitutes the linguistic structure, i.e. the language. One can speak about an abstract entity in the linguistic structure if there is a series of material elements (words or linguistic complexes) which are used in oral or written speach to express the notion which is contained in a particular abstact entity. The aim of my research is to establish the linguistic structure of the semantic domain 'ice hockey' in German. The texts about ice hockey events, posted on websites of German mass media, serves me as source of evidence. While gathering the information, I fond some words and linguistic complexes which has a common feature: they are used when it is necessary to say about the national team of a host country. The present table summarizes these finds.
DOI: 10.17632/88g9zsxwnt.1
title: Supporting data set for : Artificial Neural Network-based Repair and Maintenance Cost Estimation Model for Rice Combine Harvester

description: This data consist of : 1. Accumulative R&M cost vs. harvest area (North region). 2. Accumulative R&M cost vs. harvest area (Northeast region). 3. Accumulative R&M cost vs. harvest area (Central region). 4. Conventional R&M cost equation based on power function-fitted coefficients. 5. ANN target R&M cost data. 6. ANN training data. 7.ANN trained network. (MATLAB model) 8.ANN-based R&M cost estimation model. (MATLAB model) 9.Curve fitting coefficients (power function-fitted) of North region. 10.Curve fitting coefficients (power function-fitted) of Northeast region. 11.Curve fitting coefficients (power function-fitted) of Central region.
DOI: 10.17632/98rpn7xp2s.1
title: Rural Communities and National Disaster Risk Reduction Strategies in Zimbabwe: An Analysis of Survey Data

description: The data set used descriptive survey design which utilized both quantitative and qualitative data collection methods using both the qualitative interview and focus group discussion guides and quantitative questionnaires as data collection tools. A sample size of 272 was randomly selected from the total district population of 104, 342 to answer the questionnaire. They were selected according to households. On the other hand, a sample of 6 key informant interviewees and 3 focus group discussions of 6 participants each were purposively selected to provide qualitative data. Quantitative data from questionnaires was analyzed using Statistical Package for Social Sciences (SPSS) version 24. For qualitative data from interviews and focus group discussions thematic analysis was used. Data was presented in tables and figures. The data shows the socio-economic demographic characteristics of participants, obstacles to disaster risk reduction programming and the opportunities in disaster risk reduction programming.
DOI: 10.17632/bt8fgxyj5n.1
title: Characterization of hBN and Graphene Heterostructures

description: The molecular dynamics(MD) simulation is performed to characterize the mechanical properties of van der Waals heterostructures composed of graphene and hexagonal boron nitride(hBN) single layer sheets. The graphene-hBN and hBN-graphene-hBN heterostructures simulations are carried out under tensile and shear deformation. Accordingly, stress versus strain curves of each system are plotted and various properties of heterostructures, namely elastic modulus and shear modulus as well as failure stress and failure strain, are evaluated and compared.
DOI: 10.17632/bx4ky7pdyc.1
title: Original blots for Yadav et al. TFIID-SEC

description: Original blots for Yadav et al. TFIID regulating SEC recruitment
DOI: 10.17632/c74ymmgvkp.1
title: Pareto front (PF) for small-sized instances SI_1 and SI_2

description: The attached files are the true PFs for two randomly generated small-sized instances, i.e., SI_1 and SI_2. As we can see, there are a total of 4 and 11 nondominated solutions for SI_1 and SI_2, respectively.
DOI: 10.17632/c74ymmgvkp.2
title: Pareto front (PF) for small-sized instances SI_1 and SI_2

description: The attached files are the true PFs for two randomly generated small-sized instances, i.e., SI_1 and SI_2. As we can see, there are a total of 4 and 11 nondominated solutions for SI_1 and SI_2, respectively. Please kindly click the “Download all files” button, then you can access the files without any login information.
DOI: 10.17632/csn43wrnb9.1
title: Stage Two Hypertensives Are Less Stisfied with Life than Those with Lower Blood Pressure Readings

description: Data was obtained from people attending a cardiovascular health screening test.
DOI: 10.17632/d2vwry7j3x.1
title: TRIM2, a novel member of the antiviral family, limits new world arenavirus entry

description: Data related to the manuscript "TRIM2, a novel member of the antiviral family, limits new world arenavirus entry"
DOI: 10.17632/fycyk3yzh8.4
title: Code of eelsMicr Computer Program For Improved EELS Microanalysis Method

description: The aim of the present dataset is to provide codes of routines that allow constructing programs connected with the following two works: " Improved Electron Energy Loss Spectroscopy (EELS) Microanalysis Method" and " Kramers-Kronig Analysis Adapted to Use Just Electron Energy Loss Spectroscopy (EELS) Data "by (Hadji, 2018a, 2018b). These codes of routines allow constructing programs related to these texts as well as the source of the program, named 'eelsMicr', used to get the data given in these preprints. Now, 'eelsMicr' allows obtaining, besides EELS parameters and physical quantities such as NAA and so on in the cases where the experimental data are obtained using a collection semi-angle less than the plasmon cutoff angle, therefore using a set of formulas that is partly different from that previously used (Hadji, 2016), some optical properties such as the refractive index, the complex dielectric function and so forth using no more than EELS data. These routines can be assembled to generate different programs. Several ways of assembling them are provided in eelsMicr under a "Menu" sort of scheme. Additional useful information is also provided. This dataset is therefore previous dataset with same name extended to do more work. Relevant eelsMicr is available at: https://www.researchgate.net/project/Analytical-Techniques-in-Electron-Energy-Loss-Spectroscopy/update/5bfd50a93843b00675478f66 Hadji, N. More accurate formulas for determination of absolute atom concentration using electron energy-loss spectroscopy, Microsc. Microanal. 22 (2016) 1381–1388. https://doi.org/10.1017/S1431927616011776. Hadji, N. Improved Electron Energy Loss Spectroscopy (EELS) Microanalysis Method, ReseachGate, (2018a). http://www.researchgate.net/project/Analytical-Techniques-in-Electron-Energy-Loss-Spectroscopy. Hadji, N. Kramers-Kronig Analysis Adapted to Use Just Electron Energy Loss Spectroscopy (EELS) Data, ReseachGate, (2018b). https://www.researchgate.net/publication/329216419_Kramers-Kronig_analysis_adapted_to_get_refractive_index_for_visible_light_etc
DOI: 10.17632/g223h3p8gy.1
title: Knowledge Translation Dataset: An e-Health Intervention for Pregnancy in Inflammatory Bowel Disease

description: This article presents data collected from a cohort of patients with inflammatory bowel disease, who expressed interest in family planning and reproductive health in their clinical context. They were randomized (1:1, text-only vs. multimedia content) to access an online e-health portal containing educational information on the topic. The data collected at baseline includes demographics, DOB (converted to birth year to protect PII), highest level of education, employment, income, family history, languages, marital status, and extensive reproductive history including children, current pregnancy, pregnancy outcomes and health, future and current family plans. Inflammatory Bowel Disease history was also collected including family history of IBD, diagnosis, year diagnosed, previous and current medications, specialist access, discussion of reproductive topics in IBD, and sources of pregnancy in IBD information accessed. All of this data is included in Appendix A. Standardized, validated questionnaires on knowledge (‘CCPKnow’), reproductive concerns, beliefs about medications (‘BMQ’), and medication adherence (‘MARS-5’) were also collected at pre-intervention, post-intervention, and 6+ months later. They are detailed below and included in Appendix B. 1. Patient reproductive concerns: Six IBD-specific reproductive concern questions were asked (adapted from Marri et al (2007))3,4. Participants responded ‘yes’ or ‘no’ to each statement. 2. MARS-5: Self-reported adherence was assessed using a 5 statement questionnaire evaluating non-adherent medication taking behaviors5. Participants scored each statement on a 5-point Likert scale, ranging from 1 = always to 5 = never. 3. BMQ IBD S18: A version of the validated BMQ questionnaire specific to IBD was used to measure beliefs that influenced adherence to medications. Questions from the BMQ are classified as either “specific”(personal beliefs), further subdivided into necessity and concerns scales, or “general”, divided into harm and overuse scales6. Participants ranked statements from each scale on a Likert spectrum (1 = strongly disagree, 5 = strongly agree). This particular version of the BMQ included only the “specific” beliefs, with 8 necessity statements and 9 concerns statements. 4. CCPKnow: 17 item validated score used to measure IBD-specific reproductive knowledge7. Correct answers to the questions (5 options each question) are usually summed to form a total score, and typically categorized into levels consisting of poor (0 to 7), adequate (8 to 10), good (11 to 13) and very good (14 to 17). Feedback questions were asked regarding the intervention itself at post-intervention and 6 months later. The questions are included in Appendix C. Finally, analytics data on the usage and access time for specific pages and users was pulled from the portal, and is included in the raw datasets.
DOI: 10.17632/gdfvxvr7f2.1
title: PACIFIC trial substudy - Predictive value of targeted proteomics for coronary plaque morphology in patients with suspected coronary artery disease

description: De-identified data set pertaining the article "Predictive value of targeted proteomics for coronary plaque morphology in patients with suspected coronary artery disease" by Bom et al in EBiomedicine. All individual participant data that underlie the results reported in this article are shown in the first data sheet. The second data sheet contains a data dictionary.
DOI: 10.17632/j7mc9jp7vr.1
title: The Goals Approach Related Work

description: Methods which include a business process design, and a software architecture which models a user interface, or alternatively, the business logic and database. Matching of the methods with the Zachman Framework. Results of Systematic Comparison (MVC). Columns: SF: Associated Scientific Fields Method: Method Name Source: 1. Empirical Development (TGA); 2. Formalization (TGA); 3. Peer-Review of Submissions; 4. Citing Source; 5. Search Engine Source String: String associated with the source Year: Year of publication Citations: Numer of citations Title: Title of publication Reference: Reference SDM: Software Development Method B&S: Models Business and Software BDM: Business Development Method SC: If chosen for systematic comparison what-planner: ZF Cell how-planner: ZF Cell where-planner: ZF Cell who-planner: ZF Cell when-planner: ZF Cell why-planner; Belief: ZF Cell; TGA concept what-owner; DE: ZF Cell; TGA concept how-owner; BP: ZF Cell; TGA concept where-owner; LI & LV: ZF Cell; TGA concept where-owner; IX: ZF Cell; TGA concept who-owner; Actor: ZF Cell; TGA concept when-owner: ZF Cell why-owner: ZF Cell what-designer: ZF Cell how-designer; UT: ZF Cell; TGA concept where-designer; AS: ZF Cell; TGA concept who-designer: ZF Cell when-designer: ZF Cell why-designer; BR: ZF Cell; TGA concept what-builder: ZF Cell how-builder; UIntention: ZF Cell; TGA concept where-builder; IC: ZF Cell; TGA concept who-builder: ZF Cell when-builder: ZF Cell why-builder; UISR: ZF Cell; TGA concept why-builder; BDSR: ZF Cell; TGA concept what-implem.: ZF Cell how-implem.; Uinteraction: ZF Cell; TGA concept where-implem.; IO: ZF Cell; TGA concept who-builder: ZF Cell when-implem.: ZF Cell why-implem.: ZF Cell ZF Cell Count: ZF Covered Cells V: View Traceability C: Controller Traceability M: Model Traceability
DOI: 10.17632/nc477xffnv.1
title: Tsallis q-statistics derived from Wp Index

description: The data archive consist of digital data sample of 1-min Wp index and estimated values of Tsallis q-statistics (qsen, qrel, qstat and qGR) from the Wp index for the period of 13-21 March 2015.
DOI: 10.17632/p8ht9ffv9n.1
title: Loneliness and Schizotypal Traits in Cognitive Failures

description: Loneliness commonly occurs among patients with schizophrenia. It disrupts emotional and cognitive functioning, two interrelated domains. However, more often than not, these affected domains are investigated separately. Further, there is limited research on the consequences of loneliness for individuals thought to be prone to psychosis in their demonstration of sub-clinical schizotypal traits. Against a backdrop of schizotypal traits, the current study investigated the effects of loneliness on the relationship between negative emotional states and cognitive failures. Sub-clinical schizotypal traits, loneliness, negative emotional states and cognitive failures were measured in 156 university students. A moderation analysis was conducted using the PROCESS macro for SPSS to examine how the relationship between negative emotional states and cognitive failures varied according to schizotypal traits. Additional moderation by loneliness was further examined. Negative emotional states and cognitive failures were more strongly related as schizotypal traits increased. The presence of loneliness further intensified this relationship across all levels of schizotypal traits. However, effect sizes of loneliness decreased as schizotypal traits increased. The relationship between negative affect and cognitive failures is moderated by schizotypal traits and loneliness. Loneliness interacts with schizotypal traits dynamically and warrants further investigation.
DOI: 10.17632/phm6ztsd9t.1
title: Lactobacillus mucosae DPC 6426 as a Bile-Modifying and Immunomodulatory Microbe

description: DATA Four separate documents are contained herein. The first pertains to bile deconjugation profiling and bile salt hydrolase activity displayed by a number of Lactobacillus mucosae and Lactobacillus reuteri strains. The sheets contained within this file include "Protein Extract BSH Assay", "Bile Deconjugation by Class" and "Bile Deconjugation Complete", with the latter two containing data for both murine and porcine bile exposures. The second document contains cytokine gene expression and media concentrations of same following exposures of RAW264.7 macrophages to varying levels of exopolysaccharide (EPS) and secretome of Lactobacillus mucosae DPC 6426. Data includes IL-10, IL-6, TNF-a, CD206 and iNOS expression, as well as medium concentrations of IL-10 and NO, and cell viability assays. The third contains reactive oxygen species release results from both promyelocyte cell line and human isolated neutrophils following exposures to varying levels of EPS. The final document contains data relating to TLR reporter assays in human embryonic kidney cells following exposures to varying levels of EPS. ABSTRACT Background | Lactobacillus mucosae DPC 6426 has previously demonstrated potentially cardio-protective properties, in the form of dyslipidaemia and hypercholesterolemia correction in an apolipoprotein-E deficient mouse model. This study aims to characterise the manner in which this microbe may modulate host bile pool composition and immune response, in the context of cardiovascular disease. Lactobacillus mucosae DPC 6426 was assessed for bile salt hydrolase activity and specificity. The microbe was compared against several other enteric strains of the same species, as well as a confirmed bile salt hydrolase-active strain, Lactobacillus reuteri APC 2587. Results | Quantitative bile salt hydrolase assays revealed that enzymatic extracts from Lactobacillus reuteri APC 2587 and Lactobacillus mucosae DPC 6426 demonstrate the greatest activity in vitro. Bile acid profiling of porcine and murine bile following incubation with Lactobacillus mucosae DPC 6426 confirmed a preference for hydrolysis of glyco-conjugated bile acids. In addition, the purified exopolysaccharide and secretome of Lactobacillus mucosae DPC 6426 were investigated for immunomodulatory capabilities using RAW264.7 macrophages. Gene expression data revealed that both fractions stimulated increases in interleukin-6 and interleukin-10 gene transcription in the murine macrophages, while the entire secretome was necessary to increase CD206 transcription. Moreover, the EPS elicited a dose-dependent increase in nitric oxide and interleukin-10 production from RAW264.7 macrophages, concurrent with increased tumour necrosis factor- secretion at all doses. Conclusions | This study indicates that Lactobacillus mucosae DPC 6426 modulates both bile pool composition and immune system tone in a manner which may contribute significantly to the previously identified cardio-protective phenotype.
DOI: 10.17632/scjj4xngcf.1
title: Datasets for

description: Supplement for article: E. D. Adamovic, P. L. Aleksandrov, O. V. Gradov, L. M. Mamalyga, and M. L. Mamalyga. Correction of the recording artifacts and detection of the functional deviations in ECG by means of syndrome decoding with an automatic burst error correction of the cyclic codes using periodograms for determination of code component spectral range. Part III. It's the next article of the cycle: E. D. Adamoviс, P. L. Aleksandrov, O. V. Gradov, L. M. Mamalyga, and M. L. Mamalyga. Correction of the recording artifacts and detection of the functional deviations in ECG by means of syndrome decoding with an automatic burst error correction of the cyclic codes using periodograms for determination of the code component spectral range. I. Cardiometry, 6:65–76, 2015. E. D. Adamovic, P. L. Aleksandrov, O. V. Gradov, L. M. Mamalyga, and M. L. Mamalyga. Correction of the recording artifacts and detection of the functional deviations in ECG by means of syndrome decoding with an automatic burst error correction of the cyclic codes using periodograms for determination of code component spectral range. II. Cardiometry, 8:39–46, 2016.
DOI: 10.17632/sn3nh36k5k.1
title: Design files for A low-cost bench-top research device for turbidity measurement by radially distributed light intensity sensing at multiple wavelengths

description: Design files for a low-cost, open-source turbidity measurement instrument.
DOI: 10.17632/t9bch4ks99.1
title: Zircon U-Pb-Hf, whole-rock analysis and Sr-Nd isotope of ore-related intrusions in Erdaohe deposit
DOI: 10.17632/tdhmfcg5b9.1
title: seed burial experiment in P. yunnanensis forest

description: This is the data of seed bank investigation in Pinus yunnanensis, and the data we did seed burial experiment in P. yunnanensis forest.
DOI: 10.17632/vgjjb6cc26.1
title: Discrete visit to park data set

description: SPSS data set Relating to Well being in three aspects: Hedonic odemonic and restorative and to distinction between discrete and social visits to park. We test whether discrete or social visits are motivated by different aspects of Well Being and if any of these preference for styles of visit results in more or less well-being. We present here the raw data.
DOI: 10.17632/x6h52v9by5.1
title: Nakanishi et el, Immunity 2018

description: Role of atypical PKCs, PKCζ and PKCλ/ι, in the development of Serrated adenocarcinoma, through a mechanism that involves immunosuppression and inflammation.
DOI: 10.17632/x8nvf3tfnn.1
title: Results of three schedulers

description: This file contains the results of three schedulers. Please kindly click the “Download all files” button, then you can access the files without any login information.
DOI: 10.17632/yg92ys7d45.1
title: Annexes to A GIS-based model to assess electric energy consumptions and usable renewable energy potential in Lazio Region at municipality scale

description: Annex 1 - plants powered by RES in the Lazio Region; Annex 2 - Electricity consumptions, RES electricity production and percentages of electricity consumption from local RES for each Lazio Municipality; Annex 3 - Additional PV power and PV surface for each Lazio Municipality
DOI: 10.17632/ym798wy75g.1
title: Quantum-classical mechanics: Nature of the luminescence spectra in polymethine dyes and J-aggregates

description: Mathcad program files validating the results in figures 1-7.