cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ktmb6w7yb8
title: Immune cells in ocular allergy

description: The datasheet, contains dendritic cell density at 5 locations of the eye, corneal centre, inferior whorl, corneal periphery, corneal limbus, and bulbar conjunctiva. dendritic cell morphology also at the mentioned locations assessed for the cell body size, presence of dendrites, presence of long dendrites, and presence of thick dendrites. All measurements were undertaken using in vivo confocal microscopy. Data are for two groups, allergy, and control group and the ocular allergy signs and symptoms were also measured by the Aston University Allergy Questionnaire and signs assessed by the slit lamp. Differences between allergy and control groups were assessed for the measured variables.
DOI: 10.17632/s9jygpbb7b
title: Improved BIRECTv Algorithm based on a New Approach for the Identification of Potentially Optimal Rectangles

description: This codes are used as the basis for the following preprint by : N. Belkacem and L. Chiter "Improved BIRECTv Algorithm Based on a New Approach for the Identification of Potentially Optimal Rectangles".   BIRECTv is modification suggested to the recently introduced  BIRECT (BIsection of RECTangles) algorithm.  A new deterministic approach, named BIRECTv algorithm (where v stands for vertices), combines bisection with sampling on diagonal vertices. Also, a new variation of the BIRECTv algorithm, called BIRECTvl- is also introduced. 
This MATLAB code performs optimization using a multi-division algorithm. The code optimizes various test functions and applies a multi-division strategy to find the optimal solution within a specified tolerance. The code is based on the following steps:

Define test functions: The code contains a set of predefined test functions like Ackley, Bohachevsky, Beale, Branin, Dixon & Price, Griewank, Hartman, Matyas, Michalewics, Rastrigin, Rosenbrock, Schwefel, Sphere, Trid, Zakharov, and others. Each test function has a specified domain and a known global minimum or maximum.

Set optimization parameters: Parameters like the maximum number of iterations (nmaxit), the maximum number of function evaluations (nmaxfun), tolerance (epsilon), pe (percent error), and other options related to graphics and display are defined.

Initialize optimization: The algorithm starts by initializing variables to store the function values (f), the rectangle boundaries (A and B), and other relevant data.

Main optimization loop: The algorithm enters a loop where it repeatedly divides rectangles into smaller sub-rectangles until a stopping criterion is met. It keeps track of the best minimum (f_min) found so far and the corresponding optimal point (x_min).

Rectangle division: The algorithm divides each rectangle into sub-rectangles based on potentially optimal rectangles. It maintains a list of potentially optimal rectangles that need to be further divided.

Convergence and display: The algorithm checks for convergence conditions like the percent error (pe) and the maximum number of function evaluations. It also provides graphical representations of the optimization process and the convergence plot.

Output: The algorithm outputs the optimal solution (xmin) and the corresponding minimum value (fmin), along with other relevant information about the optimization process.

It's important to note that the code assumes the existence of a function "f" that takes a vector of inputs and returns the value of the objective function to be minimized. Additionally, the test functions are predefined, and the code selects one based on the value of "example" (e.g., "example=9" selects the Branin function).
DOI: 10.17632/sf7252ybwv
title: Dietary intakes before orthopaedic surgery

description: Regardless of the time available between the time of contemplation of surgery and the day of admission, a patient who eats healthy is reasonably more suitable for surgery than a patient who does not meet the daily requirements for energy and nutrients. A successful education for healthy food choices is one possible way to sustain the exercise therapy, improve recovery, and thus contribute to the patient’s long-term health. The expected benefits presuppose that the patient follows a healthy diet, but it is unclear which advice is needed to improve dietary choices. The dataset was used to stimulate the writing of the article "Healthy eating for elective major orthopedic surgery: quality, quantity, and timing", which was published in the Journal of Multidisciplinary Healthcare in 2023.
DOI: 10.17632/wxrd9fh9xt
title: End product formation of glucose in the presence of organic acids by Thermoanaerobacter pseudethanolicus

description: Degradation of glucose in the presence of organic acids by Thermoanaerobacter pseudethanolicus. Data shows the effect of various environmental factors on the conversion of organic acids to their corresponding alcohols.
DOI: 10.17632/2sxt4775s6
title: Survival Outcomes of Rare Cutaneous Malignancies within an Insured Cohort of Patients, 1988-2018

description: Mendeley Supplemental Figure 1: Kaplan Meier Overall Survival Curves by Race/Ethnicity for our Cohort of DFSP Diagnoses Mendeley Supplemental Figure 2: Kaplan Meier Disease-Specific Survival Curves by Race/Ethnicity for our Cohort of DFSP Diagnoses Mendeley Supplemental Figure 3: Kaplan Meier Overall Survival Curves by Race/Ethnicity for our Cohort of CAS Diagnoses Mendeley Supplemental Figure 4: Kaplan Meier Disease-Specific Survival Curves by Race/Ethnicity for our Cohort of CAS Diagnoses Mendeley Supplemental Figure 5: Kaplan Meier Overall Survival Curves by Race/Ethnicity for our Cohort of MCC Diagnoses Mendeley Supplemental Figure 6: Kaplan Meier Disease-Specific Survival Curves by Race/Ethnicity for our Cohort of MCC Diagnoses Mendeley Supplemental Figure 7: Kaplan Meier Overall Survival Curves by Race/Ethnicity for our Cohort of SC Diagnoses Mendeley Supplemental Figure 8: Kaplan Meier Disease-Specific Survival Curves by Race/Ethnicity for our Cohort of SC Diagnoses *DFSP: dermatofibrosarcoma protuberans; CAS: cutaneous angiosarcoma; MCC: Merkel cell carcinoma; SC: sebaceous carcinoma
DOI: 10.17632/2yrw73rwpn
title: Raw data for "Functionalized polysiloxanes with perylene diimides and poly(ethylene glycol): synthesis and properties"

description: Raw data related to the manuscript "Functionalized polysiloxanes with perylene diimides and poly(ethylene glycol): synthesis and properties"
DOI: 10.17632/4npwpj43gw
title: Selected metal(oid) concentrations in the liver and muscle of Clarias gariepinus and Schilbe intermedius: a dataset of the Tzaneen Dam populations in South Africa

description: This data comprise morphometric characteristics of Clarius gariepinus and Schilbe intermedius from Tzaneen Dam. The dam also presents metal(loid) concentrations recorded in the liver and muscle of these two species. It was hypothesized that since the catchment is not characterized by heavy industrial activities, metal(loid) concentration in the water, sediment, and fish tissues will be low. However, these results are showing that the bottom sediment and fish tissues have accumulated elevated concentrations. How the data was collected is clearly described under steps to reproduce.
DOI: 10.17632/4vzth59mfc
title: Building the Values of Rahmatan Lil 'Alamin for Indonesian Economic Development at 4.0 Era from the Perspective of Philosophy and Islamic Economic Law

description: This research aims to build the value of rahmatan lil 'alamin in Indonesian economic development at 4.0 era from the perspective of philosophy and shariah economic law. The role of both is considered important regarding with freedom to do any economic activities in Indonesia as the non-Islamic state in the formal term yet at the same time is known as a sharia economic community due to its world’s largest Moslem population. This literature-normative research is  qualitative with a statutory, historical, comparative and conceptual approach. It found that first, rahmatan lil 'alamin (sheltering the entire ummah and not exclusive to Moslem only) value enables the philosophy of Islamic law to contribute in developing Indonesian economy. The goal of Islam as a religion to guide its believers toward the happiness of the world and the hereafter and the triangle concept among philosophy of God, human, and nature, for example, make it possible for Islamic economic with its rahmatan lil 'alamin values to cover deficiencies of the conventional economic system. Second, the philosophy of rahmatan lil 'alamin in Islamic economics can be manifested by organizing social services, such as waqf, relying on the spirit of building justice in life, narrowing social gaps, as well as enlivening Islamic values. In the era of 4.0, implementation of the value can be adjusted to recent demands and situations, such as cash waqf, halal industry, halal food, halal tourism and so on
DOI: 10.17632/63jxdbv9t2
title: Modeling of seismic anisotropy observations reveals plausible lowermost mantle flow directions beneath Siberia

description: Abstract: Observations of seismic anisotropy just above the core-mantle boundary are a powerful way to understand the dynamics of the lowermost mantle. Here we present models of seismic anisotropy in the lowermost mantle beneath Siberia based on new and previously published body wave observations. We compile a set of measurements based on a variety of data types, including the differential splitting of SK(K)S-PKS and S-ScS phases and polarities of PdP and SdS reflections off the D” discontinuity. We carry out ray theoretical forward modeling of these data sets in combination, using a novel approach that allows for tighter constraints on the geometry of anisotropy than would be possible using a single data type. We test a range of plausible mechanisms for anisotropy, including a variety of candidate minerals (bridgmanite, post-perovskite, and ferropericlase), dominant slip systems, and orientations, and consider both single-crystal elasticity and elastic tensors based on polycrystalline texture modeling. In general, we find that post-perovskite (with either a [100](010) or [100](001) dominant slip system) or bridgmanite models provide the best fit to the observations. The best-fitting models suggest a dominant shear direction to the southwest or northeast direction at the base of the mantle. This is consistent with flow directed towards the Perm anomaly, potentially driven by slab remnants impinging on the core-mantle boundary. 

This repository contains supporting information files.
DOI: 10.17632/6rrzthht5b
title: Settling dynamics of cohesive sediments in a highly turbid tidal river

description: Settling velocity variability in surface waters of the Garonne Tidal River
DOI: 10.17632/6xww8xw7nx
title: LINF_300040300

description: Protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/6zzw6rm943
title: The impact of upscaling push-pull cultivation for individual farmers, communities, and landscapes in the Mara region

description: Data collected from Butiama, Bunda, Tarime, and Rorya districts on push-pull maize farming.
DOI: 10.17632/bzf7xvw7p5
title: LINF_200018100

description: Nucleosome assembly protein (NAP)
Leishmania infantum (strain JPCM5)
DOI: 10.17632/dyy8xfvpkf
title: Metamorphic proteins at the basis of human autophagy initiation and lipid transfer. Nguyen et al.

description: Autophagy is a conserved intracellular degradation pathway that generates de novo double-membrane autophagosomes to target a wide range of material for lysosomal degradation. In multicellular organisms, autophagy initiation requires the timely assembly of a contact site between the ER and the nascent autophagosome. Here, we report the in vitro reconstitution of a full-length seven-subunit human autophagy initiation super-complex, build on a core complex of ATG13-101 and ATG9. Assembly of this core complex requires the rare ability of ATG13 and ATG101 to switch between distinct folds. The slow spontaneous metamorphic conversion is rate-limiting for the self-assembly of the super-complex. The interaction of the core complex with ATG2-WIPI4 enhances tethering of membrane vesicles and accelerates lipid transfer of ATG2 by both ATG9 and ATG13-101. Our work uncovers the molecular basis of the contact site and its assembly mechanisms imposed by the metamorphosis of ATG13-101 to regulate autophagosome biogenesis in space and time.
DOI: 10.17632/dz3vvfgph3
title: LINF_300007600

description: mitochondrial RNA binding protein 1 | MRB1680 | KH2F1
Leishmania infantum (strain JPCM5)
DOI: 10.17632/f74p9vvdyd
title: LINF_190010500

description: protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/fw5v83xg65
title: 'Assessing the dynamics of international competitiveness based on high-tech exports: Insights from a heterogenous panel of selected G20 countries

description: This dataset is used in the empirical analysis of the article titled: Assessing the dynamics of international competitiveness based on high-tech exports: Insights from a heterogenous panel of selected G20 countries
DOI: 10.17632/jw7w35swtr
title: Sedimentary evidence for a period of rapid environmental change in the Yangtze River Delta, China around 150 years ago

description: This dataset includes the grain size,stable isotope of organic carbon, OSL, and radionuclide activities measured from two sediments cores (KZ01-A and KZ02), which were collected from the North Channel of Yangtze River mouth. The dataset was used to reconstruct the evolution history of the North Channel and to examine the extreme events including the storm and river flood.
DOI: 10.17632/k33xvnxhdb
title: Code & Data for "Viral infection switches the balance between bacterial and eukaryotic recyclers of organic matter during coccolithophore blooms"

description: Code & Data for "Viral infection switches the balance between bacterial and eukaryotic recyclers of organic matter during coccolithophore blooms"
Data also available on Dryad: (https://doi.org/10.5061/dryad.q573n5tfr)
Sequences are deposited on NCBI: Bioproject PRJNA694552: 16S data is available under Biosample SAMN17576248 and 18S data is available under Biosample SAMN20295136
Flow cam data is deposited on Ecotaxa: "Flowcam Composite Aquacosm_2018_VIMS-Ehux"
DOI: 10.17632/p8gxgfrbwy
title: An exploratory study of financial behaviour using handwriting analysis for personality trait of openness to experience

description: The primary data was collected using a questionnaire tool developed in the English language. It was administered to 900 participants based on convenience sampling with 44% success rate, i.e 402 respondents filled the questionnaire and provided the needed information. 
The handwriting features used for analysis were extracted from the questionnaire using the sample text “The London Letter” originally designed by Osborn in 1929 (Harralson & Miller, 2018) as a predetermined text (Gavrilescu & Vizireanu, 2018) This paragraph has been used to collect handwriting samples in order to extract handwriting features for published studies. 
The behavioral statements were included to gather data that could be used for classification according to the Big Five Personality Traits Model. The questionnaire is based on the big five personality traits, and uses related facets along with correlated adjectives from John & Srivastava’s well cited work (John & Srivastava, 1999).
DOI: 10.17632/zztkms2b2t
title: COVID-19 pandemic risk to biodiversity and community wellbeing

description: A dataset on community knowledge on COVID-19 impacts and its prevalence in Bugoma Landscape
DOI: 10.17632/5hbwt43yk3
title: RTOP Data for Rwandan CBC Physics Classroom

description: The data in form of classroom observation were collected using the reformed teaching observation protocol (RTOP) to assess the implementation of the Physics competence-based curriculum (CBC). It comprises 42 observations from six schools in Rwanda.
DOI: 10.17632/858hcgbhmk
title: prueba

description: Formal analysis, Methodology, Investigation, Visualization, Writing – original draft
DOI: 10.17632/gpm9rvtnpr
title: Data for "Spectrally decomposed radiative kernels based on the ERA5 reanalysis"

description: This datasets contains the ERA5 spectral radiative kernels and other data used for the figures in the article.
DOI: 10.17632/tcc2mbmys4
title: The role of B cells in immune cell activation in polycystic ovary syndrome

description: Variations in B cell numbers are associated with polycystic ovary syndrome (PCOS) through unknown mechanisms. Here we demonstrate that B cells are not central mediators of PCOS pathology and that their frequencies are altered as a direct effect of androgen receptor activation. Hyperandrogenic women with PCOS have increased frequencies of age-associated double-negative B memory cells and increased levels of circulating immunoglobulin M (IgM). However, the transfer of serum IgG from women into wild-type female mice induces only an increase in body weight. Furthermore, RAG1 knock-out mice, which lack mature T- and B cells, fail to develop any PCOS-like phenotype. In wild-type mice, co-treatment with flutamide, an androgen receptor antagonist, prevents not only the development of a PCOS-like phenotype but also alterations of B cell frequencies induced by dihydrotestosterone (DHT). Finally, B cell-deficient mice, when exposed to DHT, are not protected from developing a PCOS-like phenotype. These results urge further studies on B cell functions and their effects on autoimmune comorbidities highly prevalent among women with PCOS.
DOI: 10.17632/vv3mvsmrb6
title: LINF_010011100

description: Rab-GTPase-TBC domain containing protein
DOI: 10.17632/x476fyxgs5
title: Liquid Biopsies in Advanced Cutaneous Squamous Cell Carcinoma

description: Summary of studies included in systematic review on liquid biopsies in advanced cutaneous squamous cell carcinoma
DOI: 10.17632/yzygtkmsjf
title: The main script describes the non-equilibrium process during charging lithium-ion battery

description: The main script describes the non-equilibrium process during charging lithium-ion battery
DOI: 10.17632/z8mhbwpd6k
title: Data for: The effects of technological factors on the carbon emissions from various sectors in China—A spatial perspective

description: This is the original data of the research.
DOI: 10.17632/5bkgk7jzzs
title: Clothing detergent category data

description: The data provided was obtained using a questionnaire that required respondents to rank product profiles for clothing detergent products presented in the poster provided. Generic categories of clothing detergents consisting of five product attributes were presented to respondents for ranking in their order of importance. Using conjoint analysis techniques, the relative importance of each attribute was calculated as indicated in the manuscript.
DOI: 10.17632/5g2grgyw82
title: Data: Linear Regression Modelling of Population and GDP using Adaptive Learning Rate Optimization Algorithms

description: Adaptive Learning Rate Optimization Algorithms (ALROA) are used in solving machine and deep learning problems. This study aims to adopt these algorithms to estimate the coefficients of traditional linear regression models between global population and GDP by countries for the Year 2019. Algorithms such as Stochastic Gradient Descent (SGD), Stochastic Gradient Descent with Momentum (SGD with Momentum), Nesterov Accelerated Gradient Descent (NAG), Modified Root Mean Squared Propagation (Modified RMSprop), and Modified Adaptive Moment Estimation (Modified Adam) were used in this study. A learning rate of 0.01 and exponential decay rates of 0.9 and 0.999 were used for the first and second momentum. Half Mean Square Error (HMSE) was used as the loss function while Root Mean Square Error (RMSE) was used to rank the algorithms in order of accuracy. Keywords: Cost Function, Modified Adam, Gradient Descent, RMSE
DOI: 10.17632/g9z8vckm5y
title: Data for "Temporal resource partitioning of scavengers on wildebeest carcasses after riverine mass mortality events"

description: These files contain three data files, an R Markdown file consisting of all the analysis code needed to recreate the data analysis and figures in this manuscript, and an HTML file that is the final run of the R Markdown file with all the analysis and figures present. These data are for counts of avian and non-avian scavengers on wildebeest carcasses following mass drownings in the Mara River, Kenya.
DOI: 10.17632/hw39d5kxs6
title: Supplementary Material for: A Comparative Study of Item Space  Visualizations for Recommender Systems

description: This is the supplementary material for the article “A Comparative Study of Item Space  Visualizations for Recommender Systems” as submitted to the International Journal of Human-Computer Studies.
DOI: 10.17632/kbyd3hzwbj
title: Data for: Microfiber abundance associated with coral tissue varies geographically on the Belize Mesoamerican Barrier Reef System

description: Data files and R code to support Oldenburg et al. (2020).
DOI: 10.17632/tf6vxn6kpb
title: LDHU3_01.0860

description: hypothetical protein - conserved; Leishmania donovani
DOI: 10.17632/w7t7wmmgm7
title: GDF15-GFRAL orchestrates glutathione synthesis via NRF2-elicited GCLC activation to impede cuproptosis

description: Untargeted metabolomic data
DOI: 10.17632/xnx7p847p4
title: 2020_Surrogate_Explicit_Full

description: Supporting data of the Surrogate_Explicit_Full Paper by Fernandez et al., 2020 submitted to GRL
DOI: 10.17632/ynj2m6zt6x
title: MG1655 Images & Meshes

description: This data was used to train a support vector machine that distinguishes between correct and incorrect cell detections. E. coli MG1655 was grown in five different media ranging from nutrient rich to nutrient poor. The different nutrient conditions yielded cells of different sizes and morphologies in order to train a model that deals well with cells of varying sizes.