cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/bkgw7c57wf.2
title: Multi-user human activity recognition through adaptively distinguishing location-independent individuals WiFi signal characteristics

description: The dataset accompanying this research endeavor serves as a valuable resource for scholars and researchers engaged in the domain of human activity recognition using WiFi signals, with a specific focus on multi-people sensing. The dataset was meticulously curated through experimentation conducted with a Raspberry Pi 4B setup, employing two distinct devices (RPi1, RPi2). The data collection spanned diverse scenarios and activities, encapsulating the complexities inherent in multi-user environments.

The dataset comprises CSI data, extracted using MATLAB code from TCPDUMP files, and subsequently subjected to a rigorous preprocessing and cleaning pipeline. This meticulous approach ensures the integrity and quality of the dataset, providing a robust foundation for subsequent analyses and experimentation.

In terms of experimental design, the dataset encapsulates a myriad of scenarios, each denoted by specific nomenclature (e.g., fx_S_2_1, fx_S_3_2), elucidating the nature of activities performed by individuals in a given environment. The experimental setup includes considerations for room dimensions (9m x 13m x 30cm), device placement (3m distance, 1m height for transmitter, 1.5m for receivers), and various activities such as standing, walking, sitting, running, and falls.

The dataset's academic significance lies in its capacity to facilitate in-depth investigations into the challenges and potentials of multi-people sensing using WiFi signals, particularly through the lens of Channel State Information. Researchers can leverage this dataset to validate and extend existing methodologies, fostering advancements in the realm of WiFi-based human activity recognition.
DOI: 10.17632/ghw9rxx4nc.1
title: The relationship between inflation rates and non-renewable energy prices: from geopolitical risk index perspective in Turkey.

description: The file includes data from January 2005 to December 2022, using monthly data sourced from reputable providers. for the following variables:
Inflation Rates, Geopolitical Risk, Oil Price, Exchange Rate, and the Industrial Production Index.
DOI: 10.17632/gvt4xj6m9b.1
title: Bibliometric Dataset (1993-2023) on Tourist Profile, Destination Image, and Tourism satisfaction: A Comprehensive Analysis of Scientific Publications

description: The dataset comprises bibliometrics data from articles published on the research theme of ‘Tourist Profile, Destination Image, and Tourism satisfaction’ extracted from the Dimension research data base.
DOI: 10.17632/gvt4xj6m9b.2
title: Bibliometric Dataset (1993-2023) on Tourist Profile, Destination Image, and Tourism satisfaction

description: The dataset comprises bibliometrics data from articles published on the research theme of ‘Tourist Profile, Destination Image, and Tourism satisfaction’ extracted from the Dimension research data base.
DOI: 10.17632/8kyprdcjht.1
title: AI in Indian Libraries: Prospects and Perceptions from Library Professionals

description: Subaveerapandiyan, A., and Alfian Akbar Gozali. “AI in Indian Libraries: Prospects and Perceptions from Library Professionals.” Open Information Science 8, no. 1 (January 1, 2024). https://doi.org/10.1515/opis-2022-0164.
DOI: 10.17632/4wp7s82dmh.1
title: Social Media's Dynamic Impact on Collaborative Learning and Academic Success in Higher Education – A Mixed Methods Investigation

description: Social Media's Dynamic Impact on Collaborative Learning and Academic Success in Higher Education – A Mixed Methods Investigation
DOI: 10.17632/rnbvzsy6x9.1
title: CREAM cognitive function failure mode probability estimation data

description: In this data set, survey data from 5 experts to assign the weight for the levels of nine CPCs based on CREAM is included. The Dempster–Shafer theory (DST)(Shafer, 1976; Dempster, 2008), also called a “theory of evidence," is employed to fuse the experts' opinions on the CPCs. As a generalization of both probability and possibility theories (Ayyub & Klir, 2006), DST has the capacity to reduce uncertainty in evidence from different sources in an effective and valid manner (Kavya et al., 2023). It is widely used in the process of combining evidence (Sezer et al., 2022; Bani-Mustafa et al., 2020).

Consider a frame of discernment (FOD), Θ={H_1,〖 H〗_2…H_n }, containing finite and mutual exclusive hypotheses on the status of a parameter. In this case, one FOD for each CPC was considered, and the set contained the possible levels that the CPC can undergo. Through its strength to a power set, all the possible combinations of the levels are represented and called propositions:

 2^Θ={∅,{H_1 },{H_2 },…{H_n },{H_1∪H_2 },… ,{H_1∪H_2∪…H_i },…{H_1∪H_2∪…H_n }} 

Each expert can assign a value (weight) to each combination of levels between [0,1] based on belief in the proposition. This can be expressed as a basic probability assignment (BPA), also referred to as the mass function m: 2^Θ→[0,1].
Based on the combined weights collected from the experts, the level of each CPC could be selected, and the corresponding multiplier for each cognitive function could be assigned.
The other related work will be find on Journal Safety Science.
DOI: 10.17632/rnbvzsy6x9.2
title: CREAM cognitive function failure mode probability estimation data

description: In this dataset, survey data from 5 experts to assign the weight for the levels of nine CPCs based on CREAM is included. The Dempster–Shafer theory (DST)(Shafer, 1976; Dempster, 2008), also called a “theory of evidence," is employed to fuse the experts' opinions on the CPCs. As a generalization of both probability and possibility theories (Ayyub & Klir, 2006), DST has the capacity to reduce uncertainty in evidence from different sources effectively and validly (Kavya et al., 2023). It is widely used in the process of combining evidence (Sezer et al., 2022; Bani-Mustafa et al., 2020).

Consider a frame of discernment (FOD), Θ={H_1,〖 H〗_2…H_n }, containing finite and mutual exclusive hypotheses on the status of a parameter. In this case, one FOD for each CPC was considered, and the set contained the possible levels that the CPC can undergo. Through its strength to a power set, all the possible combinations of the levels are represented and called propositions:

 2^Θ={∅,{H_1 },{H_2 },…{H_n },{H_1∪H_2 },… ,{H_1∪H_2∪…H_i },…{H_1∪H_2∪…H_n }} 

Each expert can assign a value (weight) to each combination of levels between [0,1] based on belief in the proposition. This can be expressed as a basic probability assignment (BPA), also referred to as the mass function m: 2^Θ→[0,1].
Based on the combined weights collected from the experts, the level of each CPC could be selected, and the corresponding multiplier for each cognitive function could be assigned.
The other related work will be find on Journal Safety Science.
DOI: 10.17632/p23ghwjhxj.1
title: Restless nights when sick: ectoparasite infections alter rest-activity cycles of diurnal fish hosts

description: Data supporting the findings of the paper.
DOI: 10.17632/vhdn9nx29b.1
title: Replication code and data for "Robust portfolio selection with subjective risk aversion under dependence uncertainty"

description: The files contain the replication code and data and replication instructions that replicate the results presented in the paper titled "Robust portfolio selection with subjective risk aversion under dependence uncertainty".
DOI: 10.17632/y67kjh6g9n.1
title: Impact of Service Quality on Purchase Intentions with Consumer Confidence as Mediators

description: sharing data, explaining the data processing used, testing validity and reliability and results to answer research hypotheses
DOI: 10.17632/wmb4prh9ft.1
title: The Role of Germline BRCA1 & BRCA2 Mutations in Familial Pancreatic Cancer: A Systematic Review

description: This is the PRISMA checklist guideline of The Role of Germline BRCA1 & BRCA2 Mutations in Familial Pancreatic Cancer: A Systematic Review
DOI: 10.17632/d9tym45y3y.1
title: Data for "Dominant wavelength: A tool for morphological simplification of stylolites. "

description: DWL scripts, and stylolites datasets for the paper entitled: "Dominant wavelength: A tool for morphological simplification of stylolites". 
Any questions please send an email to: adrdavi123@gmail.com or andredavi@ufpr.br

Supplementary Material A: Folder with three folders: Folder1: "octave or matlab executable"; Folder2: "output files", Folder3: "source code"


--1) Folder1: "octave or matlab executable"

 Three files:

 "dwl_script.m": Script for extracting dominant wavelength in digitalized stylolites. 
 Steps to reproduce: 

 1. Read CSV files, with X and Y coordinates;
 2. Remove trends by polynomial regression;
 3. Spatial grid information;
 4. Fabricate new grid by Y-interpolation;
 5. Frequency grid;
 6. Fast Fourier Transform;
 7. Dominant frequency and wavelength;
 8. Bandpass filter (Call function Bandpass);
 9. Show results.

 "Bandpass.m": Apply bandpass filter to the profile f(x), considering the frequency interval [kappa0,kappa1].
 Steps to reproduce:


 1. Spatial grid information;
 2. Frequency grid;
 3. Fast Fourier Transform;
 4. Multiplication by the filter and inverse transform.


 "working_sample_1.csv": Cartesian coordinates of a digitized stylolite.


 Dwl script, Bandpass function and "Working_sample_1.csv" must be in the same folder.


--2) Folder2: "output files"

 Four output figures:

 "figure_1_bandpass_filter.jpg": Results of applying the bandpass filter in the real frequency domain. 
 
 "figure_2_stylolite_grid.jpg": Stylolite grid

 "figure_3_dwl_final_image.jpg": Comparison between the dominant wavelengths and the digitized stylolite.


--3) Folder3: "source code"
 
 Three files:

 "bandpass_filter_source_code.txt"

 "dwl_script_source_code.txt"
 
 "working_sample_1.csv": Cartesian coordinates of a digitized stylolite. 


 


Supplementary Material B: DWL, geometric data and morphological classification of stylolites. This material consists of four tables:

Table 1: Stylolites hosted in Calcitic Breccia;
Table 2: Stylolites hosted in Dolomitic Breccia; 
Table 3: Stylolites hosted in Calcitic Marble;
Table 4: Stylolites hosted in Metamarl.

"Code and data availability.rar": All code and supplementary materials compressed (.zip).
DOI: 10.17632/rtj4yhnds6.1
title: Termination of Treatment Supplemental Figure

description: Photograph of brisk reaction attained after treatment with 5-fluorouracil and imiquimod.
DOI: 10.17632/gn2zyv5trx.1
title: Assessing the Impacts of Land Use Land Cover Changes on Tree Occurrence and Diversity in Nalwekomba Wetland Catchment in Kamuli district, Uganda.

description: Land use Land Cover changes have a significant impact on tree occurrence and diversity, which in turn affect ecosystem functionality and resilience. This research project aims to assess the impacts of land use and land cover changes on tree occurrence and diversity in the Nalwenkomba Wetland Catchment area in Kamuli District, Eastern Uganda.
DOI: 10.17632/nmprv7c26f.1
title: Supplemental Methods

description: Supplemental methods for Combination Therapy with Imiquimod and 5-Fluorouracil Cream for The Treatment of Actinic Keratoses study
DOI: 10.17632/h8gbvbjptt.1
title: Evaluation of the color stability of three maxillofacial silicone materials after exposure to beverages

description: We compared 3 non-pigmented silicone elastomers and color changes under conditions simulating the regular consumption of hot beverage by a patient wearing a silicone lip prosthesis. It was observed that there was overall color change of these silicone prostheses after exposure exposed to the tested beverages.
DOI: 10.17632/kzk485hk65.1
title: Tectonic anatomy reveals the Chinese Altai-Kuerti-Dulate arc amalgamation in the southern Altaids

description: Supporting Information for[Tectonic anatomy reveals the Chinese Altai-Kuerti-Dulate arc amalgamation in the southern Altaids]
DOI: 10.17632/kzk485hk65.2
title: Tectonic anatomy reveals the Chinese Altai-Kuerti-Dulate arc amalgamation in the southern Altaids

description: Supporting Information for[Tectonic anatomy reveals the Chinese Altai-Kuerti-Dulate arc amalgamation in the southern Altaids]
DOI: 10.17632/kfpsv85krn.1
title: Preparation and characterization of a novel magnetic molecularly imprinted polymer capable of isolating and purifying cordycepin

description: The raw data of the paper. (Preparation and characterization of a novel magnetic molecularly imprinted polymer capable of isolating and purifying cordycepin) Including TEM,TG,VSM,XRD,FT-IR and HPLC data.
DOI: 10.17632/668dzb3pdt.1
title: Survey Data Set on the Readiness of Hospitals for Disaster and Emergency in North Sumatra Indonesia

description: The study was a survey method. Data were collected through interviews, observations, and document reviews by referring to the form checklist of Hospital Safety Index. Data consisted of disaster potentials, structural safety, non-structural safety, and functional aspects that were then synthesized to determine the disaster preparedness level of five hospitals in North Sumatra Indonesia. The Hospital Safety Index Level for RS A, RS B, and RS E are “B" level, indicating that their ability to function during and after emergencies and disasters is potentially at risk, thus intervention measures are needed in the short term. While RS C and RS D are at level "A", indicating that both hospitals will remain operational during emergencies and disasters. The analysed data will be useful in contributing to health policies and preparedness of hospitals and other health facilities in the face of disasters, as well as for further research on the impact of hospital services during and after disasters. It will also provide insights to stakeholders and those at the managerial level of hospitals formulating appropriate intervention plans to address or mitigate problems during disasters and after disasters to patients, disaster victims, health workers, and facilities.
DOI: 10.17632/668dzb3pdt.2
title: Survey Data Set on the Readiness of Hospitals for Disaster and Emergency in North Sumatra Indonesia

description: The study was a survey method. Data were collected through interviews, observations, and document reviews by referring to the form checklist of Hospital Safety Index. Data consisted of disaster potentials, structural safety, non-structural safety, and functional aspects that were then synthesized to determine the disaster preparedness level of five hospitals in North Sumatra Indonesia. The Hospital Safety Index Level for RS A, RS B, and RS E are “B" level, indicating that their ability to function during and after emergencies and disasters is potentially at risk, thus intervention measures are needed in the short term. While RS C and RS D are at level "A", indicating that both hospitals will remain operational during emergencies and disasters. The analysed data will be useful in contributing to health policies and preparedness of hospitals and other health facilities in the face of disasters, as well as for further research on the impact of hospital services during and after disasters. It will also provide insights to stakeholders and those at the managerial level of hospitals formulating appropriate intervention plans to address or mitigate problems during disasters and after disasters to patients, disaster victims, health workers, and facilities.
DOI: 10.17632/668dzb3pdt.3
title: Survey Data Set on the Readiness of Hospitals for Disaster and Emergency in North Sumatra Indonesia

description: The study was a survey method. Data were collected through interviews, observations, and document reviews by referring to the form checklist of Hospital Safety Index. Data consisted of disaster potentials, structural safety, non-structural safety, and functional aspects that were then synthesized to determine the disaster preparedness level of five hospitals in North Sumatra Indonesia. The Hospital Safety Index Level for RS A, RS B, and RS E are “B" level, indicating that their ability to function during and after emergencies and disasters is potentially at risk, thus intervention measures are needed in the short term. While RS C and RS D are at level "A", indicating that both hospitals will remain operational during emergencies and disasters. The analysed data will be useful in contributing to health policies and preparedness of hospitals and other health facilities in the face of disasters, as well as for further research on the impact of hospital services during and after disasters. It will also provide insights to stakeholders and those at the managerial level of hospitals formulating appropriate intervention plans to address or mitigate problems during disasters and after disasters to patients, disaster victims, health workers, and facilities.
DOI: 10.17632/mk6c4hz6b3.1
title: Tactile and kinaesthetic stimulation in preterm neonates with hyperbilirubinaemia

description: Sixty-eight neonates were enrolled and randomly assigned to either Group 1 (phototherapy + conventional NICU care) or Group 2 (phototherapy + tactile and kinesthetic stimulation). The tactile and kinesthetic stimulation group (Group B) exhibited statistically significant improvements compared to Group A. Neonates in Group B showed a more rapid reduction in bilirubin levels, significant weight gain, and a shortened duration of phototherapy. These differences suggest that the incorporation of tactile and kinesthetic stimulation alongside phototherapy may positively influence the management of hyperbilirubinemia in neonates.Both groups received standard phototherapy, while Group B additionally underwent tactile and kinesthetic interventions. Bilirubin levels, weight gain, and duration of phototherapy were measured and compared between the two groups. Statistical analyses, repeated measure ANOVA, paired t-tests and independent t test were employed to determine significant differences..
DOI: 10.17632/hvk9hknxcm.1
title: Data for JUE Insight: Ticket to Paradise? The Effect of a Public Transport Subsidy on Air Quality

description: Replication folder including data and code for JUE Insight: Ticket to Paradise? The Effect of a Public Transport Subsidy on Air Quality
DOI: 10.17632/tpppbcwbwx.1
title: Morphea-like subcutaneous panniculitis-like T-cell lymphoma

description: Immunohistochemical analysis of the second biopsy. The abnormal lymphocytes infiltrating subcutaneous fat demonstrated positivity for CD5, CD7, perforin, and T-cell receptor (TCR) βF1, but negativity for CD30, CD56, and TCR Cγ. In situ hybridization revealed the absence of EBER.
DOI: 10.17632/j9yn4t7nw3.1
title: LBM-DEM data for the infiltration characteristics of slurries in porous media

description: Based on the DEM-LBM coupled method, we built a simplified model to simulate the process of slurry infiltrating porous media. The simulation result indicated that the fine particles had stronger movement performance than large particles. Thus, larger particles generally stopped in the porous media surface and formed a filter cake mixture with the later fine particles. Whereas, fine particles composed blockage inside the porous media. In addition, the applied fluid pressure had a close relationship with the slurry infiltration. On the one hand, higher pressure could promote slurry to infiltrate porous media. On the other hand, the pressure could also make the media clog faster by the slurry. There was a pressure threshold to make the slurry infiltrate rapidly without immediate blockage. To further investigate the media clogging process of this simulation, we classified the blockage in the media as single clogging, connecting clogging, and retention clogging according to the mechanical stability and particle composition. At the same time, we also provided a detailed description to explain the clogging process during the slurry infiltration.
DOI: 10.17632/fgwktxpyy4.1
title: Pretest - Posttest and feedback analysis of data on learning medical humanities by 'theatre of oppressed' and 'interprofessional education' approaches

description: Pretest - Posttest and feedback response analysis of data on learning medical humanities by 'theatre of oppressed' and 'interprofessional education' approaches
DOI: 10.17632/jtmnb25zx2.1
title: Higher Risk of Melanoma-related Deaths for Patients Residing in Rural Counties: A Surveillance, Epidemiology, and End Results Program Study

description: Background: Prior literature has demonstrated a persistent and increasing “rural mortality penalty” (RMP) where those living rural areas have higher mortality rates compared to metropolitan counterparts. 
Objective: Analyze the latest SEER data to determine the current extent of the RMP on melanoma diagnoses.
Methods: Tumor and county characteristics, incidence, and mortality rates were compared using two-tailed t-tests. Relationships between rurality, time-to-treatment, and Breslow depth (BD) were analyzed using a Poisson generalized linear model and log-link function that accounted for race, age, gender, and income. For survival, a multivariate Cox Proportional Hazard (CPH) model controlling for the same factors plus tumor depth was employed. 
Results: 169,903 cases were analyzed with 11% of the cohort residing in rural counties. These patients had thicker tumors (BD 1.34mm vs. 1.18mm p&lt;0.001) and lower rates of T1 melanoma (BD &lt;0.75mm, 52.6% vs. 58.2%, p&lt;0.001). Incidence was higher (25.4 vs 21.7 cases/100,000 people/year, p&lt;0.001), and ten-year survival was lower in the rural cohort overall (87.69 vs. 90.24%, p&lt;0.001) and for localized melanoma (91.11% vs. 93.26%, p&lt;0.001). 
Rural patients had shorter average time-to-treatment, 0.30 vs. 0.35 months (p&lt;0.001). 
CPH model confirmed higher hazard ratio for disease specific death (DSD) for rural patients, 1.13 (p &lt;0.001; 95% CI: 1.08, 1.19). 
Conclusion: The RMP for patients with melanoma conferred a 13% higher risk of DSD and 17% higher incidence, indicating a significant disease burden in this population. This is likely due barriers to care, limiting early screening and diagnosis. Limitations include lack of covariates, county-level data, unknown confounders.
DOI: 10.6084/m9.figshare.25058651
title: Global freshwater fish invasion linked to the presence of closely related species

description: These datasets consist of R code, data, phylogenetic tree, and shapefile, along with introductions for the datasets. They are essential for reproducing the results and figures presented in the paper "Global freshwater fish invasion linked to the presence of closely related species" (Xu et al. Nature Communications).In the study, we used a comprehensive freshwater fish occurrence database to explore the biogeographical patterns of non-native fishes and their phylogenetic correlates worldwide. We first presented global biogeographical patterns for both exotic fishes introduced across countries and translocated fishes within those countries. Subsequently, we constructed a global phylogenetic tree of freshwater fish species to quantify the phylogenetic distances between each alien or translocated fish species and native fishes in each river basin within a country. Thereby, we examined the relationship between nonnative-native phylogenetic relatedness and the likelihood of non-native fish occurrence at global, biogeographical realm, and country scales, respectively. Additionally, we calculated the taxonomic and phylogenetic diversity of native fishes in each river basin and examined whether the relationship between phylogenetic relatedness and the occurrence of non-native fish species remains robust when considering the influence of native diversity.
DOI: 10.20351/29gd20230907
title: BIOMAP-WMED23 Cruise, RV García del Cid

description: Oceanographic data acquired during the BIOMAP-WMED23 Cruise (29GD20230907) on board the Research Vessel García del Cid in 2023.
DOI: 10.57710/alba-es-5
title: Test

description: Test