cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/w44p2zcwt8.1
title: Dataset for Siamese Neural Network Based Lineage Determination of Speech Samples Generated using Frequency Domain Distortions

description: The research is designed to build a Siamese Neural Network to determine the lineal relationship between speech samples. For this research, the TIMIT Acoustic-Phonetics continuous speech corpus was obtained under a data scholarship from Linguistic Data Consortium. The speech samples in TIMIT dataset where further modified using mathematical functions, and processed for Mel Frequency Cepstral Coefficients (MFCCs) extraction. Hence, our dataset consists of normal
DOI: 10.17632/8dr667fxhz
title: Physiological Responses to Emotional Video Stimuli: ECG, EDA, and Temperature Data

description: This dataset captures physiological measurements including ECG, EDA, and temperature, alongside accelerometer data, recorded during 18 different emotional video trials. The videos represent a range of emotional states, such as fear, sadness, happiness, and anger, among others. Each trial provides valuable insights into how individuals' stress and emotional responses are reflected in their physiological signals while viewing videos. Data for each participant includes timestamps (in milliseconds) and corresponding measurements for ECG, EDA, and temperature. This collection offers an opportunity for analyzing the correlation between emotional states and physiological changes, useful for stress research and emotion detection applications.
DOI: 10.17632/8dr667fxhz.1
title: Physiological Responses to Emotional Video Stimuli: ECG, EDA, and Temperature Data

description: This dataset captures physiological measurements including ECG, EDA, and temperature, alongside accelerometer data, recorded during 18 different emotional video trials. The videos represent a range of emotional states, such as fear, sadness, happiness, and anger, among others. Each trial provides valuable insights into how individuals' stress and emotional responses are reflected in their physiological signals while viewing videos. Data for each participant includes timestamps (in milliseconds) and corresponding measurements for ECG, EDA, and temperature. This collection offers an opportunity for analyzing the correlation between emotional states and physiological changes, useful for stress research and emotion detection applications.
DOI: 10.17632/z8r5ryp282
title: HOW IS IT RELEVANT TO TOURISTS’ REVISIT INTENTION: ANALYSIS OF EXTENDED THEORY OF PLANNED BEHAVIOUR (TPB) WITHIN WATER THEME PARK SETTING

description: This study extends the theory of planned behaviour (TPB) to investigate determinants of tourists’ revisit intention to Malaysia's water theme parks. Data from 322 respondents were analysed using PLS-SEM. Findings reveal that subjective norm, attitude, perceived behavioural control, and satisfaction significantly influence revisit intention, while water theme park image did not. Perceived value, water theme park image, and perceived service quality positively influence satisfaction. This study highlights the importance of employee training in enhancing performance, boosting tourist satisfaction, and improving water theme park image to promote revisit intention. As limited studies address this context, this study offers novel theoretical insights.
DOI: 10.17632/z8r5ryp282.1
title: HOW IS IT RELEVANT TO TOURISTS’ REVISIT INTENTION: ANALYSIS OF EXTENDED THEORY OF PLANNED BEHAVIOUR (TPB) WITHIN WATER THEME PARK SETTING

description: This study extends the theory of planned behaviour (TPB) to investigate determinants of tourists’ revisit intention to Malaysia's water theme parks. Data from 322 respondents were analysed using PLS-SEM. Findings reveal that subjective norm, attitude, perceived behavioural control, and satisfaction significantly influence revisit intention, while water theme park image did not. Perceived value, water theme park image, and perceived service quality positively influence satisfaction. This study highlights the importance of employee training in enhancing performance, boosting tourist satisfaction, and improving water theme park image to promote revisit intention. As limited studies address this context, this study offers novel theoretical insights.
DOI: 10.17632/kvrvcdw87t
title: Accelerated Intermittent Theta Burst Stimulation (iTBS) Decreased Cigarette Cue Attentional Bias (AB) in People With Comorbid Opioid Use Disorder (OUD) and Tobacco Use Disorder (TUD). A Pilot Study

description: This dataset encompasses examining the effects of the impact of accelerated intermittent theta burst stimulation (iTBS) versus sham iTBS (comprising four sessions in a day, 1800 pulses/session, delivered in an accelerated manner, at intervals of 50 minutes) on tobacco/opioid cravings and cue attentional bias (AB) for opioids/cigarettes in people with tobacco use disorder (TUD) and opioid use disorder (OUD). This is a pilot study, participants with both TUD and OUD were randomized to receive iTBS (n=8) or sham iTBS (n=7). 

Study Procedures. After completing a phone screen to determine eligibility, participants were scheduled for Day 1 procedures, which consisted of informed consent, collection of demographic details, measuring carbon monoxide (CO) using a Smokerlyzer Breath CO Monitor (Bedfont Scientific Ltd., Rochester, England), measuring blood alcohol level (BAL) using a Breathalyzer, administering Fagerstrom Test for Nicotine Dependence (FTND), an attentional bias screen (AB Screen) and structural MRI of the brain. All eligible study participants were randomized and scheduled to receive iTBS or sham iTBS a week from Day 1 (Day 2). On day 2, participants received four sessions of iTBS or sham iTBS at intervals of 50 minutes between sessions. The following assessments were administered in the indicated order at 3-time points (baseline, after the 1st session of iTBS/sham iTBS, and after the 4th session of iTBS/sham iTBS) - 1) cigarette cue AB measured with eye tracking (gaze fixation time), 2) opioid cue AB measured with eye tracking, 3) cigarette craving assessed using the short form version of tobacco craving questionnaire (TCQ-SF), and 4) opioid craving assessed using the opioid craving scale (OCS). 

Dataset Description. The dataset comprises 4 sheets. Sheet one comprises cigarette cue attentional bias data, sheet two comprises opioid cue attentional bias data, sheet three comprises cigarette craving data, and sheet four comprises opioid craving data.
DOI: 10.17632/kvrvcdw87t.4
title: Accelerated Intermittent Theta Burst Stimulation (iTBS) Decreased Cigarette Cue Attentional Bias (AB) in People With Comorbid Opioid Use Disorder (OUD) and Tobacco Use Disorder (TUD). A Pilot Study

description: This dataset encompasses examining the effects of the impact of accelerated intermittent theta burst stimulation (iTBS) versus sham iTBS (comprising four sessions in a day, 1800 pulses/session, delivered in an accelerated manner, at intervals of 50 minutes) on tobacco/opioid cravings and cue attentional bias (AB) for opioids/cigarettes in people with tobacco use disorder (TUD) and opioid use disorder (OUD). This is a pilot study, participants with both TUD and OUD were randomized to receive iTBS (n=8) or sham iTBS (n=7). 

Study Procedures. After completing a phone screen to determine eligibility, participants were scheduled for Day 1 procedures, which consisted of informed consent, collection of demographic details, measuring carbon monoxide (CO) using a Smokerlyzer Breath CO Monitor (Bedfont Scientific Ltd., Rochester, England), measuring blood alcohol level (BAL) using a Breathalyzer, administering Fagerstrom Test for Nicotine Dependence (FTND), an attentional bias screen (AB Screen) and structural MRI of the brain. All eligible study participants were randomized and scheduled to receive iTBS or sham iTBS a week from Day 1 (Day 2). On day 2, participants received four sessions of iTBS or sham iTBS at intervals of 50 minutes between sessions. The following assessments were administered in the indicated order at 3-time points (baseline, after the 1st session of iTBS/sham iTBS, and after the 4th session of iTBS/sham iTBS) - 1) cigarette cue AB measured with eye tracking (gaze fixation time), 2) opioid cue AB measured with eye tracking, 3) cigarette craving assessed using the short form version of tobacco craving questionnaire (TCQ-SF), and 4) opioid craving assessed using the opioid craving scale (OCS). 

Dataset Description. The dataset comprises 4 sheets. Sheet one comprises cigarette cue attentional bias data, sheet two comprises opioid cue attentional bias data, sheet three comprises cigarette craving data, and sheet four comprises opioid craving data.
DOI: 10.17632/9fzd42df7w
title: Function of the tail in myliobatid rays: role in controlling body stability

description: Accelerometer Data: Raw and processed data obtained from the accelerometer. Data is available for each model and for all experiments realized. 
Specimens measured: measurements of body and tail morphology for all specimens measured.
DOI: 10.17632/9fzd42df7w.1
title: Function of the tail in myliobatid rays: role in controlling body stability

description: Accelerometer Data: Raw and processed data obtained from the accelerometer. Data is available for each model and for all experiments realized. 
Specimens measured: measurements of body and tail morphology for all specimens measured.
DOI: 10.17632/t9b5wppjjj
title: Chatbot style research

description: This dataset was gathered to explore how consumers respond to chatbot-based services.
DOI: 10.17632/t9b5wppjjj.1
title: Chatbot style research

description: This dataset was gathered to explore how consumers respond to chatbot-based services.
DOI: 10.17632/zhpytg5bv2
title: A Dataset of Fluorescent Images of Semen, Milk, and Urine for AI Training

description: This dataset contains grayscale images of fluorescent stains from semen, milk, and urine on fabric, designed for training and evaluating computer vision models in forensic science. All images were captured under a Polilight source to simulate forensic analysis conditions and have been standardized to a 640x640 pixel resolution.
The dataset is intended for object detection and instance segmentation tasks. It provides a valuable resource for developing automated systems for the preliminary identification of biological and non-biological stains in a forensic context.
DOI: 10.17632/wskxppgmmt
title: PRIVACY CONCERNS, FEAR OF PAIN AND HEALTH ANXIETY IN WOMEN WHO HAD A SMEAR TEST Dataset

description: It is the database of the article
DOI: 10.17632/zhpytg5bv2.1
title: A Dataset of Fluorescent Images of Semen, Milk, and Urine for AI Training

description: This dataset contains grayscale images of fluorescent stains from semen, milk, and urine on fabric, designed for training and evaluating computer vision models in forensic science. All images were captured under a Polilight source to simulate forensic analysis conditions and have been standardized to a 640x640 pixel resolution.
The dataset is intended for object detection and instance segmentation tasks. It provides a valuable resource for developing automated systems for the preliminary identification of biological and non-biological stains in a forensic context.
DOI: 10.17632/wskxppgmmt.1
title: PRIVACY CONCERNS, FEAR OF PAIN AND HEALTH ANXIETY IN WOMEN WHO HAD A SMEAR TEST Dataset

description: It is the database of the article
DOI: 10.17632/3gbjwd7w3c
title: Identifying marine transgressive-regressive depositional cycles in distal shelf mudstones from the Western Interior Seaway of North America using high-resolution (500 um) chemostratigraphy of the Upper Cretaceous Mancos Shale-Datasets

description: High-resolution elemental data collected from an Itrax micro-X-ray fluorescence core scanner can be used to develop chemostratigraphic profiles of visually homogeneous mudstones that can potentially be correlated with near-shore facies with much higher accuracy than with lithology and well-log data alone. Our data, which was collected at 0.5-mm sampling resolution from 92 metres of the Upper Cretaceous Mancos Shale from North America, showed transgressive-regressive marine cycles based on siliciclastic input, terrestrial vs marine-dominant sedimentation, and relative redox and organic matter conditions in the sediment at sub-Milankovitch (i.e., millennial scale) frequency; this has not previously been documented in the literature over this length of core. By clustering the data using a hierarchical clustering algorithm known as a Self-Organising Map, we were able to also create detailed chemofacies for every sampling interval to compare the overall elemental signatures in the sediments and describe the depositional environment (prodelta, mudbelt, shelf) and relative proximity to shoreline.
The elemental data are presented in total counts of fluoresced X-rays for each element. As the total number of fluoresced X-rays will be dependent on the energy of the incident X-rays as well as the exposure time, both of which are user-defined parameters, the data are semi-quantitative and do not provide information on the absolute amount (e.g., wt.%, ppm, ppb) of any given element. Each folder contains the individual elemental data files, based on core depth in feet below the surface, as tab-separated .txt files (e.g., C15_6557-6561.txt) as well as the accompanying core image (e.g., C15_6557-6561.tif) that is collected by the Itrax at the same time as the elemental data allow for direct comparison. Additionally, the full dataframe containing all intervals (MancosCore_final.csv), the row-wise centred dataframe used in the Self-Organising Map (MancosZ_final.csv), and the clusters (MancosClusters_final.csv) are also included as comma-separated values. For further explanation of the clustering, the reader is referred to the manuscript of the same title in Palaeogeography, Palaeoclimatology, Palaeoecology.
DOI: 10.17632/3gbjwd7w3c.1
title: Identifying marine transgressive-regressive depositional cycles in distal shelf mudstones from the Western Interior Seaway of North America using high-resolution (500 um) chemostratigraphy of the Upper Cretaceous Mancos Shale-Datasets

description: High-resolution elemental data collected from an Itrax micro-X-ray fluorescence core scanner can be used to develop chemostratigraphic profiles of visually homogeneous mudstones that can potentially be correlated with near-shore facies with much higher accuracy than with lithology and well-log data alone. Our data, which was collected at 0.5-mm sampling resolution from 92 metres of the Upper Cretaceous Mancos Shale from North America, showed transgressive-regressive marine cycles based on siliciclastic input, terrestrial vs marine-dominant sedimentation, and relative redox and organic matter conditions in the sediment at sub-Milankovitch (i.e., millennial scale) frequency; this has not previously been documented in the literature over this length of core. By clustering the data using a hierarchical clustering algorithm known as a Self-Organising Map, we were able to also create detailed chemofacies for every sampling interval to compare the overall elemental signatures in the sediments and describe the depositional environment (prodelta, mudbelt, shelf) and relative proximity to shoreline.
The elemental data are presented in total counts of fluoresced X-rays for each element. As the total number of fluoresced X-rays will be dependent on the energy of the incident X-rays as well as the exposure time, both of which are user-defined parameters, the data are semi-quantitative and do not provide information on the absolute amount (e.g., wt.%, ppm, ppb) of any given element. Each folder contains the individual elemental data files, based on core depth in feet below the surface, as tab-separated .txt files (e.g., C15_6557-6561.txt) as well as the accompanying core image (e.g., C15_6557-6561.tif) that is collected by the Itrax at the same time as the elemental data allow for direct comparison. Additionally, the full dataframe containing all intervals (MancosCore_final.csv), the row-wise centred dataframe used in the Self-Organising Map (MancosZ_final.csv), and the clusters (MancosClusters_final.csv) are also included as comma-separated values. For further explanation of the clustering, the reader is referred to the manuscript of the same title in Palaeogeography, Palaeoclimatology, Palaeoecology.
DOI: 10.17632/3ycbk7wk8p.2
title: Thermogenic Gene Expression in Human Neck Adipose Tissue in Relation to Circulating and Local Thyroid Hormone Levels

description: This repository includes supplemental data from our study "Thermogenic gene expression in human neck adipose tissue in relation to circulating and local thyroid hormone levels".
DOI: 10.17632/dm6xky72p5
title: CEFSULODIN LC/MS/MS DATA

description: Plasma and brain concentration profiles following IP administration of 100 mg/kg cefsulodin in C57BL/6J mice.
DOI: 10.17632/dm6xky72p5.1
title: CEFSULODIN LC/MS/MS DATA

description: Plasma and brain concentration profiles following IP administration of 100 mg/kg cefsulodin in C57BL/6J mice.
DOI: 10.17632/6w686ffd2x
title: Concentrations of Criteria Air Pollutants measured by the MoCaALTAMA Network

description: This dataset contains concentrations of six criteria air pollutants — PM₁₀, PM₂.₅, SO₂, NO₂, and O₃— measured at four air quality monitoring stations within the MoCaALTAMA Network, located in key locations such as the Madero Refinery (AQS-MR), the Altamira Industrial Corridor (AQS-ACI), Puente Tampico (AQS-PT), and Tampico Airport (AQS-TA) in Tamaulipas, Mexico.
The performance, accuracy, and data reliability of the factory- calibrated air quality stations (AQS) were assessed by co-locating one AQS with a reference station from the Mexico City Air Quality Office, at the Institute of Atmospheric Sciences and Climate Change (Universidad Nacional Autonoma de Mexico, UNAM) and comparing the data correlation to be at least R2=0.75.

Data coverage periods are from October 2023 to June 2025 for stations AQS-ACI, AQS-MR, and AQS-TA, and from October 2023 to August 2024 for station AQS-PT.
Pollutant concentrations are reported in micrograms per cubic meter (µg/m³). 
This dataset was collected at one-minute intervals using Libelium-based loT sensors, and it can be used in accordance with the guidelines established by the Mexican Official Standard NOM-172-SEMARNAT-2019, which defines the procedures for calculating and communicating the Air Quality Index and associated health risks. To access this procesed data , please contact Dr. Felipe Caballero at fcaballero@ipn.mx or M.I.A. Mireya del Socorro Ovando Rocha at movando@utaltamira.edu.mx.

This dataset supports air quality assessments, temporal trend analyses, and environmental modeling in the conurbated area of southern Tamaulipas, including Tampico, Madero, and Altamira. The data were collected using Libelium-based air quality sensors and quality-controlled to ensure consistency.
DOI: 10.17632/6w686ffd2x.3
title: Concentrations of Criteria Air Pollutants measured by the MoCaALTAMA Network

description: This dataset contains concentrations of six criteria air pollutants — PM₁₀, PM₂.₅, SO₂, NO₂, and O₃— measured at four air quality monitoring stations within the MoCaALTAMA Network, located in key locations such as the Madero Refinery (AQS-MR), the Altamira Industrial Corridor (AQS-ACI), Puente Tampico (AQS-PT), and Tampico Airport (AQS-TA) in Tamaulipas, Mexico.
The performance, accuracy, and data reliability of the factory- calibrated air quality stations (AQS) were assessed by co-locating one AQS with a reference station from the Mexico City Air Quality Office, at the Institute of Atmospheric Sciences and Climate Change (Universidad Nacional Autonoma de Mexico, UNAM) and comparing the data correlation to be at least R2=0.75.

Data coverage periods are from October 2023 to June 2025 for stations AQS-ACI, AQS-MR, and AQS-TA, and from October 2023 to August 2024 for station AQS-PT.
Pollutant concentrations are reported in micrograms per cubic meter (µg/m³). 
This dataset was collected at one-minute intervals using Libelium-based loT sensors, and it can be used in accordance with the guidelines established by the Mexican Official Standard NOM-172-SEMARNAT-2019, which defines the procedures for calculating and communicating the Air Quality Index and associated health risks. To access this procesed data , please contact Dr. Felipe Caballero at fcaballero@ipn.mx or M.I.A. Mireya del Socorro Ovando Rocha at movando@utaltamira.edu.mx.

This dataset supports air quality assessments, temporal trend analyses, and environmental modeling in the conurbated area of southern Tamaulipas, including Tampico, Madero, and Altamira. The data were collected using Libelium-based air quality sensors and quality-controlled to ensure consistency.
DOI: 10.17632/vfjhk36cnb.1
title: Replication Code for "Windfall Income Shocks and Finite Planning Horizons"

description: Replication code for "Windfall Income Shocks and Finite Planning Horizons" by Michael Boutros.
DOI: 10.17632/yzcrddzkfn
title: Data_Water networks management: assessment of heuristic and exact approaches for optimal valve location and operation settings schedule

description: Relevant information for the analysis of the research paper: Water networks management: assessment of heuristic and exact approaches for optimal valve location and operation settings schedule
DOI: 10.17632/yzcrddzkfn.3
title: Data_Water networks management: assessment of heuristic and exact approaches for optimal valve location and operation settings schedule

description: Relevant information for the analysis of the research paper: Water networks management: assessment of heuristic and exact approaches for optimal valve location and operation settings schedule
DOI: 10.17632/wsfmmw6294.2
title: Dataset for Accessibility Challenges for Blind Users Authoring in Content Management Systems: An Empirical Study

description: This supplementary dataset provides full transparency and reproducibility for the empirical study titled "Accessibility Challenges for Blind Users Authoring in Content Management Systems: An Empirical Study". It contains all experimental data used to analyze the impact of different prompting strategies and input configurations in the automated remediation of web accessibility issues.

The spreadsheet is organized into multiple sheets that document both manual and automated evaluations:

Manual evaluation sheets report the results of expert assessments using the Barrier Walkthrough (BW) method, including severity levels (Minor, Significant, Critical) per variant and barrier. Summary graphs aggregate this data for visualization and interpretation.

Automated evaluation sheets include metrics obtained from WAVE reporting the number of errors, alerts, and compliance indicators across variants.

Evaluation with blind users sheet reports the results of assessments using the Direct Observation (DO) method, including user demographics, tasks definition, and feedback cards of all participants.

Also contains the fully curated data resulting from the entire review process, including metadata for the selected primary studies, the search queries, filters used, inclusion/exclusion criteria, and the PRISMA checklist performed across the phases of the proposed method.

Together, these materials support the reproducibility of the study and provide a structured foundation for future studies in the field of web accessibility.
DOI: 10.17632/y6w8sznbrw
title: Replication Package for Reforming China’s Public Pension System: Fiscal Sustainability and the Challenge of Formality-Based Inequality

description: This directory contains data and files to reproduce numerical exercise and generate the figures and tables in the paper Reforming China’s Public Pension System: Fiscal Sustainability and the Challenge of Formality-Based Inequality

Authors: Han Gao and Bei Lu