cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.5688016.v1
title: Input assemblies

description: Transcript assemblies used for evaluating Mikado, divided by subsection:<br><br>- Input_assemblies_real_data.zip: assemblies derived from real data, see the "Performance of Mikado" section in the manuscript.<br>- Input_assemblies_simulated_data.zip: assemblies derived from simulated data, see the "Performance of Mikado" section in the manuscript.<br>- Input_assemblies_multiple_Isoform_Fraction.zip: StringTie and CLASS2 assemblies derived by varying the Minimum Isoform Fraction parameter. See the "Filtering lenient assemblies" section in the manuscript.<br>- Input_assemblies_multiple_samples.zip: assemblies derived from real data using multiple samples RNA-Seq of A. thaliana; see the "Multi-sample transcript reconstruction" section in the manuscript.<br>- Input_assemblies_pacbio.zip: alignments and assemblies of Illumina and PacBio reads; see the "Expansion to long read technologies" section in the manuscript.<br><br>Except for the PacBio alignments, which are GMAP gff alignments, all assemblies are in GTF format and follow the pattern:<br><br>-0---0.gtf<br><br>E.g. the file:<br><br>stringtie-0-tophat-err588042-0.gtf<br><br>is a StringTie assembly derived from a TopHat2 alignment of sample ERR588042.<br><br>Please see the manuscript and SnakeMake files in this repository for details on how these assemblies have been generated.<br><br><br><br>
DOI: 10.6084/m9.figshare.6708839.v1
title: Supplementary Material for: Whole-Transcriptome Analysis of CD133+CD144+ Cancer Stem Cells Derived from Human Laryngeal Squamous Cell Carcinoma Cells

description: <b><i>Background/Aims:</i></b> CD133+CD44+ cancer stem cells previously isolated from laryngeal squamous cell carcinoma (LSCC) cell lines showed strong malignancy and tumorigenicity. However, the molecular mechanism underlying the enhanced malignancy remained unclear. <b><i>Methods:</i></b> Cell proliferation assay, spheroid-formation experiment, RNA sequencing (RNA-seq), miRNA-seq, bioinformatic analysis, quantitative real-time PCR, migration assay, invasion assay, and luciferase reporter assay were used to identify differentially expressed mRNAs, lncRNAs, circRNAs and miRNAs, construct transcription regulatory network, and investigate functional roles and mechanism of circRNA in CD133+CD44+ laryngeal cancer stem cells. <b><i>Results:</i></b> Differentially expressed genes in TDP cells were mainly enriched in the biological processes of cell differentiation, regulation of autophagy, negative regulation of cell death, regulation of cell growth, response to hypoxia, telomere maintenance, cellular response to gamma radiation, and regulation of apoptotic signaling, which are closely related to the malignant features of tumor cells. We constructed the regulatory network of differentially expressed circRNAs, miRNAs and mRNAs. qPCR findings for the expression of key genes in the network were consistent with the sequencing data. Moreover, our data revealed that circRNA hg19_circ_0005033 promotes proliferation, migration, invasion, and chemotherapy resistance of laryngeal cancer stem cells. <b><i>Conclusions:</i></b> This study provides potential biomarkers and targets for LSCC diagnosis and therapy, and provide important evidences for the heterogeneity of LSCC cells at the transcription level.
DOI: 10.17632/k99w6w9j5y
title: Planogram datasets

description: This is the official set of datasets used for the paper:

Francesco Silverio, Mario Cantalupo, Leonardo Lucio Custode, Giovanni Iacca, A customer behavior-driven clustering method in the planogram design domain, Applied Soft Computing, Elsevier, 2025-02
DOI: 10.1016/j.asoc.2025.112836

If you use this dataset, please acknowledge our work using the following BibTeX entry:

@article{SILVERIO2025112836,
 title = {A customer behavior-driven clustering method in the planogram design domain},
 journal = {Applied Soft Computing},
 pages = {112836},
 year = {2025},
 issn = {1568-4946},
 doi = {https://doi.org/10.1016/j.asoc.2025.112836},
 url = {https://www.sciencedirect.com/science/article/pii/S1568494625001474},
 author = {Francesco Silverio and Mario Cantalupo and Leonardo Lucio Custode and Giovanni Iacca}
}

For further information about the datasets, please refer to the abovementioned paper and the README file included in the archive.
DOI: 10.17632/m2prrm7c3g
title: Online Learning versus Face to Face Learning toward Students: Which can be an effective way of Learning Methodology to our current Educational System?

description: Over the past many decades, Face to Face teaching and learning are the main source of education in the Philippines. These were brought up many years ago by all academic institutions in the community. Many of us learners and educators progressed on how physical classes becomes successful because of its direct and onset teaching-to-learning education. But when the global academe status struck by a health crisis known as the Covid-19 Pandemic dated back the year 2020 until now, many of its educational workforce such as DepEd and CHED decided to transition its academic strategy from face to face learning into online and virtual classes. Thats why every Schools, Colleges, and Universities adjust the way that online learning will transform and managed every cornerstone of our educational management compared with Face to Face Learning.
DOI: 10.17632/mzxmt8tfjs
title: Uddessho: An Extensive Benchmark Dataset for Multimodal Author Intent Classification in Low-Resource Bangla Language

description: The "Uddessho" dataset, meaning "Intent" in English, is designed for multimodal author intent classification. It contains 3048 post instances categorized into six intent types: Informative, Advocative, Promotive, Exhibitionist, Expressive, and Controversial. The dataset is divided into a training set with 2423 posts, a testing set with 313 posts, and a validation set with 312 posts, totaling 3048 posts. 

Distribution of Dataset Splits Across Different Intent Categories
=========================================
Intent Taxonomy Training Testing Validation
=========================================
Informative 514 67 67
Advocative 386 49 49
Promotive 315 43 42
Exhibitionist 371 47 48
Expressive 518 66 66
Controversial 319 41 40 
========================================= 
Total 2423 313 312
=========================================
DOI: 10.17632/nw2pbr5bpx
title: Parkinson's Disease Supplementary data

description: Data contain demographic details, UPDRS I, II, and PD-CFRS.
DOI: 10.6084/m9.figshare.14368670.v1
title: HPDmobile H5 Environmental Data

description: Environmental data readings: temperature (degree C), relative humidity (rH%), indoor CO2 equivalent (ppm), total volatile organic compounds (ppb), illuminance (lux). Readings were collected every ten seconds from five different common areas inside the single family residence, for a period of 15 days. This zip folder contains csv files for each of the five hubs, for every day.
DOI: 10.6084/m9.figshare.17131520.v1
title: 2 CFA

description: Confirmatory Factor Analysis
DOI: 10.6084/m9.figshare.26299027.v1
title: <b>Does the “Assistant” Heuristic Really Work? Analyzing the Effect of Perceived Hierarchy of AI through Assigned Job Titles on the Adoption of Conversational AI-based Services</b>

description: Recent marketing trends involve companies using low-status job titles, such as "assistant" (e.g., Google Home Assistant), to label conversational AI agents. This strategy aims to activate the “helper” heuristic and improve people's willingness to use these AI agents. However, this paper — which includes two experiments (N=307, N=300), one partial least squares structural equation modeling analysis (N=309), and one set of interviews (N=15) — reveals the opposite effect. The current research tests four alternative serial mediation pathways involving perceived humanlikeness: perceived warmth, perceived competence, perceived control, and perceived risks. Across the four studies, only the serial mediation pathway through perceived humanlikeness and perceived competence was consistently supported. Our final model indicates that in conversational AI settings, increased perceptions of hierarchical status enhance perceived humanlikeness. This, in turn, boosts perceived competence, which subsequently increases the willingness to use the AI.
DOI: 10.6084/m9.figshare.29090951.v1
title: newnewdata.dta

description: The research explores the association of farming style, geographical factors on social relationship and its associated well-being
DOI: 10.6084/m9.figshare.6073910.v1
title: Souce Code

description: Source Code
DOI: 10.6084/m9.figshare.7445852.v1
title: Single-locus and multi-locus genome-wide association studies for intramuscular fat in Duroc pigs

description: This "genotype_and_phenotype.rar" file contains the genotypes of 1490 individuals (1490_individual.tfam and 1490_individual.tped ) and the phenotypic data of IMF (phenotype.csv).
DOI: 10.60893/figshare.jap.28737872.v1
title: Supplemental Material

description: supplementary material
DOI: 10.17632/5s823syg6d
title: DMT310 Phase2B Manuscript Supplemental Material

description: Supplemental tables and figures for "DMT310, a Novel Once-Weekly Topical Treatment for Patients with Moderate-to-Severe Acne Vulgaris: Results of a Phase 2b Randomized, Double-Blind, Placebo-Controlled Trial "
DOI: 10.17632/cj6t9z7nxm
title: Data for: Investor Experiences and International Capital Flows

description: Data and code needed for replication
DOI: 10.17632/r26svs34s5
title: Xiaohongshu_data

description: This dataset contains UGC-related data collected from Xiaohongshu app. We select the  UGC related to product recommendations, and distinguish product types into search products and experience products (i.e., taking skincare products and cosmetics as experience products; meanwhile, mobile phones, computers and digital cameras as search products). After data preprocessing, we obtained a total of 16,974 records, including content information of UGC posts and personal information of their creators. 
All text fields have been datalized, some dummy variables are encoded (i.e., ProductType is encoded 0 for search products and 1 for experience products; Media is encoded 0 for photo-text format and 1 for video-text format; Cooperation is encoded 0 for organic post,1 for sponsored post).
DOI: 10.17632/t4j8tc3njd
title: Massive sequencing dataset of a textile-dye degrader microbiome

description: This data correspond to short-reads obtained by Hi-C sequencing of a textile-dye degrader microbiome. This Microbiome was enriched to degrade the textile-dye HC Blue no. 2, a nitroaromatic amine. The data are illumina raw short-reads for microbial profiling and metagenomic analysis. Sequencing platform: Illumina HiSeq 2500 System Type of library: Hi-C library Reads count: 13.670019 millions
DOI: 10.6084/m9.figshare.14562090.v1
title: SAM 40: Dataset of 40 Subject EEG Recordings to Monitor the Induced-Stress while performing Stroop Color-Word Test, Arithmetic Task, and Mirror Image Recognition Task

description: This dataset presents a collection of electroencephalographic (EEG) data recorded from 40 subjects (female: 14, male: 26, mean age: 21.5 years). The experiment was primarily conducted to monitor the short-term stress elicited in an individual while performing various tasks such as: Stroop color-word test (SCWT), solving arithmetic questions, identification of symmetric mirror images, and a state of relaxation. The individual tasks were carried out for 25 seconds and three trials were recorded for each of the individual tasks. The subjects were presented with the various stimuli on a monitor placed 70 cm away from the subjects. The subjects were further asked to give their ratings on a scale of 1-10 depending on the level of stress elicited while performing the various mental tasks [scales.xls]. The EEG was recorded with a 32-channel Emotiv Epoc Flex gel kit. The EEG data corresponding to the various tasks were segmented into non-overlapping epochs of 25 seconds. The EEG data were further processed to remove the baseline drifts by subtracting the average trend obtained using the Savitzky-Golay filter. The artifacts were also removed from the EEG data by applying wavelet thresholding. <br>
DOI: 10.6084/m9.figshare.24183519.v1
title: Genome assembly of <i>Monochamus alternatus</i>

description: We assembled a high-quality genome of <i>Monochamus alternatus</i> at the chromosomal level using Illumina, Nanopore, and Hi-C sequencing technologies. The assembled genome has a size of 767.12 Mb. Fasta file of genome assembly for the Genome assembly of <i>Monochamus alternatus</i><i>.</i>
DOI: 10.6084/m9.figshare.27000481.v1
title: Tri-band Vehicle and Vessel Datasets.zip

description: The dataset is a tri-band (visible, shortwave infrared, longwave infrared) vehicle and vessel dataset. The dataset consists of thousands of images captured by tri-band cameras, each set of images detailing date, location, lighting conditions, and weather information. The dataset contains rich background information and is characterized by time synchronization of the tri-band data and consistent field of view.This version is uploaded for reviewers to review our article submitted to Scientific Data. Other users please send your organization's information, dataset usage and contact information to hwgztd@sdu.edu.cn, and the unzip password will be replied. Updates may be made in the future, please visit http://www.gxzx.sdu.edu.cn/info/1133/3181.htm (in Chinese).
DOI: 10.6084/m9.figshare.6187256.v1
title: The Diorisis Ancient Greek Corpus

description: An annotated corpus of literary Ancient Greek sourced from the Perseus Canonical Greek Lit repository (https://github.com/PerseusDL/canonical-greekLit), “The Little Sailing” digital library (http://www.mikrosapoplous.gr/en/texts1en.html), and the Bibliotheca Augustana digital library (http://www.hs-augsburg.de/~harsch/augustana.html#gr).<br>The corpus consists of 820 texts spanning between the beginnings of the AG literary tradition (Homer) and the fifth century AD, and it counts 10,206,421 words.
DOI: 10.6084/m9.figshare.7699556.v1
title: fourpainphenotypes1

description: abdominal pain, back pain, facial pain, headache
DOI: 10.17632/j59wsrzt6f
title: Respiratory Data and code for "Accelerated Discovery of Perovskite Solid Solutions through Automated Materials Synthesis and Characterization"

description: Research Publication: 
This respiratory comprises records from tested training datasets, algorithms/codes, high-throughput experimentation and step-by-step replication guides for the study titled: "Accelerated Discovery of Perovskite Solid Solutions through Automated Materials Synthesis and Characterization". 
DOI: 10.1038/s41467-024-50884-y 

Contributors: Mojan Omidvar1, Hangfeng Zhang1, Achintha Avin Ihalage1, Theo Graves Saunders1, Henry Giddens1, Michael Forrester2, Sajad Haq2, Yang Hao*1

1 Queen Mary University of London, Mile End Rd, Bethnal Green, E1 4NS, United Kingdom
2 QinetiQ, Cody Technology Park, Farnborough, Hampshire, GU14 0LX, United Kingdom

Contact: 
m.omidvar@qmul.ac.uk
DOI: 10.17632/pmtr2fr66f
title: Supplemental table I. Hashtags queried for identifying influencers.

description: *A comprehensive list of dermatology-related hashtags was drawn from prior literature. Layman’s terms were added to this list (e.g. #hairloss in addition to #alopecia). All hashtags were queried on Instagram and the top hashtags were identified based on total number of posts using that hashtag.
DOI: 10.6084/m9.figshare.16955596.v1
title: DRM dataset

description: data from the control group and the experimental group
DOI: 10.6084/m9.figshare.24302293.v1
title: Data and code for <b> </b><b>Fitness incentives to male warriors undermine fighting performance in intergroup contests.</b>

description: Data and codes relevant for submission: <b>Fitness incentives to male fighters affect fighting performance in intergroup contests.</b>
DOI: 10.6084/m9.figshare.27932304.v1
title: An instantaneous M<sub>2</sub> internal tide model from SWOT

description: The new wide-swath Surface Water and Ocean Topography (SWOT) altimetry mission measures two-dimensional sea surface height (SSH) along a 120-km swath with a spatial resolution of 2 km. We explore SWOT's capability of observing internal tides using the recently released 75 days of SWOT data from 7 September to 21 November 2023. We demonstrate that we can extract mode-1 M<sub>2</sub> internal tides from such a short data record by our new mapping technique. SWOT-75d represents a 75-day instantaneous model. Nadir-30y is constructed using 30 years of nadir altimetry data from 1993 to 2022 and represents a climate normal. The nadir altimetry data in 2023 are used for model evaluation. Despite its large errors, SWOT-75d reveals the basic features of the global mode-1 M<sub>2</sub> internal tide field, and causes positive variance reduction in regions of strong internal tides. Nadir-30y performs better overall, but SWOT-75d performs better in the tropical South Atlantic Ocean, the central North Pacific Ocean, and the Melanesian region. Evaluation using seasonally subsetted altimetry data reveals that M<sub>2</sub> internal tides have significant temporal variations. SWOT-75d performs the best in fall, because the model is constructed using data largely in fall. SWOT-75d has large phase anomalies, which are spatially smoothed and used to adjust the phases in Nadir-30y. The phase-adjusted model can better make internal tide correction for SWOT and its performance is improved by 20%. Our results demonstrate that (a) mode-1 M<sub>2</sub> internal tides can be extracted from 75 days of SWOT data by our mapping technique, and (b) the instantaneous internal tide model can be used to improve internal tide correction for SWOT.
DOI: 10.6084/m9.figshare.3529226.v1
title: Appendix B. Field collection sites in North America and Europe for Littorina littorea, L. saxatilis, and L. obtusata, documenting sample sizes and trematode species richness by site.

description: Field collection sites in North America and Europe for Littorina littorea, L. saxatilis, and L. obtusata, documenting sample sizes and trematode species richness by site.
DOI: 10.6084/m9.figshare.14247434.v1
title: Supplementary Material for: Etiology and Ureteral Reconstruction Strategy for Iatrogenic Ureteral Injuries: A Retrospective Single-Center Experience

description: <b><i>Objective:</i></b> To analyze the etiology, characteristics, and ureteral reconstruction strategies of iatrogenic ureteric injuries in a high-volume center. <b><i>Methods:</i></b> Between September 2010 and August 2019, we retrospectively collected patients who underwent ureteral reconstruction due to iatrogenic ureteric injuries. Patient profiles, laboratory data, imaging studies, perioperative data, and complications were recorded. <b><i>Results:</i></b> Sixty-eight patients were enrolled in this study. The upper, middle, and lower thirds of the ureter were affected in 30, 2, and 36 cases, respectively. Of the 68 ureteric injuries, 69.1% occurred during urological procedures, followed by gynecological procedures, general surgery, radiotherapy, and orthopedic surgery. The majority of urological injuries (41, 87.2%) occurred due to stone removal. There was a significant difference in the age, sex, and location of ureteric injuries between the urological and nonurological groups. The median follow-up time was 17.9 months. The overall symptom remission rate was 91.2% and ranged from 87.5 to 100% for different reconstructive surgeries. <b><i>Conclusions:</i></b> Urological procedures were the most common cause of iatrogenic ureteric injury; thus, extra care should be taken. Timely detection and appropriate treatment of the ureteric injuries are necessary. Treatment strategies should be depended on the location and length of injury.
DOI: 10.6084/m9.figshare.21305061.v1
title: LD reference for HapMap3+

description: LD reference (correlations between pairs of genetic variants) for 1,444,196 HapMap3+ variants based on European individuals of the UK biobank. Pairs of variants further than 3 cM apart are assumed to have 0 correlation.<br> And LD blocks have been defined so that correlation is 0 outside of these blocks. <br> Here, only information on variants are provided. You can download the LD matrices from G-drive at https://drive.google.com/uc?export=download&id=17dyKGA2PZjMsivlYb_AjDmuZjM1RIGvs (due to a lack of space here).
DOI: 10.6084/m9.figshare.2547115.v3
title: The buffering effects of video-relayed social support on cardiovascular and cortisol reactivity during a behavioral challenge

description: The authors tested the effects of a laboratory analogue of social support on reactivity to laboratory-based behavioral challenge. Video-relayed supportive commentary was provided by a same-sex confederate while participants (40 healthy men and women assigned to support and no-support groups) performed a demanding computer task, and their heart rate, systolic and diastolic blood pressure, and salivary cortisol were measured. The authors found that heart rate and cortisol level (but not blood pressure) were attenuated in the support condition for both genders. Objective performance on the task was similar in both groups, but the social support group reported higher levels of perceived support and rated the task as easier than did participants in the no-support condition. Video presentation offers new opportunities for systematically examining social support and its effects. (PsycINFO Database Record (c) 2006 APA ) (journal abstract)
DOI: 10.6084/m9.figshare.28024043.v1
title: Akeren, Özgöl, Yayla, 2024 (self-regulation, happiness, resilience, problem solving, self-efficacy, adjusment, psycholgical help need

description: In this study, the mediators of happiness, resilience, problem solving, self-efficacy and adjustment in the effect of adolescents' self-regulation skills on their need for psychological help were examined.
DOI: 10.6084/m9.figshare.28727174.v1
title: Imakiire et al.supplement

description: FXa Inhibition Ameliorates Pulmonary Hypertension
DOI: 10.6084/m9.figshare.23730507.v1
title: Forest sensitivity change in response to disturbances

description: Forests are a primary terrestrial carbon (C) pool. The increasing frequency and intensity of climate-sensitive disturbances, such as droughts, fires, and biotic agent outbreaks, is threatening the long-term uptake and sequestration of C. It is crucial to determine how climate-sensitive disturbances may alter the capacity of forest C sinks in a changing climate. Here, we quantified the change in the sensitivity of forest productivity to water stress due to severe droughts, fires, and insect outbreaks. We found that the sensitivity of gross primary productivity to subsequent water stress increased significantly after initial drought and fire disturbances in the conterminous United States.<br><br>Citation: Meng Liu, Anna T. Trugman, Josep Peñuelas, William R. L. Anderegg. Climate-driven disturbances amplify forest drought sensitivity. 2024. Nature Climate Change. (In press)<br>
DOI: 10.6084/m9.figshare.26964955.v1
title: Raw data of figures.opj

description: <b>Raw data for paper titled "Ultra-Light Antennas via Charge Programmed Deposition Additive Manufacturing"</b>
DOI: 10.17632/dhtrp945bn
title: Supplemental Materials for Joseph Merola et al. Efficacy And Safety Of Apremilast In Patients With Moderate-To-Severe Genital Psoriasis: Results From Discreet, A Phase 3 Randomized, Double-Blind, Placebo-Controlled Trial

description: Mendeley Supplemental Figures for Joseph Merola et al. Efficacy And Safety Of Apremilast In Patients With Moderate-To-Severe Genital Psoriasis: Results From Discreet, A Phase 3 Randomized, Double-Blind, Placebo-Controlled Trial. J Am Acad Dermatol. 2023.