cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.c.3911389_d3
title: Additional file 3: Table S1. of Preliminary comparative genomics revealed pathogenic potential and international spread of Staphylococcus argenteus

description: Complete list of homologous gene families in S. aureus complex (SAC) genomes. Fifty-one SAC genomes were analyzed. The 4249 homologous gene families were identified and are listed. Several gene loci were found to be missing in gene calling or present as pseudogenes. Notations are as follows: red text, internal stop; bold text, frameshifted; italicized text, incomplete because of assembly; underlined text, multiple problems; italicized and underlined, missing start or stop codon; regular, missing in original gene calling. (XLSX 1666Â kb)
DOI: 10.57702/atu2vjc3
title: MIT-BIH Noise Stress Test Database

description: MIT-BIH Noise Stress Test Database contains three noise recordings of typical noise that appears in stress tests.
DOI: 10.57702/szoxxm5x
title: RIMES Dataset

description: A dataset for handwritten text recognition.
DOI: 10.6084/m9.figshare.c.3911380_d1.v1
title: Additional file 10: of Unsupervised gene expression analyses identify IPF-severity correlated signatures, associated genes and biomarkers

description: Table S4. List of potential BALF biomarkers in the core IPF gene set. (XLSX 12Â kb)
DOI: 10.57702/x3crm9vk
title: Efﬁcient CNN with uncorrelated Bag of Features

description: The proposed approach is evaluated on three different datasets: MNIST, fashionMNIST, and CIFAR10.
DOI: 10.6084/m9.figshare.c.3911380_d1
title: Additional file 10: of Unsupervised gene expression analyses identify IPF-severity correlated signatures, associated genes and biomarkers

description: Table S4. List of potential BALF biomarkers in the core IPF gene set. (XLSX 12Â kb)
DOI: 10.57702/sn8lq94q
title: Convolutional Regression for Visual Tracking

description: The Convolutional Regression framework for visual tracking is proposed in this paper. The framework uses a single convolution layer to learn a regression model for visual tracking.
DOI: 10.57702/1p694yk1
title: OTB-100 and OTB-50 datasets

description: The OTB-100 and OTB-50 datasets are used in the experiments to evaluate the performance of the Convolutional Regression framework for visual tracking.
DOI: 10.57702/y6b0drx6
title: UCM, NWPU-RESISC45, CLRS

description: Remote sensing image recognition datasets
DOI: 10.57702/tompg4p5
title: MICCAI 2019 StructSeg challenge dataset

description: The MICCAI 2019 StructSeg challenge dataset for GTV segmentation of nasopharynx cancer from CT images.
DOI: 10.57702/gf3rq2hd
title: Deep-gKnock: nonlinear group-feature selection with deep neural network

description: Feature selection for high-dimensional data is of fundamental importance for different applications across various scientific disciplines. Grouping structure among features arises naturally in many statistical modeling problems.
DOI: 10.6084/m9.figshare.c.3897049_d6
title: MOESM3 of Enhanced ethanol formation by Clostridium thermocellum via pyruvate decarboxylase

description: Additional file 3. Fermentation product and sugar residules of 10 ClostridiumÂ thermocellum colonies overexpressing AdhA and ApPDC.
DOI: 10.57702/xvmo516n
title: Yeast Cell Cycle Data

description: The yeast cell cycle data set from Spellman et al. (1998) and Lee et al. (2002).
DOI: 10.6084/m9.figshare.c.3897049_d3.v1
title: MOESM12 of Enhanced ethanol formation by Clostridium thermocellum via pyruvate decarboxylase

description: Additional file 12. Primers and gblocks used in this study.
DOI: 10.57702/5eceenms
title: CIC 2020: Challenge on Learned Image Compression

description: The CIC 2020 dataset is a collection of images with different compression methods.
DOI: 10.6084/m9.figshare.c.3897049_d3
title: MOESM12 of Enhanced ethanol formation by Clostridium thermocellum via pyruvate decarboxylase

description: Additional file 12. Primers and gblocks used in this study.
DOI: 10.57702/vwdswhwg
title: Uniﬁed Image and Video Saliency Modeling

description: The proposed model for uniﬁed image and video saliency analysis.
DOI: 10.6084/m9.figshare.c.3897049_d2
title: MOESM11 of Enhanced ethanol formation by Clostridium thermocellum via pyruvate decarboxylase

description: Additional file 11. Plasmids used in this study.
DOI: 10.6084/m9.figshare.c.3897049_d2.v1
title: MOESM11 of Enhanced ethanol formation by Clostridium thermocellum via pyruvate decarboxylase

description: Additional file 11. Plasmids used in this study.
DOI: 10.15468/dl.898hhu
title: Occurrence Download

description: A dataset containing 554 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-50.61641 -65.97097,-16.13255 -65.97097,-16.13255 -51.96343,-50.61641 -51.96343,-50.61641 -65.97097))",
 "TaxonKey is Arachnida"
 ]
}

 The dataset includes 554 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037076-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.c.3897049_d1.v1
title: MOESM10 of Enhanced ethanol formation by Clostridium thermocellum via pyruvate decarboxylase

description: Additional file 10. Strains used in this study.
DOI: 10.6084/m9.figshare.c.3897049_d1
title: MOESM10 of Enhanced ethanol formation by Clostridium thermocellum via pyruvate decarboxylase

description: Additional file 10. Strains used in this study.
DOI: 10.57702/k2aa7i2r
title: UCF Sports

description: UCF Sports dataset consists of 150 videos from sport broadcasts covering 10 action categories.
DOI: 10.57702/pta8gvp0
title: MIT1003

description: Human vision is naturally more attracted by some regions within their field of view than others. This intrinsic selectivity mechanism, so-called visual attention, is inﬂuenced by both high- and low-level factors; such as the global environment (illumination, background texture, etc.), stimulus characteristics (color, intensity, orientation, etc.), and some prior visual information.
DOI: 10.6084/m9.figshare.c.3896995_d7.v1
title: Additional file 6: Figures S14-S17. of The CNS in inbred transgenic models of 4-repeat Tauopathy develops consistent tau seeding capacity yet focal and diverse patterns of protein deposition

description: Class IV mice. These figures represent the counterparts of Fig. 7. stained with MC1, CP27, RZ3 and PHF1 antibodies, respectively. (ZIP 2280Â kb)
DOI: 10.15468/dl.w4q5nt
title: Occurrence Download

description: A dataset containing 1446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Goniadidae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1446 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037075-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/fu8v9ai9
title: GERALD

description: The GERALD dataset is a dataset for railroad signal detection.
DOI: 10.6084/m9.figshare.c.3896995_d7
title: Additional file 6: Figures S14-S17. of The CNS in inbred transgenic models of 4-repeat Tauopathy develops consistent tau seeding capacity yet focal and diverse patterns of protein deposition

description: Class IV mice. These figures represent the counterparts of Fig. 7. stained with MC1, CP27, RZ3 and PHF1 antibodies, respectively. (ZIP 2280Â kb)
DOI: 10.57702/vb7bkik4
title: AGAR

description: The AGAR dataset is a dataset for microbial colony detection.
DOI: 10.57702/ugwouiz9
title: WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis

description: WaveGrad 2 is a non-autoregressive generative model for text-to-speech synthesis. It is trained to estimate the gradient of the log conditional density of the waveform given a phoneme sequence.
DOI: 10.57702/9wh9jr10
title: Albedo, Shading, and Shading Detail

description: Albedo, shading, and shading detail datasets used to train the conv-VAE models.
DOI: 10.57702/m4rik4ny
title: ZINC-ﬁltered dataset

description: The dataset used for training a deep generative model to design novel photo-acid generators.
DOI: 10.57702/dna58f2i
title: Trajectory Dynamics Prediction Dataset

description: The dataset used for trajectory dynamics prediction. The dataset contains 200 points sampled from a dynamics function.
DOI: 10.57702/vz8w8nvo
title: RotDCF: Rotation-Equivariant Deep Networks

description: The paper proposes a decomposition of the convolutional filters over joint steerable bases across the space and the group geometry simultaneously, namely a rotation-equivariant CNN with decomposed convolutional filters (RotDCF).
DOI: 10.57702/prm8uwi7
title: Facescrub dataset

description: The Facescrub dataset contains over 100,000 face images of 530 people.
DOI: 10.34683/sr2603
title: StoneRounds Case: SR2603
title: Foveal Hypoplasia

description: StoneRounds Case SR2603 was diagnosed with Foveal Hypoplasia likely caused by mutations in the gene: PAX6.
DOI: 10.57702/oczoj835
title: 300VW dataset

description: The 300VW dataset is a large-scale dataset for facial video deblurring, consisting of high-quality facial videos recorded in the wild.
DOI: 10.57702/kg4ewta5
title: MobileInst: Video Instance Segmentation on the Mobile

description: Video instance segmentation on mobile devices is an impor- tant yet very challenging edge AI problem. It mainly suffers from (1) heavy computation and memory costs for frame- by-frame pixel-level instance perception and (2) complicated heuristics for tracking objects.
DOI: 10.57702/k10r7m3p
title: Visual Grid World Environment and TextWorld domain

description: The dataset used in the paper is a Visual Grid World Environment and the TextWorld domain.
DOI: 10.57702/vyh0tr3u
title: DreamTime: An Improved Optimization Strategy for Diffusion-Guided 3D Generation

description: The dataset used in the paper is not explicitly described, but it is mentioned that the authors used a pre-trained text-to-image diffusion model and a pre-trained 3D model.
DOI: 10.57702/dsp6g43d
title: AvatarCraft: Transforming Text into Neural Human Avatars with Parameterized Shape and Pose Control

description: The dataset used in the paper is not explicitly described, but it is mentioned that the authors used a pre-trained 3D model.
DOI: 10.57702/i91hfgts
title: CLIP-Mesh: Generating Textured Meshes from Text Using Pretrained Image-Text Models

description: The dataset used in the paper is not explicitly described, but it is mentioned that the authors used a pre-trained image-text model.
DOI: 10.57702/sd18keh8
title: MultiExit-DRL

description: Multi-exit evacuation simulation dataset using Deep Reinforcement Learning (DRL) framework.
DOI: 10.6084/m9.figshare.c.3882808_d1.v1
title: Additional file 1:Table S1. of Mapping occurrence of Taenia solium taeniosis/cysticercosis and areas at risk of porcine cysticercosis in Central America and the Caribbean basin

description: Countries, territories, and institute contacts. (XLSX 11 kb)
DOI: 10.6084/m9.figshare.c.3882808_d1
title: Additional file 1:Table S1. of Mapping occurrence of Taenia solium taeniosis/cysticercosis and areas at risk of porcine cysticercosis in Central America and the Caribbean basin

description: Countries, territories, and institute contacts. (XLSX 11 kb)
DOI: 10.57702/bd813pns
title: Inorganic Crystal Structure Database (ICSD)

description: The Inorganic Crystal Structure Database (ICSD) contains information about inorganic crystal structures, including their space group and lattice parameters.
DOI: 10.6084/m9.figshare.c.3882769_d8
title: Additional file 8: of Prevention of C5aR1 signaling delays microglial inflammatory polarization, favors clearance pathways and suppresses cognitive loss

description: Genes found in each maSigPro cluster. Genes present in each cluster are listed with Ensembl ID and gene symbol noted. (XLSX 100Â kb)
DOI: 10.6084/m9.figshare.c.3882769_d8.v1
title: Additional file 8: of Prevention of C5aR1 signaling delays microglial inflammatory polarization, favors clearance pathways and suppresses cognitive loss

description: Genes found in each maSigPro cluster. Genes present in each cluster are listed with Ensembl ID and gene symbol noted. (XLSX 100Â kb)
DOI: 10.6084/m9.figshare.c.3882769_d7.v1
title: Additional file 7: of Prevention of C5aR1 signaling delays microglial inflammatory polarization, favors clearance pathways and suppresses cognitive loss

description: Pathway analysis. Significantly enriched KEGG pathways were identified by PaintOmics 3. The pathway name, number of genes in the pathway, and the p-value of the enriched pathway is displayed for each cluster. (XLSX 23Â kb)
DOI: 10.57702/m6spz0sx
title: COVID X-ray

description: Four COVID-19 CT and X-ray image datasets used for COVID-19 detection
DOI: 10.6084/m9.figshare.c.3878284_d1
title: Additional file 1: of The safety and efficacy of transarterial chemoembolization combined with sorafenib and sorafenib mono-therapy in patients with BCLC stage B/C hepatocellular carcinoma

description: HCC Organized Data. The data organized from original data and used for data analysis. (XLS 55Â kb)
DOI: 10.6084/m9.figshare.c.3882769_d7
title: Additional file 7: of Prevention of C5aR1 signaling delays microglial inflammatory polarization, favors clearance pathways and suppresses cognitive loss

description: Pathway analysis. Significantly enriched KEGG pathways were identified by PaintOmics 3. The pathway name, number of genes in the pathway, and the p-value of the enriched pathway is displayed for each cluster. (XLSX 23Â kb)
DOI: 10.6084/m9.figshare.c.3878275_d2.v1
title: Additional file 2: of Comparative transcriptome analysis provides clues to molecular mechanisms underlying blue-green eggshell color in the Jinding duck (Anas platyrhynchos)

description: Differential expression analysis results of 464 candidate genes between all pairs of 4 duck groups. These candidate genes were consistently differentially (q
DOI: 10.57702/ou9z848k
title: Task Driven Image Understanding Challenge (TDIUC)

description: The Task Driven Image Understanding Challenge (TDIUC) dataset is a large VQA dataset with 12 more fine-grained categories proposed to compensate for the bias in distribution of different question types of VQA 2.0.
DOI: 10.57702/53fgoi5v
title: COVID-19 CT image dataset

description: A real COVID-19 dataset containing 666 3D chest CT scans acquired from 242 patients who are confirmed with COVID-19.
DOI: 10.57702/1yqu82i2
title: ParSEL: Parameterized Shape Editing with Language

description: ParSEL: Parameterized Shape Editing with Language, a system that enables controllable editing of 3D assets with natural language.
DOI: 10.57702/prbwbhmk
title: 3DCoMPaT++

description: 3DCoMPaT++: An improved Large-scale 3D Vision Dataset for Compositional Recognition.
DOI: 10.57702/5vptpj53
title: TPC-ViT: Token Propagation Controller for Efficient Vision Transformers

description: Vision transformers (ViTs) have achieved promising results on a variety of Computer Vision tasks, however their quadratic complexity in the number of input tokens has limited their application specially in resource-constrained settings. The proposed TPC-ViT is evaluated based on the ImageNet-1K image classification dataset.
DOI: 10.6084/m9.figshare.c.3867907_d3
title: Additional file 3: of Up-regulation of lncRNA CASC9 promotes esophageal squamous cell carcinoma growth by negatively regulating PDCD4 expression through EZH2

description: GO analysis of differentially expressed mRNAs (XLS 546 kb)
DOI: 10.57702/owp9nc0x
title: Auto-WCEBleedGen Challenge V2 2024

description: Auto-WCEBleedGen Challenge V2 2024 dataset for Wireless Capsule Endoscopy bleeding frame classification and detection
DOI: 10.6084/m9.figshare.c.3867856_d1.v1
title: Additional file 1: of Sini-san improves duodenal tight junction integrity in a rat model of functional dyspepsia

description: Dataset.á (XLSX 13 kb)
DOI: 10.57702/9z2g90qy
title: Auto-WCEBleedGen Challenge V1 2023

description: Auto-WCEBleedGen Challenge V1 2023 dataset for Wireless Capsule Endoscopy bleeding frame classification and detection
DOI: 10.6084/m9.figshare.c.3867856_d1
title: Additional file 1: of Sini-san improves duodenal tight junction integrity in a rat model of functional dyspepsia

description: Dataset.á (XLSX 13 kb)
DOI: 10.57702/9bvho2uu
title: Proprietary Spinal Metastasis CT Dataset

description: A proprietary spinal metastasis CT dataset used for evaluating the proposed learning-based bone quality classification method.
DOI: 10.57702/j1hcetof
title: Face Attributes

description: The Face Attributes dataset is a dataset for face attribute classification.
DOI: 10.15468/dl.j6y9eu
title: Occurrence Download

description: A dataset containing 717 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magelonidae",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 717 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037077-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/osjs18nw
title: Synthetic Image Generation for Object Detection using CAD Models

description: A custom Blender code is used to generate labeled training images containing the rendered CAD model in context. Then, a pretrained object detection model is fine-tuned on the generated dataset.
DOI: 10.57702/kml38kjm
title: MVTec ITODD-a dataset for 3D object recognition in industry

description: A public datasets adapted to the industrial context was developed in (Drost et al., 2017).
DOI: 10.57702/bf8jt8nb
title: SEED, MindBigData BMNIST, ThoughtViz, ERN, SMR, Feedback Error Related Negativity

description: Publicly available datasets for EEG-based classiﬁcation tasks
DOI: 10.57702/auqsp9zc
title: SEED

description: The SEED dataset contains 15 subjects recorded while watching movie clips designated with a negative/neutral/positive emotion label.
DOI: 10.57702/ltvx6ntk
title: ERN

description: EEG dataset for Task Identification
DOI: 10.57702/o74t6k7s
title: Feedback Error Related Negativity

description: EEG dataset for Error Detection
DOI: 10.57702/6qe22hjy
title: Point Cloud Video Anomaly Detection Based on Point Spatio-Temporal Auto-Encoder

description: Video anomaly detection has great potential in enhancing safety in the production and monitoring of crucial areas. Currently, most video anomaly detection methods are based on RGB modality, but its redundant semantic information may breach the privacy of residents or patients. The 3D data obtained by depth camera and LiDAR can accurately locate anomalous events in 3D space while preserving human posture and motion information.
DOI: 10.57702/tnn97qaz
title: MVTec 3D-AD dataset

description: The MVTec 3D-AD dataset for unsupervised 3D anomaly detection and localization.
DOI: 10.57702/3wzcom6w
title: Real-world anomaly detection in surveillance videos

description: Real-world anomaly detection in surveillance videos.
DOI: 10.21227/031t-k561
title: RAW DATA

description: Entrepreneurial education still faces diverse challenges, including discrepancy between the theory and the practice with regard to professional standards for credentialing and preferential access to quality training opportunity. Although the ability of Digital Learning (DL’s) is to provide scalable, adaptive and attractive learning, the issues to ensure quality assurance and the way to evaluate the skill validation are still open. Blockchain technology has been suggested to be a new solution that allows validity and immutability of credentialing systems to generate trust and transparency. This study proposes a hybrid framework integrating blockchain-based assessments, personalized learning pathways, and a stakeholder-driven ecosystem. The framework establishes the connection between learning objectives and work requirements, enables competency endorsement and can be used to promote access and inclusion. Principal findings show that blockchain-based approaches can support credential trust and job-readiness, and that personalized learning paths can foster motivation and practical skill development. Following the model described here, the following could be promising to be incorporated into the transformation of entrepreneurial training, such as bridging the classroom structure and industrial requirements. Additional research should also investigate the generalizability of the framework, and to what extent and to what degree the integration of new technologies (such as augmented reality and Artificial intelligence) can improve the learning experience. This architecture offers a scalable, fair solution to the future of entrepreneurial pedagogies that are gearing future learners to be successful and resilient under similarly challenging and uncertain conditions.
DOI: 10.57702/7aumz99i
title: X-world dataset

description: The X-world dataset, which contains synthetic images of accessibility-related objects.
DOI: 10.57702/zy812ad0
title: A dataset and taxonomy for urban sound research

description: The UrbanSound8K dataset is used for urban sound classification.
DOI: 10.57702/lyyyenul
title: Audio Set: An ontology and human-labeled dataset for audio events

description: The authors used the AudioSet dataset for testing their models.
DOI: 10.57702/u8jik0a1
title: MegaDepth and NYU datasets

description: The dataset used in the paper is MegaDepth and NYU datasets for training and testing the proposed method.
DOI: 10.57702/airx0obx
title: BCI competition IV-2a

description: BCI competition IV-2a contains raw EEG signals of nine subjects in twenty-two channels with 250Hz sampling rate for four classes i.e., imaging movement of left hand, right hand, both feet and tongue.
DOI: 10.57702/2u2x6fs2
title: OpenBMI

description: OpenBMI contains raw EEG signals of fifty-four subjects in sixty-two channels with 1000Hz sampling rate for two classes i.e., imaging movement of left hand right hand.
DOI: 10.57702/5rxdawyw
title: CLIPSwarm

description: CLIPSwarm: Generating Drone Shows from Text Prompts with Vision-Language Models
DOI: 10.57702/rcki3j6s
title: fMRI dataset for auditory neural decoding

description: The dataset used in the paper is an fMRI dataset obtained during a passive natural language listening task. The dataset comprises fMRI data from 8 subjects recorded while they passively listened to naturally spoken English stories.
DOI: 10.57702/2wnj9d8u
title: Shallow Water Equation

description: The dataset used for the advection augmented convolutional neural networks.
DOI: 10.57702/ehiyh1h4
title: Mutual: A dataset for multi-turn dialogue reasoning

description: A dataset for multi-turn dialogue reasoning.
DOI: 10.6084/m9.figshare.c.3852916_d8
title: Additional file 4: Table S2. of Expansion and evolutionary patterns of cysteine-rich peptides in plants

description: Collinear gene pairs. Collinearity analysis was carried out using MCScanX and screened for E value &lt;0.01. (XLSX 147 kb)
DOI: 10.15468/dl.vv842x
title: Occurrence Download

description: A dataset containing 35955 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The Freshwater Biodiversity Information System (FBIS) Fish Data"
 ]
}

 The dataset includes 35955 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037079-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/1xj9p5zp
title: LSUN-{cat, bedroom, church} and FFHQ datasets

description: LSUN-{cat, bedroom, church} [48] and FFHQ [25] datasets
DOI: 10.57702/k91zv5v9
title: ImageNet and CC-3M datasets

description: ImageNet [9] and CC-3M [43] datasets