cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57702/1gv4voq4
title: Hypersonic flows in chemical nonequilibrium

description: The dataset used in this paper is a set of thermodynamic states obtained from a direct numerical simulation (DNS) of hypersonic flows in chemical nonequilibrium.
DOI: 10.6084/m9.figshare.c.3727411_d8.v1
title: RawData_3Dmatrix_Lung_SD.xls

description: Raw data fluorescent growth curves 3D matrix lung
DOI: 10.6084/m9.figshare.c.3727411_d11.v1
title: RawData_Floaters_Prostate_SD.xls

description: Raw data fluorescent growth curves Floaters prostate
DOI: 10.6084/m9.figshare.c.3682042_d28
title: SNP inference VCF file

description: Data citation 2: SNP inference VCF file.
DOI: 10.6084/m9.figshare.c.3751037_d1.v1
title: OTU_count_tables tsv file

description: This compressed file contains the OTU_count_tables tsv file that is the output of the second analytical step (clustering analysis and OTU classification) of the home-made bioinformatics pipeline. It contains, for each sample, four columns: the first column is the consensus read name associated to the OTU, the second column is the OTU raw counts, the third column is the consensus read name (same as first column) and the fourth column is the associated taxon.
DOI: 10.6084/m9.figshare.c.3682042_d14
title: Mountain hare raw transcriptome assembly

description: Data citation 2: Raw assembly of RNA-sequencing reads from mountain hares (sampled in Ireland and in the Alps).
DOI: 10.6084/m9.figshare.c.3682042_d15
title: Raw transcriptome assembly of Irish mountain hares

description: Data citation 2: Raw assembly of RNA-sequencing reads from mountain hares sampled in Ireland.
DOI: 10.6084/m9.figshare.c.3682042_d16
title: Raw transcriptome assembly of Alpine mountain hares

description: Data citation 2: Raw assembly of RNA-sequencing reads from mountain hares sampled in the Alps.
DOI: 10.6084/m9.figshare.c.3709168_d5.v1
title: MetaSPS Results

description: An Excel spreadsheet containing the Meta-SPS analysis of the components of the venom of Loxosceles intermedia. The tabs refer to the parameters used for executing the software and to how aliquots stand relative to the cutoff mass of 10 kDa.
DOI: 10.6084/m9.figshare.c.3751037_d3.v1
title: Normalized_global BIOM file

description: The normalized_global BIOM file was obtained at the end of the third analytical step of the home-made bioinformatics pipeline, after using DESeq2 normalization and conversion into a full annotated and normalized global BIOM file.
DOI: 10.57702/5qikiq9n
title: EIT Dataset

description: The dataset used for Electrical Impedance Tomography (EIT) reconstruction, consisting of simulated data for 2D absolute EIT imaging.
DOI: 10.6084/m9.figshare.c.3751037_d2.v1
title: Raw_global BIOM file

description: The raw_global BIOM file was obtained in the third analytical step of the home-made bioinformatics pipeline. All the annotated OTU tables were merged into a global OTU table based on each OTU's taxonomic annotation, in which each column of this table represents a sample, and each line represents a taxon (identified by its OTU identifier in the first column, and the taxonomic annotation in the last column). Finally, this annotated OTU table was converted into a global BIOM file to obtain the raw_global BIOM file.
DOI: 10.57702/7gjs4cdv
title: Robust statistics and no-reference image quality assessment in Curvelet domain

description: This paper uses robust statistics and curvelet transform to learn a general-purpose no-reference (NR) image quality assessment (IQA) model.
DOI: 10.6084/m9.figshare.c.3682042_d12
title: FASTQC base quality reports

description: Data citation 2: Pre and post-cleaning FASTQC base quality report.
DOI: 10.6084/m9.figshare.c.3757208_d24.v1
title: Daily Minimum Temperatures quantile mapped to observations (realizations 41-50)

description: Simulated daily minimum surface temperature quantile mapped to observations (realizations 41-50)
DOI: 10.6084/m9.figshare.c.3757208_d28.v1
title: Daily Minimum Temperatures quantile mapped to observations (realizations 61-70)

description: Simulated daily minimum surface temperature quantile mapped to observations (realizations 61-70)
DOI: 10.6084/m9.figshare.c.3757208_d23.v1
title: Daily Minimum Temperatures quantile mapped to observations (realizations 11-20)

description: Simulated daily minimum surface temperature quantile mapped to observations (realizations 11-20)
DOI: 10.6084/m9.figshare.c.3757208_d14.v1
title: Daily Maximum Temperatures quantile mapped to observations (realizations 91-100)

description: Simulated daily maximum surface temperature quantile mapped to observations (realizations 91-100)
DOI: 10.6084/m9.figshare.c.3757208_d4.v1
title: Daily Maximum Temperatures quantile mapped to observations (realizations 41-50)

description: Simulated daily maximum surface temperature quantile mapped to observations (realizations 41-50)
DOI: 10.57702/5mbcjvfi
title: EMG and IMU signals for lower-limb kinematics prediction

description: The dataset used in this paper is a collection of EMG and IMU signals from 10 healthy subjects performing level walking. The dataset is used to evaluate the performance of different prediction algorithms for continuous kinematics prediction.
DOI: 10.6084/m9.figshare.c.3757208_d22.v1
title: Daily Minimum Temperatures quantile mapped to observations (realizations 31-40)

description: Simulated daily minimum surface temperature quantile mapped to observations (realizations 31-40)
DOI: 10.6084/m9.figshare.c.3757208_d29.v1
title: Daily Minimum Temperatures quantile mapped to observations (realizations 81-90)

description: Simulated daily minimum surface temperature quantile mapped to observations (realizations 81-90)
DOI: 10.6084/m9.figshare.c.3757208_d6.v1
title: Daily Maximum Temperatures quantile mapped to observations (realizations 11-20)

description: Simulated daily maximum surface temperature quantile mapped to observations (realizations 11-20)
DOI: 10.57702/fjrj3gov
title: Diagnosing Bottlenecks in Deep Q-Learning Algorithms

description: The dataset used in the paper is a collection of expert demonstrations for various tasks, including robotic manipulation, maze navigation, and Atari games.
DOI: 10.57702/zx3djldz
title: MoDA: Map style transfer for self-supervised domain adaptation of embodied agents

description: MoDA proposes a self-supervised domain adaptation method for visual and dynamics corruptions in embodied agents.
DOI: 10.57702/kq064zql
title: Deep Face Image Retrieval: a Comparative Study with Dictionary Learning

description: Facial image retrieval is a challenging task since faces have many similar features (areas), which makes it difficult for the retrieval systems to distinguish faces of different people.
DOI: 10.57702/4aajauf4
title: Yale-B dataset

description: The dataset used for testing the proposed method.
DOI: 10.57702/tauaz22f
title: Socially Assistive Robot using Automated Planning in a Paediatric Clinical Setting

description: The dataset used in the paper is a social robot system for pediatric clinical settings, which includes sensors, social signal processing, a web-based GUI, a planning system, and a NAO robot.
DOI: 10.57702/k5ra7rh6
title: Authentication of Copy Detection Patterns under Machine Learning Attacks: A Supervised Approach

description: Copy detection patterns (CDP) are an attractive technology that allows manufacturers to defend their products against counterfeiting. The main assumption behind the protection mechanism of CDP is that these codes printed with the smallest symbol size (1x1) on an industrial printer cannot be copied or cloned with sufficient accuracy due to data processing inequality.
DOI: 10.6084/m9.figshare.c.3796345_d10.v1
title: DD2 DD5 ablations_1 raw videos (DD2/DD5)

description: Raw videos of DD2- and DD5-ablated animals freely-moving on a bacterial lawn for 15 minutes, for replicate 1 of the DD2/DD5-ablation experiment.
DOI: 10.6084/m9.figshare.c.3796345_d6.v1
title: PDB ablations_1 feature files and segmented movies

description: Processed videos of mock- and PDB-ablated animals (with segmentation) freely-moving on a bacterial lawn for 15 minutes, and Matlab files containing data for features extracted from these videos, for replicate 1 of the PDB-ablation experiment.
DOI: 10.57702/iy52gym3
title: EuRoC dataset

description: The paper discusses the EuRoC dataset for SLAM.
DOI: 10.57702/u4pf6cvt
title: MH_01 sequence of the EuRoC dataset

description: The paper discusses the MH_01 sequence of the EuRoC dataset for two-view geometry.
DOI: 10.6084/m9.figshare.c.3796345_d8.v1
title: PDB ablations_2 feature files and segmented movies

description: Processed videos of mock- and PDB-ablated animals (with segmentation) freely-moving on a bacterial lawn for 15 minutes, and Matlab files containing data for features extracted from these videos, for replicate 2 of the PDB-ablation experiment.
DOI: 10.6084/m9.figshare.c.3796345_d9.v1
title: PDB ablations_1 raw videos (mock/PDB)

description: Raw videos of mock- and PDB-ablated animals freely-moving on a bacterial lawn for 15 minutes, for replicate 1 of the PDB-ablation experiment.
DOI: 10.57702/lp634x6t
title: MIT, Intel, CSAIL, and Sphere 2500 datasets

description: The paper discusses the MIT, Intel, CSAIL, and Sphere 2500 datasets for SLAM.
DOI: 10.6084/m9.figshare.c.3803764_d5.v1
title: Human Study Classification

description: Classification of publicly available Homo sapiens metabolomics studies as either "Clinical", "Cell line" or "Other".
DOI: 10.57702/0utc40yk
title: 3D Grid dataset

description: The paper discusses the 3D Grid dataset for SLAM.
DOI: 10.6084/m9.figshare.c.3803764_d6.v1
title: Mouse Study Classifcation

description: Classification of publicly available Mus musculus studies as either "Pre-clinical", "Cell line" or "Other".
DOI: 10.6084/m9.figshare.c.3803764_d4.v1
title: Pre-clinical Mouse Studies MSI Compliance

description: Raw data describing pre-clinical Mus musculus studies compliance with the Pre-clinical Metabolomics Standards Initiative (MSI) reporting standards. If metadata is reported in accordance with the MSI guideline it is recorded as "1", if it is not reported in accordance with the MSI guideline it is recorded as "0".
DOI: 10.6084/m9.figshare.c.3803764_d1.v1
title: In vitro Human Studies MSI Compliance

description: Raw data describing in vitro Homo sapiens studies compliance with the Microbial and in vitro Metabolomics Standards Initiative (MSI) reporting standards. If metadata is reported in accordance with the MSI guideline it is recorded as "1", if it is not reported in accordance with the MSI guideline it is recorded as "0".
DOI: 10.6084/m9.figshare.c.3803764_d3.v1
title: Plant Arabidopsis Studies MSI Compliance

description: Raw data describing Arabidopsis thaliana studies compliance with the Plant Metabolomics Standards Initiative (MSI) reporting standards. If metadata is reported in accordance with the MSI guideline it is recorded as "1", if it is not reported in accordance with the MSI guideline it is recorded as "0".
DOI: 10.6084/m9.figshare.c.3803764_d2.v1
title: Clinical Human Studies MSI Compliance

description: Raw data describing Clinical Homo sapiens studies compliance with the Mammalian Clinical Trials and Human Studies Metabolomics Standards Initiative (MSI) reporting standards. If metadata is reported in accordance with the MSI guideline it is recorded as "1", if it is not reported in accordance with the MSI guideline it is recorded as "0".
DOI: 10.57702/uxc1t9yh
title: My View is the Best View: Procedure Learning from Egocentric Videos

description: A dataset for procedure learning from egocentric videos.
DOI: 10.6084/m9.figshare.c.3811156_d2.v1
title: Raw sequencing reads of all expressed small non-coding RNA species by tissue type.

description: Raw read counts for sncRNA species in NCI-60 cell lines
DOI: 10.57702/yv2ik0kr
title: HoloAssist: An Egocentric Human Interaction Dataset for Interactive AI Assistants in the Real World

description: A dataset for egocentric human interaction in real-world settings.
DOI: 10.15468/dl.gx6kez
title: Occurrence Download

description: A dataset containing 520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "TaxonKey is Hieraaetus pennatus (Gmelin, 1788)"
 ]
}

 The dataset includes 520 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037230-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/ee4ow7kc
title: Outages

description: The Outages dataset is a classification problem in the small dataset category. The instances are sought to predict outages based on various features.
DOI: 10.57702/q8jus3lc
title: 7Fresh App

description: The dataset is used for e-commerce search and recommendation tasks.
DOI: 10.57702/zr3xfo64
title: Simulated Self-Driving Car Environment

description: The dataset used in the paper is a simulated self-driving car environment, a mountain car environment, and a robotic environment.
DOI: 10.57702/sj56xlak
title: CLARIN’s web traffic analysis

description: CLARIN started to record the web traffic by Piwik on June 23rd in 2014.
DOI: 10.57702/1rce6df1
title: Virtual Language Observatory (VLO)

description: The Virtual Language Observatory (VLO) is a web application equipped with easy-to-use Natural Language Processing tools.
DOI: 10.57702/4lptzil6
title: Set of admissible dwell times

description: A set of admissible dwell times on the subsystems
DOI: 10.57702/htnz4ogv
title: T17

description: A dataset for timeline summarization, with a focus on date selection and date summarization.
DOI: 10.57702/h81gcp9x
title: CRISIS

description: A dataset for timeline summarization, with a focus on date selection and date summarization.
DOI: 10.6084/m9.figshare.28001450.v11
title: GBM-Reservoir: Dataset and Segmentations

description: In this repository, we present a brain tumor database collection comprising 23,049 samples, with each sample including four different types of MRI brain scans: FLAIR, T1, T1ce, and T2. Additionally, two segmentation masks (ground truth) are provided for each sample. The first mask is the raw output from the registration process, while the second is a post-processed version of the first, designed to simplify interpretation and optimize it for network training. These samples have been acquired via registration process of 438 samples available at the moment of registration from the original dataset provided by the BraTS 2022 Challenge. Registering each pair of existing brain scans results in two additional scans that retain a similar brain shape while featuring varying tumor locations. Consequently, by registering all possible pairs, a dataset originally consisting of n samples can be expanded to n<sup>2</sup> samples. The original dataset was collected from different institutions under standard clinical conditions, but with different equipment and imaging protocols. As a result, the image quality is heterogeneous, reflecting the diversity of clinical practices across institutions. This dataset can be utilized for various tasks, such as developing fully automated segmentation algorithms for new, unseen brain tumor cases, particularly through deep learning-based approaches, since ground truth is provided for each sample.
DOI: 10.57702/6v6kd6cp
title: Car Pedestrian Interaction (CPI) dataset

description: The authors present a synthetic Car Pedestrian Interaction (CPI) dataset for evaluating multimodal future predictions.
DOI: 10.6084/m9.figshare.c.3808039_d3
title: NOAA Pacific RAMP fish SPC 2010-2017 dataset

description: Each data record in the datafile is an estimated count and size of fish taxa from a single observer (DIVER) at a single survey at a particular site. Each record includes an observation type (see method description) along with metadata that relates to the specific species observed. Each data record has a unique numeric identifier (SITEVISITID) that relates to the single survey where it was collected. A collection of records from a single survey belong to a site (SITE). Typically a site contains data records from the two replicate surveys, which collected at the same point in time (with two divers surveying adjacent survey cylinders). Meta-data on benthic habitat, site location and sampling date relate to all data records within the same site.
DOI: 10.57702/w86v0adt
title: Wield: Systematic Reinforcement Learning With Progressive Randomization

description: Wield is a system for systematic task design and evaluation in applied RL. It provides a set of reusable software primitives to decouple system interface and RL representation from deployment-specific data and task layouts.
DOI: 10.57702/h8co3h59
title: Device Placement Problem

description: The device placement problem is a task in systems-RL where a computational graph is placed across a heterogeneous set of devices to minimize runtime.
DOI: 10.6084/m9.figshare.c.3796345_d10
title: DD2 DD5 ablations_1 raw videos (DD2/DD5)

description: Raw videos of DD2- and DD5-ablated animals freely-moving on a bacterial lawn for 15 minutes, for replicate 1 of the DD2/DD5-ablation experiment.
DOI: 10.57702/d3707msa
title: Monkey Dataset

description: The monkey dataset contains point sets of monkeys.
DOI: 10.57702/fmie8274
title: MV-RNN: A Multi-View Recurrent Neural Network for Sequential Recommendation

description: Sequential recommendation is a fundamental task for network applications, and it usually suffers from the item cold start problem due to the insufﬁciency of user feedbacks.
DOI: 10.57702/jw3agnue
title: PARLAI SINGLE STANDARDBenchmark

description: The PARLAI SINGLE STANDARDBenchmark dataset consists of single-turn conversations annotated based on offensiveness.
DOI: 10.57702/y4s5ak6d
title: Macular OCT Images Dataset

description: A dataset of macular OCT images of healthy controls and patients with diabetic macular edema
DOI: 10.57702/h6vadtbe
title: BDD

description: Object detection dataset used for training and testing the proposed alert system.
DOI: 10.57702/upjqx4cs
title: IDD

description: IDD dataset for Indian Road Scenarios contains 10K frames from 180 videos.
DOI: 10.57702/iwse7pvh
title: LC-QuAD

description: The LC-QuAD dataset is a gold standard complex question answering benchmark over the DBpedia 2016-04 release.
DOI: 10.57702/c853owxj
title: QALD

description: The QALD dataset is a benchmarking dataset for question answering systems over linked data.
DOI: 10.57702/k0k9gcuy
title: Airline Travel Information System (ATIS) dataset

description: The ATIS dataset contains a set of flight schedule query sessions, each of which consists of a sequence of spoken queries (utterances). Each query contains automatic speech recognized transcripts and a set of corresponding SQL queries.
DOI: 10.57702/0pvkq94j
title: AstroMLab 1: Who Wins Astronomy Jeopardy!?

description: A comprehensive evaluation of proprietary and open-weights large language models using the first astronomy-specific benchmarking dataset.
DOI: 10.57702/gdi80mi9
title: UPGen: The Universal Plant Generator

description: The dataset is used for image-based plant phenotyping, specifically for leaf instance segmentation. It contains synthetic images of plants with leaf instance segmentation masks.
DOI: 10.57702/cchyxk35
title: Geometry-Contrastive Generative Adversarial Network (GC-GAN) for Facial Expression Transfer

description: The paper proposes a Geometry-Contrastive Generative Adversarial Network (GC-GAN) for transferring facial expressions across different subjects.
DOI: 10.6084/m9.figshare.c.3666502_d63
title: Example video of threat-like (perch aggression) interaction (1)

description: Two bats are interacting while perching in their artificial roost. In the beginning of the interaction, a pup is departing from its mother (one of the communicating bats).
DOI: 10.57702/zz8dke6r
title: Radio Measurements Dataset

description: A comprehensive dataset of radio measurements in an outdoor setting, complemented with ray tracing to simulate wireless signal propagation at 28 GHz frequency.
DOI: 10.6084/m9.figshare.c.3666502_d2
title: Egyptian fruit bat vocalizations metadata (Metadata.pdf)

description: Metadata for the file Annotations.csv
DOI: 10.6084/m9.figshare.c.3666502_d65
title: Matlab code for audio segmentation and noise removal

description: A version of this code was used in order to automatically segment the raw audio files (i.e. to retrieve the start and end positions given in FileInfo.csv) and filter out noise-only recordings. Parameter adjustment might be needed for specific tasks. The main function is SAN.m. See SAN_demo.m for usage example.
DOI: 10.57702/hlfuyxsv
title: Human Generated Question Answer Dataset

description: The dataset used for testing and evaluating the proposed chatbot, containing 50 questions and answers about Palestinian cooperatives.
DOI: 10.6084/m9.figshare.c.3666502_d61
title: Example video of sleep related interaction (2)

description: Bats vocalizing in the daytime sleeping cluster. Wide-view footage from a distant corner of the cage.
DOI: 10.57702/n43j9hnk
title: ComplexTemporalQuestions

description: A benchmark for complex temporal question answering on knowledge graphs.
DOI: 10.57702/p2ymp866
title: CIFAR-10, FEMNIST, and IMDB

description: The dataset used in the paper is CIFAR-10, FEMNIST, and IMDB. The authors used these datasets to evaluate the performance of the EmbracingFL framework.
DOI: 10.57702/nwzu0kjz
title: Simplified Power System Model

description: The dataset used in this paper is a simplified model of a power system with stochastic load, frequency deviations, and dead-bands.
DOI: 10.57702/zv6nnqq2
title: PAN and MPanSuite

description: The dataset used in this paper is a simulation vehicle for the analysis and design of heterogeneous mixed electrical systems.
DOI: 10.15468/dl.kmq6sn
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-139.66279 60.7414,-137.91022 59.47119,-129.24382 59.64805,-137.94237 64.95401,-139.66279 60.7414))",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Rhyacophila brunnea Banks, 1911, Rhyacophila acropedes Banks, 1914)"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037232-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/ml1ji7wm
title: SAMSum dataset

description: The SAMSum dataset is a collection of dialogues, where each dialogue is a conversation between two people.
DOI: 10.57702/9zpldz2g
title: Karolinska Directed Emotional Faces (KDEF)

description: The Karolinska Directed Emotional Faces (KDEF) dataset consists of 4900 pictures of 70 subjects, each photographed twice in each of the seven facial expressions at five different angles.
DOI: 10.6084/m9.figshare.c.3803764_d5
title: Human Study Classification

description: Classification of publicly available Homo sapiens metabolomics studies as either "Clinical", "Cell line" or "Other".
DOI: 10.57702/6nq7chex
title: EmotiW2015

description: The EmotiW2015 in-the-wild emotion dataset contains static images based spontaneous facial expression.
DOI: 10.57702/2l6ygisl
title: KALM Dataset

description: The dataset used in the KALM paper.
DOI: 10.6084/m9.figshare.c.3493548_d37
title: Sample image 2: long-term single-cell growth monitoring (MC4100 cells at 37C).jpg

description: Sample image of cells cultured at 37C
DOI: 10.6084/m9.figshare.c.3803764_d1
title: In vitro Human Studies MSI Compliance

description: Raw data describing in vitro Homo sapiens studies compliance with the Microbial and in vitro Metabolomics Standards Initiative (MSI) reporting standards. If metadata is reported in accordance with the MSI guideline it is recorded as "1", if it is not reported in accordance with the MSI guideline it is recorded as "0".
DOI: 10.6084/m9.figshare.c.3493548_d38
title: Sample image 3: long-term single-cell growth monitoring (MC4100 cells at 37C).jpg

description: Sample image of cells cultured at 37C