cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh0073481.10fu
title: SH0073481.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive5298.20250331.9.3
title: Enterococcus faecium (Orla-Jensen 1919) Schleifer and Kilpper-Bälz 1984

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0073482.10fu
title: SH0073482.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.25549/pcra-c14-2048
title: Seiatel' istiny = The sower of truth, vol. 17, no. 5 (May 1932)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.3rc4t6
title: Occurrence Download

description: A dataset containing 1506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Microrhagus lepidus Rosenhauer, 1847, Erysiphe euonymi DC.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1506 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0321854-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ch8h2v
title: Occurrence Download

description: A dataset containing 1572 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acinonyx jubatus jubatus"
 ]
}

 The dataset includes 1572 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017774-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2whaf
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-78.36182 -47.63916,-76.0669 -53.93799,-67.66113 -57.48535,-56.48682 -53.10791,-47.75208 -26.48499,-47.88117 -25.11597,-49.37653 -24.21051,-49.5221 -22.99378,-51.0846 -22.70081,-53.39173 -22.40784,-54.27063 -23.86047,-55.11963 -23.66455,-55.44068 -22.03735,-57.78443 -21.9397,-57.61353 -20.81665,-58.04932 -19.51416,-60.1001 -18.78174,-61.90003 -19.50256,-62.81372 -21.30493,-64.49829 -22.18384,-66.52466 -21.67114,-67.35474 -22.55005,-67.88147 -21.67542,-67.96692 -19.99085,-69.11255 -17.52075,-69.91455 -17.41455,-70.45166 -18.39111,-78.36182 -47.63916))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Podocoma Cass."
 ]
}

 The dataset includes 163 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0340516-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-2074
title: Seiatel' istiny = The sower of truth, vol. 17, no. 6 (June 1932)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.c8wtaq
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ternstroemia luquillensis Krug & Urb."
 ]
}

 The dataset includes 53 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017782-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-2054
title: Seiatel' istiny = The sower of truth, vol. 17, no. 5 (May 1932)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.h2pqne
title: Occurrence Download

description: A dataset containing 41908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Populus ×canadensis Moench"
 ]
}

 The dataset includes 41908 records from 561 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015299-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebhkeu
title: Occurrence Download

description: A dataset containing 6251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Micrommata virescens (Clerck, 1757), Microdus minutus (Hampe) Besch., Stenophylax lateralis (Stephens, 1837))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 6251 records from 247 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0321842-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-2063
title: Seiatel' istiny = The sower of truth, vol. 17, no. 6 (June 1932)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.qw2bg7
title: Occurrence Download

description: A dataset containing 23574811 species occurrences available in GBIF matching the query:
{
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 23574811 records from 3825 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069001-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15240246
title: The C-19 member list (updated in April 2025)

description: feh: deried from Fe I lines through different studies when available, otherwise derived from Ca triplet lines.

note: the telescope/instrument used for followup

Membership: Y (confirmed), O (probable)

lable: note of the discovery time
DOI: 10.5281/zenodo.15240247
title: The C-19 member list (updated in April 2025)

description: feh: deried from Fe I lines through different studies when available, otherwise derived from Ca triplet lines.

note: the telescope/instrument used for followup

Membership: Y (confirmed), O (probable)

lable: note of the discovery time
DOI: 10.57702/vwtjtb22
title: Folktables dataset

description: The folktables dataset contains information about the mobility and income of individuals in California, with a sensitive feature of gender.
DOI: 10.57702/se3juv83
title: PoliInfo3_BAM-budget.json

description: The dataset used for the Budget Argument Mining (BAM) task, consisting of Japanese political discussions transcripts.
DOI: 10.57702/onphtopq
title: PoliInfo3_BAM-minutes-training.json

description: The dataset used for the Budget Argument Mining (BAM) task, consisting of Japanese political discussions transcripts.
DOI: 10.57702/ws1o641c
title: PoliInfo3_BAM-minutes-test.json

description: The dataset used for the Budget Argument Mining (BAM) task, consisting of Japanese political discussions transcripts.
DOI: 10.57702/k88045t5
title: Shufﬂed Patch-Wise Supervision for Presentation Attack Detection

description: Face anti-spooﬁng is essential to prevent false facial veriﬁcation by using a photo, video, mask, or a different substitute for an authorized person’s face. Most of the state-of-the-art presenta- tion attack detection (PAD) systems suffer from overﬁtting, where they achieve near-perfect scores on a single dataset but fail on a different dataset with more realistic data.
DOI: 10.57702/krwiuiu9
title: OULU-NPU dataset

description: The OULU-NPU dataset is a high resolution antispooﬁng dataset. It has over 5900 videos of 55 subjects. The dataset has both print and replay attacks with two printers and two display devices.
DOI: 10.57702/nm1zfy6l
title: SiW dataset

description: The SiW dataset is one of the largest high-quality antispooﬁng datasets. It has over 4400 videos of 165 subjects collected over 4 different sessions.
DOI: 10.57702/q1cv7oqb
title: Sodec Real-World dataset

description: The Sodec Real-World dataset has been collected to simulate the real-world presentation attack scenarios. It contains more than 51k frames of 31 different subjects.
DOI: 10.57702/xchjjcmh
title: Bosch Small Traffic Light Dataset

description: A Deep Learning Approach to Traffic Lights: Detection, Tracking, and Classification.
DOI: 10.57702/vsdvpkpv
title: Fisheye Cityscapes

description: A dataset for free space detection using a single fisheye camera
DOI: 10.57702/zyqz9fvx
title: MovieLens-1M, MovieLens-10M, and BookCrossing

description: The dataset used in the paper is MovieLens-1M, MovieLens-10M, and BookCrossing.
DOI: 10.57702/v5n6nuth
title: Message Passing Neural PDE Solvers dataset

description: A dataset for message passing neural PDE solvers, including the Navier-Stokes equation.
DOI: 10.57702/apv5o15f
title: Multilingual Misinformation & Its Evolution

description: The dataset used in this study is a combination of data from Google Fact-Check explorer and data directly crawled from the websites of verified signatories of the International Fact-Checking Network (IFCN) code of principles.
DOI: 10.57702/hyfyzktl
title: Measurement intensity of a random variable

description: The dataset is used to analyze the properties of the measurement intensity of a random variable in the sector of negative probabilities.
DOI: 10.57702/deccdn1m
title: Mid-infrared spectroscopy of honey samples

description: The dataset used in this paper is a mid-infrared spectroscopy dataset of honey samples, consisting of 1090 absorbance spectra.
DOI: 10.15468/dl.t85xju
title: Occurrence Download

description: A dataset containing 1714213 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Pl@ntNet observations"
 ]
}

 The dataset includes 1714213 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014255-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/6aiwzfdn
title: Wafer Dicing Dataset

description: The dataset used in this paper for visual attention and deep learning for wafer dicing and defect detection.
DOI: 10.57702/pw4q44o7
title: Explore2Ofﬂine

description: The dataset used in the paper for ofﬂine reinforcement learning, consisting of task-agnostic exploration data collected via curiosity-based intrinsic motivation.
DOI: 10.57702/zqxvl27k
title: RILe: Reinforced Imitation Learning

description: Reinforced Imitation Learning (RILe) dataset, which consists of expert demonstrations and noisy expert data.
DOI: 10.57702/d33db52v
title: LocoMujoco

description: Motion-capture datasets for robotic continuous control tasks.
DOI: 10.57702/d1al4904
title: Parkinsons dataset

description: The dataset used in the paper is a real dataset from the UCI Machine Learning Repository.
DOI: 10.57702/0gqpnujr
title: Micromass dataset

description: The dataset used in the paper is a real dataset from the UCI Machine Learning Repository.
DOI: 10.57702/iixwjgrs
title: mini-ImageNet

description: The mini-ImageNet dataset is a subset of the ImageNet dataset, containing 60,000 images from 100 classes.
DOI: 10.57702/n949p0zq
title: SVIRO: Synthetic Vehicle Interior Rear Seat Occupancy

description: A synthetic dataset for sceneries in the passenger compartment of ten different vehicles, to analyze machine learning-based approaches for their generalization capacities and reliability when trained on a limited number of variations.
DOI: 10.57702/o8wair97
title: FUNQUE+

description: The FUNQUE+ suite of models were designed for the quality assessment of compressed SDR videos.
DOI: 10.57702/egkwljnp
title: Two-step task

description: The two-step task is a popular option for studying sequential choice in humans (and animals) [2]. It was originally designed to investigate model-based (MB) and model-free (MF) learning and planning, distinguishing the two by examining the consequences of progressive changes in the probabilities of rewards.
DOI: 10.57702/gu9plye6
title: e_ophtha_EX

description: The dataset is used for simultaneous segmentation of multi-anatomical retinal structures using a multi-task deep neural network.
DOI: 10.57702/71hb19bh
title: MESSIDOR

description: The dataset is used for simultaneous segmentation of multi-anatomical retinal structures using a multi-task deep neural network.
DOI: 10.57702/3hhbkwk0
title: Named Entity Recognition and Classiﬁcation (NERC) task

description: Named Entity Recognition and Classiﬁcation (NERC) task was ﬁrst deﬁned for the Sixth Message Understanding Conference (MUC 6)
DOI: 10.57702/od1adjv4
title: Word representations

description: Word representations: A simple and general method for semi-supervised learning.
DOI: 10.57702/voag50ie
title: LIUM-CVC Submissions for WMT18 Multimodal Translation Task

description: Multimodal Neural Machine Translation systems developed by LIUM and CVC for WMT18 Shared Task on Multimodal Translation.
DOI: 10.57702/53x0lebb
title: Multi30k

description: The Multi30k dataset is an extension of the Flickr30k dataset, containing 29,000 train images, 1,014 validation images and 1,000 test images. Each image is accompanied with six captions in English, German, French and Czech.
DOI: 10.15468/dl.h2y6a8
title: Occurrence Download

description: A dataset containing 161626 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Heracleum mantegazzianum Sommier & Levier, Heracleum mantegazzianum var. immaculatum Wilczek & Thell., Heracleum mantegazzianum f. rosicalyx Schwer., Heracleum grossheimii Manden., Heracleum circassicum Manden., Heracleum speciosum Weinm., Heracleum montegazzianum Sommier & Levier, Pastinaca mantegazziana (Sommier & Levier) Koso-Pol.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 161626 records from 429 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014258-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/kdgd9zob
title: WeatherBench2

description: WeatherBench2 is a global meteorological variable forecasting benchmark dataset, designed for benchmarking machine learning models in medium-range (1-14 day) global weather forecasting at 6-hour intervals.
DOI: 10.57702/yruk1x2z
title: Hillstrom dataset

description: An e-mail campaign delivered to 64,000 customers for two weeks. It contains information about purchase conversion and total spending per customer.
DOI: 10.57702/vlpbwzgi
title: Cart-Pole

description: The Cart-Pole environment is a classic control problem in reinforcement learning, where an agent learns to balance a pole using a cart.
DOI: 10.57702/dg7hemfz
title: Multi-Team Predator-Prey

description: The Multi-Team Predator-Prey environment is a multi-agent reinforcement learning problem where multiple predators and prey interact in a grid-based environment.
DOI: 10.57702/pthuoev0
title: Semantics in Question Answering

description: Semanitic parsing on freebase from question-answer pairs
DOI: 10.57702/f6rpy374
title: Greaselm: Graph Reasoning Enhanced Language Models for Question Answering

description: Greaselm: Graph reasoning enhanced language models for question answering
DOI: 10.57702/cqg7hdr5
title: Stochastic Frank-Wolfe Methods for Non-Convex Optimization

description: The dataset used in the paper is a stochastic variant of the Frank-Wolfe method for non-convex optimization problems.
DOI: 10.57702/o0gwyd8v
title: MARC

description: The MARC dataset is a multilingual text classification dataset that contains 6 languages.
DOI: 10.57702/6fy9ughj
title: Real Estate Appraisal Dataset

description: Real estate appraisal dataset with structured data of 32,700 real estates from Asheville, NC, and satellite images from Bing Maps.
DOI: 10.57702/2mmv0zhv
title: Comparative Toxicogenomics Database (CTD)

description: Comparative Toxicogenomics Database (CTD) containing chemical-disease associations
DOI: 10.57702/f06laqrc
title: Human Symptoms-Disease Network

description: Human Symptoms-Disease Network
DOI: 10.57702/gxcie5m0
title: DrugBank Online | Database for Drug and Drug Target Info

description: DrugBank Online | Database for Drug and Drug Target Info
DOI: 10.57702/ypncy8to
title: Fame for sale: Efficient detection of fake Twitter followers

description: Fake Twitter followers detection dataset
DOI: 10.57702/1u7n2lgk
title: Camisani-Calzolari dataset

description: Dataset of Twitter followers of the US Presidential Election candidates
DOI: 10.15468/dl.5fkxf7
title: Occurrence Download

description: A dataset containing 2249 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus macrophylla Pers."
 ]
}

 The dataset includes 2249 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014259-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/boz7gcsr
title: Stateofsearch.com dataset

description: Dataset of Twitter bots
DOI: 10.57702/kv42wymn
title: Stringhini et al. dataset

description: Dataset of Twitter spammers
DOI: 10.57702/snssw89e
title: Yang et al. dataset

description: Dataset of Twitter spammers
DOI: 10.57702/phfqaacj
title: MAPFR

description: Multi-agent path finding in continuous time and space
DOI: 10.57702/kiwnhjk9
title: Auto-J Dataset

description: The dataset used to train Auto-J, a generative safety evaluator for English.
DOI: 10.57702/ykcvzduk
title: Semi-supervised Spectral Clustering for Classiﬁcation

description: The proposed algorithm does not require a unique class-cluster mapping, and can efficiently handle clusters across class boundaries as well as multiple clusters within the same class.
DOI: 10.57702/4lpxo9ma
title: You-tube Celebrities

description: The dataset contains 1910 very low resolution videos of 47 subjects containing motion blur, high compression, pose and expression variations.
DOI: 10.57702/ph19eowk
title: Honda/UCSD

description: The dataset contains 59 videos of 20 subjects with varying poses and expressions.
DOI: 10.57702/fo31p10y
title: ETH-80

description: The dataset contains 8 object categories each with 10 different objects.
DOI: 10.57702/x5fm2x7r
title: FLASC: A Flare-Sensitive Clustering Algorithm

description: The dataset used in the paper is a 2D point cloud with varying density, containing a single cluster with 3 branches laid out as a three-pointed star.
DOI: 10.57702/q3xeykot
title: HiTab

description: A hierarchical table dataset for question answering and natural language generation.
DOI: 10.57702/64p212sb
title: ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems

description: Reinforcement Learning (RL) has achieved state-of-the-art results in domains such as robotics and games. We build on this previous work by applying RL algorithms to a selection of canonical online stochastic optimization problems with a range of practical applications: Bin Packing, Newsven-dor, and Vehicle Routing.
DOI: 10.57702/xy4n1v5j
title: Two-Layer Neural Networks

description: The dataset is used to analyze the convergence of stochastic gradient descent for two-layer neural networks.
DOI: 10.57702/7ddcin3t
title: Line drawings from 3D models

description: A dataset of line drawings from 3D models, created using a generative model that approximates realistic images.
DOI: 10.57702/pc5gl618
title: Covid-19 MLIA @ Eval initiative

description: The Covid-19 MLIA @ Eval initiative consists of three Natural Language Processing tasks: information extraction, multilingual semantic search and machine translation. The goal was to organize a community evaluation effort aimed at accelerating the creation of resources and tools for improving the deployment of automatic systems focused on Covid-19 related documents.