cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57702/2kxhte4j
title: LEVIR-MCI

description: The LEVIR-MCI dataset is a multi-level change interpretation dataset containing bi-temporal images with annotated change detection masks and captions.
DOI: 10.57702/5b2gseuc
title: Model Objects for Expert Estimation

description: The model objects were figures with different numbers of colored pixels (known to expert session organizer).
DOI: 10.15468/dl.xqxda7
title: Occurrence Download

description: A dataset containing 2655 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nymphalidae",
 "Geometry POLYGON((-76.77572 -1.70535,-75.41609 -1.70535,-75.41609 -0.44067,-76.77572 -0.44067,-76.77572 -1.70535))"
 ]
}

 The dataset includes 2655 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014277-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/0x1ro3xz
title: Movielens1M

description: The dataset used in the paper is a collection of implicit interactions gathered from various sources, including music websites, movie ratings, book clubs, social networks, and online communities.
DOI: 10.5281/zenodo.14265582
title: Data set and simulation code for "Design and Control Optimization for Hybrid-Controlled Overconstrained Cable-Driven Parallel Robots"

description: See the attached readme file
DOI: 10.5281/zenodo.14265583
title: Data set and simulation code for "Design and Control Optimization for Hybrid-Controlled Overconstrained Cable-Driven Parallel Robots"

description: See the attached readme file
DOI: 10.57702/mwrmkjal
title: Evaluation framework for algorithms segmenting short axis cardiac MRI

description: The MICCAI 2009 LV Segmentation Challenge (LV-09) dataset contains 45 subjects with expert annotations.
DOI: 10.57702/bsibqz2m
title: C-MAPSS Dataset

description: The dataset is used for training and testing the proposed deep learning-based prognostic models.
DOI: 10.57702/noe3zjpa
title: Copa

description: The Copa dataset consists of questions paired with two answer choices.
DOI: 10.57702/6uhygt1w
title: American University in Cairo (AUC) Distracted Driver’s Dataset

description: A new dataset for distracted driver posture estimation, proposed a novel system that achieves 95.98% driving posture estimation classification accuracy.
DOI: 10.57702/logr1y6v
title: Southeast University Distracted Driver Dataset

description: A dataset for driving posture recognition, includes images of drivers with different postures.
DOI: 10.57702/98lcz6cy
title: StateFarm’s Distracted Driver Detection Dataset

description: A dataset for driver behavior recognition, includes images of drivers with different behaviors.
DOI: 10.57702/v9h5ecu8
title: Vietnamese Speech Dataset for Named Entity Recognition

description: The first Vietnamese speech dataset for NER task, and the first pre-trained public large-scale monolingual language model for Vietnamese that achieved the new state-of-the-art for the Vietnamese NER task by 1.3% absolute F1 score comparing to the latest study.
DOI: 10.57702/s7wowzks
title: Attentive Neural Network for Named Entity Recognition in Vietnamese

description: Named Entity Recognition for Vietnamese using Attentive Neural Network
DOI: 10.57702/bzapl3f0
title: Breakfast

description: Temporal receptive fields of models play an important role in action segmentation. Large receptive fields facilitate the long-term relations among video clips while small receptive fields help capture the local details.
DOI: 10.57702/itjmvm1x
title: EasyCom: An Augmented Reality Dataset for Easy Communication in Noisy Environments

description: The EasyCom dataset is a relatively new dataset, recorded using Meta’s Augmented-Reality (AR) glasses set.
DOI: 10.57702/nijv3j21
title: The AMI Meeting Corpus: A Multimodal Corpus for Meeting Transcription

description: The AMI Meeting Corpus is a multimodal corpus containing audio and video recordings of meetings.
DOI: 10.57702/vl9s8qcy
title: Flutter flight test data

description: Flutter flight test data from three test points, with five maneuvers per test point, and 92 sensors.
DOI: 10.57702/3g2lemli
title: MACS dataset

description: The MACS dataset is composed of FHD (1920x1080) surgical videos from the operative microscope of 16 patients during surgical repair of intracerebral aneurysms.
DOI: 10.57702/ip6yh41v
title: Stereo-based Hand Tracking Benchmark

description: A benchmark for evaluating hand pose tracking/estimation algorithms on passive stereo. Unlike existing benchmarks, it contains both stereo images from a binocular stereo camera and depth images captured from an active depth camera.
DOI: 10.57702/sg2bckc7
title: MediaSum

description: MediaSum is a dataset for monolingual dialogue summarization, consisting of 464k interview transcripts with human-labeled summaries.
DOI: 10.57702/w181wqa1
title: Santos Channel Dataset

description: The dataset used in this paper is a combination of SOFS model forecasts and sensor data, used to train a Random Forest model to predict the error of the SOFS model.
DOI: 10.57702/qvqszu5u
title: Freiburg1_360

description: The dataset used in the paper is a benchmark dataset for visual SLAM, consisting of RGB-D images and IMU data.
DOI: 10.15468/dl.r9f2y8
title: Occurrence Download

description: A dataset containing 11923 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Impatiens balfourii Hook.fil., Impatiens insubrica Beauverd, Impatiens mathildae Chiov.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 11923 records from 358 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014278-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdsw5n
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Cycas panzhihuaensis L.Zhou & S.Y.Yang)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 39 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014281-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2k68yc
title: Occurrence Download

description: A dataset containing 1426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphia minuta (Risso, 1810)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1426 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014282-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/gyx6qb29
title: Freiburg1_xyz

description: The dataset used in the paper is a benchmark dataset for visual SLAM, consisting of RGB-D images and IMU data.
DOI: 10.57702/7npi2kcd
title: Freiburg2_360_kidnap

description: The dataset used in the paper is a benchmark dataset for visual SLAM, consisting of RGB-D images and IMU data.
DOI: 10.15468/dl.p5hvvm
title: Occurrence Download

description: A dataset containing 1363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argentina sphyraena Linnaeus, 1758",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1363 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014283-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/ngpuusjz
title: AGFW-v2

description: A large-scale face-aging database for automated face age-progression and age estimation in both images and videos.
DOI: 10.57702/3inogwmy
title: MORPH - Album 2

description: A longitudinal image database of normal adult age-progression.
DOI: 10.15468/dl.qvcaa2
title: Occurrence Download

description: A dataset containing 7204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arnoglossus laterna (Walbaum, 1792)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7204 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014284-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/3fkmq1rs
title: FG-NET

description: The FG-NET1 dataset contains 1002 images colored resolution, quality, or gray with variation in illumination, viewpoint, and expression. There are 82 different subjects with ages ranging between newborns to 69 years old subjects. The average number of images per subject is 12.
DOI: 10.57702/o9ujff4o
title: eyesclosed dataset

description: A real-world brain-network dataset consisting of patients affected by Autism Spectrum Disorder and a control group.
DOI: 10.57702/5dirlp87
title: Dataset Abstraction Mechanism

description: A dataset abstraction mechanism based on multi-layer callback functions
DOI: 10.57702/1jl40wg2
title: Reusable Model Training, Monitoring and Management Mechanism

description: A reusable model training, monitoring and management mechanism
DOI: 10.57702/nub2i5kr
title: Model Recommendation Method

description: A model recommendation method based on dataset similarity
DOI: 10.57702/293u6hs4
title: Hawkes Processes with Latency in Hawkes Processes: Applications in Finance

description: The dataset used in this paper is a high-frequency order book data, specifically BUND futures data.
DOI: 10.57702/7lfur2lu
title: R3: On-device Real-Time Deep Reinforcement Learning for Autonomous Robotics

description: Autonomous robotic systems, like autonomous vehicles and robotic search and rescue, require efficient on-device training for continuous adaptation of Deep Reinforcement Learning (DRL) models in dynamic environments.
DOI: 10.57702/cowdvlkw
title: Multiscale Metabolic Modeling of C4 Plants

description: A genome-scale metabolic model of maize, incorporating nonlinear constraints for C4 photosynthesis.
DOI: 10.57702/ji19nkq3
title: Enzyme activity measurements for maize leaves

description: A dataset of enzyme activity measurements for maize leaves, used to constrain the metabolic model.
DOI: 10.57702/1r9jhnk6
title: WISDM Dataset

description: The dataset consists of six activities performed by 29 subjects. These activities include walking, upstairs, downstairs, jogging, upstairs, and standing.
DOI: 10.57702/bwdejmhm
title: Cellular trafﬁc analysis

description: A real trafﬁc dataset generated from a real user using deep machine learning as well as statistical learning.
DOI: 10.57702/y1iwu8n5
title: Amazon Product Dataset

description: The dataset used in the paper is a large-scale graph dataset, consisting of users and shows with multi-attribute edges. The graph is constructed by selecting user IDs and side information combinations of shows as nodes, and click/co-click relations and view time as edges.
DOI: 10.15468/dl.ed6zwq
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is DEU.9_1",
 "TaxonKey is Faxonius limosus (Rafinesque, 1817)",
 "Year 2019-2024"
 ]
}

 The dataset includes 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014287-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/d3k0fmq7
title: Quiver Gauge Theories

description: The dataset of quiver gauge theories, Calabi-Yau threefolds, and more.
DOI: 10.57702/tu73v9rl
title: CIFAR-10, CIFAR-100, Tiny ImageNet, ImageNet

description: The dataset used in the paper is not explicitly described, but it is mentioned that the authors used CIFAR-10, CIFAR-100, Tiny ImageNet, and ImageNet datasets.
DOI: 10.15468/dl.cffqqz
title: Occurrence Download

description: A dataset containing 16020 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Diphasiastrum complanatum (L.) Holub)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16020 records from 217 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014286-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/2mdzu6co
title: Samanantar dataset

description: The Samanantar dataset containing 49.6 million sentence pairs between English and 11 Indian languages.
DOI: 10.57702/8xb0qdkc
title: TripClick

description: The TripClick dataset is a large-scale benchmark for information retrieval.
DOI: 10.57702/dxwmqopc
title: MNIST, Kuzushiji, Fashion and EMNIST datasets

description: MNIST, Kuzushiji, Fashion and EMNIST datasets
DOI: 10.57702/1hppb1ss
title: Bing Click-Through Logs

description: The dataset is a collection of user queries and clicked images from Bing search logs.
DOI: 10.57702/1ofa08ln
title: KITTI-Road

description: A new performance measure and evaluation benchmark for road detection algorithms.
DOI: 10.57702/89tj967r
title: Structural Antibody Database (SAbDab)

description: The Structural Antibody Database (SAbDab) is a dataset of antibody structures, which is used for training and testing the proposed dyMEAN model.
DOI: 10.57702/uoo4m6tz
title: RAbD Benchmark

description: The RAbD dataset is a benchmark for antibody design, which is used to evaluate the performance of the proposed dyMEAN model.
DOI: 10.57702/w70mm1cw
title: SemEval 2015

description: The dataset is used to evaluate the proposed framework for target-based sentiment analysis.
DOI: 10.57702/gho8c86j
title: GNC Algorithm Dataset

description: The dataset used for the experiments in this paper, which includes guidance, navigation, and control (GNC) algorithm data.
DOI: 10.57702/deadhdre
title: Capacity vs. cycle data from Liu et al.

description: Capacity vs. cycle data extracted from Liu et al. [10]
DOI: 10.57702/jv1v9g8h
title: Randomized Battery Usage Data Set

description: Capacity vs. time data from three cells with randomised load profiles
DOI: 10.57702/smhtsl2j
title: Hypervolume Box Decomposition Algorithm Dataset

description: The dataset used in this paper is the Hypervolume Box Decomposition Algorithm dataset, which consists of a set of d-dimensional points and their corresponding hypervolumes.
DOI: 10.57702/fulg1ydr
title: Walking Fish Group Algorithm Dataset

description: The dataset used in this paper is the Walking Fish Group algorithm dataset, which consists of a set of d-dimensional points and their corresponding hypervolumes.
DOI: 10.57702/h28aanao
title: Initial Results for Pairwise Causal Discovery Using Quantitative Information Flow

description: Pairwise Causal Discovery is the task of determining causal, anticausal, confounded or independence relationships from pairs of variables.
DOI: 10.15468/dl.ahzzfv
title: Occurrence Download

description: A dataset containing 1656997 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Morocco"
 ]
}

 The dataset includes 1656997 records from 1299 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014275-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/kycffz
title: Colección de Plantas Vasculares del Herbario CTES (CTES-DIG2020)

description: Este recurso corresponde a la Colección de Plantas Vasculares del Herbario CTES que fueron depositados en el herbario e inventariados con código barra en la base de datos del herbario virtual, como parte del Proyecto para la “Preservación y recuperación de colecciones de interés científico de Argentina 2020” impulsado por el CONICET, conjuntamente con la Fundación Williams y la Fundación Bunge y Born. 
Esta colección contiene especímenes de herbario procesados como parte de esta iniciativa, que a posterior de finalizada, se dio continuidad utilizando las capacidades instaladas, hasta la actualidad. Estos registros fueron procesados en el período que se inicia en el 01-07-2022 con la ejecución del proyecto, hasta el 31-12-2024.
Este conjunto de datos contiene gran parte de la colección del botánico Dr. Troels Myndel Pedersen, la cual representa la diversidad vegetal de un área natural protegida como lo es el Parque Nacional Mburucuyá.
DOI: 10.15468/dl.972cgz
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "TaxonKey is Alkanna tinctoria (L.) Tausch",
 "Year 1975-2024"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001425-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54g9y3
title: Occurrence Download

description: A dataset containing 103439 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobatidae"
 ]
}

 The dataset includes 103439 records from 403 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001414-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zg5xzk
title: Occurrence Download

description: A dataset containing 132168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aquilegia vulgaris L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 132168 records from 1157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001413-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzrxgx
title: Occurrence Download

description: A dataset containing 12038 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bougainvillea Comm. ex Juss."
 ]
}

 The dataset includes 12038 records from 600 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001426-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e226003
title: Market Saturation & Utilization State-County

description: The Market Saturation and Utilization State-County dataset provides monitoring of market saturation as a means to help prevent potential fraud, waste, and abuse (FWA). Market saturation, in the present context, refers to the density of providers of a particular service within a defined geographic area relative to the number of beneficiaries receiving that service in the area. The data can be used to reveal the degree to which use of a service is related to the number of providers servicing a geographic region. There are also a number of secondary research uses for these data, but one objective of making these data public is to assist health care providers in making informed decisions about their service locations and the beneficiary population they serve.The interactive dataset can be filtered and analyzed on the site or downloaded in Excel format.
DOI: 10.3886/e226003v1
title: Market Saturation & Utilization State-County

description: The Market Saturation and Utilization State-County dataset provides monitoring of market saturation as a means to help prevent potential fraud, waste, and abuse (FWA). Market saturation, in the present context, refers to the density of providers of a particular service within a defined geographic area relative to the number of beneficiaries receiving that service in the area. The data can be used to reveal the degree to which use of a service is related to the number of providers servicing a geographic region. There are also a number of secondary research uses for these data, but one objective of making these data public is to assist health care providers in making informed decisions about their service locations and the beneficiary population they serve.The interactive dataset can be filtered and analyzed on the site or downloaded in Excel format.
DOI: 10.15468/dl.dqjnda
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lasioglossum allonotum (Cockerell, 1936)"
 ]
}

 The dataset includes 31 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011626-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1067995.10fu
title: SH1067995.10FU

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: 10.15156/bio/sh1067998.10fu
title: SH1067998.10FU

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.