cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jtjkev
title: Occurrence Download

description: A dataset containing 189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Abies pinsapo Boiss."
 ]
}

 The dataset includes 189 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014290-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/9900v52u
title: HumanEval, MBPP, APPS

description: The dataset used in the paper is a code generation benchmark, consisting of 164 function declarations alongside their documentation, 500 test examples, each one is an instruction for a code function, and 5k programming problems at various levels of difficulty.
DOI: 10.57702/cdmqh54e
title: SeqNAS: Neural Architecture Search for Event Sequence Classification

description: Event Sequences (EvS) with marker and timing information are very common in real-world applications such as medicine, biology, social medial analysis, fault diagnosis, churn prediction, customer segmentation, fraud detection, and more.
DOI: 10.15468/dl.hajv9a
title: Occurrence Download

description: A dataset containing 192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "OccurrenceStatus is Present",
 "TaxonKey is Abies pinsapo Boiss."
 ]
}

 The dataset includes 192 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014291-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/g977u2x3
title: Hydra: Competing convolutional kernels for fast and accurate time series classification

description: The InsectSound and ElectricDevices datasets are used for Univariate Time Series (UTS) classification.
DOI: 10.15468/dl.fgdsmk
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vitellariopsis ferruginea Kupicha"
 ]
}

 The dataset includes 26 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014295-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/mbjkutmr
title: MovieQA, TVQA, AVSD, EQA, Embodied QA

description: A collection of datasets for visual question answering, including MovieQA, TVQA, AVSD, EQA, and Embodied QA.
DOI: 10.57702/6e2kssa3
title: Responsible-ai-by-design: A pattern collection for designing responsible AI systems

description: The Responsible AI Pattern Catalogue is a collection of patterns for designing and developing responsible AI systems.
DOI: 10.57702/04rjxffg
title: Speech enhancement generative adversarial network

description: Speech enhancement deep learning systems usually require large amounts of training data to operate in broad conditions or real applications. This makes the adaptability of those systems into new, low resource environments an important topic.
DOI: 10.57702/2brjf4ol
title: Voice Bank Corpus

description: The Voice Bank Corpus is a large regional accent speech database containing over 10 hours of speech data from 20 speakers.
DOI: 10.15468/dl.4pe4cd
title: Occurrence Download

description: A dataset containing 4034 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Silene pusilla Waldst. & Kit.)"
 ]
}

 The dataset includes 4034 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014292-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/jjkj807e
title: Corpus and voices for Catalan speech synthesis

description: Corpus and voices for Catalan speech synthesis.
DOI: 10.57702/p9r7nsfv
title: Natural Questions, WebQuestions, and TriviaQA

description: The dataset used in the paper is Natural Questions, WebQuestions, and TriviaQA. These datasets are used for unsupervised open-domain question answering.
DOI: 10.15468/dl.exphkr
title: Occurrence Download

description: A dataset containing 1783 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-15.71692 31.63248,9.23846 31.63248,9.23846 45.49296,-15.71692 45.49296,-15.71692 31.63248))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Gomphocarpus fruticosus (L.) W.T.Aiton, Asclepias curassavica L.)"
 ]
}

 The dataset includes 1783 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014293-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/c97qbjju
title: LIMP Dataset

description: The dataset used in the paper is a set of 35 complex and ambiguous object goal navigation and mobile pick-and-place instructions.
DOI: 10.57702/ohfura1t
title: Intra-Team Strategies for Teams Negotiating Against Competitor, Matchers, and Conceders

description: The dataset used in the paper is a negotiation team dataset, where team members negotiate against different types of opponents (competitors, matchers, and conceders).
DOI: 10.57702/ryp17hu9
title: Sentiment Classiﬁcation System of Twitter Data for US Airline Service Analysis

description: Sentiment classiﬁcation system of twitter data for us airline service analysis.
DOI: 10.57702/fy1dnexx
title: E. coli population growth rate dataset

description: The dataset used in this paper is a population growth rate dataset for E. coli, with parameters such as growth rate variability, cell size regulation, and division size variability.
DOI: 10.57702/ipi7j6og
title: Communities & Crime dataset

description: The Communities & Crime dataset contains information about socio-economic, law enforcement, and crime data about communities in the US.
DOI: 10.57702/3mo8niy0
title: Backblaze Reliability dataset

description: The dataset used for event classiﬁcation on heterogeneous time-series data
DOI: 10.34740/kaggle/dsv/10087415
title: World Weather Repository ( Daily Updating )
DOI: 10.57702/uu2agrox
title: UMDFaces, UMDFaces-Videos, and MS-Celeb-1M datasets for face recognition and gender bias reduction

description: UMDFaces, UMDFaces-Videos, and MS-Celeb-1M datasets for face recognition and gender bias reduction
DOI: 10.57702/57djmkbk
title: IJB-C dataset for face recognition and gender bias evaluation

description: IJB-C dataset for face recognition and gender bias evaluation
DOI: 10.57702/lby0dbng
title: Uncertainty-Aware Model-Based Reinforcement Learning with Application to Autonomous Driving

description: The proposed uncertainty-aware model-based reinforcement learning framework is applied to end-to-end autonomous driving tasks.
DOI: 10.57702/0c7opq2p
title: Trafﬁcking-10k

description: The Trafﬁcking-10k dataset contains more than 10,000 advertisements annotated for the task of detecting human trafﬁcking. The dataset contains two sources of information per advertisement: text and images.
DOI: 10.57702/pjvda3r8
title: HCP and OASIS datasets

description: The dataset used in this study is a collection of functional MRI (fMRI) data from two independent publicly available datasets (HCP and OASIS). The data is used to evaluate the proposed STE-ODE framework for learning brain effective network representations.
DOI: 10.57702/25ofgng7
title: ST-GIN: An Uncertainty Quantification Approach in Traffic Data

description: Traffic data serves as a fundamental component in both research and applications within intelligent transportation systems. However, real-world transportation data, collected from loop detectors or similar sources, often contains missing values (MV), which can adversely impact associated applications and research.
DOI: 10.57702/htzo3zdz
title: Face Recognition Technology (FERET) dataset

description: The Face Recognition Technology (FERET) dataset consists of 14,126 images for 1199 different persons.
DOI: 10.57702/ygltdvgp
title: Specs on Faces (SoF) dataset

description: The Specs on Faces (SoF) dataset is a challenging dataset for face detection, recognition, and classiﬁcation.
DOI: 10.57702/r3f541u7
title: 73-domain dataset

description: The 73-domain dataset is an imbalanced dataset with 73 domains. Each domain contains 512 examples on average.
DOI: 10.4121/802a1f66-ee9f-422d-9501-a5784b8d91dc
title: Data underlying the PhD thesis: The Pulse of Metabolism: Analysing “Candidatus Accumulibacter” dynamic flows

description: ***Data underlying the PhD thesis: The Pulse of Metabolism: Analysing “Candidatus Accumulibacter” dynamic flows"***Authors: T. Paez-Watson, M.C.M. van Loosdrecht, S. A. WahlDepartment of Biotechnology, Faculty of Applied Sciences, Delft University of Technology<br><br>*** General description ***Data that has been used for the publication of the PhD thesis.<br>All software and simulation data has been previously published with each chapter in GitHub. This dataset includes non-available experimental data from the reactor analysis of each publication.<br><br>References from publication:<br>- https://pubs.acs.org/doi/10.1021/acsestwater.4c00247?r- Metabolic implications for dual substrate growth in “Candidatus Accumulibacter”. Article under review in Environmental Science and Technology<br><br>This work was supported by SIAM Gravitation Grant 024.002.00, the Netherlands Organization for Scientific Research (NWO).<br><br><br>*** Data collection and file description ***<br>1) ------ Sweet Secrets qFISH ------<br>Microscopic images from the 2 bioreactor enrichments of "Candidatus Accumulibacter"probed with the FISH oligonucleotides PAOmix, GAOmix and EUBacteria. Together with the FISH images, the python code that was developed and used to quantify the cellsof different colors for qFISH. More details regarding the experiments and the microscopic images at:are available at https://doi.org/10.1021/acsestwater.4c00247?urlappend=%3Fref%3DPDF&jav=VoR&rel=cite-as<br><br>2) ------ Sweet Secrets Reactor Operation ------<br>The operational data of the long term bioreactot enrichments run for the publication.Both bioreactor enrichments were operated under the exact same parameters except for the rotational speed at 400 and 800 rpms respectively. <br>Available files:- Time_samples.xsls Cycle analyses on the reactors at steady state- TSS.VSS measurements on the biomass concentration of the reactors over time- HPLC results.xsls HPLC results and phosphate measurements of cycle analysis.<br><br>3) ------ Experiments Mix Substrates ------<br>The operational data of the long term bioreactor enrichment run for the publication.Bioreactor was enriched under acetate as the only carbon source, but was tested in batch mode for it's uptake capacities of acetate, aspartate and a mix. Files containdata regarding the batch tests with mixed substrate.<br>Available files:- FISH images of the community- Cycle studies performed in January and February during problems of the reactor operation.- Batch tests 2023. Batch tests of the mixed substrates. Results indicate PHAs, glycogen, polyphosphate and acetate/aspartate consumption over time.
DOI: 10.4121/802a1f66-ee9f-422d-9501-a5784b8d91dc.v1
title: Data underlying the PhD thesis: The Pulse of Metabolism: Analysing “Candidatus Accumulibacter” dynamic flows

description: ***Data underlying the PhD thesis: The Pulse of Metabolism: Analysing “Candidatus Accumulibacter” dynamic flows"***Authors: T. Paez-Watson, M.C.M. van Loosdrecht, S. A. WahlDepartment of Biotechnology, Faculty of Applied Sciences, Delft University of Technology<br><br>*** General description ***Data that has been used for the publication of the PhD thesis.<br>All software and simulation data has been previously published with each chapter in GitHub. This dataset includes non-available experimental data from the reactor analysis of each publication.<br><br>References from publication:<br>- https://pubs.acs.org/doi/10.1021/acsestwater.4c00247?r- Metabolic implications for dual substrate growth in “Candidatus Accumulibacter”. Article under review in Environmental Science and Technology<br><br>This work was supported by SIAM Gravitation Grant 024.002.00, the Netherlands Organization for Scientific Research (NWO).<br><br><br>*** Data collection and file description ***<br>1) ------ Sweet Secrets qFISH ------<br>Microscopic images from the 2 bioreactor enrichments of "Candidatus Accumulibacter"probed with the FISH oligonucleotides PAOmix, GAOmix and EUBacteria. Together with the FISH images, the python code that was developed and used to quantify the cellsof different colors for qFISH. More details regarding the experiments and the microscopic images at:are available at https://doi.org/10.1021/acsestwater.4c00247?urlappend=%3Fref%3DPDF&jav=VoR&rel=cite-as<br><br>2) ------ Sweet Secrets Reactor Operation ------<br>The operational data of the long term bioreactot enrichments run for the publication.Both bioreactor enrichments were operated under the exact same parameters except for the rotational speed at 400 and 800 rpms respectively. <br>Available files:- Time_samples.xsls Cycle analyses on the reactors at steady state- TSS.VSS measurements on the biomass concentration of the reactors over time- HPLC results.xsls HPLC results and phosphate measurements of cycle analysis.<br><br>3) ------ Experiments Mix Substrates ------<br>The operational data of the long term bioreactor enrichment run for the publication.Bioreactor was enriched under acetate as the only carbon source, but was tested in batch mode for it's uptake capacities of acetate, aspartate and a mix. Files containdata regarding the batch tests with mixed substrate.<br>Available files:- FISH images of the community- Cycle studies performed in January and February during problems of the reactor operation.- Batch tests 2023. Batch tests of the mixed substrates. Results indicate PHAs, glycogen, polyphosphate and acetate/aspartate consumption over time.
DOI: 10.57702/p90kmr6r
title: DROP

description: DROP dataset contains complex compositional questions against natural language passages describing football games and historical events.
DOI: 10.57702/2ceraeza
title: PokeMQA: Programmable knowledge editing for Multi-hop Question Answering

description: Multi-hop question answering (MQA) is one of the challenging tasks to evaluate machine’s comprehension and reasoning abilities, where large language models (LLMs) have widely achieved the human-comparable performance.
DOI: 10.57702/vgg0l5m2
title: MQUAKE: Assessing knowledge editing in language models via multi-hop questions

description: MQUAKE is a knowledge editing benchmark that includes MQUAKE-CF-3K based on counterfactual edits, and MQUAKE-T with temporal knowledge updates.
DOI: 10.15468/dl.np45pv
title: Occurrence Download

description: A dataset containing 508 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arnoglossus rueppelii (Cocco, 1844)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 508 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014296-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52r8mt
title: Occurrence Download

description: A dataset containing 431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arnoglossus thori Kyle, 1913",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 431 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014297-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hruzey
title: Occurrence Download

description: A dataset containing 717 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Silene pendula L.)"
 ]
}

 The dataset includes 717 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014299-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/doj9p8io
title: Artificial Benchmarks for Community Detection (ABCD)

description: The dataset used in the paper for community detection using the Bayan algorithm.
DOI: 10.57702/zmegb9bm
title: Lancichinetti-Fortunato-Radicchi (LFR) Benchmark Graphs

description: The dataset used in the paper for community detection using the Bayan algorithm.
DOI: 10.57702/4fkckis5
title: ICVL Hand Posture Dataset

description: The ICVL Hand Posture Dataset comprises a training set of over 180k depth images showing various hand poses.
DOI: 10.57702/c5kxf425
title: HISTO-FED

description: HISTO-FED is a medical image dataset, consisting of both public and private hematoxylin & eosin (H&E) stained histological whole-slide images of human colorectal cancer (CRC) and normal tissue.
DOI: 10.57702/pqt94h2s
title: Local power estimation of neuromodulations using point process modeling

description: Local power estimation of neuromodulations using point process modeling
DOI: 10.57702/5czi57mm
title: Skin Tissue WSIs for cSCC

description: A dataset of 660 skin tissue WSIs of patients diagnosed with cutaneous squamous cell carcinoma (cSCC).
DOI: 10.15468/dl.7d69vv
title: Occurrence Download

description: A dataset containing 666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Spain",
 "DatasetKey is one of (iNaturalist Research-grade Observations, FloraCAT: Banco de datos de los cormófitos de Cataluña, Pl@ntNet automatically identified occurrences, DIBA-Parc Natural del Montseny, CeDoc de Biodiversitat Vegetal: BCN-Cormophyta, Observation.org, Nature data from around the World, Institut Botanic de Barcelona (IBB, CSIC-Ajuntament de Barcelona), BC-Plantae, Pl@ntNet observations, CSIC-Real Jardín Botánico-Colección de Plantas Vasculares (MA))",
 "OccurrenceStatus is Present",
 "TaxonKey is Senecio pterophorus DC."
 ]
}

 The dataset includes 666 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014300-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/i1ms3h86
title: NARMA10

description: The dataset used in this paper is a NARMA10 dataset.
DOI: 10.57702/cvf7zpr4
title: Sine vs. Square Wave Discrimination

description: The dataset used in this paper is a sine/square wave discrimination dataset.
DOI: 10.57702/2708ab9o
title: PB Evaluation Benchmarks

description: The dataset used in the paper is the set of decision benchmarks containing only small integers used in the PB evaluation since its very first edition.
DOI: 10.57702/04yp6caa
title: Padch-arXiv preprint est: A large chest x-ray image dataset with multi-label annotated reports

description: A large chest x-ray image dataset with multi-label annotated reports
DOI: 10.15468/dl.b2hxup
title: Occurrence Download

description: A dataset containing 25242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Balistes capriscus Gmelin, 1789",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 25242 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014298-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/0i5fmcwi
title: Chest X-ray8: Hospital-scale chest x-ray dataset with multi-label annotated reports

description: A hospital-scale chest x-ray dataset with weakly-supervised classification and localization of common thorax diseases
DOI: 10.57702/ikzj2aw7
title: Multiple Knapsack Problem

description: The dataset is used to evaluate the performance of the proposed method.
DOI: 10.57702/iudusnuq
title: Corlat

description: The dataset is used to evaluate the performance of the proposed method.
DOI: 10.57702/sxgllj29
title: MIK

description: The dataset is used to evaluate the performance of the proposed method.
DOI: 10.57702/oss3pxdn
title: Wilds: A Benchmark of In-the-Wild Distribution Shifts

description: The dataset used in the paper is a collection of images for domain generalization tasks, including CIFAR-10-C, CIFAR-100-C, and Digit-DG.
DOI: 10.57702/t18y8j18
title: Diginetica

description: The dataset used in the paper is a real-world ofﬂine dataset from CIKM Cup 2016 data challenge. It contains six months of user interaction logs.
DOI: 10.57702/dictjdlh
title: MNIST, CIFAR10, and FEMNIST datasets

description: MNIST, CIFAR10, and FEMNIST datasets are used to evaluate the effect of accuracy in various datasets.
DOI: 10.57702/ifvw549w
title: Mini-imagenet dataset

description: The dataset used in the paper is a mini-imagenet dataset, with 10100 instances, 21168 attributes, and 100 categories. The dataset is used for clustering and evaluation of the proposed method.
DOI: 10.57702/0f49bouq
title: Meent: Electromagnetic Simulator for Machine Learning

description: Electromagnetic simulation framework for machine learning
DOI: 10.57702/o703mq4j
title: Morfessor 2.0 dataset

description: Morfessor 2.0 dataset for English, Finnish and Turkish language models
DOI: 10.15468/dl.y4n3tt
title: Occurrence Download

description: A dataset containing 3718567 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Türkiye"
 ]
}

 The dataset includes 3718567 records from 1509 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014280-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive5401.20250331.9.3
title: Acetobacterium wieringae Braun and Gottschalk 1983

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5401.20251217.10
title: Acetobacterium wieringae Braun and Gottschalk 1983

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5402.20250331.9.3
title: Acetobacterium woodii Balch et al. 1977

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.