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Datasets

List of ebooks and manuals about Datasets

50 documents available in our comprehensive collection of Datasets resources. Find practical guides, tutorials, and documentation to enhance your knowledge.

Preview of Waymo Dataset
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Waymo Dataset (Sun_Scalability_in_Perception_for_Autonomous_Driving_Waymo_Open_Dataset_CVPR_2020_paper.pdf)

986 KBPei Sun, Henrik Kretzschmar, Xerxes Dotiwalla, Aurelien Chouard, Vijaysai Patnaik, Paul Tsui,EN 9 pages
Researchers from Waymo LLC and Google LLC introduce a large-scale, high-quality, diverse autonomous driving dataset, consisting of 1150 scenes with...
Preview of Rapid Scan Datasets
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Rapid Scan Datasets (6-Mecikalski_SRSOR-mAMV_v3.pdf)

7.78 MBLori SchultzEN 59 pages
Researchers are using 1-min Super Rapid Scan (SRSOR) datasets from GOES-R to study convective processes, including updrafts and cloud growth, with potential
Preview of UCF101 Dataset
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UCF101 Dataset (1212.0402.pdf)

1.71 MBEN 7 pages
UCF101 is a dataset of 101 human actions with over 13k clips and 27 hours of video data, featuring realistic user-uploaded videos with camera motion and...
Preview of DDXPlus Dataset
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DDXPlus Dataset (2205.09148.pdf)

956 KBEN 32 pages
Researchers introduce DDXPlus, a large-scale synthetic dataset for building Automatic Diagnosis (AD) and Automatic Symptom Detection (ASD) systems, featuring...
Preview of SEN12MS Dataset
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SEN12MS Dataset (isprs-annals-IV-2-W7-153-2019.pdf)

4.64 MBEN 8 pages
SEN12MS is a curated dataset of georeferenced multi-spectral Sentinel-1/2 imagery for deep learning and data fusion, consisting of 180,662 triplets of dual-pol...
Preview of Neural MT Post-Editing
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Neural MT Post-Editing (W19-6736.pdf)

212 KBEN 6 pages
This study compares post-editing distance of TM fuzzy matches and NMT suggestions on two datasets, finding that NMT was more useful in one dataset but not the
Preview of Jedwali la Mapendekezo ya Hifadhidata
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Jedwali la Mapendekezo ya Hifadhidata (1803.09010.pdf)

541 KBTimnit Gebru, Jamie Morgenstern, Briana Vecchione, Jennifer Wortman Vaughan, Hanna Wallach, Hal DaumEN 18 pages
Data plays a critical role in machine learning, and the characteristics of datasets influence a model's behavior, potentially leading to mismatches and severe
Preview of Taskmaster-1 Dataset
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Taskmaster-1 Dataset (D19-1459.pdf)

270 KBBill Byrne ; Karthik Krishnamoorthi ; Chinnadhurai Sankar ; Arvind Neelakantan ; Ben Goodrich ; DaniEN 10 pages
Taskmaster-1 is a dataset of 13,215 task-based dialogs in six domains, created using two procedures: a two-person "Wizard of Oz" approach and a "self-dialog"...
Preview of French STM Datasheets
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French STM Datasheets (STM_Data_Sheets_FR-1.pdf)

987 KBFR 8 pages
Le module principal STM M46 est une enceinte de haute puissance conçue pour les applications de sonorisation mobile modulaire, allant des petits événements aux...
Preview of 130919_Field Service
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130919_Field Service (130919_Field-Service.pdf)

3.36 MBSimone SarmetEN 15 pages
Copyright 2013 DataSelf Corporation, with DataSelf as its trademark.
Preview of https://nesentrol.com/datasheets/JRHLowFlowRegulatorDataSheet.pdf
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https://nesentrol.com/datasheets/JRHLowFlowRegulatorDataSheet.pdf (JRHLowFlowRegulatorDataSheet.pdf)

711 KBEN 13 pages
JRH Series Gas Pressure Reducing Valves handle high pressures and low flows, used in research and sampling systems for general, corrosive, and specialty gas...
Preview of FastMap: A Fast Algorithm for Indexing, Data-Mining and Visualization of Traditional and Multimedia Datasets
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FastMap: A Fast Algorithm for Indexing, Data-Mining and Visualization of Traditional and Multimedia Datasets (sigmod95.pdf)

334 KBEN 26 pages
FastMap is a fast algorithm for indexing, data-mining, and visualization of traditional and multimedia datasets
Preview of click here to view or download the transcript for this show.
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click here to view or download the transcript for this show. (SED307-Dave-King.pdf)

146 KBEN 26 pages
Data scientists, engineers, and DevOps engineers need flexible interfaces to display and manipulate datasets
Preview of A Tale of Two Datasets: Business Survival in Administrative versus Survey Data
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A Tale of Two Datasets: Business Survival in Administrative versus Survey Data (16rptwodatasets.pdf)

858 KBKUMCEN 35 pages
Researchers compared business survival rates using administrative and survey data, finding significant differences in results depending on the data source and...
Preview of April 2017
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April 2017 (NHDNewsletter_16_4_Apr17.pdf)

1.01 MBEN 9 pages
USGS National Hydrography Dataset Newsletter, Vol. 16, No.
Preview of Multivariate Visualization
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Multivariate Visualization (MultivariateDataVisualization.pdf)

812 KByliuEN 44 pages
Multivariate visualization involves datasets with more than three variables, posing the "curse of dimension" issue
Preview of http://www.farnell.com/datasheets/1639814.pdf
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http://www.farnell.com/datasheets/1639814.pdf (1639814.pdf)

176 KBFairchild SemiconductorEN 7 pages
The HGTG20N60B3D is a 40A, 600V N-Channel IGBT with an anti-parallel hyperfast diode, featuring low conduction loss, short circuit rating, and a typical fall...
Preview of \\Gva1\datasheets\FICHES~1\FTEN
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\\Gva1\datasheets\FICHES~1\FTEN (1639890.pdf)

206 KBmmaEN 3 pages
LEM's LF 505-S transducer measures currents (DC, AC, pulsed) with galvanic isolation, offering high accuracy (±0.6%) and linearity (
Preview of Final revised paper
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Final revised paper (acp-17-3253-2017.pdf)

12.01 MBEN 26 pages
This study examines the sensitivity of interannual variability in mineral aerosol simulations to meteorological forcing datasets and modeling frameworks
Preview of Severe Disadvantage Scotland
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Severe Disadvantage Scotland (TechReport_V6final_clean_7-August.pdf)

2.29 MBGlen BramleyEN 140 pages
The study uses secondary datasets to estimate total numbers, prevalence of deprivations, demographic characteristics, and service use
Preview of High-dimensional mixed-frequency IV regression
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High-dimensional mixed-frequency IV regression (hd_mfiv.pdf)

1.32 MBEN 41 pages
The model handles high-dimensional datasets without imposing approximate sparsity restrictions
Preview of Product Datasheets BOX – Product Datasheet
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Product Datasheets BOX – Product Datasheet (TOP-TEC-BOX-Product-Information-v2202.1.pdf)

1.36 MBEN 4 pages
TOP-TEC offers single-person workbooths, known as Box, designed for private phone and video conference calls in open-plan offices, featuring effective...
Preview of cusp_berkes_2018.pdf
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cusp_berkes_2018.pdf (51606362190691.pdf)

680 KBEN 27 pages
The Comprehensive Universe of U.S. Patents (CUSP) is a dataset of all U.S.
Preview of AusSeabed Marine Data Portal User Guide
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AusSeabed Marine Data Portal User Guide (AusSeabed-Portal-User-Guide_v.04.pdf)

4.15 MBuserEN 21 pages
The AusSeabed Marine Data Portal is managed by Geoscience Australia, providing access to seabed-related datasets and analytical tools
Preview of Advanced GAN Techniques for Semi-Supervised Learning and Realistic Image Generation
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Advanced GAN Techniques for Semi-Supervised Learning and Realistic Image Generation (1606.03498.pdf)

2.24 MBEN 10 pages
The techniques enable effective classification on MNIST, CIFAR-10, and SVHN datasets, as well as visually compelling image synthesis
Preview of guidelines
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guidelines (nctc_guidelines.pdf)

2.14 MBODNIEN 32 pages
The National Counterterrorism Center (NCTC) is authorized to access and review datasets containing non-terrorism information to identify and obtain terrorism
Preview of Tutorial - Survey Editor
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Tutorial - Survey Editor (Survey_Analyst_Tutorial.pdf)

3.06 MBESRIEN 48 pages
ArcGIS Survey Analyst is a tool for entering survey data and coordinate geometry into survey datasets
Preview of Article
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Article (isprs-annals-IV-2-W1-129-2016.pdf)

2.48 MBEN 8 pages
Three-dimensional geospatial information is increasingly used beyond visualization, but 3D datasets are often produced without exact specifications and at
Preview of Datasheets Expert Advice Payables Keep reading
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Datasheets Expert Advice Payables Keep reading (taulia-payables-datasheet-track-I-05-2022.pdf)

178 KBEN 2 pages
Taulia Payables combines supply chain finance and dynamic discounting, allowing companies to free up cash, capture discounts, or do both with minimal balance...
Preview of GAN Training Analysis
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GAN Training Analysis (2007.06418.pdf)

6.8 MBEN 12 pages
GANs often struggle with underfitting or overfitting due to limited or complex datasets, making analysis difficult
Preview of Signer Diarisation
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Signer Diarisation (albanie21a.pdf)

5.3 MBEN 6 pages
Researchers propose a framework, SDTRACK, for signer tracking and diarisation in the wild, enabling collection of large-scale, diverse sign language datasets
Preview of PDF
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PDF (Ying_Weakly-Supervised_Object_Representation_Learning_for_Few-Shot_Semantic_Segmentation_WACV_2021_paper.pdf)

2.76 MBXiaowen Ying, Xin Li, Mooi Choo ChuahEN 10 pages
Training semantic segmentation models requires large, densely-annotated image datasets, which are costly to obtain
Preview of Paper
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Paper (1903.01568.pdf)

3.1 MBEN 6 pages
The Honda Research Institute 3D Dataset (H3D) is a large-scale full-surround 3D multi-object detection and tracking dataset collected using a 3D LiDAR scanner,...
Preview of Fast Kernel Summation
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Fast Kernel Summation (3539-fast-high-dimensional-kernel-summations-using-the-monte-carlo-multipole-method.pdf)

132 KBDongryeol Lee, Alexander G. GrayEN 8 pages
A new fast Gaussian summation algorithm for high-dimensional datasets is proposed, utilizing probabilistic relative error bounds and a new tree structure
Preview of Pre-print
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Pre-print (2011.11950.pdf)

347 KBEN 5 pages
Developers use search engines to find code, and natural language-based code search is an active research area, but lacks large-scale datasets
Preview of Read more
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Read more (28.pdf)

1.81 MBEN 13 pages
Researchers found widespread label errors in test sets of 10 commonly-used datasets, estimating an average of 3
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PREVIEW
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(G079-Dataset-for-histopathological-reporting-of-carcinomas-of-the-ovaries-fallopian-tubes-and-peritoneum-For-Publication.pdf)

2.06 MBEN 50 pages
The document is about standards and datasets for cancer reporting
Preview of Entity Linking Survey
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Entity Linking Survey (swj2865.pdf)

735 KBEN 41 pages
This survey focuses on Entity Linking on Wikidata, a multilingual knowledge graph, and explores four subjects: existing datasets, characteristics of Wikidata,
Preview of MusPy Toolkit
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MusPy Toolkit (muspy_ismir2020_poster.pdf)

1009 KBHao-Wen DongEN 1 page
MusPy is an open-source Python library for symbolic music generation, providing tools for dataset management, data I/O, preprocessing, and model evaluation,...
Preview of Road Network Quality
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Road Network Quality (isprs-archives-XLII-4-W18-683-2019.pdf)

1.36 MBEN 4 pages
* The impact of gap filling on the quality of road networks is analyzed using two VHR satellite datasets and a tensor voting-based gap-filling approach
Preview of LAION-400M
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LAION-400M (2111.02114.pdf)

2.49 MBEN 5 pages
LAION-400M is a dataset with 400 million CLIP-filtered image-text pairs, their CLIP embeddings, and kNN indices, allowing for efficient similarity search,...
Preview of Algorithmic Accountability
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Algorithmic Accountability (Data_Society_Algorithmic_Accountability_Primer_FINAL.pdf)

1010 KBEN 12 pages
Algorithms are sets of instructions for computers to accomplish tasks, used by organizations to make decisions and allocate resources based on large datasets
Preview of Facial Engagement Detection
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Facial Engagement Detection (2021043021.pdf)

688 KBXYZEN 12 pages
Researchers propose a shallow residual convolutional neural network to detect engagement through facial emotional recognition, achieving 91.3% accuracy on ISED...
Preview of http://www.meanotek.io/files/natgen.pdf
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http://www.meanotek.io/files/natgen.pdf (natgen.pdf)

793 KBTarasov D. S.EN 8 pages
The model is trained on a large dataset of consumer reviews in Russian and can generate novel sentences and document summaries.
Preview of Mega-COV: A Billion-Scale Dataset of 100+ Languages for COVID-19
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Mega-COV: A Billion-Scale Dataset of 100+ Languages for COVID-19 (2005.06012.pdf)

7.37 MBEN 19 pages
Mega-COV is a billion-scale dataset of 100+ languages for COVID-19, collected from Twitter, covering 268 countries, with longitudinal data going back to 2007,...
Preview of http://www.cdn.ca/Articles/GEBOCT2012/Mehdi_FImputeV2.1.pdf
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http://www.cdn.ca/Articles/GEBOCT2012/Mehdi_FImputeV2.1.pdf (Mehdi_FImputeV2.1.pdf)

331 KBmsargolEN 10 pages
Researchers evaluated the accuracy and efficiency of FImpute v2.2, Beagle, Impute2, and Pedimpute for imputing genotypes in a large Holstein dataset.
Preview of 2002
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2002 (monckton-global_warming_has_stopped.pdf)

2.16 MBBobEN 4 pages
Christopher Monckton claims "global warming" has stopped, citing four major global surface temperature datasets (NASA GISS, RSS, UAH, and Hadley/University of
Preview of Data Pattern Exploration
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Data Pattern Exploration (short7.pdf)

770 KBLukasz Golab and Divesh SrivastavaEN 5 pages
Data exploration methods extract multi-dimensional patterns from datasets with dimension and measure attributes to summarize common properties of tuples
Preview of Article
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Article (essd-12-2075-2020.pdf)

8.69 MBEN 22 pages
Researchers introduce CAMELS-BR, a dataset of 897 catchments in Brazil, including daily streamflow, meteorological data, and 65 landscape attributes, to...
Preview of Identifying predictors for energy poverty
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Identifying predictors for energy poverty (Identifying_predictors_for_energy_poverty.pdf)

2.65 MBEN 13 pages
Researchers used machine learning to identify predictors for energy poverty in Europe, analyzing a dataset from 11 countries.

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Access our collection of datasets eBooks for free and learn more about datasets. These books contain exercises and tutorials to improve your practical skills, at all levels!

To find more books about datasets, you can use related keywords: Compression Schemes For Mining Large Datasets A Ma, Gis Datasets, handbook of small datasets, Merge Datasets In Stata, Rapid Scan Datasets, FastMap: A Fast Algorithm for Indexing, Data-Mining and Visualization of Traditional and Multimedia Datasets, A Tale of Two Datasets: Business Survival in Administrative versus Survey Data, Datasets

You can download PDF versions of the user's guide, manuals and ebooks about datasets, you can also find and download for free A free online manual (notices) with beginner and intermediate resources.