Found 68 datasets matching "machine-learning algorithm".
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This dataset consists of imagery, imagery footprints, associated ice seal detections and homography files associated with the KAMERA Test Flights conducted in 2019. This dataset was subset to...
Search relevance: 154.90 | Views last month: 0 -
We use a supervised machine learning strategy to systematically investigate the relative importance of study type, machine learning algorithm, and type of descriptor on predicting in vivo...
Search relevance: 78.53 | Views last month: 0 -
The overarching goal of the project is to create a highly efficient framework of machine learning (ML) methods that provide consistent and accurate real-time knowledge of system states from...
Search relevance: 72.84 | Views last month: 2 -
The 'Machine Learning Approaches to Predicting Induced Seismicity and Imaging Geothermal Reservoir Properties' project looks to apply machine learning (ML) methods to Microearthquake (MEQ) data...
Search relevance: 71.89 | Views last month: 2 -
This dataset provides annual maps of aboveground biomass (AGB, Mg/ha) for forests in Washington, Oregon, Idaho, and western Montana, USA, for the years 2000-2016, at a spatial resolution of 30...
Search relevance: 71.57 | Views last month: 0 -
There are 3 child zip files included in this data release. 01_Codebase.zip contains a codebase for using deep learning to filter images based on the probability of any bird occurrence. It...
Search relevance: 71.44 | Views last month: 1 -
Background We apply a new machine learning method, the so-called Support Vector Machine method, to predict the protein structural class. Support Vector Machine method is performed based...
Search relevance: 70.77 | Views last month: 0 -
In this paper we develop a local distributed privacy preserving algorithm for feature selection in a large peer-to-peer environment. Feature selection is often used in machine learning for data...
Search relevance: 69.77 | Views last month: 1 -
This submission contains an open-source library of transient events in distributed system with high solar PV. The library includes the collected data, related documents and scripts for loading the...
Search relevance: 67.37 | Views last month: 2 -
This shapefile denotes the location of underwater photos and videos taken in Fish Bay and Coral Bay, St. John and the St. Thomas East End Reserve (STEER) in the U.S. Virgin Islands (USVI). These...
Search relevance: 65.57 | Views last month: 1 -
This product is a result of the use of a decision tree-based advanced machine learning algorithm (XGB) combined with an ensemble approach to predict the surface total alkalinity (TA) of the North...
Search relevance: 64.64 | Views last month: 0 -
This is a software suite for computing optimal diffeomorphisms for elastic registration of curves. Algorithm adapt-DP is based on DP (dynamic programming) restricted to an adapting strip which is...
Search relevance: 63.76 | Views last month: 0 -
This paper provides a review of three different advanced machine learning algorithms for anomaly detection in continuous data streams from a ground-test firing of a subscale Solid Rocket Motor...
Search relevance: 63.46 | Views last month: 2 -
The coral reef benthic community data described here result from the automated annotation (classification) of benthic images collected during photoquadrat surveys conducted by the NOAA Pacific...
Search relevance: 62.56 | Views last month: 0 -
This data set includes the numerical modeling input files and output files used to synthesize data, and the reduced-order machine learning models trained from the synthesized data for reservoir...
Search relevance: 60.07 | Views last month: 1 -
One-class nu-Support Vector machine (SVMs) learning technique maps the input data into a much higher dimensional space and then uses a small portion of the training data (support vectors) to...
Search relevance: 60.03 | Views last month: 0 -
This data set provides a comprehensive map for the Antarctic Ice Sheet of the short-term zone of migration of the grounding line (i.e., the transition boundary between grounded ice and ice...
Search relevance: 59.69 | Views last month: 0 -
This dataset provides six global gridded products at 1-km resolution of predicted annual soil respiration (Rs) and associated uncertainty, maps of the lower and upper quartiles of the prediction...
Search relevance: 59.19 | Views last month: 0 -
Dataset Description: Gridded monthly data products of surface ocean acidification indicators from 1998 to 2024 and on a 0.25° by 0.25° spatial grid have been developed for eleven U.S. Large Marine...
Search relevance: 59.14 | Views last month: 0 -
Data Release for the Validation of the USGS Landsat Burned Area Product across the conterminous U.S.
Complete and accurate burned area map data are needed to document spatial and temporal patterns of fires, to quantify their drivers, and to assess the impacts on human and natural systems. In this...
Search relevance: 58.79 | Views last month: 0
