ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels
Sign Up to like & getrecommendations! Published in 2020 at "Data Mining and Knowledge Discovery"
DOI: 10.1007/s10618-020-00701-z
Abstract: Most methods for time series classification that attain state-of-the-art accuracy have high computational complexity, requiring significant training time even for smaller datasets, and are intractable for larger datasets. Additionally, many existing methods focus on a… read more here.
Keywords: series classification; time; time series; using random ... See more keywords
Multi-sensor fusion using random forests for daily fractional snow cover at 30 m
Sign Up to like & getrecommendations! Published in 2021 at "Remote Sensing of Environment"
DOI: 10.1016/j.rse.2021.112608
Abstract: Abstract In addition to providing water for nearly 2 billion people, snow drives resource selection by wildlife and influences the behavior and demography of many species. Because snow cover is highly spatially and temporally variable,… read more here.
Keywords: multi sensor; sensor fusion; snow cover; fusion using ... See more keywords
Genetic evaluation of weekly body weight in Japanese quail using random regression models
Sign Up to like & getrecommendations! Published in 2017 at "British Poultry Science"
DOI: 10.1080/00071668.2016.1236362
Abstract: ABSTRACT 1. A total of 11 826 records from 2489 quails, hatched between 2012 and 2013, were used to estimate genetic parameters for BW (body weight) of Japanese quail using random regression models. Weekly BW… read more here.
Keywords: japanese quail; using random; random regression; quail using ... See more keywords
Image encryption using the random FrDCT and the chaos-based game of life
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Modern Optics"
DOI: 10.1080/09500340.2019.1571249
Abstract: ABSTRACT A novel image encryption algorithm using the random fractional DCT (RFrDCT) and the chaos-based Game of Life (GoL) is presented here. Firstly the plaintext image is transformed by the reality-preserving RFrDCT into the RFrDCT… read more here.
Keywords: image encryption; image; using random; encryption ... See more keywords
Using the Random Forest Algorithm for Searching Behavior Patterns in Electronic Health Records
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Latin America Transactions"
DOI: 10.1109/tla.2019.8891957
Abstract: The search for information associated with qualitative data is usually done using data mining algorithms, the presented research analyzes data of patients with essential hypertension (HTA), patients who have developed hypertension but there is no… read more here.
Keywords: health; random forest; algorithm searching; forest algorithm ... See more keywords
Mapping dengue risk in Singapore using Random Forest
Sign Up to like & getrecommendations! Published in 2018 at "PLoS Neglected Tropical Diseases"
DOI: 10.1371/journal.pntd.0006587
Abstract: Background Singapore experiences endemic dengue, with 2013 being the largest outbreak year known to date, culminating in 22,170 cases. Given the limited resources available, and that vector control is the key approach for prevention in… read more here.
Keywords: dengue risk; risk; using random; dengue ... See more keywords
Prediction the survival of patients with breast cancer using random survival forests for competing risks
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Preventive Medicine and Hygiene"
DOI: 10.15167/2421-4248/jpmh2022.63.2.2405
Abstract: Summary Objectives Breast cancer (BC) is the most common cause of cancer death in Iranian women. Sometimes death from other causes precludes the event of interest and makes the analysis complicated. The purpose of this… read more here.
Keywords: using random; breast cancer; model; random survival ... See more keywords
Classification and biomarker gene selection of pyroptosis-related gene expression in psoriasis using a random forest algorithm
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2022.850108
Abstract: Background: Psoriasis is a chronic and immune-mediated skin disorder that currently has no cure. Pyroptosis has been proved to be involved in the pathogenesis and progression of psoriasis. However, the role pyroptosis plays in psoriasis… read more here.
Keywords: pyroptosis; using random; random forest; gene expression ... See more keywords
Identification and Functional Annotation of Genes Related to Bone Stability in Laying Hens Using Random Forests
Sign Up to like & getrecommendations! Published in 2021 at "Genes"
DOI: 10.3390/genes12050702
Abstract: Skeletal disorders, including fractures and osteoporosis, in laying hens cause major welfare and economic problems. Although genetics have been shown to play a key role in bone integrity, little is yet known about the underlying… read more here.
Keywords: bone stability; laying hens; using random; bone ... See more keywords
Effective Macrosomia Prediction Using Random Forest Algorithm
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Environmental Research and Public Health"
DOI: 10.3390/ijerph19063245
Abstract: (1) Background: Macrosomia is prevalent in China and worldwide. The current method of predicting macrosomia is ultrasonography. We aimed to develop new predictive models for recognizing macrosomia using a random forest model to improve the… read more here.
Keywords: using random; macrosomia; random forest; forest model ... See more keywords
Estimating Genetic Conformism of Korean Mulberry Cultivars Using Random Amplified Polymorphic DNA and Inter-Simple Sequence Repeat Profiling
Sign Up to like & getrecommendations! Published in 2018 at "Plants"
DOI: 10.3390/plants7010021
Abstract: Apart from being fed to silkworms in sericulture, the ecologically important Mulberry plant has been used for traditional medicine in Asian countries as well as in manufacturing wine, food, and beverages. Germplasm analysis among Mulberry… read more here.
Keywords: amplified polymorphic; mulberry; random amplified; using random ... See more keywords