LAUSR

About LAUSR
Donate
Contact Us

Follow us:

You are not signed in:

Sign Up!


   Articles with "forest algorithm" as a keyword



An improved efficient rotation forest algorithm to predict the interactions among proteins

Sign Up to like & get
recommendations! Published in 2018 at "Soft Computing"

DOI: 10.1007/s00500-017-2582-y

Abstract: Protein–protein interactions (PPIs) are the basis to interpret biological mechanisms of life activity, and play vital roles in the execution of various cellular processes. The development of computer technology provides a new way for the… read more here.

Keywords: forest algorithm; predict interactions; rotation forest; rotation ... See more keywords

Evaluation of afforestations for avalanche protection with orthoimages using the random forest algorithm

Sign Up to like & get
recommendations! Published in 2024 at "European Journal of Forest Research"

DOI: 10.1007/s10342-023-01640-2

Abstract: Afforestations provide cost-effective and environmentally friendly protection against natural hazards, compared to technical measures. In Austria, more than 3000 afforestation sites for hazard protection covering 9000 ha have been established between 1906 and 2017, mainly for… read more here.

Keywords: protection; forest algorithm; effect; random forest ... See more keywords

Estimating grassland aboveground biomass on the Tibetan Plateau using a random forest algorithm

Sign Up to like & get
recommendations! Published in 2019 at "Ecological Indicators"

DOI: 10.1016/j.ecolind.2019.02.023

Abstract: Abstract Effective and accurate monitoring of grassland aboveground biomass (AGB) is necessary for improving our understanding of regional carbon cycle and pastoral agricultural management. In this study, we developed a suitable AGB estimation model for… read more here.

Keywords: random forest; grassland; forest algorithm; agb ... See more keywords

Reliability prediction model of NAND flash memory based on random forest algorithm

Sign Up to like & get
recommendations! Published in 2019 at "Microelectronics Reliability"

DOI: 10.1016/j.microrel.2019.06.063

Abstract: Abstract Nowadays, NAND flash is widely used for its excellent characteristics. However, the increasing storage capability leads to the decrease of reliability of NAND flash. Therefore, improving the reliability of NAND flash chip has become… read more here.

Keywords: reliability; prediction; forest algorithm; nand flash ... See more keywords

A cost-sensitive rotation forest algorithm for gene expression data classification

Sign Up to like & get
recommendations! Published in 2017 at "Neurocomputing"

DOI: 10.1016/j.neucom.2016.09.077

Abstract: Existing works show that the rotation forest algorithm has competitive performance in terms of classification accuracy for gene expression data. However, most existing works only focus on the classification accuracy and neglect the classification costs.… read more here.

Keywords: forest algorithm; classification; rotation forest; rotation ... See more keywords
Photo by karynaviktori from unsplash

Hybrid random forest algorithm to predict internal erosion under increasing hydraulic gradient

Sign Up to like & get
recommendations! Published in 2024 at "International Journal of Geotechnical Engineering"

DOI: 10.1080/19386362.2024.2438873

Abstract: ABSTRACT Soil samples under the action of a constant vertical pressure and water flow perpendicularly to the vertical direction may be threatened by internal erosion. Until now, internal erosion in granular soil under fluid flow… read more here.

Keywords: forest algorithm; predict internal; random forest; internal erosion ... See more keywords

Classifying airborne bathymetry data using the Random Forest algorithm

Sign Up to like & get
recommendations! Published in 2019 at "Remote Sensing Letters"

DOI: 10.1080/2150704x.2019.1629710

Abstract: ABSTRACT The information on the topography of the seabed included in data from airborne lidar bathymetry can be used for the detection of changes occurring at the bottom of the basin and for the detection… read more here.

Keywords: water surface; bathymetry; random forest; forest algorithm ... See more keywords

A Parametric Optimization Oriented, AFSA Based Random Forest Algorithm: Application to the Detection of Cervical Epithelial Cells

Sign Up to like & get
recommendations! Published in 2020 at "IEEE Access"

DOI: 10.1109/access.2020.2984657

Abstract: Cervical cancer is one of the most common cancers among women in the world, over 570,000 patients are affected annually. Pathological examination for patients using Pap Smear becomes the mainstream of cervical cancer diagnoses. Accurate… read more here.

Keywords: random forest; classification; forest algorithm; epithelial cells ... See more keywords

Isolation Forest With Exclusion of Attributes Based on Shapley Index

Sign Up to like & get
recommendations! Published in 2024 at "IEEE Access"

DOI: 10.1109/access.2024.3432174

Abstract: Recognizing anomalies is an extremely important process in data analysis, aimed at identifying patterns in data that deviate from known norms or typical standards. These anomalies are often indicative of significant, and sometimes critical, issues… read more here.

Keywords: forest algorithm; methodology; isolation forest; anomaly detection ... See more keywords

Intelligent Control of the Dry Slag Discharge System in Power Plants Based on the Random Forest Algorithm

Sign Up to like & get
recommendations! Published in 2025 at "IEEE Access"

DOI: 10.1109/access.2025.3627288

Abstract: The random forest algorithm was applied to the dry slag discharge control system in power plants to enable intelligent control of thermal slag transportation, discharge, and damper adjustment devices in boiler systems. Based on the… read more here.

Keywords: forest algorithm; slag; control; random forest ... See more keywords

Using the Random Forest Algorithm for Searching Behavior Patterns in Electronic Health Records

Sign Up to like & get
recommendations! 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