Keyword Connections

random forest

Journals

26

1 ACS applied materials & interfaces

2 Scientific reports

3 Materials (Basel, Switzerland)

4 Environmental pollution (Barking, Essex : 1987)

5 PloS one

6 Environment international

7 spectrochimica acta part a, molecular and biomolecular spectroscopy

8 Journal of dairy science

9 Sensors (Basel, Switzerland)

10 conference proceedings : annual international conference of the ieee engineering in medicine and biology society ieee engineering in medicine and biology society annual conference

11 BMC Bioinformatics

12 The Science of the total environment

13 Journal of hazardous materials

14 medicinal research reviews

15 analytical biochemistry

16 Environmental monitoring and assessment

17 Global change biology

18 ieee transactions on medical imaging

19 nursing research

20 Molecular phylogenetics and evolution

21 artificial intelligence in medicine

22 Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies

23 Sexually Transmitted Diseases

24 plant methods

25 zoonoses and public health

26 Applied optics

Research Groups

0

No Research Group Connected

Bibliographies

109

1 Decision Tree Methods for Predicting Surface Roughness in Fused Deposition Modeling Parts.

2 Gap-filling approaches for eddy covariance methane fluxes: A comparison of three machine learning algorithms and a traditional method with principal component analysis.

3 Using game theory and decision decomposition to effectively discern and characterise bi-locus diseases.

4 Determination of the food dye indigotine in cream by near-infrared spectroscopy technology combined with random forest model.

5 Ranking near-native candidate protein structures via random forest classification.

6 Effect of different regression algorithms on the estimating leaf parameters based on selected characteristic wavelengths by using the PROSPECT model.

7 Land use affects lowland stream ecosystems through dissolved oxygen regimes.

8 Land use/land cover change and land surface temperature of Ibadan and environs, Nigeria.

9 A Machine Learning Based Intrusion Detection System for Mobile Internet of Things.

10 Secure Processing of Stream Cipher Encrypted Data Issued from IOT: Application to a Connected Knee Prosthesis.

11 A New Fracture Liaison Service Using the Mobile Application and IoT Sensor.

12 Real-time integration of emotion analysis into homecare platforms.

13 Secure Stream Processing for Medical Data.

14 Gait Analysis Using Stereo Camera in Daily Environment.

15 An Instrumented Measurement Scheme for the Assessment of Upper Limb Function in Individuals with Friedreich Ataxia.

16 Morphological Area Gradient: System-independent Dense Tissue Segmentation in Mammography Images.

17 Smart Phone based Snoring Sound analysis to Identify Upper Airway Obstructions.

18 A prototype system of portable laser speckle imager based on embedded graphics processing unit platform.

19 Real-Time Cognitive Workload Monitoring Based on Machine Learning Using Physiological Signals in Rescue Missions.

20 Automatic Collateral Scoring from 3D CTA Images.

21 Self-healing dielectric elastomers for damage tolerant actuation and energy harvesting.

22 Inspector: A lysine succinylation predictor based on edited nearest-neighbor undersampling and adaptive synthetic oversampling.

23 Using machine learning to estimate herbage production and nutrient uptake on Irish dairy farms.

24 Pattern recognition algorithm and software design of an optical fiber vibration signal based on Φ-optical time-domain reflectometry.

25 A demonstration of unsupervised machine learning in species delimitation.

26 Detection of oil pollution impacts on vegetation using multifrequency SAR, multispectral images with fuzzy forest and random forest methods.

27 Antigenic: An improved prediction model of protective antigens.

28 Machine intelligence in peptide therapeutics: A next-generation tool for rapid disease screening.

29 Landslide Susceptibility Mapping: Machine and Ensemble Learning Based on Remote Sensing Big Data

30 A Novel Performance Assessment Approach Using Photogrammetric Techniques for Landslide Susceptibility Mapping with Logistic Regression, ANN and Random Forest

31 Predicting Heating Load in Energy-Efficient Buildings Through Machine Learning Techniques

32 Using Satellite Thermal-Based Evapotranspiration Time Series for Defining Management Zones and Spatial Association to Local Attributes in a Vineyard

33 Landslide Susceptibility Mapping: Machine and Ensemble Learning Based on Remote Sensing Big Data

34 Predicting Heating Load in Energy-Efficient Buildings Through Machine Learning Techniques

35 Using Machine Learning to Predict ICU Transfer in Hospitalized COVID-19 Patients

36 SATELLITE-DERIVED BATHYMETRY USING RANDOM FOREST ALGORITHM AND WORLDVIEW-2 IMAGERY

37 Performance Analysis of IoT-Based Sensor, Big Data Processing, and Machine Learning Model for Real-Time Monitoring System in Automotive Manufacturing

38 Particulate matter concentration from open-cut coal mines: A hybrid machine learning estimation

39 non-pessimistic predictions of the distributions and suitability of <i>metasequoia glyptostroboides</i> under climate change using a random forest model

40 pemanfatan data mining untuk prakiraan cuaca

41 land cover characterization in west sudanian savannas using seasonal features from annual landsat time series

42 improving unmanned aerial vehicle remote sensing-based rice nitrogen nutrition index prediction with machine learning

43 mapping tree canopy cover and aboveground biomass in sudano-sahelian woodlands using landsat 8 and random forest

44 in-season mapping of crop type with optical and x-band sar data: a classification tree approach using synoptic seasonal features

45 consistent classification of landsat time series with an improved automatic adaptive signature generalization algorithm

46 an operational framework for land cover classification in the context of redd+ mechanisms. a case study from costa rica

47 aippred: sequence-based prediction of anti-inflammatory peptides using random forest

48 computational prediction and analysis of associations between small molecules and binding-associated s-nitrosylation sites

49 prediksi intensitas hujan kota surabaya dengan matlab menggunakan teknik random forest dan cart (studi kasus kota surabaya)

50 comparison of manual mapping and automated object-based image analysis of non-submerged aquatic vegetation from very-high-resolution uas images

51 compact polarimetric response of rape (brassica napus l.) at c-band: analysis and growth parameters inversion

52 Assessing the Fractional Abundance of Highly Mixed Salt-Marsh Vegetation Using Random Forest Soft Classification

53 Locating groundwater artificial recharge sites using random forest: a case study of Shabestar region, Iran

54 Crop yield estimation using decision trees and random forest machine learning algorithms on data from Terra (EOS AM-1) & Aqua (EOS PM-1) satellite data

55 A New Semisupervised-Entropy Framework of Hyperspectral Image Classification Based on Random Forest

56 Extrapolation and visualization of NPA using feature based random forest algorithm in Indian banks

57 Mapping Soil Properties of Africa at 250 m Resolution: Random Forests Significantly Improve Current Predictions.

58 Multi-Feature Based Ocean Oil Spill Detection for Polarimetric SAR Data Using Random Forest and the Self-Similarity Parameter

59 Estimation of the spatial distribution of heavy metal in agricultural soils using airborne hyperspectral imaging and random forest.

60 Development of a classifier to identify patients with probable Lennox–Gastaut syndrome in health insurance claims databases via random forest methodology

61 Application of random forest time series, support vector regression and multivariate adaptive regression splines models in prediction of snowfall (a case study of Alvand in the middle Zagros, Iran)

62 Stock selection with random forest: An exploitation of excess return in the Chinese stock market.

63 Automatic detection of alzheimer disease based on histogram and random forest

64 A NEW FRAMEWORK FOR OBJECT-BASED IMAGE ANALYSIS BASED ON SEGMENTATION SCALE SPACE AND RANDOM FOREST CLASSIFIER

65 Non-invasive classification of non-small cell lung cancer: a comparison between random forest models utilising radiomic and semantic features.

66 Classification of Arteriovenous Fistula Stenosis Using Shunt Murmur Analysis and Random Forest

67 On classification trees and random forests in corpus linguistics: Some words of caution and suggestions for improvement

68 Computational phosphorylation site prediction in plants using random forests and organism-specific instance weights.

69 miRWoods: Enhanced precursor detection and stacked random forests for the sensitive detection of microRNAs.

70 Prediction of progression in idiopathic pulmonary fibrosis using CT scans at baseline: A quantum particle swarm optimization - Random forest approach.

71 Random forest: A hybrid implementation for sarcasm detection in public opinion mining

72 Multi-Label Classification Based on Random Forest Algorithm for Non-Intrusive Load Monitoring System

73 Predictive Feature Generation and Selection Using Process Data From PISA Interactive Problem-Solving Items: An Application of Random Forests.

74 Bearing Fault Diagnosis Method Based on Deep Convolutional Neural Network and Random Forest Ensemble Learning

75 A geographically weighted random forest approach for evaluate forest change drivers in the Northern Ecuadorian Amazon.

76 Estimating historical SO level across the whole China during 1973-2014 using random forest model.

77 GDP spatialization in Ningbo City based on NPP/VIIRS night-time light and auxiliary data using random forest regression

78 Network intrusion detection system using random forest and decision tree machine learning techniques

79 Non-Pessimistic Predictions of the Distributions and Suitability of <i>Metasequoia glyptostroboides</i> under Climate Change Using a Random Forest Model

80 Study of Hellinger Distance as a splitting metric for Random Forests in balanced and imbalanced classification datasets

81 Medical Imbalanced Data Classification Based on Random Forests

82 A Novel GIS-Based Random Forest Machine Algorithm for the Spatial Prediction of Shallow Landslide Susceptibility

83 Shallow Landslide Susceptibility Mapping by Random Forest Base Classifier and Its Ensembles in a Semi-Arid Region of Iran

84 Random forests and evidential belief function-based landslide susceptibility assessment in Western Mazandaran Province, Iran

85 Comparison of Random Forest, k-Nearest Neighbor, and Support Vector Machine Classifiers for Land Cover Classification Using Sentinel-2 Imagery

86 Random Forests

87 A short-term hybrid forecasting model for time series electrical-load data using random forest and bidirectional long short-term memory

88 AI-HydRa: Advanced hybrid approach using random forest and deep learning for malware classification

89 object-oriented landslide mapping using zy-3 satellite imagery, random forest and mathematical morphology, for the three-gorges reservoir, china

90 Explainable Matrix - Visualization for Global and Local Interpretability of Random Forest Classification Ensembles.

91 statistical uncertainty estimation using random forests and its application to drought forecast

92 predictive toxicology: modeling chemical induced toxicological response combining circular fingerprints with random forest and support vector machine

93 what makes underwriting and non-underwriting clients of brokerage firms receive different recommendations? an application of uplift random forest model

94 examining the spectral separability of prosopis glandulosa from co-existent species using field spectral measurement and guided regularized random forest

95 landslide susceptibility estimation by random forests technique: sensitivity and scaling issues

96 deteksi gempa berdasarkan data twitter menggunakan decision tree, random forest, dan svm

97 identification of a potential fibromyalgia diagnosis using random forest modeling applied to electronic medical records

98 random forest method for dimension reduction and point cloud classification based on airborne lidar

99 the sloping mire soil-landscape of southern ecuador: influence of predictor resolution and model tuning on random forest predictions

100 modeling anthropogenic fire occurrence in the boreal forest of china using logistic regression and random forests

101 Booking Prediction Models for Peer-to-peer Accommodation Listings using Logistics Regression, Decision Tree, K-Nearest Neighbor, and Random Forest Classifiers