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2024
Ensemble effort estimation with metaheuristic hyperparameters and weight optimization for achieving accuracy
PLOS ONE
2024
Impacts of socioeconomic and environmental factors on neoplasms incidence rates using machine learning and GIS: a cross-sectional study in Iran
Scientific Reports
2024
Identification of angiogenesis-related genes and molecular subtypes for psoriasis based on random forest algorithm
Clinical and Experimental Immunology
2024
Lost in the Forest: Encoding categorical variables and the absent levels problem
Data Mining and Knowledge Discovery
2024
GP-BART: A novel Bayesian additive regression trees approach using Gaussian processes
Computational Statistics & Data Analysis
2024
Combining Statistical and Machine Learning Methods to Identify Predictors of Brazilian Students’ Proficiency in PISA 2018
Journal of Psychoeducational Assessment
2024
Predicting trail condition using random forest models in urban-proximate nature reserves
Environmental Challenges
2023
Bayesian additive regression trees for genotype by environment interaction models
The Annals of Applied Statistics
2023
An approach of using machine learning classification for screening of enhanced oil recovery techniques
Petroleum Science and Technology
2023
A tree‐based modeling approach for matched case‐control studies
Statistics in Medicine
2023
Analyzing the injury severity in single-bicycle crashes: An application of the ordered forest with some practical guidance
Accident Analysis & Prevention
2022
Interaction forests: Identifying and exploiting interpretable quantitative and qualitative interaction effects
Computational Statistics & Data Analysis
2022
Combination of Whole-Body Baseline CT Radiomics and Clinical Parameters to Predict Response and Survival in a Stage-IV Melanoma Cohort Undergoing Immunotherapy
Cancers
2022
Regularized target encoding outperforms traditional methods in supervised machine learning with high cardinality features
Computational Statistics
2022
Continental-scale hyperspectral tree species classification in the United States National Ecological Observatory Network
Remote Sensing of Environment
2022
Algorithms for Intelligent Systems
2022
Revealing the interlevel dependence structure of categorical inputs in numerical environmental simulations with kernel model selection
Environmental Modelling & Software
2022
Prediction of acute kidney injury risk after cardiac surgery: using a hybrid machine learning algorithm
BMC Medical Informatics and Decision Making
2021
Uncovering social-contextual and individual mental health factors associated with violence via computational inference
Patterns
2021
Is it possible developing reliable prediction models considering only the pipe’s age for decision-making in sewer asset management?
Journal of Modelling in Management
2021
Tree-structured scale effects in binary and ordinal regression
Statistics and Computing
2021
Quality 4.0: a review of big data challenges in manufacturing
Journal of Intelligent Manufacturing
2021
ImbTreeEntropy and ImbTreeAUC: Novel R Packages for Decision Tree Learning on the Imbalanced Datasets
Electronics
2021
Quality 4.0 — Green, Black and Master Black Belt Curricula
Procedia Manufacturing
2021
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining
2020
Fully automated plaque characterization in intravascular OCT images using hybrid convolutional and lumen morphology features
Scientific Reports
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