A Random Forest Guided Tour

18 November 2015

Papers citing "A Random Forest Guided Tour"

31 / 31 papers shown

Title
Nonparametric IPSS: Fast, flexible feature selection with false discovery control Omar Melikechi David B. Dunson Jeffrey W. Miller 31 0 0 03 Oct 2024
Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensembles Youssouf Emine Alexandre Forel Idriss Malek Thibaut Vidal 19 0 0 28 Aug 2024
Hidden Variables unseen by Random Forests Ricardo Blum M. Hiabu E. Mammen J. T. Meyer 22 0 0 19 Jun 2024
A Survey of Meta-features Used for Automated Selection of Algorithms for Black-box Single-objective Continuous Optimization Gjorgjina Cenikj Ana Nikolikj Gašper Petelin N. V. Stein Carola Doerr T. Eftimov 30 1 0 08 Jun 2024
HARGPT: Are LLMs Zero-Shot Human Activity Recognizers? Sijie Ji Xinzhe Zheng Chenshu Wu 29 28 0 05 Mar 2024
An Evaluation of Large Language Models in Bioinformatics Research Hengchuang Yin Zhonghui Gu Fanhao Wang Yiparemu Abuduhaibaier Yanqiao Zhu Xinming Tu Xian-Sheng Hua Xiao Luo Yizhou Sun LM&MA 19 8 0 21 Feb 2024
Machine Learning For An Explainable Cost Prediction of Medical Insurance U. Orji Elochukwu A. Ukwandu 11 31 0 23 Nov 2023
Towards Machine Learning-based Quantitative Hyperspectral Image Guidance for Brain Tumor Resection David G. Black Declan Byrne A. Walke Sidong Liu A. Di Ieva S. Kaneko Walter Stummer Septimiu Salcudean E. Molina 11 6 0 17 Nov 2023
Landslide Topology Uncovers Failure Movements Kamal Rana Kushanav Bhuyan Joaquin Vicente Ferrer Fabrice Cotton U. Öztürk Filippo Catani Nishant Malik AI4CE 14 11 0 14 Oct 2023
Machine Learning Based Analytics for the Significance of Gait Analysis in Monitoring and Managing Lower Extremity Injuries Mostafa Rezapour Rachel B. Seymour Stephen H. Sims M. Karunakar Nahir A. Habet M. Gürcan 10 0 0 27 Sep 2023
Assessment of the suitability of degradation models for the planning of CCTV inspections of sewer pipes Fidae El Morer Stefan H. A. Wittek Andreas Rausch 11 2 0 12 Jul 2023
Classifying World War II Era Ciphers with Machine Learning Brooke Dalton Mark Stamp 17 0 0 02 Jul 2023
$Machine Learning technique for isotopic determination of radioisotopes using HPGe $\mathrmγ$-ray spectra$ Machine Learning technique for isotopic determination of radioisotopes using HPGe $\mathrmγ$ -ray spectra A. Khatiwada M. Klasky M. Lombardi J. Matheny A. Mohan 11 10 0 04 Jan 2023
AI-enabled exploration of Instagram profiles predicts soft skills and personality traits to empower hiring decisions M. Harirchian F. Amin Saeed Rouhani Aref Aligholipour Vahid Amiri Lord 16 3 0 14 Dec 2022
An Interpretable Hybrid Predictive Model of COVID-19 Cases using Autoregressive Model and LSTM Yangyi Zhang Sui Tang Guo-Ding Yu 6 11 0 14 Nov 2022
A $k$ -additive Choquet integral-based approach to approximate the SHAP values for local interpretability in machine learning G. D. Pelegrina L. Duarte M. Grabisch FAtt TDI 16 26 0 03 Nov 2022
Investigating Bias with a Synthetic Data Generator: Empirical Evidence and Philosophical Interpretation Alessandro Castelnovo Riccardo Crupi Nicole Inverardi D. Regoli A. Cosentini SyDa 6 3 0 13 Sep 2022
A Computational Exploration of Emerging Methods of Variable Importance Estimation Louis Mozart Kamdem Ernest Fokoue FAtt 16 0 0 05 Aug 2022
FACT: High-Dimensional Random Forests Inference Chien-Ming Chi Yingying Fan Jinchi Lv 14 2 0 04 Jul 2022
Explainable Global Error Weighted on Feature Importance: The xGEWFI metric to evaluate the error of data imputation and data augmentation J. Dessureault Daniel Massicotte 12 5 0 17 Jun 2022
Action Conditioned Tactile Prediction: case study on slip prediction Willow Mandil Kiyanoush Nazari E. AmirGhalamzan 15 15 0 19 May 2022
Confidence intervals for the random forest generalization error Paulo Cilas Cilas Marques Filho UQCV AI4CE 18 9 0 11 Dec 2021
Cross-Cluster Weighted Forests M. Ramchandran Rajarshi Mukherjee Giovanni Parmigiani 13 2 0 17 May 2021
A Generalized Stacking for Implementing Ensembles of Gradient Boosting Machines A. Konstantinov Lev V. Utkin 19 5 0 12 Oct 2020
Stochastic Optimization Forests Nathan Kallus Xiaojie Mao 10 48 0 17 Aug 2020
Sparsity in Optimal Randomized Classification Trees R. Blanquero E. Carrizosa Cristina Molero-Río Dolores Romero Morales 12 45 0 21 Feb 2020
Analyzing CART Jason M. Klusowski 15 6 0 24 Jun 2019
Performance evaluation and hyperparameter tuning of statistical and machine-learning models using spatial data P. Schratz Jannes Muenchow E. Iturritxa Jakob Richter A. Brenning 10 318 0 29 Mar 2018
Improve the performance of transfer learning without fine-tuning using dissimilarity-based multi-view learning for breast cancer histology images Hongliu Cao Simon Bernard L. Heutte R. Sabourin 8 59 0 29 Mar 2018
Cellular Tree Classifiers Gérard Biau Luc Devroye 98 9 0 20 Jan 2013
Gene selection with guided regularized random forest Houtao Deng G. Runger 86 285 0 28 Sep 2012