A Random Forest Guided Tour

18 November 2015

Papers citing "A Random Forest Guided Tour"

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Title
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 37 0 0 27 Sep 2023
Feature Aggregation Network for Building Extraction from High-resolution Remote Sensing Images Xuan Zhou Xuefeng Wei 32 2 0 12 Sep 2023
DECODE: Data-driven Energy Consumption Prediction leveraging Historical Data and Environmental Factors in Buildings Aditya Mishra Haroon R. Lone Aayush Mishra AI4TS 17 9 0 06 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 19 3 0 12 Jul 2023
Keystroke Dynamics for User Identification Atharva Sharma M. Jureček Mark Stamp 11 1 0 07 Jul 2023
A hybrid machine learning framework for clad characteristics prediction in metal additive manufacturing S. Tayebati K. Cho AI4CE 23 3 0 04 Jul 2023
Classifying World War II Era Ciphers with Machine Learning Brooke Dalton Mark Stamp 31 0 0 02 Jul 2023
Leveraging Brain Modularity Prior for Interpretable Representation Learning of fMRI Qianqian Wang Wei Wang Yuqi Fang P. Yap Hongtu Zhu Hong-jun Li Lishan Qiao Mingxia Liu 17 7 0 24 Jun 2023
IoT-AD: A Framework To Detect Anomalies Among Interconnected IoT Devices Hasniuj Zahan Md Washik Al Azad Ihsan Ali Spyridon Mastorakis 13 5 0 11 Jun 2023
Algorithm Instance Footprint: Separating Easily Solvable and Challenging Problem Instances Ana Nikolikj Savso Dvzeroski Mario Andrés Muñoz Carola Doerr Peter Korovsec T. Eftimov 28 5 0 01 Jun 2023
Sensitivity Analysis of RF+clust for Leave-one-problem-out Performance Prediction Ana Nikolikj Michal Pluhacek Carola Doerr Peter Korošec T. Eftimov 22 2 0 30 May 2023
The State of the Art in Creating Visualization Corpora for Automated Chart Analysis Chong Chen Zhicheng Liu 16 12 0 23 May 2023
FITNESS: A Causal De-correlation Approach for Mitigating Bias in Machine Learning Software Ying Xiao Shangwen Wang Sicen Liu Dingyuan Xue Xian Zhan Yepang Liu CML 21 0 0 23 May 2023
Optimal Weighted Random Forests Xinyu Chen Dalei Yu Xinyu Zhang 15 5 0 17 May 2023
Living in a Material World: Learning Material Properties from Full-Waveform Flash Lidar Data for Semantic Segmentation A. Janda Pierre Merriaux Pierre Olivier J. Kelly 3DV 13 0 0 07 May 2023
Enhancing Supply Chain Resilience: A Machine Learning Approach for Predicting Product Availability Dates Under Disruption M. C. Camur S. Ravi Shadi Saleh AI4CE 17 24 0 28 Apr 2023
A review of ensemble learning and data augmentation models for class imbalanced problems: combination, implementation and evaluation A. Khan Omkar Chaudhari Rohitash Chandra 36 166 0 06 Apr 2023
X-TIME: An in-memory engine for accelerating machine learning on tabular data with CAMs Giacomo Pedretti John Moon P. Bruel Sergey Serebryakov Ron M. Roth ... M. Foltin P. Faraboschi Jim Ignowski Catherine E. Graves Catherine E. Graves LMTD 24 1 0 03 Apr 2023
A Framework and Call to Action for the Future Development of EMG-Based Input in HCI Ethan Eddy Erik J. Scheme Scott Bateman 17 20 0 02 Apr 2023
Waste Detection and Change Analysis based on Multispectral Satellite Imagery Dávid Magyar Máté Cserép Zoltán Vincellér Attila D. Molnár 12 1 0 25 Mar 2023
RF+clust for Leave-One-Problem-Out Performance Prediction Ana Nikolikj Carola Doerr T. Eftimov 16 6 0 23 Jan 2023
AI2: The next leap toward native language based and explainable machine learning framework J. Dessureault Daniel Massicotte 16 1 0 09 Jan 2023
Random forests, sound symbolism and Pokemon evolution Alexander Kilpatrick A. Ćwiek S. Kawahara 14 7 0 05 Jan 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 19 10 0 04 Jan 2023
Emergent Behaviors in Multi-Agent Target Acquisition P. Sharma Erin G. Zaroukian Derrik E. Asher Bryson Howell 21 1 0 15 Dec 2022
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 24 3 0 14 Dec 2022
On regression-adjusted imputation estimators of the average treatment effect Zhexiao Lin Fang Han 10 6 0 11 Dec 2022
Beyond Ensemble Averages: Leveraging Climate Model Ensembles for Subseasonal Forecasting Elena Orlova Haokun Liu Raphael Rossellini B. Cash Rebecca Willett 26 3 0 29 Nov 2022
A Mathematical Programming Approach to Optimal Classification Forests V. Blanco Alberto Japón J. Puerto Peter Zhang 19 0 0 18 Nov 2022
An Interpretable Hybrid Predictive Model of COVID-19 Cases using Autoregressive Model and LSTM Yangyi Zhang Sui Tang Guo-Ding Yu 24 11 0 14 Nov 2022
A Radiogenomics Pipeline for Lung Nodules Segmentation and Prediction of EGFR Mutation Status from CT Scans Ivo Gollini Navarrete Mohammad Yaqub 26 3 0 12 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 40 27 0 03 Nov 2022
Reliable Malware Analysis and Detection using Topology Data Analysis L. Tidjon Foutse Khomh 32 3 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 21 3 0 13 Sep 2022
SmOOD: Smoothness-based Out-of-Distribution Detection Approach for Surrogate Neural Networks in Aircraft Design Houssem Ben Braiek Ali Tfaily Foutse Khomh Thomas Reid Ciro Guida 22 0 0 07 Sep 2022
A correlation inequality for random points in a hypercube with some implications Royi Jacobovic O. Zuk 6 0 0 01 Sep 2022
Improving debris flow evacuation alerts in Taiwan using machine learning Yi-Lin Tsai Jeremy Irvin Suhas Chundi Andrew Y. Ng Woods Institute for the Environment Department of Computer Science AI4CE 28 1 0 27 Aug 2022
A Computational Exploration of Emerging Methods of Variable Importance Estimation Louis Mozart Kamdem Ernest Fokoue FAtt 16 0 0 05 Aug 2022
Resilient Risk based Adaptive Authentication and Authorization (RAD-AA) Framework Jaimandeep Singh Chintan Patel N. Chaudhary AAML 12 7 0 04 Aug 2022
Comparison of Deep Learning and Machine Learning Models and Frameworks for Skin Lesion Classification Soham Bhosale 14 5 0 26 Jul 2022
URANUS: Radio Frequency Tracking, Classification and Identification of Unmanned Aircraft Vehicles Domenico Lofú Pietro Di Gennaro Pietro Tedeschi Tommaso Di Noia E. Sciascio 24 10 0 13 Jul 2022
FACT: High-Dimensional Random Forests Inference Chien-Ming Chi Yingying Fan Jinchi Lv 32 2 0 04 Jul 2022
An AIoT-enabled Autonomous Dementia Monitoring System Xingyu Wu Jinyang Li 15 1 0 02 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 25 5 0 17 Jun 2022
DPDR: A novel machine learning method for the Decision Process for Dimensionality Reduction J. Dessureault Daniel Massicotte 17 4 0 17 Jun 2022
Deep Learning Prediction of Severe Health Risks for Pediatric COVID-19 Patients with a Large Feature Set in 2021 BARDA Data Challenge S. Mahmud Elham Soltanikazemi Frimpong Boadu Ashwin Dhakal Jian-Bo Cheng 11 4 0 03 Jun 2022
Don't Explain Noise: Robust Counterfactuals for Randomized Ensembles Alexandre Forel Axel Parmentier Thibaut Vidal 35 1 0 27 May 2022
Adversarial random forests for density estimation and generative modeling David S. Watson Kristin Blesch Jan Kapar Marvin N. Wright GAN 65 20 0 19 May 2022
Action Conditioned Tactile Prediction: case study on slip prediction Willow Mandil Kiyanoush Nazari E. AmirGhalamzan 27 16 0 19 May 2022
Consistent Interpolating Ensembles via the Manifold-Hilbert Kernel Yutong Wang Clayton D. Scott 11 3 0 19 May 2022