Random forest

Automation in Agriculture by Machine and Deep Learning Techniques: A Review of Recent Developments

Muhammad Hammad Saleem, Johan Potgieter, Khalid Mahmood Arif

Citations: 404 • 2021

Affordance detection of tool parts from geometric features

Austin Myers, Ching L. Teo, Cornelia Fermüller, Yiannis Aloimonos

Citations: 278 • 2015

Identification and classification of materials using machine vision and machine learning in the context of industry 4.0

Durga Prasad Penumuru, Sreekumar Muthuswamy, K. Premkumar

Citations: 218 • 2019

Two-layer fuzzy multiple random forest for speech emotion recognition in human-robot interaction

Luefeng Chen, Wanjuan Su, Feng Yu, Min Wu, Jinhua She, Kaoru Hirota

Citations: 193 • 2019

Utilizing Machine Learning and Automated Performance Metrics to Evaluate Robot-Assisted Radical Prostatectomy Performance and Predict Outcomes

Andrew J. Hung, Jian Chen, Zhengping Che, Tanachat Nilanon, Anthony Jarc, Micha Titus, Paul Oh, Inderbir S. Gill, Yan Liu

Citations: 181 • 2018

Autonomous active recognition and unfolding of clothes using random decision forests and probabilistic planning

Andreas Doumanoglou, Andreas Kargakos, Tae‐Kyun Kim, Sotiris Malassiotis

Citations: 132 • 2014

Plant classification system for crop /weed discrimination without segmentation

Sebastian Haug, Andreas Michaels, Peter Biber, Jörn Östermann

Citations: 129 • 2014

Deploying Machine Learning Techniques for Human Emotion Detection

Ali I. Siam, Naglaa F. Soliman, Abeer D. Algarni, Fathi E. Abd El‐Samie, Ahmed Sedik

Citations: 117 • 2022

Use of machine learning to predict early biochemical recurrence after robot‐assisted prostatectomy

Nathan C. Wong, Cameron J. Lam, Lisa Patterson, Bobby Shayegan

Citations: 103 • 2018

Cover times of random searches

Marie Chupeau, Olivier Bénichou, Raphaël Voituriez

Citations: 100 • 2015

Random forest-based real-time defect detection of Al alloy in robotic arc welding using optical spectrum

Zhifen Zhang, Zhe Yang, Wenjing Ren, Guangrui Wen

Citations: 94 • 2019

sEMG-Based Lower Limb Motion Prediction Using CNN-LSTM with Improved PCA Optimization Algorithm

Meng Zhu, Xiaorong Guan, Zhong Li, Long He, Zheng Wang, Keshu Cai

Citations: 93 • 2022

A Machine Learning Approach to Predicting Case Duration for Robot-Assisted Surgery

Beiqun Zhao, Ruth S. Waterman, Richard D. Urman, Rodney A. Gabriel

Citations: 91 • 2019

Intraoperative Margin Assessment in Oral and Oropharyngeal Cancer Using Label-Free Fluorescence Lifetime Imaging and Machine Learning

Mark Marsden, Brent W. Weyers, Julien Bec, Tianchen Sun, Regina Gandour‐Edwards, Andrew C. Birkeland, Marianne Abouyared, Arnaud F. Bewley, D. Gregory Farwell, Laura Marcu

Citations: 88 • 2020

Controlled comparison of machine vision algorithms for Rumex and Urtica detection in grassland

Adam Binch, Charles Fox

Citations: 81 • 2017

Improving human robot collaboration through Force/Torque based learning for object manipulation

Ali Al-Yacoub, Yusen Zhao, William Eaton, Yee Mey Goh, Niels Lohse

Citations: 75 • 2021

Ensemble Learning of Hybrid Acoustic Features for Speech Emotion Recognition

Kudakwashe Zvarevashe, O. O. Olugbara

Citations: 72 • 2020

Artificial Intelligence for Internet of Things and Enhanced Medical Systems

Salome Oniani, Gonçalo Marques, Sophio Barnovi, Ivan Miguel Pires, Akash Kumar Bhoi

Citations: 71 • 2020

Machine Learning-Based Supervised Classification of Point Clouds Using Multiscale Geometric Features

Muhammed Enes Atik, Zaide Duran, Dursun Zafer Şeker

Citations: 66 • 2021

Synthetic Biological Signals Machine-Generated by GPT-2 Improve the Classification of EEG and EMG Through Data Augmentation

Jordan J. Bird, Michael Pritchard, Antonio Fratini, Anikó Ekárt, Diego R. Faria

Citations: 66 • 2021