Random subspace method

A flexible analytic wavelet transform based approach for motor-imagery tasks classification in BCI applications

Shalu Chaudhary, Sachin Taran, Varun Bajaj, Siuly Siuly

Citations: 97 • 2020

Automatically Classifying User Engagement for Dynamic Multi-party Human–Robot Interaction

Mary Ellen Foster, Andre Gaschler, Manuel Giuliani

Citations: 61 • 2017

Active Random Forests: An Application to Autonomous Unfolding of Clothes

Andreas Doumanoglou, Tae‐Kyun Kim, Xiaowei Zhao, Sotiris Malassiotis

Citations: 45 • 2014

Towards Holistic Scene Understanding: Feedback Enabled Cascaded Classification Models

Congcong Li, Adarsh Kowdle, Ashutosh Saxena, Tsuhan Chen

Citations: 45 • 2011

Ensemble Learning With Weak Classifiers for Fast and Reliable Unknown Terrain Classification Using Mobile Robots

Ayan Dutta, Prithviraj Dasgupta

Citations: 39 • 2016

Surface EMG Signal Classification by Using WPD and Ensemble Tree Classifiers

Abdülhamit Subaşı, Saeed Mian Qaisar

Citations: 39 • 2017

Automated Speaker Recognition for Home Service Robots Using Genetic Algorithm and Dempster–Shafer Fusion Technique

Yanmei Zhan, Henry Leung, Keun-Chang Kwak, Hosub Yoon

Citations: 39 • 2009

Human activity learning for assistive robotics using a classifier ensemble

David Ada Adama, Ahmad Lotfi, Caroline Langensiepen, Kevin Lee, Pedro Trindade

Citations: 35 • 2018

Phenotype Recognition with Combined Features and Random Subspace Classifier Ensemble

Bailing Zhang, Tuan D. Pham

Citations: 34 • 2011

Adaptive data-driven error detection in swarm robotics with statistical classifiers

HuiKeng Lau, Iain Bate, Paul Cairns, Jon Timmis

Citations: 28 • 2011

Face Tracking for Flying Robot Quadcopter based on Haar Cascade Classifier and PID Controller

Ardy Seto Priambodo, Fatchul Arifin, Aris Nasuha, Anggun Winursito

Citations: 22 • 2021

HOG feature human detection system

Matthew M. Davis, Ferat Sahin

Citations: 20 • 2016

Some Features of Classifiers Implementation for Object Recognition in Specialized Computer systems

Amer Tahseen Abu-Jassar, Yasser Mohammad Al-Sharo, Vyacheslav Lyashenko, Svitlana Sotnik

Citations: 17 • 2021

Automatic character detection and segmentation in natural scene images

Kaihua Zhu, Feihu Qi, Renjie Jiang, Li Xu

Citations: 17 • 2006

Condensation-based multi-person detection and tracking with HOG and LBP

Baopu Li, Can Yang, Qi Zhang, Guoqing Xu

Citations: 16 • 2014

Fast HOG based person detection devoted to a mobile robot with a spherical camera

Alhayat Ali Mekonnen, Cyril Briand, Frédéric Lerasle, Ariane Herbulot

Citations: 15 • 2013

On effectively predicting autism spectrum disorder therapy using an ensemble of classifiers

Bhekisipho Twala, Eamon Molloy

Citations: 9 • 2023

Automatic vehicle identification system using machine learning and robot operating system (ROS)

Mohammad Rokonuzzaman, M. Abdullah Al Amin

Citations: 9 • 2017

Long-Range Pedestrian Detection using stereo and a cascade of convolutional network classifiers

Zsolt Kira, Raia Hadsell, Garbis Salgian, Supun Samarasekera

Citations: 8 • 2012

Obstacle detection and avoidance via cascade classifier for wheeled mobile robot

Chung‐Jung Lee, Teng-Hui Tseng, Bo-Jhen Huang, Jun-Weihsieh, Chun-Ming Tsai

Citations: 7 • 2015