Ensemble forecasting

The “Test and Select” Approach to Ensemble Combination

Amanda Sharkey, Noel Sharkey, Uwe Gerecke, G. O. Chandroth

Citations: 92 • 2000

Random Cropping Ensemble Neural Network for Image Classification in a Robotic Arm Grasping System

Bo Cheng, Wanyin Wu, Dapeng Tao, Shibo Mei, Ting Mao, Jun Cheng

Citations: 42 • 2020

An adaptive ensemble deep learning framework for reliable detection of pandemic patients

Muhammad Shahid Iqbal, Rizwan Ali Naqvi, Roohallah Alizadehsani, Sadiq Hussain, Syed Atif Moqurrab, Seung Won Lee

Citations: 32 • 2023

Ensemble-NQG-T5: Ensemble Neural Question Generation Model Based on Text-to-Text Transfer Transformer

Myeong-Ha Hwang, Jikang Shin, Ho-Jin Seo, Jeong-Seon Im, Hee Cho, Chun-Kwon Lee

Citations: 21 • 2023

ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search

Shangtong Zhang, Hengshuai Yao

Citations: 19 • 2019

Deep Sub-Ensembles for Fast Uncertainty Estimation in Image\n Classification

Matías Valdenegro-Toro

Citations: 18 • 2019

Sample Efficient Reinforcement Learning via Model-Ensemble Exploration and Exploitation

Yao Yao, Xiao Li, Zhicheng An, Wanpeng Zhang, Dijun Luo

Citations: 15 • 2021

Chatbot Interaction with Artificial Intelligence: human data augmentation with T5 and language transformer ensemble for text classification

Jordan J. Bird, Anikó Ekárt, Diego R. Faria

Citations: 13 • 2021

Path Planning in Uncertain Ocean Currents using Ensemble Forecasts

Chanyeol Yoo, James Ju Heon Lee, Stuart Anstee, Robert Fitch

Citations: 12 • 2021

Sub-Ensembles for Fast Uncertainty Estimation in Neural Networks

Matías Valdenegro-Toro

Citations: 10 • 2023

Landfill Waste Segregation Using Transfer and Ensemble Machine Learning: A Convolutional Neural Network Approach

Angelika Sita Ouedraogo, Ajay Kumar, Ning Wang

Citations: 9 • 2023

Ensemble Transfer Strategy Based on Domain Difference for Robot Multiple Peg-in-Hole Assembly

Ligang Jin, Yu Men, Fengming Li, Chaoqun Wang, Xincheng Tian, Yibin Li, Rui Song

Citations: 8 • 2024

Intelligent recognition of human activities using deep learning techniques

Shazab Bashir, Arfan Jaffar, Muhammad Rashid, Sheeraz Akram, Sohail Masood Bhatti

Citations: 5 • 2025

3D Object Recognition with Ensemble Learning—A Study of Point Cloud-Based Deep Learning Models

Daniel Koguciuk, Łukasz Chechliński, Tarek El-Gaaly

Citations: 5 • 2019

Robust object tracking with a hierarchical ensemble framework

Mengmeng Wang, Yong Liu, Rong Xiong

Citations: 4 • 2016

Discovery of Hybrid Ensemble Models Resilient to Input Resolution Deterioration

Zhenyi Yang, Rebecca Yu Miao, Valeriy Gavrishchaka, Olga Senyukova

Citations: 4 • 2021

XiaoA: A Robot Editor for Popularity Prediction of Online News Based on Ensemble Learning

Fei Long, Meixia Xu, Yulei Li, Zhihua Wu, Qiang Ling

Citations: 4 • 2018

Automatic multi-anomaly detection of pipelines with ensemble deep learning-based computer vision

Citations: 3 • 2025

Scaling Motion Forecasting Models with Ensemble Distillation

Scott Ettinger, Kratarth Goel, Avikalp Srivastava, Rami Al‐Rfou

Citations: 3 • 2024

Robotic Process Automation for Stock Selection Process and Price Prediction Model using Machine Learning Techniques

Saumitra Chattopadhyay

Citations: 3 • 2021