Search results: Sage Journals

Available accessResearch articleFirst published March 2, 2021

Multi-scale deep learning and optimal combination ensemble approach for AQI forecasting using big data with meteorological conditions

Zicheng Wang, Huayou Chen, Jiaming Zhu [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Available accessResearch articleFirst published March 4, 2022

Optimization of APT attack detection based on a model combining ATTENTION and deep learning

Cho Do Xuan, Duc Duong

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Retricted accessResearch articleFirst published January, 2018

Learning manipulation skills from a single demonstration

Peter Englert, Marc Toussaint

The International Journal of Robotics Research

Retricted accessResearch articleFirst published January, 2020

A hybrid structure of an extreme learning machine combined with feature selection,signal decomposition and parameter optimization for short-term wind speed forecasting

Sizhou Sun, Jingqi Fu, Feng Zhu [...]

Transactions of the Institute of Measurement and Control

Retricted accessResearch articleFirst published May, 2024

Unified supervised learning and optimization technique for wire electrical discharge machining of various grades of alloys: stochastic algorithm combined neural network approach

Shatarupa Biswas, Yogesh Singh, Manidipto Mukherjee

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

Available accessResearch articleFirst published July, 2025

Personalized learning path planning and optimization methods of vocational education combined with DQN

Fei Peng, Linli Guo

Journal of Computational Methods in Sciences and Engineering

Retricted accessResearch articleFirst published January, 2026

IMA-catcher: An IMpact-aware nonprehensile catching framework based on combined optimization and learning

Francesco Tassi, Jianzhuang Zhao, Gustavo JG Lahr [...]

The International Journal of Robotics Research

Retricted accessResearch articleFirst published November, 2025

Newsvendor Problems With Product Unbundling: An Approach Combining Robust Optimization With Deep Reinforcement Learning

Xiaoli Yan, Youhua (Frank) Chen, Hui Yu [...]

Production and Operations Management

Open accessResearch articleFirst published September, 2024

Multi-objective optimization design for anti-fatigue lightweight of dump truck carriage combined with machine learning

Kejun Lan, Wenyan Yu, Chengjie Huang [...]

Advances in Mechanical Engineering

Retricted accessResearch articleFirst published August, 2019

Combining trajectory optimization,supervised machine learning,and model structure for mitigating the curse of dimensionality in the control of bipedal robots

Xingye Da, Jessy Grizzle

The International Journal of Robotics Research

Available accessResearch articleFirst published March 2, 2021

Multi-scale deep learning and optimal combination ensemble approach for AQI forecasting using big data with meteorological conditions

Zicheng Wang, Huayou Chen, Jiaming Zhu [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Available accessResearch articleFirst published March 4, 2022

Optimization of APT attack detection based on a model combining ATTENTION and deep learning

Cho Do Xuan, Duc Duong

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Retricted accessResearch articleFirst published January, 2018

Learning manipulation skills from a single demonstration

Peter Englert, Marc Toussaint

The International Journal of Robotics Research

Retricted accessResearch articleFirst published January, 2020

A hybrid structure of an extreme learning machine combined with feature selection,signal decomposition and parameter optimization for short-term wind speed forecasting

Sizhou Sun, Jingqi Fu, Feng Zhu [...]

Transactions of the Institute of Measurement and Control

Retricted accessResearch articleFirst published May, 2024

Unified supervised learning and optimization technique for wire electrical discharge machining of various grades of alloys: stochastic algorithm combined neural network approach

Shatarupa Biswas, Yogesh Singh, Manidipto Mukherjee

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

Available accessResearch articleFirst published July, 2025

Personalized learning path planning and optimization methods of vocational education combined with DQN

Fei Peng, Linli Guo

Journal of Computational Methods in Sciences and Engineering

Retricted accessResearch articleFirst published January, 2026

IMA-catcher: An IMpact-aware nonprehensile catching framework based on combined optimization and learning

Francesco Tassi, Jianzhuang Zhao, Gustavo JG Lahr [...]

The International Journal of Robotics Research

Retricted accessResearch articleFirst published November, 2025

Newsvendor Problems With Product Unbundling: An Approach Combining Robust Optimization With Deep Reinforcement Learning

Xiaoli Yan, Youhua (Frank) Chen, Hui Yu [...]

Production and Operations Management

Open accessResearch articleFirst published September, 2024

Multi-objective optimization design for anti-fatigue lightweight of dump truck carriage combined with machine learning

Kejun Lan, Wenyan Yu, Chengjie Huang [...]

Advances in Mechanical Engineering

Retricted accessResearch articleFirst published August, 2019

Combining trajectory optimization,supervised machine learning,and model structure for mitigating the curse of dimensionality in the control of bipedal robots

Xingye Da, Jessy Grizzle

The International Journal of Robotics Research