| 2021 | Hierarchical Reinforcement Learning for Waypoint-based Exploration in Robotic Devices. | Jonas Zinn, Birgit Vogel-Heuser, Fabian Schuhmann, Luis Alberto Cruz Salazar |
| 2021 | Fault Diagnosis of Analog Circuit based On Wavelet Packet Analysis and SVD. | Yang Zhang, Aihua Zhang, Danlu Yu |
| 2021 | Fault Recognition of Analog Circuits Based on Ultra-Lightweight Subspace Attention Module. | Aihua Zhang, Xinglong Yu, Yang Zhang |
| 2021 | Tensor Multi-Task Learning for Predicting Alzheimer's Disease Progression using MRI data with Spatio-temporal Similarity Measurement. | Yu Zhang, Po Yang, Vitaveska Lanfranchi |
| 2021 | Blockchain Based Global Financial Service Platform. | Mingyang Zhang, Yingjun Li, Chonghe Zheng, Xu Han, Haisong Gu, Heping Pan |
| 2021 | Extending design automation by integrating external services for product design. | Liang Zhang, Andrei Lobov |
| 2021 | An Ensemble Approach for Fault Diagnosis via Continuous Learning. | Dapeng Zhang, Zhiwei Gao |
| 2021 | Multi-Robot Multiple Camera People Detection and Tracking in Automated Warehouses. | Michela Zaccaria, Mikhail Giorgini, Riccardo Monica, Jacopo Aleotti |
| 2021 | Explainable Machine Learning for Improving Logistic Regression Models. | Yimin Yang, Min Wu |
| 2021 | AnaMap: A Methodology of Simulation and Visualization for Actual Farmland Topography. | Fan Yang, Lei Shu, Xuying Wang |
| 2021 | Open Set Recognition for Machinery Fault Diagnosis. | Jiawen Xu, Matthias Kovatsch, Sergio Lucia |
| 2021 | Stock-bond Yield Correlation Analysis based on Natural Language Processing. | Yueyue Xu, Ying Kong, Jianwu Lin |
| 2021 | Learning-based Edge Computing Architecture for Regional Scheduling in Manufacturing System. | Tianfang Xue, Peng Zeng, Haibin Yu |
| 2021 | Data Acquisition, Filtering and Buffering Protocol Design for Edge Computing Nodes. | Xinyi Xu, Wenbin Dai |
| 2021 | Cyber-physical automation systems modelling with IEC 61499 for their formal verification. | Midhun Xavier, Sandeep Patil, Valeriy Vyatkin |
| 2021 | Automatic classification of EEG signals via deep learning. | Tao Wu, Xiangzeng Kong, Yiwen Wang, Xue Yang, Jingxuan Liu, Jun Qi |
| 2021 | Towards establishing formal verification and inductive code synthesis in the PLC domain. | Matthias Wei, Philipp Marks, Benjamin Maschler, Dustin White, Pascal Kesseli, Michael Weyrich |
| 2021 | Modeling of IEEE1451-Standardized Low Power Wide Area Networks. | Yang Wei, Yucheng Liu, Kim Fung Tsang, Hao Wang |
| 2021 | Stacked denoising autoencoder for infrared thermography image enhancement. | Ziang Wei, Henrique C. Fernandes, Jose Ricardo Tarpani, Ahmad Osman, Xavier Maldague |
| 2021 | Diagnosis for IGBT Open-circuit Faults in Photovoltaic Inverters: A Compressed Sensing and CNN based Method. | Xinyi Wang, Bo Yang, Qi Liu, Jingzheng Tu, Cailian Chen |
| 2021 | Fixed-time Trajectory Tracking Control of a Wheeled Mobile Robot. | Chenghu Wang, Bo Li, Haichao Zhang, Bing Xiao, Wenquan Gong |
| 2021 | Dynamic Multi-Loss Weighting for Multiple People Tracking in Video Surveillance Systems. | Xuan-Thuy Vo, Tien-Dat Tran, Duy-Linh Nguyen, Kang-Hyun Jo |
| 2021 | Integration of a formal specification approach into CPPS engineering workflow for machinery validation. | Birgit Vogel-Heuser, Christoph Huber, Suhyun Cha, Bernhard Beckert |
| 2021 | Synergetic Control of Fixed-wing UAVs in the Presence of Wind Disturbances. | Gennady E. Veselov, Aline Ingabire |
| 2021 | Cloud Simulation for Continuous Integration and Deployment in Robotics. | Srgio Teixeira, Rafael Arrais, Germano Veiga |