Editorial

1. Human-machine augmented intelligence:research and applications

Research Articles

1. Mutually trustworthy human-machine knowledge automation and hybrid augmented intelligence:mechanisms and applications of cognition，management，and control for complex systems＊
2. Apersonality-guided affective brain–computer interface for implementation of emotional intelligence in machines*
3. Behavioral control task supervisor with memory based on reinforcement learning for human–multi-robot coordination systems**&#
4. Focused crawling strategies based on ontologies and simulated annealing methods for rainstorm disaster domain knowledge＊#
5. Fast code recommendation via approximate sub-tree matching＊
6. Amodified YOLOv4 detection method for a vision-based underwater garbage cleaning robot*&
7. Adaptive neural network based boundary control of a flexible marine riser systemwith output constraints*#
8. Amatrix-based static approach to analysis of finite state machines*
9. Training time minimization for federated edge learning with optimized gradient quantization and bandwidth allocation*#
10. Introducing scalable1-bit full adders for designing quantum-dotcellular automata arithmetic circuits

Correspondence

1. Causality fields in nonlinear causal effect analysis＊