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Perception

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Multi-Agent Multi-View Collaborative Perception Based on Semi-Supervised Online Evolutive Learning.

Sensors (Basel, Switzerland)
In the edge intelligence environment, multiple sensing devices perceive and recognize the current scene in real time to provide specific user services. However, the generalizability of the fixed recognition model will gradually weaken due to the time...

Perception Research of Artificial Intelligence in Environmental Public Health Physiotherapy Nursing for the Elderly.

Journal of environmental and public health
This perceptual study focuses on developing artificial intelligence for elderly care design. It analyses and discusses the role of artificial intelligence in elderly care and its application to physiotherapy care. Artificial intelligence, as an emerg...

A New Strategy for Disc Cutter Wear Status Perception Using Vibration Detection and Machine Learning.

Sensors (Basel, Switzerland)
Carrying out status monitoring and fault-diagnosis research on cutter-wear status is of great significance for real-time understanding of the health status of Tunnel Boring Machine (TBM) equipment and reducing downtime losses. In this work, we propos...

Design Model of Cultural and Creative Products Using User Perception Demand Mining.

Computational intelligence and neuroscience
People are becoming more and more aware of the value of design throughout a product's entire life cycle as a result of the fierce competition for industrial products that exists today. The life of a product involves its design, manufacture, sale, and...

Hyper-Parameter Optimization of Stacked Asymmetric Auto-Encoders for Automatic Personality Traits Perception.

Sensors (Basel, Switzerland)
In this work, a method for automatic hyper-parameter tuning of the stacked asymmetric auto-encoder is proposed. In previous work, the deep learning ability to extract personality perception from speech was shown, but hyper-parameter tuning was attain...

Perception of the Impact of Artificial Intelligence in the Decision-Making Processes of Public Healthcare Professionals.

Journal of environmental and public health
Technologies are increasingly independent and play important roles in society. Artificial intelligence (AI) is a branch of science that can improve various environments and processes. The health sector stands out among these contexts, especially opht...

Object-of-Interest Perception in a Reconfigurable Rolling-Crawling Robot.

Sensors (Basel, Switzerland)
Cebrenus Rechenburgi, a member of the huntsman spider family have inspired researchers to adopt different locomotion modes in reconfigurable robotic development. Object-of-interest perception is crucial for such a robot to provide fundamental informa...

Analysis of Graphic Perception Education for Young Children Based on Fuzzy Clustering Analysis.

Computational intelligence and neuroscience
Geometric ability includes elements of identification, conceptualization, combination, drawing, and reasoning, and graphic perception is an important part of it. Kindergarten science education includes geometry instruction. Children are guided to per...

Research on Multi-Sensor Fusion Indoor Fire Perception Algorithm Based on Improved TCN.

Sensors (Basel, Switzerland)
Indoor fires cause huge casualties and economic losses worldwide. Thus, it is critical to quickly and accurately perceive the fire. In this work, an indoor fire perception algorithm based on multi-sensor fusion was proposed. Firstly, the sensor data ...

Perception Exploration on Robustness Syndromes With Pre-processing Entities Using Machine Learning Algorithm.

Frontiers in public health
The majority of the current-generation individuals all around the world are dealing with a variety of health-related issues. The most common cause of health problems has been found as depression, which is caused by intellectual difficulties. However,...