AIMC Topic: Models, Theoretical

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Development of a triangular Fermatean fuzzy EDAS model for remote patient monitoring applications.

Scientific reports Jul 1, 2025
Remote Patient Monitoring Systems (RPMS) are vital for tracking patients' health outside clinical settings, such as at home or in long-term care facilities. Wearable sensors play a crucial role in these systems by continuously collecting and transmit...
Models, Theoretical Fuzzy Logic Algorithms Wearable Electronic Devices Telemedicine Remote Patient Monitoring Monitoring, Physiologic Remote Sensing Technology Humans
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Real-time human-robot interaction and service provision using hybrid intelligent computing framework.

PloS one Jun 27, 2025
Human-robot interaction has gained significant attention in various domains, including healthcare, customer service, and industrial automation. High computational cost, inefficient service matching, and elevated failure rates in dynamic service conte...
Humans Robotics Algorithms Artificial Intelligence Models, Theoretical
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Developing a predictive model for anticipating technology convergence: A transformer-based model and supervised learning approach.

PloS one Jun 26, 2025
This study proposes a novel approach to anticipating technology convergence in the bio-healthcare sector by integrating text mining based on transformer models and supervised learning methodologies. The overarching goal is to develop a robust method ...
Data Mining Supervised Machine Learning Humans Deep Learning Models, Theoretical
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A multi-domain collaborative denoising bearing fault diagnosis model based on dynamic inter-domain attention mechanism and noise-aware loss function.

PloS one Jun 26, 2025
Rolling bearings are the core transmission components of large-scale rotating machinery such as wind power gearboxes and aviation engines, so timely and effective monitoring and diagnosis of their status are crucial to ensure the stable operation of ...
Humans Models, Theoretical Noise Algorithms Deep Learning Signal-To-Noise Ratio
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Adaptive fixed-time fault-tolerant trajectory tracking control for disturbed robotic manipulator.

PloS one Jun 25, 2025
This article introduces a fixed-time trajectory control method for robotic manipulators, aimed at improving trajectory precision despite external disturbances, actuator faults, and uncertainties. Initially, a fast fixed-time nonsingular terminal slid...
Computer Simulation Robotics Algorithms Models, Theoretical
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Construction of VAE-GRU-XGBoost intrusion detection model for network security.

PloS one Jun 25, 2025
With the advent of the big data era, the threat of network security is becoming increasingly severe. In order to cope with complex network attacks and ensure network security, a network intrusion detection model is constructed relying on deep learnin...
Computer Communication Networks Computer Security Boosting Machine Learning Algorithms Models, Theoretical Humans Algorithms Deep Learning
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Text intelligent correction in English translation: A study on integrating models with dependency attention mechanism.

PloS one Jun 24, 2025
Improving translation quality and efficiency is one of the key challenges in the field of Natural Language Processing (NLP). This study proposes an enhanced model based on Bidirectional Encoder Representations from Transformers (BERT), combined with ...
Language Models, Theoretical Humans Natural Language Processing Translating Algorithms Translations
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Large Language Model Architectures in Health Care: Scoping Review of Research Perspectives.

Journal of medical Internet research Jun 19, 2025
BACKGROUND: Large language models (LLMs) can support health care professionals in their daily work, for example, when writing and filing reports or communicating diagnoses. With the rise of LLMs, current research investigates how LLMs could be applie...
Large Language Models Humans Language Delivery of Health Care Models, Theoretical
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Heat loss evaluation for heating building envelope based on relevance vector machine.

PloS one Jun 18, 2025
Due to the influence of many factors, there is no reasonable evaluation method for the heat loss evaluation of the envelope, which leads to the deviation of the evaluation results of building energy consumption. By comparing different regression anal...
Heating Support Vector Machine Hot Temperature Models, Theoretical Regression Analysis
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Circular saw blade wear status prediction based on generative adversarial network and CNN-LSTM model.

PloS one Jun 18, 2025
Monitoring the status of circular saw blades is an effective measure to ensure the production efficiency and safety of spent fuel assembly cutting. However, the prediction of wear during the cutting of stainless steel shells of spent fuel assemblies ...
Stainless Steel Generative Adversarial Networks Neural Networks, Computer Models, Theoretical Algorithms
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