AIMC Topic: Algorithms

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IoT-enabled real-time health monitoring system for adolescent physical rehabilitation.

Scientific reports May 23, 2025
This study aims to develop an intelligent system leveraging Internet of Thing (IoT) technology to enhance the precision of youth physical training monitoring and improve training outcomes. A wearable device incorporating Micro Electro Mechanical Syst...
Humans Algorithms Female Male Internet of Things Support Vector Machine Monitoring, Physiologic Adolescent Wearable Electronic Devices
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EnsembleEdgeFusion: advancing semantic segmentation in microvascular decompression imaging with innovative ensemble techniques.

Scientific reports May 23, 2025
Semantic segmentation involves an imminent part in the investigation of medical images, particularly in the domain of microvascular decompression, where publicly available datasets are scarce, and expert annotation is demanding. In response to this c...
Microvascular Decompression Surgery Semantics Microvessels Image Processing, Computer-Assisted Bayes Theorem Humans Algorithms Deep Learning
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ASLDetect: Arabic sign language detection using ResNet and U-Net like component.

Scientific reports May 23, 2025
Sign languages are essential for communication among over 430 million deaf and hard-of-hearing individuals worldwide. However, recognizing Arabic Sign Language (ArSL) in real-world settings remains challenging due to issues like background noise, lig...
Gestures Sign Language Humans Neural Networks, Computer Algorithms
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Cell-TRACTR: A transformer-based model for end-to-end segmentation and tracking of cells.

PLoS computational biology May 23, 2025
Deep learning-based methods for identifying and tracking cells within microscopy images have revolutionized the speed and throughput of data analysis. These methods for analyzing biological and medical data have capitalized on advances from the broad...
Humans Neural Networks, Computer Image Processing, Computer-Assisted Computational Biology Algorithms Deep Learning Cell Tracking Microscopy Cell Division
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A study on phonemes recognition method for Mandarin pronunciation based on improved Zipformer-RNN-T(Pruned) modeling.

PloS one May 23, 2025
In recent years, empowered by artificial intelligence technologies, computer-assisted language learning systems have gradually become a hot topic of research. Currently, the mainstream pronunciation assessment models rely on advanced speech recogniti...
Phonetics Neural Networks, Computer Artificial Intelligence China Algorithms Humans Speech Recognition Software Language
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Detecting eavesdropping nodes in the power Internet of Things based on Kolmogorov-Arnold networks.

PloS one May 23, 2025
The rapid proliferation of the Power Internet of Things (PIoT) has given rise to severe network security threats, with eavesdropping attacks emerging as a paramount concern. Traditional eavesdropping detection methods struggle to adapt to complex and...
Neural Networks, Computer Internet of Things Computer Security Algorithms Computer Simulation
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Decoding split-frequency representation for cross-scale tracking.

Neural networks : the official journal of the International Neural Network Society May 22, 2025
Learning tailored target representations for tracking is a promising direction in visual object tracking. Most state-of-the-art methods utilize autoencoders to generate representations by reconstructing the target's appearance. However, these reconst...
Algorithms Humans Neural Networks, Computer Image Processing, Computer-Assisted
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ReactDiff: Latent Diffusion for Facial Reaction Generation.

Neural networks : the official journal of the International Neural Network Society May 22, 2025
Given the audio-visual clip of the speaker, facial reaction generation aims to predict the listener's facial reactions. The challenge lies in capturing the relevance between video and audio while balancing appropriateness, realism, and diversity. Whi...
Humans Algorithms Neural Networks, Computer Face
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Learning double balancing representation for heterogeneous dose-response curve estimation.

Neural networks : the official journal of the International Neural Network Society May 22, 2025
Estimating the individuals' potential response to varying treatment doses is crucial for decision-making in areas such as precision medicine and management science. Most recent studies predict counterfactual outcomes by learning a covariate represent...
Machine Learning Algorithms Humans Neural Networks, Computer Precision Medicine Dose-Response Relationship, Drug
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Consensus synchronization via quantized iterative learning for coupled fractional-order time-delayed competitive neural networks with input sharing.

Neural networks : the official journal of the International Neural Network Society May 22, 2025
This paper presents the D-type distributed iterative learning control protocol to synchronize fractional-order competitive neural networks with time delay within a finite time frame. Firstly, the input sharing strategy of such desired competitive neu...
Time Factors Consensus Computer Simulation Learning Neural Networks, Computer Algorithms
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