AIMC Topic: Neural Networks, Computer

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Trimodal machine learning based biometrics system.

Scientific reports Jul 1, 2025
Biometrics-based authentication systems have recently been considered as one of the safest methods to secure our data or possessions. In the literature, the solutions based on one or two measurable traits are broadly described. There was also claim t...
Machine Learning Dermatoglyphics Biometric Identification Algorithms Humans Biometry Fingers Neural Networks, Computer
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Enhancing occluded and standard bird object recognition using fuzzy-based ensembled computer vision approach with convolutional neural network.

Scientific reports Jul 1, 2025
Classifying bird species is essential for ecological study and biodiversity protection, currently, conventional approaches are frequently laborious and susceptible to mistakes. Convolutional Neural Networks (CNNs) provide a more reliable option for f...
Image Processing, Computer-Assisted Fuzzy Logic Pattern Recognition, Automated Birds Convolutional Neural Networks Neural Networks, Computer Animals
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The analysis of dynamic evaluation of online shopping satisfaction based on the recurrent neural network model.

Scientific reports Jul 1, 2025
This work aims to accurately understand user satisfaction in online shopping, reflecting user preferences and promoting the development of online shopping. This work explores a behavioral prediction method for online shopping users using a Recurrent ...
Recurrent Neural Networks Personal Satisfaction Internet Consumer Behavior Humans Neural Networks, Computer
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Towards decoding motor imagery from EEG signal using optimized back propagation neural network with honey badger algorithm.

Scientific reports Jul 1, 2025
The importance of using Brain-Computer Interface (BCI) systems based on electro encephalography (EEG) signal to decode Motor Imagery(MI) is very impressive because of the possibility of analyzing and translating brain signals related to movement inte...
Electroencephalography Signal Processing, Computer-Assisted Movement Imagination Brain-Computer Interfaces Neural Networks, Computer Algorithms Humans Brain
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A modified generative adversarial networks method for assisting the diagnosis of deep venous thrombosis complications in stroke patients.

Scientific reports Jul 1, 2025
Discriminate deep vein thrombosis, one of the complications in early stroke patients, in order to assist in diagnosis. We have constructed a new method called ACWGAN by combining ACGAN and WGAN methods for data augmentation to to enhance the data of ...
Deep Learning Generative Adversarial Networks Female Venous Thrombosis Middle Aged Stroke Aged Humans Male Neural Networks, Computer
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STIED: a deep learning model for the spatiotemporal detection of focal interictal epileptiform discharges with MEG.

Scientific reports Jul 1, 2025
Magnetoencephalography (MEG) allows the non-invasive detection of interictal epileptiform discharges (IEDs). Clinical MEG analysis in epileptic patients traditionally relies on the visual identification of IEDs, which is time consuming and partially ...
Deep Learning Epilepsies, Partial Magnetoencephalography Humans Female Neural Networks, Computer Adult Algorithms Male
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Plant leaf disease detection using vision transformers for precision agriculture.

Scientific reports Jul 1, 2025
Plant diseases cause major crop losses worldwide, making early detection essential for sustainable farming. Traditional methods need large training datasets, are expensive, and may overfit. In leaf image analysis, convolutional neural networks (CNNs)...
Crops, Agricultural Plant Diseases Agriculture Plant Leaves Neural Networks, Computer Image Processing, Computer-Assisted
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Design of a deep fusion model for early Parkinson's disease prediction using handwritten image analysis.

Scientific reports Jul 1, 2025
Parkinson's Disease (PD) is a deteriorating condition that mostly affects older people. The lack of conclusive treatment for PD makes diagnosis very challenging. However, using patterns like tremors for early diagnosis, handwriting analysis has becom...
Humans Image Processing, Computer-Assisted Parkinson Disease Early Diagnosis Algorithms Deep Learning Neural Networks, Computer Handwriting
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Comparative analysis of machine learning approaches for heatwave event prediction in India.

Scientific reports Jul 1, 2025
Heatwaves, are identified as prolonged durations of unusually high temperatures, which pose significant threats to human health, animal health and agriculture. With the increasing frequency and intensity of heatwaves driven by climate change, accurat...
Support Vector Machine Climate Change Extreme Heat Neural Networks, Computer Machine Learning India Humans
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Artificial neural network-driven approaches to improved forecasting of disability care expenditures in an aging Kingdom of Saudi Arabia population.

Scientific reports Jul 1, 2025
The total number of older persons globally (those aged 60 years and above) was 202 million in 1950; this total multiplied to attain 901 million and is predicted to triple again in 2100. The growth percentage of the elderly population is quickly impro...
Aged Humans Aged, 80 and over Persons with Disabilities Neural Networks, Computer Male Noncommunicable Diseases Middle Aged Forecasting Health Expenditures Saudi Arabia Female Aging
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