AIMC Topic: Neural Networks, Computer

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Biosorption of cobalt and chromium from wastewater using manganese dioxide and iron oxide nanoparticles loaded on cellulose-based biochar: Modeling and optimization with machine learning (artificial neural network).

International journal of biological macromolecules Oct 28, 2024
In this study, two nanomaterials with excellent adsorption capacities were developed to remove heavy metals efficiently from wastewater. Manganese dioxide MnO nanoparticles and iron oxide FeO nanoparticles were successfully synthesized using cassava ...
Manganese Compounds Oxides Charcoal Chromium Machine Learning Water Pollutants, Chemical Adsorption Wastewater Temperature Water Purification Cellulose Neural Networks, Computer Thermodynamics Kinetics Hydrogen-Ion Concentration Cobalt Ferric Compounds
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WISE: Efficient WSI selection for active learning in histopathology.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Oct 28, 2024
Deep neural network (DNN) models have been applied to a wide variety of medical image analysis tasks, often with the successful performance outcomes that match those of medical doctors. However, given that even minor errors in a model can impact pati...
Image Interpretation, Computer-Assisted Neural Networks, Computer Problem-Based Learning Deep Learning Humans
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GraphPBSP: Protein binding site prediction based on Graph Attention Network and pre-trained model ProstT5.

International journal of biological macromolecules Oct 28, 2024
Protein-protein/peptide interactions play crucial roles in various biological processes. Exploring their interactions attracts wide attention. However, accurately predicting their binding sites remains a challenging task. Here, we develop an effectiv...
Proteins Binding Sites Protein Binding Computational Biology Neural Networks, Computer Algorithms
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An Integrated Multi-Model Framework Utilizing Convolutional Neural Networks Coupled with Feature Extraction for Identification of 4mC Sites in DNA Sequences.

Computers in biology and medicine Oct 28, 2024
N4-methylcytosine (4mC) is a chemical modification that occurs on one of the four nucleotide bases in DNA and plays a vital role in DNA expression, repair, and replication. It also actively participates in the regulation of cell differentiation and g...
Sequence Analysis, DNA DNA Humans Neural Networks, Computer Cytosine
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Artificial Tactile Sensory Finger for Contact Pattern Identification Based on High Spatiotemporal Piezoresistive Sensor Array.

ACS applied materials & interfaces Oct 28, 2024
Human fingertip tactile perception relies on the activation of densely distributed tactile receptors to identify contact patterns in the brain. Despite significant efforts to integrate tactile sensors with machine learning algorithms for recognizing ...
Neural Networks, Computer Wearable Electronic Devices Fingers Humans Touch
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Artificial intelligence modeling and experimental studies of oily pollutants uptake from water using ZIF-8/carbon fiber nanostructure.

Journal of environmental management Oct 28, 2024
In this study, the experimental and modeling of oily pollutants (crude oil, asphaltene, and maltene) uptake by ZIF-8/carbon fiber nanostructure was investigated. The influence of pollutant type, concentration, ionic strength, and sorption time on upt...
Petroleum Nanostructures Zeolites Carbon Carbon Fiber Neural Networks, Computer Water Pollutants, Chemical Artificial Intelligence Adsorption
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Machine learning for air quality index (AQI) forecasting: shallow learning or deep learning?

Environmental science and pollution research international Oct 28, 2024
In this study, several machine learning (ML) models consisting of shallow learning (SL) models (e.g., random forest (RF), K-nearest neighbor (KNN), weighted K-nearest neighbor (WKNN), support vector machine (SVM), artificial neural network (ANN), and...
Air Pollutants Air Pollution Deep Learning Environmental Monitoring Particulate Matter Neural Networks, Computer Machine Learning Forecasting
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Estimation of Strawberry Canopy Volume in Unmanned Aerial Vehicle RGB Imagery Using an Object Detection-Based Convolutional Neural Network.

Sensors (Basel, Switzerland) Oct 28, 2024
Estimating canopy volumes of strawberry plants can be useful for predicting yields and establishing advanced management plans. Therefore, this study evaluated the spatial variability of strawberry canopy volumes using a ResNet50V2-based convolutional...
Aircraft Fragaria Neural Networks, Computer Image Processing, Computer-Assisted Unmanned Aerial Devices
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A new fusion neural network model and credit card fraud identification.

PloS one Oct 28, 2024
Credit card fraud identification is an important issue in risk prevention and control for banks and financial institutions. In order to establish an efficient credit card fraud identification model, this article studied the relevant factors that affe...
Fraud Machine Learning Algorithms Humans Neural Networks, Computer
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An inherently interpretable deep learning model for local explanations using visual concepts.

PloS one Oct 28, 2024
Over the past decade, deep learning has become the leading approach for various computer vision tasks and decision support systems. However, the opaque nature of deep learning models raises significant concerns about their fairness, reliability, and ...
Humans Neural Networks, Computer Deep Learning
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