AIMC Topic: Probability

Clear Filters Showing 141 to 150 of 434 articles

Extremely randomized neural networks for constructing prediction intervals.

Neural networks : the official journal of the International Neural Network Society Aug 19, 2021
The aim of this paper is to propose a novel prediction model based on an ensemble of deep neural networks adapting the extremely randomized trees method originally developed for random forests. The extra-randomness introduced in the ensemble reduces ...
Neural Networks, Computer Algorithms Uncertainty Probability Monte Carlo Method
View on PubMed DOI

A stochastic modeling approach for analyzing water resources systems.

Journal of contaminant hydrology Aug 8, 2021
Many uncertain factors exist in the water resource systems, leading to dynamic characteristics of the water distribution process. Especially for the watershed including irrigation area with multiple water sources and water users, it is complicated th...
Water Resources Fuzzy Logic Probability Water Supply Stochastic Processes Models, Theoretical Uncertainty
View on PubMed DOI

Nonfragile H State Estimation for Recurrent Neural Networks With Time-Varying Delays: On Proportional-Integral Observer Design.

IEEE transactions on neural networks and learning systems Aug 3, 2021
In this article, a novel proportional-integral observer (PIO) design approach is proposed for the nonfragile H state estimation problem for a class of discrete-time recurrent neural networks with time-varying delays. The developed PIO is equipped wit...
Neural Networks, Computer Algorithms Computer Simulation Humans Equipment Design Reproducibility of Results Probability Least-Squares Analysis Binomial Distribution
View on PubMed DOI

Human reliability analysis of high-temperature molten metal operation based on fuzzy CREAM and Bayesian network.

PloS one Aug 2, 2021
Human errors are considered to be the main causation factors of high-temperature molten metal accidents in metallurgical enterprises. The complex working environment of high- temperature molten metal in metallurgical enterprises has an important infl...
Bayes Theorem Metals Hot Temperature Humans Probability Accidents Fuzzy Logic Reproducibility of Results
View on PubMed DOI

In silico saturation mutagenesis of cancer genes.

Nature Jul 28, 2021
Despite the existence of good catalogues of cancer genes, identifying the specific mutations of those genes that drive tumorigenesis across tumour types is still a largely unsolved problem. As a result, most mutations identified in cancer genes acros...
Computer Simulation Probability Mutation Oncogenes Humans Cell Transformation, Neoplastic Precision Medicine Neoplasms Mutagenesis Machine Learning Organ Specificity Models, Genetic Reproducibility of Results
View on PubMed DOI

Combining a convolutional neural network with autoencoders to predict the survival chance of COVID-19 patients.

Scientific reports Jul 28, 2021
COVID-19 has caused many deaths worldwide. The automation of the diagnosis of this virus is highly desired. Convolutional neural networks (CNNs) have shown outstanding classification performance on image datasets. To date, it appears that COVID compu...
Humans Diagnosis, Computer-Assisted Deep Learning Algorithms Neural Networks, Computer Forecasting COVID-19 Probability SARS-CoV-2
View on PubMed DOI

Research on Network Security Situation Awareness Based on the LSTM-DT Model.

Sensors (Basel, Switzerland) Jul 13, 2021
To better understand the behavior of attackers and describe the network state, we construct an LSTM-DT model for network security situation awareness, which provides risk assessment indicators and quantitative methods. This paper introduces the conce...
Probability Awareness Neural Networks, Computer Algorithms
View on PubMed DOI

Lesion probability mapping in MS patients using a regression network on MR fingerprinting.

BMC medical imaging Jul 8, 2021
BACKGROUND: To develop a regression neural network for the reconstruction of lesion probability maps on Magnetic Resonance Fingerprinting using echo-planar imaging (MRF-EPI) in addition to [Formula: see text], [Formula: see text], NAWM, and GM- proba...
Echo-Planar Imaging Leukoencephalopathies Deep Learning Brain Mapping Multiple Sclerosis White Matter Probability Humans Neural Networks, Computer
View on PubMed DOI

A sensitivity analysis of probability maps in deep-learning-based anatomical segmentation.

Journal of applied clinical medical physics Jul 7, 2021
PURPOSE: Deep-learning-based segmentation models implicitly learn to predict the presence of a structure based on its overall prominence in the training dataset. This phenomenon is observed and accounted for in deep-learning applications such as natu...
Humans Neural Networks, Computer Probability Deep Learning Image Processing, Computer-Assisted
View on PubMed DOI

Improved Support Vector Machine Enabled Radial Basis Function and Linear Variants for Remote Sensing Image Classification.

Sensors (Basel, Switzerland) Jun 28, 2021
Remote sensing technologies have been widely used in the contexts of land cover and land use. The image classification algorithms used in remote sensing are of paramount importance since the reliability of the result from remote sensing depends heavi...
Remote Sensing Technology Probability Reproducibility of Results Support Vector Machine Algorithms
View on PubMed DOI
Popular Topics
Recent Journals