AIMC Topic: Bayes Theorem

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Neuro-fuzzy modelling of a continuous stirred tank bioreactor with ceramic membrane technology for treating petroleum refinery effluent: a case study from Assam, India.

Bioprocess and biosystems engineering Dec 12, 2023
A continuous stirred tank bioreactor (CSTB) with cell recycling combined with ceramic membrane technology and inoculated with Rhodococcus opacus PD630 was employed to treat petroleum refinery wastewater for simultaneous chemical oxygen demand (COD) r...
Ceramics Petroleum Waste Disposal, Fluid Lipids Bayes Theorem Bioreactors Artificial Intelligence
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Evaluating the influence of road construction on landslide susceptibility in Saudi Arabia's mountainous terrain: a Bayesian-optimised deep learning approach with attention mechanism and sensitivity analysis.

Environmental science and pollution research international Dec 12, 2023
In the mountainous region of Asir region of Saudi Arabia, road construction activities are closely associated with frequent landslides, posing significant risks to both human life and infrastructural development. This highlights an urgent need for a ...
Deep Learning Saudi Arabia Bayes Theorem Landslides Humans Geographic Information Systems
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Enhancing forensic investigations: Identifying bloodstains on various substrates through ATR-FTIR spectroscopy combined with machine learning algorithms.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Dec 10, 2023
The forensic analysis of bloodstains on various substrates plays a crucial role in criminal investigations. This study presents a novel approach for analyzing bloodstains using Attenuated Total Reflectance Fourier Transform Infrared spectroscopy (ATR...
Animals Swine Spectroscopy, Fourier Transform Infrared Bayes Theorem Ataxia Telangiectasia Mutated Proteins Machine Learning Humans Least-Squares Analysis Algorithms Discriminant Analysis
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A new method for clustered survival data: Estimation of treatment effect heterogeneity and variable selection.

Biometrical journal. Biometrische Zeitschrift Dec 10, 2023
We recently developed a new method random-intercept accelerated failure time model with Bayesian additive regression trees (riAFT-BART) to draw causal inferences about population treatment effect on patient survival from clustered and censored surviv...
Computer Simulation Bayes Theorem Humans Machine Learning Likelihood Functions Treatment Effect Heterogeneity
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Geographical discrimination of Asian red pepper powders using H NMR spectroscopy and deep learning-based convolution neural networks.

Food chemistry Dec 6, 2023
This study investigated an innovative approach to discriminate the geographical origins of Asian red pepper powders by analyzing one-dimensional H NMR spectra through a deep learning-based convolution neural network (CNN). H NMR spectra were collecte...
Neural Networks, Computer Deep Learning Magnetic Resonance Spectroscopy Capsicum Bayes Theorem Powders
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Optimization of operational parameters using RSM, ANN, and SVM in membrane integrated with rotating biological contactor.

Chemosphere Dec 4, 2023
Membrane fouling is a critical bottleneck to the widespread adoption of membrane separation processes. It diminishes the membrane permeability and results in high operational energy costs. The current study presents optimizing the operating parameter...
Neural Networks, Computer Support Vector Machine Bayes Theorem Bioreactors Sewage
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Learning massive interpretable gene regulatory networks of the human brain by merging Bayesian networks.

PLoS computational biology Dec 1, 2023
We present the Fast Greedy Equivalence Search (FGES)-Merge, a new method for learning the structure of gene regulatory networks via merging locally learned Bayesian networks, based on the fast greedy equivalent search algorithm. The method is competi...
Artificial Intelligence Algorithms Humans Computational Biology Bayes Theorem Brain Gene Regulatory Networks
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Detection of paralytic shellfish toxins by near-infrared spectroscopy based on a near-Bayesian SVM classifier with unequal misclassification costs.

Journal of the science of food and agriculture Nov 30, 2023
BACKGROUND: Paralytic shellfish poisoning caused by human consumption of shellfish fed on toxic algae is a public health hazard. It is essential to implement shellfish monitoring programs to minimize the possibility of shellfish contaminated by paral...
Bayes Theorem Spectroscopy, Near-Infrared Bivalvia Shellfish Humans Support Vector Machine Animals
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Glove-Based Hand Gesture Recognition for Diver Communication.

IEEE transactions on neural networks and learning systems Nov 30, 2023
We have developed a smart dive glove that recognizes 13 static hand gestures used in diving communication. The smart glove employs five dielectric elastomer sensors to capture finger motion and implements a machine learning classifier in the onboard ...
Gestures Humans Bayes Theorem Support Vector Machine Neural Networks, Computer Algorithms
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Detecting and Tracking of Multiple Mice Using Part Proposal Networks.

IEEE transactions on neural networks and learning systems Nov 30, 2023
The study of mouse social behaviors has been increasingly undertaken in neuroscience research. However, automated quantification of mouse behaviors from the videos of interacting mice is still a challenging problem, where object tracking plays a key ...
Movement Algorithms Bayes Theorem Neural Networks, Computer
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