AIMC Topic: Probability

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Predictive Maintenance: An Autoencoder Anomaly-Based Approach for a 3 DoF Delta Robot.

Sensors (Basel, Switzerland) Oct 21, 2021
Performing predictive maintenance (PdM) is challenging for many reasons. Dealing with large datasets which may not contain run-to-failure data (R2F) complicates PdM even more. When no R2F data are available, identifying condition indicators (CIs), es...
Robotics Probability Normal Distribution
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A novel MADM algorithm for landfill site selection based on q-rung orthopair probabilistic hesitant fuzzy power Muirhead mean operator.

PloS one Oct 21, 2021
With the rapid development of economy and the acceleration of urbanization, the garbage produced by urban residents also increases with the increase of population. In many big cities, the phenomenon of "garbage siege" has seriously affected the devel...
Probability Waste Disposal Facilities Humans Refuse Disposal Fuzzy Logic Algorithms Decision Making
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AI for drug discovery is advancing rapidly: We need smart biology for it to fulfill its mission.

Drug discovery today Oct 8, 2021
Computer Simulation Drug Discovery Artificial Intelligence Forecasting Humans Needs Assessment Drug Development Translational Science, Biomedical Probability Natural History
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A language modeling-like approach to sketching.

Neural networks : the official journal of the International Neural Network Society Oct 2, 2021
Sketching is a universal communication tool that, despite its simplicity, is able to efficiently express a large variety of concepts and, in some limited contexts, it can be even more immediate and effective than natural language. In this paper we ex...
Neural Networks, Computer Language Probability Humans
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Establishing a New Link between Fuzzy Logic, Neuroscience, and Quantum Mechanics through Bayesian Probability: Perspectives in Artificial Intelligence and Unconventional Computing.

Molecules (Basel, Switzerland) Oct 2, 2021
Human interaction with the world is dominated by uncertainty. Probability theory is a valuable tool to face such uncertainty. According to the Bayesian definition, probabilities are personal beliefs. Experimental evidence supports the notion that hum...
Bayes Theorem Quantum Theory Neurosciences Probability Humans Brain Artificial Intelligence Fuzzy Logic
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Confidence-Calibrated Human Activity Recognition.

Sensors (Basel, Switzerland) Sep 30, 2021
Wearable sensors are widely used in activity recognition (AR) tasks with broad applicability in health and well-being, sports, geriatric care, etc. Deep learning (DL) has been at the forefront of progress in activity classification with wearable sens...
Human Activities Humans Recognition, Psychology Neural Networks, Computer Research Design Aged Probability
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Remaining Useful Life Estimation for Engineered Systems Operating under Uncertainty with Causal GraphNets.

Sensors (Basel, Switzerland) Sep 22, 2021
In this work, a novel approach, termed GNN-tCNN, is presented for the construction and training of Remaining Useful Life (RUL) models. The method exploits Graph Neural Networks (GNNs) and deals with the problem of efficiently learning from time serie...
Probability Uncertainty Neural Networks, Computer
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Clinical Score and Machine Learning-Based Model to Predict Diagnosis of Primary Aldosteronism in Arterial Hypertension.

Hypertension (Dallas, Tex. : 1979) Sep 7, 2021
[Figure: see text].
Potassium Probability Male Middle Aged Hypertension Hyperaldosteronism Female Adult Humans Machine Learning
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Early Warning of Gas Concentration in Coal Mines Production Based on Probability Density Machine.

Sensors (Basel, Switzerland) Aug 25, 2021
Gas explosion has always been an important factor restricting coal mine production safety. The application of machine learning techniques in coal mine gas concentration prediction and early warning can effectively prevent gas explosion accidents. Nea...
Coal Machine Learning Probability Algorithms China
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Estimating the conditional probability of developing human papilloma virus related oropharyngeal cancer by combining machine learning and inverse Bayesian modelling.

PLoS computational biology Aug 20, 2021
The epidemic increase in the incidence of Human Papilloma Virus (HPV) related Oropharyngeal Squamous Cell Carcinomas (OPSCCs) in several countries worldwide represents a significant public health concern. Although gender neutral HPV vaccination progr...
SEER Program Probability Alphapapillomavirus Oropharyngeal Neoplasms Squamous Cell Carcinoma of Head and Neck Female Bayes Theorem Aged Male Humans Adult Middle Aged Machine Learning
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