AIMC Topic: Statistics as Topic

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Misunderstandings Regarding Sampling and the Role of Statistics in AI.

Journal of chemical information and modeling Sep 23, 2024
Efforts in Artificial Intelligence (AI) to mimic human thinking often seem unbound. Therefore, creating proper guardrails in this context is the responsibility of the collective scientific community. Missteps in this process are inevitable. This View...
Artificial Intelligence Statistics as Topic
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Investigating stronger tolerant network against cascading failures in focusing on changing degree distributions.

PloS one Jul 10, 2024
Many real-world networks with Scale-Free structure are significantly vulnerable against both intentional attacks and catastrophic cascading failures. On the other hand, it has been shown that networks with narrower degree distributions have strong ro...
Statistics as Topic Neural Networks, Computer Models, Theoretical Poisson Distribution
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A simple method for unsupervised anomaly detection: An application to Web time series data.

PloS one Jan 11, 2022
We propose a simple anomaly detection method that is applicable to unlabeled time series data and is sufficiently tractable, even for non-technical entities, by using the density ratio estimation based on the state space model. Our detection rule is ...
Datasets as Topic Statistics as Topic Search Engine Algorithms Time Factors Humans Internet Neural Networks, Computer
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DeepCME: A deep learning framework for computing solution statistics of the chemical master equation.

PLoS computational biology Dec 8, 2021
Stochastic models of biomolecular reaction networks are commonly employed in systems and synthetic biology to study the effects of stochastic fluctuations emanating from reactions involving species with low copy-numbers. For such models, the Kolmogor...
Stochastic Processes Computer Simulation Models, Chemical Deep Learning Probability Computational Biology Statistics as Topic
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Study the Effect of the Risk Factors in the Estimation of the Breast Cancer Risk Score Using Machine Learning.

Asian Pacific journal of cancer prevention : APJCP Nov 1, 2021
OBJECTIVE: Early prediction of breast cancer is one of the most essential fields of medicine. Many studies have introduced prediction approaches to facilitate the early prediction and estimate the future occurrence based on mammography periodic tests...
Humans Machine Learning Middle Aged Risk Assessment Surveys and Questionnaires Female Risk Factors Breast Neoplasms Early Detection of Cancer Datasets as Topic Statistics as Topic
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Materials In Paintings (MIP): An interdisciplinary dataset for perception, art history, and computer vision.

PloS one Aug 26, 2021
In this paper, we capture and explore the painterly depictions of materials to enable the study of depiction and perception of materials through the artists' eye. We annotated a dataset of 19k paintings with 200k+ bounding boxes from which polygon se...
Likelihood Functions Choice Behavior Humans Perception Time Factors Artificial Intelligence Paintings Databases as Topic Statistics as Topic
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Application of Physical Examination Data on Health Analysis and Intelligent Diagnosis.

BioMed research international Jun 13, 2021
Analysis and diagnosis according to the collected physical data are an important part in the physical examination. Through the data analysis of the physical examination results and expert diagnoses, the physical condition of a specific physical exami...
Diagnosis, Computer-Assisted Physical Examination Body Mass Index Fuzzy Logic Pattern Recognition, Automated Machine Learning Humans Logic Algorithms Artificial Intelligence Statistics as Topic Reproducibility of Results Models, Statistical Data Interpretation, Statistical Signal Processing, Computer-Assisted
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Analysing wideband absorbance immittance in normal and ears with otitis media with effusion using machine learning.

Scientific reports May 20, 2021
Wideband Absorbance Immittance (WAI) has been available for more than a decade, however its clinical use still faces the challenges of limited understanding and poor interpretation of WAI results. This study aimed to develop Machine Learning (ML) too...
Acoustic Impedance Tests Otitis Media with Effusion Ear Radio Waves Child ROC Curve Image Processing, Computer-Assisted Databases as Topic Pressure Statistics as Topic Infant Humans Adolescent Young Adult Neural Networks, Computer Child, Preschool Adult Machine Learning Middle Aged Aged
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A study on ship collision conflict prediction in the Taiwan Strait using the EMD-based LSSVM method.

PloS one May 10, 2021
Ship collision accidents are the primary threat to traffic safety in the sea. Collision accidents can cause casualties and environmental pollution. The collision risk is a major indicator for navigators and surveillance operators to judge the collisi...
Support Vector Machine Taiwan Least-Squares Analysis Ships Accidents Statistics as Topic Computer Simulation Risk Assessment Models, Theoretical Humans Accident Prevention Algorithms
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A robust fuzzy logic-based model for predicting the critical total drawdown in sand production in oil and gas wells.

PloS one Apr 26, 2021
Sand management is essential for enhancing the production in oil and gas reservoirs. The critical total drawdown (CTD) is used as a reliable indicator of the onset of sand production; hence, its accurate prediction is very important. There are many p...
Sand Oil and Gas Fields Fuzzy Logic Time Factors Stress, Mechanical Models, Theoretical Statistics as Topic
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