Supervised learning of COVID-19 patients' characteristics to discover symptom patterns and improve patient outcome prediction

Ilbeigipour, Sadegh; Albadvi, Amir

doi:10.1016/j.imu.2022.100933

Search citation statements

Order By: Relevance

Paper Sections

Select...

Definition 3 Lift2

Basic Concepts1

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2022

2024

Publication Types

Select...

Article3

Book1

Relationship

Self Cite1

Independent3

Authors

Journals

Cited by 4 publications

(3 citation statements)

References 56 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Confidence (X ->Y)=(number of records containing items X and Y)/(number of records containing X). Confidence is a conditional concept, which means what is the probability of Y occurring in the case of X [11].…”

Section: Basic Conceptsmentioning

confidence: 99%

Air Quality Correlation Analysis Based on Apriori Algorithm

Yan,

Kang

2024

AJST

View full text Add to dashboard Cite

In recent years, air pollution has become an environmental issue of global concern. It not only affects human health, but also causes serious damage to the Earth's ecosystem. By analyzing the concentration values of various pollutants in the air and the air quality index (AQI) every hour, the most relevant components to the AQI can be identified. In this paper, Apriori association rule algorithm is applied to correlate various data in air quality monitoring to provide a new reference solution for solving environmental pollution problems in the future.

show abstract

Section: Basic Conceptsmentioning

confidence: 99%

Air Quality Correlation Analysis Based on Apriori Algorithm

Yan,

Kang

2024

AJST

View full text Add to dashboard Cite

show abstract

“…Confidence is the fraction of transactions containing all items in X and Y from the transactions containing items in X alone [55]. Equation ( 2) is used to calculate confidence [59].…”

Section: Definition 2 Confidencementioning

confidence: 99%

“…If lift value is equal to 1, X and Y are independent, the value greater than 1 indicates a positive relationship, the value less than 1 indicates a negative relationship [5]. Equation ( 3) is used to calculate lift [59].…”

Section: Definition 3 Liftmentioning

confidence: 99%