RSGUI with Reverse Prediction Algorithm

Johnson, Julia; Johnson, Genevieve Marie

doi:10.1007/978-3-540-76973-6_19

Search citation statements

Order By: Relevance

Paper Sections

Select...

Data Mining Technique1

B Decision Making Software1

Citation Types

Supporting

Mentioning

Contrasting

Publication Types

Select...

Other1

Relationship

Self Cite0

Independent1

Authors

Journals

Cited by 1 publication

(2 citation statements)

References 16 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Data mining and data warehousing were researched by the authors [3,4,5,6] and rudimentary applications on a variety of domains in computer science, engineering and the social sciences were implemented. Those applications used mining and warehousing software based on rough sets.…”

Section: Data Mining Techniquementioning

confidence: 99%

See 1 more Smart Citation

Rough Sets for Mining Educational Data

Johnson

Cavanagh

2012

2012 Spring Congress on Engineering and Technology

View full text Add to dashboard Cite

-While educational data are typically analyzed with statistical software, data mining techniques are increasingly appropriate in revealing complex relationships among multiple variables in large amounts of data. We experimented with the rough set method in conjunction with statistical analysis to identify patterns in, and thereby extract meaning from, complex educational data. Results establish the benefits of combining rough set decision making with stochastic analysis in mining exceedingly complex and difficult to interpret educational data sets.

show abstract

Section: Data Mining Techniquementioning

confidence: 99%

“…Reverse prediction method [4] enables prediction of the values for condition attributes that imply given values for the decision attributes. Ordinary prediction is expressed as follows where C i are condition attributes and D are decision attributes:…”

Section: B Decision Making Softwarementioning

confidence: 99%

Rough Sets for Mining Educational Data

Johnson

Cavanagh

2012

2012 Spring Congress on Engineering and Technology

View full text Add to dashboard Cite

show abstract

RSGUI with Reverse Prediction Algorithm

Cited by 1 publication

References 16 publications

Rough Sets for Mining Educational Data

Rough Sets for Mining Educational Data

Contact Info

Product

Resources

About