The G-algorithm for extraction of robust decision rules - Children's postoperative intra-atrial arrhythmia case study

IEEE Transactions on Information Technology in Biomedicine

Volumn 5, Issue 3, 2001, Pages 225-235

  Kusiak, Andrew ^a   Law, Ian H ^b   Dick II, Macdonald ^c  

^a UNIVERSITY OF IOWA   (United States)

^b UNIVERSITY OF IOWA   (United States)

^c UNIVERSITY OF MICHIGAN   (United States)

Author keywords

Arrhythmia study; Data mining; Medical decision making; Medical prognosis; Rough sets

Indexed keywords

ALGORITHMS; CARDIOLOGY; CARDIOVASCULAR SURGERY; DATA MINING; DECISION THEORY; STATISTICAL METHODS;

DATA SETS;

BIOMEDICAL ENGINEERING;

ALGORITHM; ARTICLE; CHILD; CONGENITAL HEART MALFORMATION; DECISION MAKING; FACTUAL DATABASE; FONTAN PROCEDURE; HEART ARRHYTHMIA; HUMAN; INFANT; POSTOPERATIVE COMPLICATION; PROGNOSIS;

ALGORITHMS; ARRHYTHMIA; CHILD; DATABASES, FACTUAL; DECISION MAKING; FONTAN PROCEDURE; HEART DEFECTS, CONGENITAL; HUMANS; INFANT; POSTOPERATIVE COMPLICATIONS; PROGNOSIS;

EID: 0035437754     PISSN: 10897771     EISSN: None     Source Type: Journal    
DOI: 10.1109/4233.945293     Document Type: Article

References (29)

1. The handbook of artificial intelligence
2. A comparison of dynamic and nondynamic rough set methods for extracting laws from decision tables
3. Decomposition in data mining: An industrial case study
4. Induction of decision trees
5. The multi-purpose incremental learning system AQ15 and its testing application to three medical domains
6. Rough sets
7. A new version of the rule induction system LERS
8. Rough set theory and rule induction techniques for discovery of attribute dependencies in medical information systems
9. Rough sets as a tool for studying attribute dependencies in the urinary stones treatment data set
10. A comparison of prediction accuracy, complexity, and training time of thirty-three old and new classification algorithms
11. Discretization methods in data mining
12. Relative performances of similarity and dissimilarity measures
13. Extracardiac Fortran operation for complex cardiac anomalies: Seven years' experience
14. Predictors of early- and late-onset supraventricular tachyarrhythmias after Fontan operation
15. Factors that influence the development of atrial flutter after the Fortran operation
16. Total cavopulmonary anastomosis versus conventional modified Fontan procedure
17. Transcatheter electrical ablation of accessory pathways in children
18. On rough set approaches to induction of decision rules
19. Autonomous decision-making: A data mining approach
20. Cross-validatory choice and assessment of statistical predictions
21. Maximizing the predictive value of production rules