Analysis of medical data using data mining and formal concept analysis

Proceedings - Wec 05: Fourth World Enformatika Conference

Volumn 6, Issue , 2005, Pages 253-256

  Gupta, Anamika ^a   Kumar, Naveen ^a   Bhatnagar, Vasudha ^a  

^a UNIVERSITY OF DELHI   (India)

Author keywords

Data Mining; Formal Concept Analysis; Medical Data; Negative Classification Rules

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA PRIVACY; DIAGNOSIS; DISEASES;

CONTEXT REDUCTION; FORMAL CONCEPT ANALYSIS; NEGATIVE CLASSIFICATION RULES;

DATA MINING;

EID: 32044463619     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Rakesh Aggarwal, R. Srikant, Fast Algorithms for Mining Association Rules, VLDB-94.
2. Rakesh Aggarwal, Tomasz Imielinski, Arun Swami, Mining Association Rules between set of items in Large Databases, Proc. ACM SIGMOD Conference management of data, 1993.
3. Anamika Gupta, Naveen Kumar, Vasudha Bhatnagar, Mining Classification rules based on Positive and Negative Association Rules using Concept Lattice, Submitted for publication, 2005.
4. Bernhard Ganter, Rudolf Wille, Formal Concept Analysis, Mathematical Foundations, Springer.
5. Jiawei Han, Micheline Kamber, Data Mining: Concepts and Techniques, Morgan Kaufmann Publishers.
6. Bing Liu, Wynne Hsu, Yiming Ma, Integrating Classification and association Rule Mining, In proceedings of KDD-98, 1998.
7. W.Li, J. Han, J.Pei, CMAR: Accurate and efficient classification based on multiple class-association rules, IEEE International Conference on Data Mining (ICDM'01) San Jose, California, 2001.
8. Merz, C.J, and Murthy, P. 1996, UCI repository of machine learning database [ftp://ftp.ics.uci.edu/pub/machine-learning-databases/].
9. Quinlan, J.R. Induction of decision tree, Machine Learning, 1986.
10. Quinlan, J.R. 1992, C4.5: Program for machine learning, Morgan Kaufmanns.