(Enter summary)
Abstract: . Widespread use of medical information systems and explosive growth of medical databases require traditional manual data analysis to be coupled with methods for efficient computer-assisted analysis. This paper presents selected data mining techniques that can be applied in medicine, and in particular some machine learning techniques including the mechanisms that make them better suited for the analysis of medical databases (derivation of symbolic rules, use of background knowledge, sensitivity ... (Update)
Similar documents based on text: More All
0.2: Lyme Borreliosis: Open Questions And Problems At The Turn.. - Mateicka Kmety Lymsk
(Correct)
0.1: 5th International Workshop on Intelligent Data Analysis.. - Lavrac, Miksch, (eds.) (2000)
(Correct)
0.0: Strict Positive Realness for Linear Time-invariant Systems.. - Lu, Yeung, al.
(Correct)
BibTeX entry: (Update)
@misc{ lavrac-data,
author = "Nada Lavrac",
title = "Data Mining in Medicine: Selected Techniques and Applications",
url = "citeseer.ist.psu.edu/lavrac98data.html" }
Citations (may not include all citations):
2177
Programs for Machine Learning (context) - Quinlan - 1993
1543
Probabilistic Reasoning in Intelligent Systems: Networks of .. (context) - Pearl - 1988
1447
A mathematical theory of communication (context) - Shannon - 1948
1359
Induction of decision trees (context) - Quinlan - 1986
550
Parallel Distributed Processing (context) - Rumelhart, McClelland - 1986
503
Instance-based learning algorithms (context) - Aha, Kibler et al. - 1991
492
Learning logical definitions from relations (context) - Quinlan - 1990
388
Inductive logic programming
- Muggleton - 1991
291
Computer Systems that Learn (context) - Weiss, Kulikowski - 1991
286
Nearest neighbor pattern classification (context) - Cover, Hart - 1968
212
Inductive Logic Programming: Techniques and Applications (context) - Lavrac, Dzeroski - 1994
200
neural and statistical classification (context) - Michie, Spiegelhalter et al. - 1994
180
The CN2 induction algorithm (context) - Clark, Niblett - 1989
139
Knowledge discovery in databases: An overview
- Frawley, Piatetsky-Shapiro et al. - 1991
130
Inverse entailment and Progol
- Muggleton - 1995
[Article contains additional citations not shown here]
Documents on the same site (http://aim.unipv.it/~ric/idamap98): More
Rough Set Analysis of Medical Datasets and A Case of.. - Carlin, Komorowski, Øhrn
(Correct)
Knowledge-Based Visualization and Navigation of Time-Oriented.. - Shahar, Cheng
(Correct)
Experiments With Noise Detection Algorithms in the.. - Gamberger, Lavrac..
(Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC