About this paper

Appears in:
Pages: 6088-6096
Publication year: 2012
ISBN: 978-84-695-3491-5
ISSN: 2340-1117

Conference name: 4th International Conference on Education and New Learning Technologies
Dates: 2-4 July, 2012
Location: Barcelona, Spain

TOOL FOR SUPPORTING THE TEACHING OF INSTANCE SELECTION ALGORITHMS

In computer engineering curricula data mining and machine learning is increasingly important in both undergraduate and masters, as well as the PhD courses. Proof of this is the emergence of several tools that facilitate learning algorithms related to the discipline. Some of these tools allow the execution of algorithms step by step showing the results of each step, others let the student change the algorithm parameters and the student can visualize the results. However, for the specific case of instance selection algorithms these tools are almost non-existent. This paper discusses a tool implemented to fill this gap. "ISBur", which is the name of the application is ready to show the functioning of both classical instance selection algorithms as some of the most modern, enabling stepping and displaying the intermediate results to facilitate didactic work.

Two of the key objectives of design are independence of operating system, so it is programmed in Java making it multiplatform, and its extensibility, which has been taken into account in its design to allow the addition of new instances selection algorithms.
@InProceedings{ARNAIZGONZLEZ2012TOO,
author = {Arnaiz-Gonzlez, A. and Diez-Pastor, J.F. and Garcia-Osorio, C. and Rodriguez-Diez, J.},
title = {TOOL FOR SUPPORTING THE TEACHING OF INSTANCE SELECTION ALGORITHMS},
series = {4th International Conference on Education and New Learning Technologies},
booktitle = {EDULEARN12 Proceedings},
isbn = {978-84-695-3491-5},
issn = {2340-1117},
publisher = {IATED},
location = {Barcelona, Spain},
month = {2-4 July, 2012},
year = {2012},
pages = {6088-6096}}
TY - CONF
AU - A. Arnaiz-Gonzlez AU - J.F. Diez-Pastor AU - C. Garcia-Osorio AU - J. Rodriguez-Diez
TI - TOOL FOR SUPPORTING THE TEACHING OF INSTANCE SELECTION ALGORITHMS
SN - 978-84-695-3491-5/2340-1117
PY - 2012
Y1 - 2-4 July, 2012
CI - Barcelona, Spain
JO - 4th International Conference on Education and New Learning Technologies
JA - EDULEARN12 Proceedings
SP - 6088
EP - 6096
ER -
A. Arnaiz-Gonzlez, J.F. Diez-Pastor, C. Garcia-Osorio, J. Rodriguez-Diez (2012) TOOL FOR SUPPORTING THE TEACHING OF INSTANCE SELECTION ALGORITHMS, EDULEARN12 Proceedings, pp. 6088-6096.
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