(Important: These downloadable files can be freely used
for academic and research purposes only)
Following you can find some codes and executable files of the developed systems in this project:
The System ABC+
It is a system of Julio´s Master Degree where it
is possible to simulate the behavior of an inhabitant.
The system uses a Learning Algorithm called C4.5 and it intends to learn automation rules from inhabitant behavior.
The algorithms follows this procedure:
Files do download:
Executable file (for windows): ABC.zip (in portuguese)
Code of ABC+ :Code ABC.rar
(developed in Borland Delphi (R) IDE for Windows)
The executable file needs
two files: C4.5.exe
These two files can be downloaded and compiled from Ross Quinlan website
These C4.5 files must be in the same directory of ABC+.exe
if you want to know how to use this C4.5 files, consult: http://www2.cs.uregina.ca/~dbd/cs831/notes/ml/dtrees/c4.5/c4.5rules.html
To test the system, you must create Databases like these files used in the
Julio´s dissertation: database2 ,
These databases contain many events. Each event has the values of all sensors in accordance to an event of actuator.