BackExaminar Informes técnicos y Documentos de trabajo por departamento (eus.) "Konputagailuen Arkitektura eta Teknologia"
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An update of the J48Consolidated WEKA’s class: CTC algorithm enhanced with the notion of coverage
; Pérez de la Fuente, Jesús María
; ; Gurrutxaga Goikoetxea, Ibai ; Arbelaiz Gallego, Olatz (2016-02-12)
This document aims to describe an update of the implementation of the J48Consolidated class within WEKA platform. The J48Consolidated class implements the CTC algorithm [2][3] which builds a unique decision tree based on ... -
Generation of the database gurekddcup
Perona Balda, Iñigo; Arbelaiz Gallego, Olatz ; Gurrutxaga Goikoetxea, Ibai ; ; ; Pérez de la Fuente, Jesús María (2017-02-10)
The database gureKDDCup has been generated within the UADI project (Unsupervised Anomaly Detection for Intrusion detection system) in which a classifier that detects intrusions or attacks in network based systems was ... -
J48Consolidated: an implementation of CTC algorithm for WEKA
Arbelaiz Gallego, Olatz; Gurrutxaga Goikoetxea, Ibai ; ; ; Pérez de la Fuente, Jesús María (2016-02-12)
The CTC algorithm, Consolidated Tree Construction algorithm, is a machine learning paradigm that was designed to solve a class imbalance problem, a fraud detection problem in the area of car insurance [1] where, besides, ... -
PIM-SM extension for Source-Specific Multicast through non multicast networks
Rivadeneyra Sicilia, José María (2015-10-08)
Deployment of multicast in the open Internet is stagnated, mainly as a result of service provider policies and network limitations. To skip the lack of multicast connectivity between receivers and networks that carry traffic ...