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Št. zadetkov: 4
Ensembles for predicting structured outputs
Dragi Kocev
Video in druga učna gradiva
Oznake:
In many real-world domains, such as bioinformatics (functional genomics), text classification and image annotation, the goal is to predict a complex output. For example, in functional genomics, the goal is to predict the function of a gene, while the set of functions can be organized as tree (FunCat ...
Leto: 2010 Vir: videolectures.net
Semi-supervised tree learning
Dragi Kocev
Video in druga učna gradiva
Oznake: computer science;data science
Leto: 2016 Vir: videolectures.net
Data stream mining for predicting the thermal power consumption of the Mars Express spacecraft
Bozhidar Stevanoski, Dragi Kocev, Aljaž Osojnik, Ivica Dimitrovski, Sašo Džeroski
Izvirni znanstveni članek
Oznake: podatkovni tokovi;večciljna regresija;sprotno učenje ansamblov;upravljanje vesoljskih plovil;poraba energije termalnega sistema;data streams;multi-target regression;online ensembles;spacecraft operations;thermal power consumption;
The Mars Express (MEX) spacecraft, operated by the European Space Agency (ESA), has been orbiting Mars for the past 18 years. During this period, it has provided unprecedented scientific data about the red planet, but it has also aged, and its batteries have degraded. Thus, MEX needs careful and acc ...
Leto: 2023 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
CLUSplus
Matej Petković, Jurica Levatić, Dragi Kocev, Martin Breskvar, Sašo Džeroski
Izvirni znanstveni članek
Oznake: machine learning;multi-target regression;multi-label classification;decision trees;
We present CLUSplus, a machine learning framework based on decision trees specialized for complex predictive modeling tasks. We provide the scientific community with an open source Java framework that unifies several major research directions in the machine learning field. The framework supports mul ...
Leto: 2024 Vir: Fakulteta za matematiko in fiziko (UL FMF)
Št. zadetkov: 4
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