White-box or black-box decision tree algorithms: which to use in education?

B Delibašić, M Vukićević, M Jovanović… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
University students are usually taught data mining through black-box data mining
algorithms, which hide the algorithm's details from the user and optionally allow parameter …

[PDF][PDF] White-box decision tree algorithms: A pilot study on perceived usefulness, perceived ease of use, and perceived understanding

B Delibasic, M Vukicevic, M Jovanovic - International Journal of …, 2013 - academia.edu
The mainstream in undergraduate data mining algorithm education is using algorithms as
black-boxes with known inputs and outputs, while students have the possibility to adjust …

[PDF][PDF] Electric load forecasting using multivariate meta-learning

M Matijaš - Fakultet elektrotehnike i računarstva, Sveučilište u …, 2013 - bib.irb.hr
Nowadays, the modern economies depend on electricity. Its production and consumption
(load) have to be in equilibrium at all times since storing electricity, in a substantial quantity …

An architecture for component-based design of representative-based clustering algorithms

B Delibašić, M Vukićević, M Jovanović… - Data & Knowledge …, 2012 - Elsevier
We propose an architecture for the design of representative-based clustering algorithms
based on reusable components. These components were derived from K-means-like …

Evolutionary approach for automated component-based decision tree algorithm design

M Jovanović, B Delibašić, M Vukićević… - Intelligent Data …, 2014 - content.iospress.com
This paper proposes a framework for automated design of component-based decision tree
algorithms. These algorithms are being constructed by interchanging components extracted …

Reusable component-based architecture for decision tree algorithm design

M Vukićević, M Jovanović, B Delibašić… - … Journal on Artificial …, 2012 - World Scientific
Many decision tree algorithms were proposed over the last few decades. A lack of
publishing standards for decision tree algorithm software produced a large time gap …

[PDF][PDF] Automatsko generisanje algoritama stabala odlučivanja za klasifikaciju

M Jovanović - 2016 - rfos.fon.bg.ac.rs
АУТПМАТСКП ГЕНЕРИСАОЕ АЛГПРИТАМА СТАБАЛА ПДЛУЧИВАОА ЗА
КЛАСИФИКАЦИЈ Page 1 УНИВЕРЗИТЕТ У БЕПГРАДУ ФАКУЛТЕТ ПРГАНИЗАЦИПНИХ …

Аутоматско генерисање алгоритама стабала одлучивања за класификацију

MZ Jovanović - 2016 - search.proquest.com
Стабла пдлучиваоа су врлп распрпстраоен мпдел за класификацију, кпјим се пписује
начин какп се мпже предвиђати класа некпг пбјекта (нпр. дпбар/лпш клијент …

Grouping Higher Education Students with RapidMiner

M Vukic - RapidMiner, 2016 - taylorfrancis.com
Overview....................................................................... 185 12.1 Introduction.......................................
............................. 185 12.2 Related Work.................................................................. 186 12.3 Using …

Formation of dark-state polaritons and two-polariton bound states in arrays of atoms and optical cavities

A Maggitti - Универзитет у Београду, 2016 - nardus.mpn.gov.rs
This thesis covers a theoretical analysis of non-interacting and interacting quasi particles,
called polaritons. Polaritons are composites, based on photonic and atomic excitations in a …