Multi-Target Regression Rules With Random Output Selections

by Martin Breskvar, Saso Dzeroski
Published 2021-01-01

Distinct Types of Gut Microbiota Dysbiosis in Hospitalized Gastroenterological Patients Are Disease Non-related and Characterized With the Predominance of Either Enterobacteriaceae...

by Aleksander Mahnic, Martin Breskvar, Martin Breskvar, Saso Dzeroski, Saso Dzeroski, Saso Dzeroski, Pavel Skok, Pavel Skok, Spela Pintar, Maja Rupnik, Maja Rupnik
Published 2020-02-01

Data-Driven Structuring of the Output Space Improves the Performance of Multi-Target Regressors

by Stevanche Nikoloski, Dragi Kocev, Saso Dzeroski
Published 2019-01-01

Modeling Dynamic Systems with Efficient Ensembles of Process-Based Models.

by Nikola Simidjievski, Ljupčo Todorovski, Sašo Džeroski
Published 2016-01-01

Uporaba metod strojnega učenja za preučevanje odnosov med značilnostmi branik in okoljem

by Jernej Jevšenak, Sašo Džeroski, Tom Levanič
Published 2017-01-01

Learning to Classify Structures in ALS-Derived Visualizations of Ancient Maya Settlements with CNN

by Maja Somrak, Sašo Džeroski, Žiga Kokalj
Published 2020-07-01

Deep Network Architectures as Feature Extractors for Multi-Label Classification of Remote Sensing Images

by Marjan Stoimchev, Dragi Kocev, Sašo Džeroski
Published 2023-01-01

The evolutionary signal in metagenome phyletic profiles predicts many gene functions

by Vedrana Vidulin, Tomislav Šmuc, Sašo Džeroski, Fran Supek
Published 2018-07-01

Meta-Model Framework for Surrogate-Based Parameter Estimation in Dynamical Systems

by Ziga Luksic, Jovan Tanevski, Saso Dzeroski, Ljupco Todorovski
Published 2019-01-01

GC-EI-MS datasets of trimethylsilyl (TMS) and tert-butyl dimethyl silyl (TBDMS) derivatives for development of machine learning-based compound identification approaches

by Milka Ljoncheva, Sintija Stevanoska, Tina Kosjek, Sašo Džeroski
Published 2023-06-01

Machine learning for identification of silylated derivatives from mass spectra

by Milka Ljoncheva, Tomaž Stepišnik, Tina Kosjek, Sašo Džeroski
Published 2022-09-01

Equation Discovery for Nonlinear System Identification

by Nikola Simidjievski, Ljupco Todorovski, Jus Kocijan, Saso Dzeroski
Published 2020-01-01

Semi-Supervised Multi-View Learning for Gene Network Reconstruction.

by Michelangelo Ceci, Gianvito Pio, Vladimir Kuzmanovski, Sašo Džeroski
Published 2015-01-01

Multi-task learning for the simultaneous reconstruction of the human and mouse gene regulatory networks

by Paolo Mignone, Gianvito Pio, Sašo Džeroski, Michelangelo Ceci
Published 2020-12-01

A catalogue with semantic annotations makes multilabel datasets FAIR

by Ana Kostovska, Jasmin Bogatinovski, Sašo Džeroski, Dragi Kocev, Panče Panov
Published 2022-05-01

CLUSplus: A decision tree-based framework for predicting structured outputs

by Matej Petković, Jurica Levatić, Dragi Kocev, Martin Breskvar, Sašo Džeroski
Published 2023-12-01

Evaluating the effect of Clostridium difficile conditioned medium on fecal microbiota community structure

by Sabina Horvat, Aleksander Mahnic, Martin Breskvar, Saso Dzeroski, Maja Rupnik
Published 2017-11-01

Design and Simulation of Stormwater Control Measures Using Automated Modeling

by Matej Radinja, Mateja Škerjanec, Sašo Džeroski, Ljupčo Todorovski, Nataša Atanasova
Published 2021-08-01

Determining Exception Context in Assembly Operations from Multimodal Data

by Mihael Simonič, Matevž Majcen Hrovat, Sašo Džeroski, Aleš Ude, Bojan Nemec
Published 2022-10-01

On the Influence of Aging on Classification Performance in the Visual EEG Oddball Paradigm Using Statistical and Temporal Features

by Nina Omejc, Manca Peskar, Aleksandar Miladinović, Voyko Kavcic, Sašo Džeroski, Uros Marusic
Published 2023-01-01