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1. Analiza uporabnosti umetne nevronske mreže za razvrščanje v deformacijski analizi
Klemen Kregar, 2009, undergraduate thesis

Keywords: geodezija, diplomska dela, UNI, umetna nevronska mreža, vektor hitrosti geodinamičnega premika, grozdenje (clustering), tekmovalno učenje, Kohonenova samoorganizirajoča se mreža
Full text (file, 1,56 MB)

2. Gradient-based methods for solving non-negative matrix tri-factorization problem
Janez Povh, Rok Hribar, 2020

Keywords: non-negative matrix factorization, p-matching problem, data co-clustering, patients sub-typing, drug repurposing, high-performance computing
Full text (file, 369,76 KB) This document has more files! More...

3. The extremely halotolerant black yeast Hortaea werneckii - a model for intraspecific hybridization in clonal fungi
Polona Zalar, Jerneja Zupančič, Cene Gostinčar, Janja Zajc, G. S. de Hoog, Filomena De Leo, Armando Azua-Bustos, Nina Gunde-Cimerman, 2019, original scientific article

Keywords: morphology, clustering, NaCl tolerant enzymes, ITS, D1/D2 rDNA, MCM7, BTB, genomes
Full text (file, 5,97 MB) This document has more files! More...

4. Parkinson disease subtypes based on short time series and multi-view clustering
MELANIJA KRALJEVSKA, 2021, bachelor thesis/paper

Keywords: machine learning, data science, clustering, Parkinson's disease, multi-view learning, skip n-grams
Full text (file, 1,57 MB)

5. Transfer and unsupervised learning
Luka Gradišar, Matevž Dolenc, 2023, original scientific article

Keywords: clustering, crack detection, data mining, image analysis, transfer learning, unsupervised learning
Full text (file, 4,25 MB) This document has more files! More...

6. How characteristics of a rainfall event and the meteorological conditions determine the development of stemflow - a case study of a birch tree
Katarina Zabret, Mojca Šraj, 2021, original scientific article

Keywords: stemflow, stemflow response, rainfall characteristics, phenophase, hierarchical clustering
Full text (outside link)

7. Coherent Label Placement for 3D Exploded View
Rok Kogovšek, 2018, master's thesis/paper

Keywords: information interfaces, presentation, 3D labeling, label readability, visualization layout, explosion diagram, graphical user interface, interactive user interface, clustering, open-source 3D model libraries, user experience evaluation, eye-tracking based evaluation
Full text (file, 23,70 MB)

8. Risk stratification of patients for development of cardiac diseases using knowledge transfer
Aleš Papič, 2019, master's thesis/paper

Keywords: risk stratification, cardiovascular diseases, machine learning, knowledge transfer, semi-supervised learning, active learning, fuzzy learning, supervised clustering, partially labeled examples
Full text (file, 876,83 KB)

9. Evolutionary dynamics on evolving graphs
Barbara Ikica, 2019, doctoral dissertation

Keywords: evolutionary game theory, evolutionary dynamics, dynamical processes on graphs, mean-field approximation, clustering algorithms, complex networks, contagion processes, threshold models, evolutionary graph theory, multilayer graphs, co-evolving graphs
Full text (file, 7,78 MB)

10. Improved initialization of the EM algorithm for mixture model parameter estimation
Branislav Panić, Jernej Klemenc, Marko Nagode, 2020, original scientific article

Keywords: mixture model, parameter estimation, EM algorithm, REBMIX algorithm, density estimation, clustering, image segmentation
Full text (file, 9,24 MB) This document has more files! More...

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