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126 rezultatov
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1. Representing visual entities with deep hierarchical and compositional models
Domen Tabernik, 2021, doktorska disertacija

Ključne besede: compositional hierarchies, histogram of compositions, displaced aggregation units, deep neural networks, visual image recognition, semantic image segmentation, de-blurring
Celotno besedilo (datoteka, 10,00 MB)

2. Automated planning with induced qualitative models in dynamic robotic domains
Domen Šoberl, 2021, doktorska disertacija

Ključne besede: learning qualitative models, qualitative reasoning, qualitative simulation, qualitative planning, explainable control strategies
Celotno besedilo (datoteka, 9,31 MB)

3. Semi-automatic reconstruction and documentation of software development methods
MARKO JANKOVIĆ, 2020, doktorsko delo/naloga

Ključne besede: programski repozitorij, metode razvoja programske opreme, razvojni proces, sistem za beleženje zahtevkov, sistem za nadzor verzij
Celotno besedilo (datoteka, 6,66 MB)

4. Incremental matrix factorization for simultaneous learning from parallel data streams
Martin Jakomin, 2019, doktorsko delo/naloga

Ključne besede: machine learning, matrix factorization, data streams, data fusion, incremental learning, recommender systems, synthetic data generator
Celotno besedilo (datoteka, 2,91 MB)

5. Scalable matrix factorization for data fusion
Andrej Čopar, 2019, doktorsko delo/naloga

Ključne besede: Machine learning, bioinformatics, matrix factorization, data fusion
Celotno besedilo (datoteka, 4,53 MB)

6. Learning of text-level discourse parsing
Gregor Weiss, 2019, doktorsko delo/naloga

Ključne besede: natural language processing, shallow discourse relations, recurrent neural networks, attention mechanisms, language-independent, no external resources
Celotno besedilo (datoteka, 691,02 KB)

7. Emotion Recognition on Twitter Using Neural Networks
Niko Colnerič, 2019, doktorsko delo/naloga

Ključne besede: emotion recognition, text mining, Twitter, recurrent neural networks, convolutional neural networks
Celotno besedilo (datoteka, 3,36 MB)

8. Semantics-based automated essay evaluation
KAJA ZUPANC, 2018, doktorsko delo/naloga

Ključne besede: automated scoring, essay evaluation, natural language processing, semantic attributes, coherence, semantic feedback
Celotno besedilo (datoteka, 2,27 MB)

9. Prediction of aircraft trajectories for air traffic control using machine learning approaches
MARKO HRASTOVEC, 2018, doktorsko delo/naloga

Ključne besede: aircraft trajectories, BADA model, machine learning
Celotno besedilo (datoteka, 4,42 MB)

10. Kompozicionalni hierarhični model za pridobivanje informacij iz glasbe
Matevž Pesek, 2018, doktorsko delo/naloga

Ključne besede: music information retrieval, deep learning architectures, automated chord estimation, multiple fundamental frequency estimation, pattern discovery, rhythm modeling
Celotno besedilo (datoteka, 6,00 MB)
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