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1. 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)

2. Reinforcement-learning-based route generation for heavy-traffic autonomous mobile robot systems
Dominik Kozjek, Andreja Malus, Rok Vrabič, 2021, original scientific article

Keywords: intralogistics, autonomous mobile robots, multi-robot cooperation, reinforcement learning, route planning
Full text (file, 23,99 MB) This document has more files! More...

3. Change detection and adaptation in multi-target prediction on data streams
Bozhidar Stevanoski, 2021, master's thesis

Keywords: machine learning, data streams, change detection and adaptation, multi-target prediction, multi-target regression
Full text (file, 2,38 MB)

4. Iris Segmentation with Multi-task Learning
ADNAN KREHO, 2021, master's thesis/paper

Keywords: iris segmentation, image colorization, multi-task learning, UNet architecture
Full text (file, 9,59 MB)

5. Application of temporal convolutional neural network for the classification of crops on Sentinel-2 time series
Matej Račič, Krištof Oštir, Devis Peressutti, Anže Zupanc, Luka Čehovin Zajc, 2020, published scientific conference contribution

Keywords: deep learning, multi-temporal classification, sequence data, crop classification, Sentinel-2
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