1. Attribute interactions in machine learningAleks Jakulin, 2002, magistrsko delo Ključne besede: machine learning, data mining, classification, pattern recognition, interaction, dependence, independence, constructive induction, feature construction Celotno besedilo (povezava drugam) |
2. Weighted cluster ensemble based on partition relevance analysis with reduction stepNejc Ilc, 2020, izvirni znanstveni članek Ključne besede: cluster analysis, cluster validity index, dimensionality reduction, ensemble learning, feature extraction, feature selection, gene expression, weighted ensemble Celotno besedilo (datoteka, 3,21 MB) Gradivo ima več datotek! Več... |
3. Condition classification of heating systems valves based on acoustic features and machine learningPrimož Potočnik, Borja Olmos Lopez-Roso, Lučka Vodopivec, Egon Susič, Edvard Govekar, 2020, izvirni znanstveni članek Ključne besede: valves, district heating, acoustic features, feature selection, classification, machine learning Celotno besedilo (datoteka, 1,76 MB) Gradivo ima več datotek! Več... |
4. Learning to combine local and global image information for contactless palmprint recognitionMARJAN STOIMCHEV, 2021, magistrsko delo/naloga Ključne besede: Palmprint Recognition, Contactless Palmprint Images, Elastic Deformations, Convolutional Neural Networks, Deep Learning, Center Loss, Discriminative Feature Learning Celotno besedilo (datoteka, 18,55 MB) |
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6. On the interpretability of machine learning models and experimental feature selection in case of multicollinear dataFranc Drobnič, Andrej Kos, Matevž Pustišek, 2020, izvirni znanstveni članek Ključne besede: interpretable machine learning, feature multicollinearity, random forests, feature selection, feature importance, greedy feature selection Celotno besedilo (datoteka, 1,52 MB) Gradivo ima več datotek! Več... |
7. Learning to combine local and global image information for contactless palmprint recognitionMarjan Stoimčev, Marija Ivanovska, Vitomir Štruc, 2022, izvirni znanstveni članek Ključne besede: palmprint recognition, contactless palmprint images, elastic deformations, convolutional neural networks, deep learning, ArcFace loss, center loss, discriminative feature learning Celotno besedilo (datoteka, 18,20 MB) Gradivo ima več datotek! Več... |
8. DHF-NetChenquan Gan, Yucheng Yang, Qingyi Zhu, Deepak Kumar Jain, Vitomir Štruc, 2022, izvirni znanstveni članek Ključne besede: emotion recognition, text processing, NLP, deep learning, dialogue emotion recognition, contextual information, fine-grained information, hierarchical feature, interactive fusion Celotno besedilo (datoteka, 1,10 MB) Gradivo ima več datotek! Več... |
9. Characterization of biocomposites and glass fiber epoxy composites based on acoustic emission signals, deep feature extraction, and machine learningTomaž Kek, Primož Potočnik, Martin Misson, Zoran Bergant, Mario Sorgente, Edvard Govekar, Roman Šturm, 2022, izvirni znanstveni članek Ključne besede: polymer composites, biocomposites, GFE composites, acoustic emission, deep feature extraction, convolutional autoencoder, machine learning, neural networks Celotno besedilo (datoteka, 1,45 MB) Gradivo ima več datotek! Več... |
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