1. Attribute interactions in machine learningAleks Jakulin, 2002, master's thesis Keywords: machine learning, data mining, classification, pattern recognition, interaction, dependence, independence, constructive induction, feature construction Full text (file, 1,25 MB) |
2. Weighted cluster ensemble based on partition relevance analysis with reduction stepNejc Ilc, 2020, original scientific article Keywords: cluster analysis, cluster validity index, dimensionality reduction, ensemble learning, feature extraction, feature selection, gene expression, weighted ensemble Full text (file, 3,21 MB) This document has more files! More... |
3. Ranking by multitask learningLan Žagar, 2014, doctoral dissertation Keywords: ranking, instance ranking, multipartite ranking, binary decomposition, multitask learning, feature learning, machine learning, data mining, artificial intelligence, computer science, doctoral dissertations, theses Full text (file, 1,68 MB) |
4. Learning basic object affordances in a robotic systemBarry Ridge, 2014, doctoral dissertation Keywords: affordances, affordance learning, self-supervised learning, multi-view learning, cross-modal learning, multi-modal learning, feature relevance determination, online learning, cognitive robotics, developmental robotics, doctoral dissertations, theses Full text (file, 17,34 MB) |
5. 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, original scientific article Keywords: valves, district heating, acoustic features, feature selection, classification, machine learning Full text (file, 1,76 MB) This document has more files! More... |
6. Learning to combine local and global image information for contactless palmprint recognitionMARJAN STOIMCHEV, 2021, master's thesis/paper Keywords: Palmprint Recognition, Contactless Palmprint Images, Elastic Deformations, Convolutional Neural Networks, Deep Learning, Center Loss, Discriminative Feature Learning Full text (file, 18,55 MB) |
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8. On the interpretability of machine learning models and experimental feature selection in case of multicollinear dataFranc Drobnič, Andrej Kos, Matevž Pustišek, 2020, original scientific article Keywords: interpretable machine learning, feature multicollinearity, random forests, feature selection, feature importance, greedy feature selection Full text (file, 1,52 MB) This document has more files! More... |
9. Learning to combine local and global image information for contactless palmprint recognitionMarjan Stoimčev, Marija Ivanovska, Vitomir Štruc, 2022, original scientific article Keywords: palmprint recognition, contactless palmprint images, elastic deformations, convolutional neural networks, deep learning, ArcFace loss, center loss, discriminative feature learning Full text (file, 18,20 MB) This document has more files! More... |
10. DHF-NetChenquan Gan, Yucheng Yang, Qingyi Zhu, Deepak Kumar Jain, Vitomir Štruc, 2022, original scientific article Keywords: emotion recognition, text processing, NLP, deep learning, dialogue emotion recognition, contextual information, fine-grained information, hierarchical feature, interactive fusion Full text (file, 1,10 MB) This document has more files! More... |