1. Learning basic object affordances in a robotic systemBarry Ridge, 2014, doktorska disertacija Ključne besede: 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 Celotno besedilo (datoteka, 17,34 MB) |
2. General Purpose Optimization Library (GPOL)Illya Bakurov, Marco Buzzelli, Mauro Castelli, Leonardo Vanneschi, Raimondo Schettini, 2021, izvirni znanstveni članek Ključne besede: optimization, evolutionary computation, swarm intelligence, local search, continuous
optimization, combinatorial optimization, inductive programming, supervised machine learning Celotno besedilo (datoteka, 659,19 KB) Gradivo ima več datotek! Več... |
3. Semi-supervised vibration-based classification and condition monitoring of compressorsPrimož Potočnik, Edvard Govekar, 2017, izvirni znanstveni članek Ključne besede: condition monitoring, reciprocating compressors, classification, semi-supervised, neural networks, extreme learning machines Celotno besedilo (datoteka, 4,67 MB) Gradivo ima več datotek! Več... |
4. Risk stratification of patients for development of cardiac diseases using knowledge transferAleš Papič, 2019, magistrsko delo/naloga Ključne besede: risk stratification, cardiovascular diseases, machine learning, knowledge transfer, semi-supervised learning, active learning, fuzzy learning, supervised clustering, partially labeled examples Celotno besedilo (datoteka, 876,83 KB) |
5. Preference elicitation with argument-based machine learningJure Grabnar, 2020, magistrsko delo Ključne besede: knowledge acquisition, preference elicitation, argument-based machine learning, convolutional neural networks, weakly supervised object localization, transfer learning, online dating Celotno besedilo (datoteka, 21,57 MB) |
6. Hidden Markov model-based smart annotation for benchmark cyclic activity recognition database using wearablesChristine F. Martindale, Sebastijan Šprager, Björn M. Eskofier, 2019, izvirni znanstveni članek Ključne besede: activity recognition, benchmark database, gait analysis, inertial measurement unit, gait phases, cyclic activities, home monitoring, smart annotation, semi-supervised learning Celotno besedilo (datoteka, 1,80 MB) Gradivo ima več datotek! Več... |
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9. CLUSPLUSMatej Petković, Jurica Levatić, Dragi Kocev, Martin Breskvar, Sašo Džeroski, 2023, izvirni znanstveni članek Ključne besede: machine learning, multi-target regression, multi-label classification, decision trees, feature importance, semi-supervised learning, random forests Celotno besedilo (datoteka, 563,19 KB) Gradivo ima več datotek! Več... |