1. Argument based machine learningMartin Možina, 2009, doktorska disertacija Ključne besede: artificial intelligence, machine learning, background knowledge, domain knowledge, argument based machine learning, ABML, CN2, ABCN2, extreme value corection, computer science, doctoral dissertations, theses
Celotno besedilo (datoteka, 1,15 MB) |
2. Automated assessment of nanoparticle influence on giant lipid vesicles from video microscopy for bio-nano interaction studiesJernej Zupanc, 2011, doktorska disertacija Ključne besede: image segmentation, lipid vesicles, video microscopy, mosaic, nanoparticles, nanotoxicity, large scale microscopy, virtual microscopy, computer science, doctoral dissertations, theses
Celotno besedilo (datoteka, 3,34 MB) |
3. Visualization and analysis of the space of prediction modelsMiha Štajdohar, 2012, doktorska disertacija Ključne besede: vizualizacija informacij, analiza podatkov, vizualno odkrivanje znanja v podatkih, strojno učenje, klasifikacija, uvrščanje, razpoznavanje vzorcev, meta učenje, kombiniranje algoritmov strojnega učenja, risanje omrežij, analiza omrežij, optimizacija ponazoritve omrežij, odkrivanje gruč v omrežjih, information visualization, exploratory data analysis, visual data mining, machine learning, data mining, meta learning, ensemble learning, network layout optimization, network analysis, community deetection in graphs, computer science, doctoral dissertations, theses
Celotno besedilo (datoteka, 39,32 MB) |
4. Text mining using data compression modelsAndrej Bratko, 2012, doktorska disertacija Ključne besede: text mining, compression, instance selection, active learning, k-means initialization, spam filtering, lexical stress assignment, computer science, doctoral dissertations, theses
Celotno besedilo (datoteka, 7,49 MB) |
5. A functional and performance-oriented comparison of transition mechanisms for internet transition from IPv4 to IPv6 protocolNejc Škoberne, 2013, doktorska disertacija Ključne besede: IPv6 transition, Ipv4 address sharing, carrier grade NAT (CGN), address plus port (A+P), performance evaluation, address family translation, network address translation (NAT), tunneling, doctoral dissertations, theses
Celotno besedilo (datoteka, 16,83 MB) |
6. Graph-based models for multi-document summarizationErcan Canhasi, 2014, doktorska disertacija Ključne besede: multi-document summarization, archetypal analysis, weighted archetypal analysis, weighted hierarchical archetypal analysis, matrix decomposition, content-graph joint model, multi-element graph, query-focused summarization, update summarization, comparative summarization, doctoral dissertations, theses
Celotno besedilo (datoteka, 2,51 MB) |
7. Ranking by multitask learningLan Žagar, 2014, doktorska disertacija Ključne besede: ranking, instance ranking, multipartite ranking, binary decomposition, multitask learning, feature learning, machine learning, data mining, artificial intelligence, computer science, doctoral dissertations, theses
Celotno besedilo (datoteka, 1,68 MB) |
8. 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) |
9. Building relational spacesGitte Juul, 2021, doktorska disertacija Ključne besede: doctoral dissertations, open spaces, community, linearity of building, research, planning, vulnerable groups
Celotno besedilo (datoteka, 77,09 MB) |
