1. Robustni pristopi k vizualnemu učenju in razpoznavanju na osnovi podprostorovDanijel Skočaj, 2003, doctoral dissertation Keywords: visual learning, robust learning, robust recognition, weighted learning, missing pixels, incremental learning, subspace methods, principal component analysis, appearance-based modeling, view centred approach, computer vision, dissertations Full text (file, 2,64 MB) |
2. Computational approaches for gene network discoveryTomaž Curk, 2007, doctoral dissertation Keywords: machine learning, bioinformatics, visualization, rule-based clustering, gene networks, functional genomics, modeling regulation of gene expression, decomposition of gene expression profile signatures, dissertations Full text (file, 1,64 MB) |
3. Real time panoramic depth imaging using standard camerasPeter Peer, 2003, doctoral dissertation Keywords: computer vision, stereo vision, reconstruction, depth image, multiperspective panoramic image, mosaicing, motion parallax effect, standard camera, real time, depth sensor, dissertations Full text (file, 2,83 MB) |
4. Argument based machine learningMartin Možina, 2009, doctoral dissertation Keywords: artificial intelligence, machine learning, background knowledge, domain knowledge, argument based machine learning, ABML, CN2, ABCN2, extreme value corection, computer science, doctoral dissertations, theses Full text (file, 1,15 MB) |
5. Automated assessment of nanoparticle influence on giant lipid vesicles from video microscopy for bio-nano interaction studiesJernej Zupanc, 2011, doctoral dissertation Keywords: image segmentation, lipid vesicles, video microscopy, mosaic, nanoparticles, nanotoxicity, large scale microscopy, virtual microscopy, computer science, doctoral dissertations, theses Full text (file, 3,34 MB) |
6. Visualization and analysis of the space of prediction modelsMiha Štajdohar, 2012, doctoral dissertation Keywords: 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 Full text (file, 39,32 MB) |
7. Text mining using data compression modelsAndrej Bratko, 2012, doctoral dissertation Keywords: text mining, compression, instance selection, active learning, k-means initialization, spam filtering, lexical stress assignment, computer science, doctoral dissertations, theses Full text (file, 7,49 MB) |
8. A functional and performance-oriented comparison of transition mechanisms for internet transition from IPv4 to IPv6 protocolNejc Škoberne, 2013, doctoral dissertation Keywords: 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 Full text (file, 16,83 MB) |
9. Graph-based models for multi-document summarizationErcan Canhasi, 2014, doctoral dissertation Keywords: 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 Full text (file, 2,51 MB) |
10. 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) |