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131. Gaussian mixture model based classification revisited
Branislav Panić, Jernej Klemenc, Marko Nagode, 2020, original scientific article

Keywords: Gaussian mixture models, classification, bearing fault estimation, parameter estimation, performance of classification methods
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132. Superposition and compression of deep neutral networks
Marko Zeman, 2020, master's thesis

Keywords: Artificial Intelligence, Machine Learning, Deep Learning, Convolutional Neural Networks, Model Compression, Superposition of Models
Full text (file, 2,79 MB)

133. Corruption
Sandra Damijan, 2023, original scientific article

Keywords: transitional economics, corruption, costs, corruption concept, corruption models, costs of corruption, transition countries
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134. Exact time-dependent solutions of interacting systems
Katja Klobas, 2020, doctoral dissertation

Keywords: statistical physics, nonequilibrium statistical mechanics, solvable lattice models, cellular automata, solitons, exact results, matrix product states, transport
Full text (file, 3,14 MB)

135. Recovery of superquadric parameters from depth images using deep learning
Tim Oblak, 2020, master's thesis

Keywords: superquadrics, parametric models, reconstruction, 3D, deep learning, convolutional neural networks, CNN, parameter recovery
Full text (file, 8,69 MB)

136. Tools for BIM-GIS integration (IFC georeferencing and conversions)
Francesca Noardo, Lars Harrie, Ken Arroyo Ohori, Filip Biljecki, Claire Ellul, Thomas Krijnen, Helen Eriksson, Dogus Guler, Dean Hintz, Mojgan A. Jadidi, Maria Pla, Santi Sanchez, Ville-Pekka Soini, Rudi Stouffs, Jernej Tekavec, Jantien E. Stoter, 2020, original scientific article

Keywords: geodesy, georeferencing, conversions, interoperability, CityGML, Industry Foundation Classes, Building Information Models, 3D city models, standards
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137. A comparison of computational models for wrinkling of pressurized shell-core systems
Boštjan Brank, Tomo Veldin, Marko Lavrenčič, Miha Brojan, 2020, original scientific article

Keywords: civil engineering, structures, modeling, surface wrinkling, finite element models, core-shell spheres, energy-decaying
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138. Visual inspection system for anomaly detection on KTL coatings using variational autoencoders
Nejc Kozamernik, Drago Bračun, 2020, published scientific conference contribution

Keywords: surface defect inspection, imaging system, anomaly detection, deep generative models, variational autoencoders
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139. Factors impacting energy-efficient retrofits in the residential sector
Janez Dolšak, Nevenka Hrovatin, Jelena Zorić, 2020, original scientific article

Keywords: Slovenia, energy, electricity, information sources, energy-efficient retrofits, household behaviour, free-riding effect, retrospective panel data, discrete choice models
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140. Seismic performance assessment of non-code-conforming and code-conforming supporting structures of elevated tanks using conventional and risk-based decision models
Stefano Caprinozzi, Matjaž Dolšek, 2021, original scientific article

Keywords: steel storage tanks, petrochemical plant, seismic fragility analysis, risk analysis, decision models, seismic action
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