81. Integration of omics data to generate and analyse COVID-19 specific genome-scale metabolic modelsTadeja Režen, Alexandre Martins, Miha Mraz, Nikolaj Zimic, Damjana Rozman, Miha Moškon, 2022, original scientific article Keywords: COVID-19, genome-scale metabolic models, model extraction methods, context-specific models, metabolic enrichment analysis Full text (file, 943,80 KB) This document has more files! More... |
82. Self-adaptive approximate mobile deep learningTimotej Knez, Octavian-Mihai Machidon, Veljko Pejović, 2021, original scientific article Keywords: mobile sensing, neural networks, dynamic optimization, quantization, DNN slimming Full text (file, 1,50 MB) This document has more files! More... |
83. Assessment and evaluation of force–velocity variables in flywheel squatsDarjan Spudić, Robert Cvitkovič, Nejc Šarabon, 2021, original scientific article Keywords: sport, reproducibility, isoinertia, concurrent validity, eccentric overload Full text (file, 1,23 MB) This document has more files! More... |
84. Analysis of machine learning algorithms for anomaly detection on edge devicesAleks Huč, Jakob Šalej, Mira Trebar, 2021, original scientific article Keywords: machine learning, classification, edge computing, imbalanced dataset, training dataset, anomaly detection, clustering Full text (file, 10,89 MB) This document has more files! More... |
85. Gene expression levels of the prolyl hydroxylase domain proteins PHD1 and PHD2 but not PHD3 are decreased in primary tumours and correlate with poor prognosis of patients with surgically resected non-small-cell lung cancerAna Koren, Matija Rijavec, Tomaž Krumpestar, Izidor Kern, Aleksander Sadikov, Tanja Čufer, Peter Korošec, 2021, original scientific article Keywords: non-small-cell lung cancer, mRNA expression, prolyl hydroxylase domain proteins, carcinoma, prognosis Full text (file, 754,45 KB) This document has more files! More... |
86. Comparison of in-situ chlorophyll-a time series and Sentinel-3 Ocean and Land Color Instrument data in Slovenian national waters (Gulf of Trieste, Adriatic Sea)El Khalil Cherif, Patricija Mozetič, Janja Francé, Vesna Flander-Putrle, Jana Faganeli Pucer, Martin Vodopivec, 2021, original scientific article Keywords: hydrobiology, coastal waters, Gulf of Trieste, chlorophyll-a, Sentinel-3, OLCI, machine learning Full text (file, 5,76 MB) This document has more files! More... |
87. An approximate GEMM unit for energy-efficient object detectionRatko Pilipović, Vladimir Risojević, Janko Božič, Patricio Bulić, Uroš Lotrič, 2021, original scientific article Keywords: approximate computing, logarithmic multiplier, computer arithmetic, energy-efficient processing, tensor core, approximate general matrix multiplication, GEMM, matrix core, approximate multipliers, convolutional neural networks, object detection, YOLOv4-tiny, honeybee detection Full text (file, 4,22 MB) This document has more files! More... |
88. A hybrid radix-4 and approximate logarithmic multiplier for energy efficient image processingUroš Lotrič, Ratko Pilipović, Patricio Bulić, 2021, original scientific article Keywords: approximate multiplier, approximate computing, arithmetic circuit design, hybrid encoding, radix-4 encoding, logarithmic encoding, energy-efficient processing Full text (file, 5,05 MB) This document has more files! More... |
89. Inertial sensor-based step length estimation model by means of principal component analysisMelanija Vezočnik, Roman Kamnik, Matjaž B. Jurič, 2021, original scientific article Keywords: gait model, inertial sensors, open-source dataset, smartphone, step length estimation model Full text (file, 1,63 MB) This document has more files! More... |
90. Escherichia coli affects expression of circadian clock genes in human hepatoma cellsUrša Kovač, Zala Žužek, Lucija Raspor Dall'Olio, Katka Pohar, Alojz Ihan, Miha Moškon, Damjana Rozman, Marjanca Starčič Erjavec, 2021, original scientific article Keywords: intestinal microbiota, Escherichia coli, circadian clock, circadian rhythm, HepG2 Full text (file, 1,59 MB) This document has more files! More... |