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101. Quasar
Marko Toplak, Stuart T. Read, Christophe Sandt, Ferenc Borondics, 2021, original scientific article

Keywords: open source, machine learning, visual programming, data exploration, data analysis, spectroscopy
Full text (file, 1,46 MB) This document has more files! More...

102. Advanced construction progress management with BEXEL Manager
Iuri Gonçalves Rodrigues, 2022, master's thesis

Keywords: civil engineering, master thesis, BIM, construction management, construction works, progress monitoring, earned value analysis, machine learning
Full text (file, 7,04 MB)

103. Cross-lingual word embeddings for knowledge transfer in less-represented languages
Tadej Škvorc, 2022, doctoral dissertation

Keywords: natural language processing, deep learning, neural networks, machine learning, text embeddings, knowledge transfer, idiom detection, conference scheduling, multilingual embeddings, contextual embeddings
Full text (file, 1,21 MB)

104. Evaluation and Comparison of Data Mining and Machine Learning Capabilities Within Relational Database Management Systems
Vanda Antolović, 2022, master's thesis

Keywords: machine learning, data mining, RDBMS, classification, regression, training time
Full text (file, 1,28 MB)

105. Predicting Bitcoin’s volatility
Jan Pristovnik, 2022, master's thesis

Keywords: volatility, forecasting, time series, cryptocurrency, time-series analysis, machine learning, recurrent neural networks, LSTM
Full text (file, 10,26 MB)

106. Deep learning in neuroimaging data analysis
Lev Kiar Avberšek, Grega Repovš, 2022, original scientific article

Keywords: artificial intelligence, machine learning, deep learning, neuroimaging, neuroscience, data analysis, computational models, cognitive processes, learning, neural networks
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107. Analysis of cognitive disorders using machine learning methods
JAKOB TADEJ UDOVIČ, 2023, undergraduate thesis

Keywords: Parkinson's disease, cognitive diseases, machine learning, artificial inteligence, time-series, clustering
Full text (file, 1,16 MB)

108. To BAN or not to BAN
Kristian Miok, Blaž Škrlj, Daniela Zaharie, Marko Robnik Šikonja, 2022, original scientific article

Keywords: natural language processing, machine learning, transformer neural networks, Bayesian neural networks, BERT models, prediction uncertainty, reliability estimation, Monte Carlo dropout, Bayesian BERT, sentic computing, model calibration
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109. Thermal investigations on a CNC lathe fitted with a dynamically enhanced steel-reinforced epoxy granite bed
Mula Venkata Ramana, Thyla Pudukarai Ramaswamy, Elango Subramanian, Shanmugam Chinnuraj, 2023, original scientific article

Keywords: precision machine tools, thermal error, steel reinforcement, epoxy granite
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110. Machine learning-assisted non-destructive plasticizer identification and quantification in historical PVC objects based on IR spectroscopy
Tjaša Rijavec, David Ribar, Jernej Markelj, Matija Strlič, Irena Kralj Cigić, 2022, original scientific article

Keywords: machine learning, plasticizer, PVC, IR spectroscopy, historical objects, analytical chemistry, computational methods, infrared spectroscopy, polymer chemistry
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