1. Attribute interactions in machine learningAleks Jakulin, 2002, master's thesis Keywords: machine learning, data mining, classification, pattern recognition, interaction, dependence, independence, constructive induction, feature construction Full text (outside link) |
2. Acceleration of information-theoretic data analysis with graphics processing unitsDavor Sluga, Tomaž Curk, Blaž Zupan, Uroš Lotrič, 2012, original scientific article Keywords: informacijsko-teoretične mere, podatkovno rudarjenje, paralelizacija, CUDA, information-theoretic measures, data mining, parallelization, CUDA Full text (outside link) |
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4. Explanation and reliability of prediction modelsErik Štrumbelj, Zoran Bosnić, Igor Kononenko, Branko Zakotnik, Cvetka Grašič-Kuhar, 2010, original scientific article Keywords: podatkovno rudarjenje, strojno učenje, rak dojke, razlaga, zanesljivost, data mining, machine learning, breast cancer, reliability Full text (outside link) |
5. Stage prediction of embryonic stem cell differentiation from genome-wide expression dataLan Žagar, Francesca Mulas, Silvia Garagna, Maurizio Zuccotti, Riccardo Bellazzi, Blaž Zupan, 2011, original scientific article Keywords: napoved stopnje razvoja, difernciacija, genski izrazi, odkrivanje znanj iz podatkov, stage prediction, differentiation, gene expression, data mining Full text (outside link) |
6. Supporting regenerative medicine by integrative dimensionality reductionFrancesca Mulas, Lan Žagar, Blaž Zupan, Riccardo Bellazzi, 2012, original scientific article Keywords: napoved stopnje razvoja, diferenciacija, zlivanje podatkov, odkrivanje znanj iz podatkov, stage prediction, differentiation, data fusion, data mining Full text (outside link) |
7. Quality of classification explanations with PRBFMarko Robnik Šikonja, Igor Kononenko, Erik Štrumbelj, 2012, original scientific article Keywords: strojno učenje, umetna inteligenca, izkopavanje podatkov, razlaga klasifikacije, razlaga modelov, razumljivost modelov, verjetnostne RBF mreže, vizualizacija modelov, teorija iger, machine learning, artificial intelligence, data mining, classification explanation, model explanation, model comprehensibility, probabilistic RBF networks, model visualization, game theory Full text (outside link) |
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9. Inorganic crystal structure predictionAnton Meden, 2006, review article Keywords: anorganska kemija, strukturna kemija, kristalografija, kristalna struktura, koordinacijske spojine, napoved strukture anorganskih spojin, kristalno-kemijska analiza, določitev strukture, rentgenska praškovna difrakcija, kvantno-kemijski izračun, anorganske spojine, kristali, inorganic crystal structure prediction, data mining, quantum chemical calculation Full text (outside link) |
10. Quantifying and Visualizing Attribute Interactions: An Approach Based on EntropyAljoša Podojsteršek, Aleks Jakulin, Ivan Bratko, 2003 Keywords: Interaction, Dependence, Mutual Information, Interaction Information, Myopia, Fragmentation, Conditional Independence, Machine Learning, Data Mining, Data Analysis, Information Visualization Full text (outside link) |