Search Results - "Dubitzky, Werner"

Guest editorial: special issue on machine learning for soccer by Berrar, Daniel, Lopes, Philippe, Davis, Jesse, Dubitzky, Werner

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Vitamin D status and its determinants in adolescents from the Northern Ireland Young Hearts 2000 cohort by Hill, Tom R., Cotter, Alice A., Mitchell, Sarah, Boreham, Colin A., Dubitzky, Werner, Murray, Liam, Strain, J. J., Flynn, Albert, Robson, Paula J., Wallace, Julie M. W., Kiely, Mairead, Cashman, Kevin D.

“…Despite recent concerns about the high prevalence of sub-clinical vitamin D deficiency in adolescents, relatively few studies have investigated the underlying…”
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Comparative study of three commonly used continuous deterministic methods for modeling gene regulation networks by Swain, Martin T, Mandel, Johannes J, Dubitzky, Werner

“…A gene-regulatory network (GRN) refers to DNA segments that interact through their RNA and protein products and thereby govern the rates at which genes are…”
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Deep learning in bioinformatics and biomedicine by Berrar, Daniel, Dubitzky, Werner

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Text mining of full-text journal articles combined with gene expression analysis reveals a relationship between sphingosine-1-phosphate and invasiveness of a glioblastoma cell line by Natarajan, Jeyakumar, Berrar, Daniel, Dubitzky, Werner, Hack, Catherine, Zhang, Yonghong, DeSesa, Catherine, Van Brocklyn, James R, Bremer, Eric G

“…Sphingosine 1-phosphate (S1P), a lysophospholipid, is involved in various cellular processes such as migration, proliferation, and survival. To date, the…”
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Review of "Computational Modeling of Genetic and Biochemical Networks" edited by James M. Bower and Hamid Bolouri by Dubitzky, Werner

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Instance-based concept learning from multiclass DNA microarray data by Berrar, Daniel, Bradbury, Ian, Dubitzky, Werner

“…Various statistical and machine learning methods have been successfully applied to the classification of DNA microarray data. Simple instance-based classifiers…”
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A data- and knowledge-driven framework for developing machine learning models to predict soccer match outcomes by Berrar, Daniel, Lopes, Philippe, Dubitzky, Werner

“…The 2023 Soccer Prediction Challenge invited the machine learning community to develop innovative methods to predict the outcomes of 736 future soccer matches…”
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Incorporating domain knowledge in machine learning for soccer outcome prediction by Berrar, Daniel, Lopes, Philippe, Dubitzky, Werner

“…The task of the 2017 Soccer Prediction Challenge was to use machine learning to predict the outcome of future soccer matches based on a data set describing the…”
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Computational Systems Biomedicine by Dubitzky, Werner

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Modeling biochemical transformation processes and information processing with Narrator by Mandel, Johannes J, Fuss, Hendrik, Palfreyman, Niall M, Dubitzky, Werner

“…Software tools that model and simulate the dynamics of biological processes and systems are becoming increasingly important. Some of these tools offer…”
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The Open International Soccer Database for machine learning by Dubitzky, Werner, Lopes, Philippe, Davis, Jesse, Berrar, Daniel

“…How well can machine learning predict the outcome of a soccer game, given the most commonly and freely available match data? To help answer this question and…”
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Reverse-engineering gene-regulatory networks using evolutionary algorithms and grid computing by Swain, Martin, Hunniford, Thomas, Dubitzky, Werner, Mandel, Johannes, Palfreyman, Niall

“…Living organisms regulate the expression of genes using complex interactions of transcription factors, messenger RNA and active protein products. Due to their…”
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Should significance testing be abandoned in machine learning? by Berrar, Daniel, Dubitzky, Werner

“…Significance testing has become a mainstay in machine learning, with the p value being firmly embedded in the current research practice. Significance tests are…”
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Towards data warehousing and mining of protein unfolding simulation data by Berrar, Daniel, Stahl, Frederic, Silva, Candida, Rodrigues, J Rui, Brito, Rui M M, Dubitzky, Werner

“…The prediction of protein structure and the precise understanding of protein folding and unfolding processes remains one of the greatest challenges in…”
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Protein folding and unfolding simulations: a new challenge for data mining by Brito, Rui M M, Dubitzky, Werner, Rodrigues, J Rui

“…One of the unsolved paradigms in molecular biology is the protein folding problem. In recent years, with the identification of several diseases as protein…”
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Guest editorial: special issue on machine learning for soccer by Berrar, Daniel, Lopes, Philippe, Davis, Jesse, Dubitzky, Werner

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Toward a system-centric global knowledge management approach to discovering (organizing and sharing) scientific knowledge from large-scale data by Dubitzky, Werner

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Editorial by Dubitzky, Werner

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Editorial by Dubitzky, Werner

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