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Minimum redundancy feature selection / Mutual information / Feature selection / ARACNE / Total correlation / Biological network inference / Supervised learning / Bayesian network / Gene regulatory network / Statistics / Information theory / Networks


Information-Theoretic Inference of Large Transcriptional Regulatory Networks
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2 EURASIP Journal / Neural Information Processing Systems / MIT Press / MINIMUM REDUNDANCY NETWORKS / Creative Commons / EURASIP Journal / Hindawi Publishing Corporation / John Wiley & Sons / /

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transcription control networks / induction algorithms / biochemical regulatory network / cellular networks / artificial network / supervised classification learning algorithms / relevance networks / namely relevance networks / local search heuristics / structure learning algorithms / large networks / search strategy / chemotherapeutic susceptibility using relevance networks / regulatory networks / information relevance networks / Relevance network / orientation algorithms / intervals algorithm / cerevisiae source networks / approximate power-law distribution / non sparse target networks / inference scalable to large networks / transcriptional regulatory networks / genetic network / inference algorithm / genetic networks / gene regulatory networks / selection algorithms / tree algorithm / data processing inequality / search space / gene-to-gene network / greedy search starts / /

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MRNET / /

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National Science Foundation / MIT / National Academy of Sciences / Computer Science Department / National Basketball Association / /

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G. D. Tourassi / E. D. Frederick / Frederic Lafitte / Patrick E. Meyer / Berry II / Morgan Kaufmann / C. E. Floyd Jr. / M. K. Markey / Kevin Kontos / /

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Machine Learning / PLoS Biology / Physical Review Letters / Proceedings of the National Academy of Sciences / IEEE Transactions on Information Theory / Lecture Notes in Computer Science / /

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Bioinformatics / comparing induction algorithms / intervals algorithm / inference algorithm / Machine Learning / Chow-Liu tree algorithm / Feature selection algorithms / given The algorithm / two algorithms / orientation algorithms / MRMR algorithm / artificial intelligence / DNA Chip / gene expression / CLR algorithm The CLR algorithm / structure learning algorithms / CLR algorithm / supervised classification learning algorithms / simulation / /

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