Michal Draminski

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Publications (24)

• Unveiling epigenetic regulatory elements associated with breast cancer development
  2024 DOI: 10.1101/2024.11.12.623187
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• Comprehensive analysis of the transcription factor REST regulatory networks in IDH-mutant and IDH-wild type glioma
  2022 DOI: 10.1101/2022.07.28.501927
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• Mapping chromatin accessibility and active regulatory elements reveals new pathological mechanisms in human gliomas
  [Nature Communications] 2021 DOI: 10.1101/867861
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• Rmcfs: An R package for monte carlo feature selection and interdependency discovery
  Journal of Statistical Software 2018 DOI: 10.18637/jss.v085.i12
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• Unveiling new interdependencies between significant DNA methylation sites, gene expression profiles and glioma patients survival
  Scientific Reports 2018 DOI: 10.1038/s41598-018-22829-1
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• ADX algorithm for supervised classification
  Studies in Computational Intelligence 2016 DOI: 10.1007/978-3-319-18781-5_3
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• What NEKST?—semantic search engine for polish internet
  Studies in Computational Intelligence 2016 DOI: 10.1007/978-3-319-30165-5_16
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• ADX algorithm for supervised classification
  Challenges in Computational Statistics and Data Mining 2015 DOI: 10.1007/978-3-319-18781-5_3
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• Lazy walks versus walks with backstep: Flavor of PageRank
  Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014 2014 DOI: 10.1109/WI-IAT.2014.42
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• A calculus for personalized Page rank
  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2013 DOI: 10.1007/978-3-642-38634-3_24
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• Random reducts: A Monte Carlo rough set-based method for feature selection in large datasets
  Fundamenta Informaticae 2013 DOI: 10.3233/FI-2013-909
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• Stabilization of users profiling processed by metaclustering of web pages
  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2013 DOI: 10.1007/978-3-642-38634-3_20
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• Accelerating PageRank computations
  Control and Cybernetics 2011
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• The Monte Carlo feature selection and interdependency discovery is unbiased
  Control and Cybernetics 2011
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• Computational analysis of molecular interaction networks underlying change of HIV-1 resistance to selected reverse transcriptase inhibitors
  Bioinformatics and Biology Insights 2010 DOI: 10.4137/BBI.S6247
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• Monte carlo feature selection and interdependency discovery in supervised classification
  Studies in Computational Intelligence 2010 DOI: 10.1007/978-3-642-05179-1_17
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• Semantic information within the BEATCA framework
  Control and Cybernetics 2010
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• Towards the notion of typical documents in large collections of documents
  Visual Analytics and Interactive Technologies: Data, Text and Web Mining Applications 2010 DOI: 10.4018/978-1-60960-102-7.ch001
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• Monte Carlo feature selection for supervised classification
  Bioinformatics 2008 DOI: 10.1093/bioinformatics/btm486
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• Techniques and technologies behind maps of internet and intranet document collections
  Studies in Computational Intelligence 2007 DOI: 10.1007/978-3-540-37017-8_7
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