Power to the People! - Meta-Algorithmic Modelling in Applied Data Science
暂无分享,去创建一个
[1] Inge van de Weerd,et al. Understanding users' behavior with software operation data mining , 2014, Comput. Hum. Behav..
[2] Niklas Lavesson,et al. User-oriented Assessment of Classification Model Understandability , 2011, SCAI.
[3] Sjaak Brinkkemper,et al. Method engineering: engineering of information systems development methods and tools , 1996, Inf. Softw. Technol..
[4] Illhoi Yoo,et al. Data Mining in Healthcare and Biomedicine: A Survey of the Literature , 2012, Journal of Medical Systems.
[5] Martin Bichler,et al. Design science in information systems research , 2006, Wirtschaftsinf..
[6] David L. Olson,et al. Comparative analysis of data mining methods for bankruptcy prediction , 2012, Decis. Support Syst..
[7] Geza Joos,et al. On the Accuracy Versus Transparency Trade-Off of Data-Mining Models for Fast-Response PMU-Based Catastrophe Predictors , 2012, IEEE Transactions on Smart Grid.
[8] Marco R. Spruit,et al. Effective and Efficient Classification of Topically-Enriched Domain-Specific Text Snippets: The TETSC Method , 2015, Int. J. Strateg. Decis. Sci..
[9] Pedro M. Domingos. A few useful things to know about machine learning , 2012, Commun. ACM.
[10] Johannes Gehrke,et al. Accurate intelligible models with pairwise interactions , 2013, KDD.
[11] Marco R. Spruit,et al. Transitioning to a Data Driven Mental Health Practice: Collaborative Expert Sessions for Knowledge and Hypothesis Finding , 2016, Comput. Math. Methods Medicine.
[12] Ian H. Witten,et al. The WEKA data mining software: an update , 2009, SKDD.
[13] David B. Fogel,et al. Techniques for Extracting Classification and Regression Rules from Artificial Neural Networks , 2003 .
[14] Huan Liu,et al. Feature selection for classification: A review , 2014 .
[15] Paulo Cortez,et al. Using sensitivity analysis and visualization techniques to open black box data mining models , 2013, Inf. Sci..
[16] John W. Tukey,et al. Exploratory Data Analysis. , 1979 .
[17] Lars Niklasson,et al. Accuracy vs. comprehensibility in data mining models , 2004 .
[18] Marco R. Spruit,et al. The Performance Mining Method: Extracting Performance Knowledge from Software Operation Data , 2015, Int. J. Bus. Intell. Res..
[19] Marco R. Spruit,et al. Historical Data Analysis through Data Mining From an Outsourcing Perspective: The Three-Phases Model , 2010, Int. J. Bus. Intell. Res..
[20] Kevin Leyton-Brown,et al. Auto-WEKA: combined selection and hyperparameter optimization of classification algorithms , 2012, KDD.
[21] Steven J. Simske. Meta-Algorithmics: Patterns for Robust, Low Cost, High Quality Systems , 2013 .