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Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View

, , , , , , , , , , , and . Journal of Medical Internet Research, 18 (12): e323+ (Dec 16, 2016)
DOI: 10.2196/jmir.5870

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An Induction Algorithm with Selection Significance Based on a Fuzzy Derivative., and . HIS, page 223-235. Physica-Verlag, (2001)An Interactive Knowledge-based Learning Environment for Transferring Health Knowledge.. ACSW, volume 68 of CRPIT, page 207-207. Australian Computer Society, (2007)A Hybrid Feature Selection With Ensemble Classification for Imbalanced Healthcare Data: A Case Study for Brain Tumor Diagnosis., , , , , and . IEEE Access, (2016)Tools for placing legal decision support systems on the world wide web., , and . ICAIL, page 206-214. ACM, (2001)Visualizing Association Rules for feedback within the legal system., , and . ICAIL, page 214-223. ACM, (2003)AWSum - Data Mining for Insight., , , and . ADMA, volume 5139 of Lecture Notes in Computer Science, page 524-531. Springer, (2008)Deliberative discourse and reasoning from generic argument structures., and . AI Soc., 23 (3): 353-377 (2009)A stochastic version of Expectation Maximization algorithm for better estimation of Hidden Markov Model., , and . Pattern Recognit. Lett., 30 (14): 1301-1309 (2009)Comparative Analysis of Genetic Algorithm, Simulated Annealing and Cutting Angle Method for Artificial Neural Networks., , , and . MLDM, volume 3587 of Lecture Notes in Computer Science, page 62-70. Springer, (2005)A New Supervised Term Ranking Method for Text Categorization., , and . Australasian Conference on Artificial Intelligence, volume 6464 of Lecture Notes in Computer Science, page 102-111. Springer, (2010)