Big data analytics for preventive medicine
作者： Muhammad Imran Razzak , Muhammad Imran , Guandong Xu
DOI: 10.1007/S00521-019-04095-Y
关键词:
摘要: … To relieve the sequential bottlenecks, parallel frequent-pattern discovery algorithms exploit parallel and distributed computing resources. FP-growth counts item occurrence and stores …
springer.com
sci-hub.se 参考文章(209)
Tyler McCormick, Cynthia Rudin, David Madigan, A Hierarchical Model for Association Rule Mining of Sequential Events: An Approach to Automated Medical Symptom Prediction SSRN Electronic Journal. ,(2011) , 10.2139/SSRN.1736062
Mai Shouman, Tim Turner, Rob Stocker, Using decision tree for diagnosing heart disease patients australasian data mining conference. pp. 23- 30 ,(2011)
Huiyu Zhou, Huosheng Hu, Nigel D. Harris, Wearable inertial sensors for arm motion tracking in home-based rehabilitation IAS. pp. 930- 937 ,(2006)
G. NaliniPriya, A. Kannan, P. Anandhakumar, A Knowledgeable Decision Tree Classification Model for Multivariate Heart Disease Data-A Boon to Healthcare international symposium on intelligence computation and applications. pp. 459- 467 ,(2012) , 10.1007/978-3-642-34289-9_51
Marc Boullé, Compression-Based Averaging of Selective Naive Bayes Classifiers Journal of Machine Learning Research. ,vol. 8, pp. 1659- 1685 ,(2007)
Petr Berka, Jan Rauch, Mining and post-processing of association rules in the atherosclerosis risk domain international conference on information technology. pp. 110- 117 ,(2010) , 10.1007/978-3-642-15020-3_11
Milos Hauskrecht, Shyam Visweswaran, Gilles Clermont, Gregory F Cooper, James Mezger, A statistical approach for detecting deviations from usual medical care. american medical informatics association annual symposium. pp. 1051- ,(2007)
Lucia Sacchi, Mario Stefanelli, Riccardo Bellazzi, Pietro Fratino, Carlo Cerra, Stefano Concaro, Temporal data mining for the assessment of the costs related to diabetes mellitus pharmacological treatment. american medical informatics association annual symposium. ,vol. 2009, pp. 119- 123 ,(2009)
Genevieve B. Melton, Serguei Pakhomov, Bridget T. McInnes, Rui Zhang, Evaluating measures of redundancy in clinical texts american medical informatics association annual symposium. ,vol. 2011, pp. 1612- 1620 ,(2011)
Sujata Joshi, Mydhili K. Nair, Prediction of Heart Disease Using Classification Based Data Mining Techniques Computational Intelligence in Data Mining - Volume 2. pp. 503- 511 ,(2015) , 10.1007/978-81-322-2208-8_46