Time to CARE: a collaborative engine for practical disease prediction
作者： Darcy A. Davis , Nitesh V. Chawla , Nicholas A. Christakis , Albert-László Barabási
DOI: 10.1007/S10618-009-0156-Z
关键词:
摘要: The monumental cost of health care, especially for chronic disease treatment, is quickly becoming unmanageable. This crisis has motivated the drive towards preventative medicine, …
unirioja.es
barabasi.com
acm.org
springer.com参考文章(42)
Miha Grčar, Blaž Fortuna, Dunja Mladenič, Marko Grobelnik, kNN Versus SVM in the Collaborative Filtering Framework Studies in Classification, Data Analysis, and Knowledge Organization. pp. 251- 260 ,(2006) , 10.1007/3-540-34416-0_27
Miha Grčar, Dunja Mladenič, Blaž Fortuna, Marko Grobelnik, Data Sparsity Issues in the Collaborative Filtering Framework Advances in Web Mining and Web Usage Analysis. pp. 58- 76 ,(2006) , 10.1007/11891321_4
Thomas G. Dietterich, Ensemble Methods in Machine Learning Multiple Classifier Systems. pp. 1- 15 ,(2000) , 10.1007/3-540-45014-9_1
O. Cordón, F. Herrera, J. de la Montaña, A.M. Sánchez, P. Villar, A Prediction System for Cardiovascularity Diseases Using Genetic Fuzzy Rule-Based Systems ibero american conference on ai. pp. 381- 391 ,(2002) , 10.1007/3-540-36131-6_39
Thomas Hofmann, Jan Puzicha, Latent class models for collaborative filtering international joint conference on artificial intelligence. pp. 688- 693 ,(1999)
David Heckerman, David Maxwell Chickering, Christopher Meek, Robert Rounthwaite, Carl Kadie, Dependency networks for inference, collaborative filtering, and data visualization Journal of Machine Learning Research. ,vol. 1, pp. 49- 75 ,(2001) , 10.1162/153244301753344614
Gerard Salton, Michael J. McGill, Introduction to Modern Information Retrieval ,(1983)
JANET B. MITCHELL, THOMAS BUBOLZ, JOHN E. PAUL, CHRIS L. PASHOS, JOS?? J. ESCARCE, LAWRENCE H. MUHLBAIER, JOHN M. WIESMAN, WANDA W. YOUNG, ROBERTS. EPSTEIN, JONATHAN C JAVITT, Using Medicare Claims for Outcomes Research Medical Care. ,vol. 32, ,(1994) , 10.1097/00005650-199407001-00004
Jonathan L. Herlocker, Joseph A. Konstan, Loren G. Terveen, John T. Riedl, Evaluating collaborative filtering recommender systems ACM Transactions on Information Systems. ,vol. 22, pp. 5- 53 ,(2004) , 10.1145/963770.963772
Charles E. Kahn, Collaborative filtering to improve navigation of large radiology knowledge resources. Journal of Digital Imaging. ,vol. 18, pp. 131- 137 ,(2005) , 10.1007/S10278-004-1910-9