Search Results - subject:"Machine Learning"

Utilizing Facebook pages of the political parties to automatically predict the political orientation of Facebook users

David, Esther; Zhitomirsky-Geffet, Maayan; Koppel, Moshe; … - In: Online Information Review 40 (2016) 5, pp. 610-623

Purpose Social network sites have been widely adopted by politicians in the last election campaigns. To increase the effectiveness of these campaigns the potential electorate is to be identified, as targeted ads are much more effective than non-targeted ads. Therefore, the purpose of this paper...

Persistent link: https://www.econbiz.de/10014967040

Novel Computationally Intelligent Machine Learning Algorithms for Data Mining and Knowledge Discovery

Gheyas, Iffat A. - 2009

This thesis addresses three major issues in data mining regarding feature subset selection in large dimensionality domains, plausible reconstruction of incomplete data in cross-sectional applications, and forecasting univariate time series. For the automated selection of an optimal subset of...

Persistent link: https://www.econbiz.de/10009465839

Medical decision support systems based on machine learning

Chi, Chih-Lin - 2009

This dissertation discusses three problems from different areas of medical research and their machine learning … of mortality, complication, and travel distance. Both machine learning and optimization techniques are utilized in this … type of decision support system. Machine learning methods, such as Support Vector Machines, learn a decision function. Next …

Persistent link: https://www.econbiz.de/10009466044

Modeling and Informatics Advances in Medicine and HealthCare -- basic research, clinical decision making, and efficient delivery

Lee, Eva K. - 2009

We present systems approaches for engineering medical and the healthcare delivery processes. Part 1 of the talk focuses on medical care processes. Specifically, we discuss our innovative technological advances in health and (bio)medical informatics that assist in health risk prediction, early...

Persistent link: https://www.econbiz.de/10009475807

Dispatching rule selection with Gaussian processes

Heger, Jens; Hildebrandt, Torsten; Scholz-Reiter, Bernd - In: Central European journal of operations research : CEJOR … 23 (2015) 1, pp. 235-249

Persistent link: https://www.econbiz.de/10010482117

Transforming hospital emergency department workflow and patient care

Lee, Eva K.; Atallah, Hany Y.; Wright, Michael D.; … - In: Interfaces : the INFORMS journal on the practice of … 45 (2015) 1, pp. 58-82

Persistent link: https://www.econbiz.de/10010497583

A machine learning approach to create blocking criteria for record linkage

Giang, Phan H. - In: Health care management science 18 (2015) 1, pp. 93-105

Persistent link: https://www.econbiz.de/10010502691

Accept/decline decision module for the liver simulated allocation model

Kim, Sang-Phil; Gupta, Diwakar; Israni, Ajay K.; … - In: Health care management science 18 (2015) 1, pp. 35-57

Persistent link: https://www.econbiz.de/10010502704

Forecasting the US real house price index

Plakandaras, Vasilios; Gupta, Rangan; Gkonkas, Periklēs; … - In: Economic modelling 45 (2015), pp. 259-267

Persistent link: https://www.econbiz.de/10011334082

Evaluation of the effect of a continuous treatment : a machine learning approach with an application to treatment for traumatic brain injury

Kreif, Noémi; Grieve, Richard; Díaz, Iván; Harrison, … - In: Health economics 24 (2015) 9, pp. 1213-1228

Persistent link: https://www.econbiz.de/10011334087