نتایج جستجو برای: partial least square regression

تعداد نتایج: 980409  

2002
Lin Liang Hong Chen Ying-Qing Xu Harry Shum

In this paper, we present a system that automatically generates caricatures from input face images. From example caricatures drawn by an artist, our caricature system learns how an artist draws caricatures. In our approach, we decouple the process of caricature generation into two parts, i.e., shape exaggeration and texture style transferring. The exaggeration of a caricature is accomplished by...

2009
Jen-Her Wu Hao-Yun Kao Vallabh Sambamurthy

This study presents a conceptual model to investigate the e-health readiness required by healthcare organization and the impact of such readiness in enhancing e-health transformation success. A scale to measure e-health readiness was developed and validated; then it was used to collect the large-scale survey data. The partial least squares (PLS) method was used to empirically test the conceptua...

Journal: :International Journal of Control and Automation 2017

Journal: :Journal of the American Statistical Association 2011

Journal: :IJHISI 2010
Stacy Bourgeois Ulku Yaylacicegi

Electronic health records (EHRs) have been proposed as a sustainable solution for improving the quality of medical care. This study investigates how EHR use, as implemented and utilized, impacts patient safety and quality performance. Data in this paper include nonfederal acute care hospitals in the state of Texas, and the data sources include the American Hospital Association, the Dallas Fort ...

Journal: :Decision Support Systems 2011
Hyeseon Lee Yeonhee Lee Hyunbo Cho Kwanyoung Im Yong Seog Kim

In a very competitive mobile telecommunication business environment, marketing managers need a business intelligence model that allows them to maintain an optimal (at least a near optimal) level of churners very effectively and efficiently while minimizing the costs throughout their marketing programs. As a first step toward optimal churn management program for marketing managers, this paper fo...

Journal: :Computational Statistics & Data Analysis 2008
Stéphanie Bougeard Mohamed Hanafi Mostafa El Qannari

In this paper, we discuss new formulations of both redundancy analysis (RA) and partial least squares regression (PLS) which clearly show the connection between these two methods. These new formulations also show that RA and PLS regression are the two end points of a continuum approach that we propose to investigate. Moreover, it enjoys very interesting properties which highlight the rational o...

2016
Jing Fan Yaping Sui

To promote the adoption of PHR system, understanding the factors that affect patients’ adoption of PHR system is of necessity. Based on previous research, this paper tries to develop a model to explore those elements that influence the behavior intentions of patients from the perspective of consumers. It is assumed that individual features and environmental features affect individuals’ attitude...

2015
Silvia Schacht Stefan Morana Nils Urbach Alexander Maedche

Collaboration technologies are heavily used in organizations enabling employees to communicate, cooperate, and collaborate with each other. There exist much research investigating why different people are using different kinds of collaboration technologies, but some of the research results on technology acceptance are contradictious. A reason for these inconsistent results may be unobserved het...

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