منابع مشابه
Interval linear regression
In this paper, we have studied the analysis an interval linear regression model for fuzzy data. In section one, we have introduced the concepts required in this thesis and then we illustrated linear regression fuzzy sets and some primary definitions. In section two, we have introduced various methods of interval linear regression analysis. In section three, we have implemented nu...
متن کاملHolistic Human Pose Estimation with Regression Forests
In this work, we address the problem of human pose estimation in still images by proposing a holistic model for learning the appearance of the human body from image patches. These patches, which are randomly chosen, are used for extracting features and training a regression forest. During training, a mapping between image features and human poses, defined by joint offsets, is learned; while dur...
متن کاملHolistic Regression Testing for High-Quality MT
We review the techniques and tools used for regression testing, the primary quality assurance measure, in a multi-site research project working towards a high-quality Norwegian –English MT demonstrator. A combination of hand-constructed test suites, domain-specific corpora, specialized software tools, and somewhat rigid release procedures is used for semi-automated diagnostic and regression eva...
متن کاملSome Modifications to Calculate Regression Coefficients in Multiple Linear Regression
In a multiple linear regression model, there are instances where one has to update the regression parameters. In such models as new data become available, by adding one row to the design matrix, the least-squares estimates for the parameters must be updated to reflect the impact of the new data. We will modify two existing methods of calculating regression coefficients in multiple linear regres...
متن کاملScalable Distribution-to-Distribution Regression
In this thesis I present a scalable approach to distribution-to-distribution regression on large, multi-dimensional datasets. The basic algorithm is demonstrated on 1-dimensional toy data, then modified for efficiency and scalability. Key enhancements include parallel computation of non-parametric estimators and the use of a ball tree to support efficient nearest-neighbor search in high dimensi...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Operations Research Letters
سال: 2020
ISSN: 0167-6377
DOI: 10.1016/j.orl.2020.02.008