عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
NATIONAL BIBLIOGRAPHY NUMBER
Number
TL49956
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Automatic Discovery of Latent Clusters in General Regression Models
General Material Designation
[Thesis]
First Statement of Responsibility
Minhazul Islam S. K.
Subsequent Statement of Responsibility
Banerjee, Arunava
.PUBLICATION, DISTRIBUTION, ETC
Name of Publisher, Distributor, etc.
University of Florida
Date of Publication, Distribution, etc.
2017
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
108
NOTES PERTAINING TO PUBLICATION, DISTRIBUTION, ETC.
Text of Note
Place of publication: United States, Ann Arbor; ISBN=978-0-438-12217-8
DISSERTATION (THESIS) NOTE
Dissertation or thesis details and type of degree
Ph.D.
Body granting the degree
University of Florida
Text preceding or following the note
2017
SUMMARY OR ABSTRACT
Text of Note
We present a flexible nonparametric Bayesian framework for automatic detection of local clusters in general regression models. The models are built using techniques that are now considered standard in statistical parameter estimation literature, namely Dirichlet Process (DP), Hierarchical Dirichlet Process (HDP), Generalized Linear Model (GLM) and Hierarchical Generalized Linear Model (HGLM). These Bayesian nonparametric techniques have been widely applied to solve clustering problems in the real world.
TOPICAL NAME USED AS SUBJECT
Computer science
UNCONTROLLED SUBJECT TERMS
Subject Term
Applied sciences;Latent clusters;Regression models
PERSONAL NAME - PRIMARY RESPONSIBILITY
Bas, Ozen
PERSONAL NAME - SECONDARY RESPONSIBILITY
Banerjee, Arunava
CORPORATE BODY NAME - SECONDARY RESPONSIBILITY
University of Florida
LOCATION AND CALL NUMBER
Call Number
2068012148; 10902849
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب p
[Thesis]
276903
a
Y
