Statistical Data Fusion

نویسندگان

چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Cool Fusion Statistical Modelling for Data Fusion

ABSTRACT The consequences of the use of probability in modelling under uncertainty are explored, and it is shown how data and parameter independence and likelihood modularity emerge as desirable properties for statistical models. They lead directly to multi-object models which themselves create the association problem. The expectation-maximisation (EM) technique is introduced and then applied t...

متن کامل

A statistical framework for genomic data fusion

MOTIVATION During the past decade, the new focus on genomics has highlighted a particular challenge: to integrate the different views of the genome that are provided by various types of experimental data. RESULTS This paper describes a computational framework for integrating and drawing inferences from a collection of genome-wide measurements. Each dataset is represented via a kernel function...

متن کامل

A Statistical Data Fusion Technique in Virtual Data Integration Environment

Data fusion in the virtual data integration environment starts after detecting and clustering duplicated records from the different integrated data sources. It refers to the process of selecting or fusing attribute values from the clustered duplicates into a single record representing the real world object. In this paper, a statistical technique for data fusion is introduced based on some proba...

متن کامل

Package 'statmatch' Title Statistical Matching Statmatch-package Statistical Matching or Data Fusion Statistical Matching of Data from Complex Sample Surveys

February 19, 2015 Type Package Title Statistical Matching Version 1.2.3 Date 2015-01-28 Author Marcello D'Orazio Maintainer Marcello D'Orazio Depends R (>= 2.7.0), proxy, clue, survey, RANN, lpSolve Suggests MASS, Hmisc Description Integration of two data sources referred to the same target population which share a number of common variables (aka data fusion). Some functions...

متن کامل

Statistical Audio-Visual Data Fusion for Video Scene

Automatic video segmentation into semantic units is important in order to organize an effective content-based access to long video. In this work, we focus on the problem of video segmentation into narrative units called scenes—aggregates of shots unified by a common dramatic event or locale. In this work, we derive a statistical video scene segmentation approach that detects scenes boundaries i...

متن کامل

ذخیره 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: Journal of the American Statistical Association

سال: 2019

ISSN: 0162-1459,1537-274X

DOI: 10.1080/01621459.2019.1662245