[PDF] Top 20 The effect of data cleaning on record linkage quality
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The effect of data cleaning on record linkage quality
... of record linkage this is not the ...other linkage quality metrics. The key reason why cleaning failed to improve quality was the reduced variability of each ...Other data ... See full document
10
Efficient and Effective Duplicate Detection Evaluating Multiple Data using Genetic Algorithm
... detection, data cleaning, data integration, record linkage, data deduplication, instance identification, database hardening, name matching, identity uncertainty, entity ... See full document
6
Data quality analysis and cleaning strategy for wireless sensor networks
... The quality of data in wireless sensor networks has a significant impact on decision support, and data cleaning is an effective way to improve data ...the data cleaning ... See full document
11
The Effect of Product Quality, Price and Promotion on the Purchase Decision of Telkomsel Service Products
... to record a net profit, but Telkomsel's financial performance decreased by ...Comparative data of cellular operator revenue for 2017 and 2018 can be seen in Figure 1 ... See full document
7
Detecting referral and selection bias by the anonymous linkage of practice, hospital and clinic data using Secure and Private Record Linkage (SAPREL): case study from the evaluation of the Improved Access to Psychological Therapy (IAPT) service
... clinic data, it is not possible to extract a patient ’ s records without their ...and linkage of data with only the data needed to make com- parisons extracted; and the privacy of the patient ... See full document
13
Preparation of name and address data for record linkage using hidden Markov models
... To assess the accuracy of name standardisation, a subset of 10,000 records with non-empty name components was selected from the MDC data set (approximately a one per cent sample). This sample was split into ten ... See full document
16
Validation of de-identified record linkage to ascertain hospital admissions in a cohort study
... accurate linkage for health-related datasets, they may be subject to data entry ...of data entry error in our ...hospital record number found 82- 85% accuracy, assessed by medical ... See full document
8
Efficient protocols for private record linkage
... created a modified duplicate. Each record from the original database is copied to the duplicate database with 1, 2 or 3 modifications. The modifications simulate errors such as typos, insertion, deletion, or ... See full document
7
Comparison of Online Record Linkage Techniques
... Record linkage is the process of quickly and accurately identifying records that belongs to the same entity across a number of heterogeneous ...duplicate record detection[3], data ... See full document
5
An efficient Privacy-Preserving Record Linkage Technique for Administrative Data and Censuses
... a linkage using Multibit Trees depends on the similarity threshold ...any record linkage ...The effect of variations of the threshold t will be illustrated with a ... See full document
9
Secure and scalable deduplication of horizontally partitioned health data for privacy-preserving distributed statistical computation
... as record linkage) is the process of linking records at the same or different data custodians that refer to the same ...to record link- age, the final goal of deduplication is to remove ... See full document
19
Accuracy of death certification and hospital record linkage for identification of incident stroke
... of record linkage methods for identifying strokes, that is, what proportion of true strokes occurring in the popu- lation were not identified using death certificate data and hospital record ... See full document
6
A Survey on Various Indexing Technique for Record Linkage
... The cleaning and standardization of a data set using is currently done separately from a linkage or de-duplication ...A data set can be cleaned and standardized and is written into a new ... See full document
5
Are routinely collected NHS administrative records suitable for endpoint identification in clinical trials? Evidence from the West of Scotland coronary prevention study
... of record linkage than study events (19% of first study myocardial infarctions (MI) and 4% of first record linkage MIs not matched as ...were record linkage data recording ... See full document
6
The Effect of Adherence to Treatment Intervention On the Quality of Life of Schizophrenia Patients
... the quality of ...the quality of life ...the quality of life. Regarding the symptom and side effect dimensions, including sleeping problems, vision blurriness, xerostomia and motor problems, ... See full document
6
Electrospinning of Polyamide Fiber containing Nano TiO2 and the Effect of Heat, Setting on Self-cleaning
... sample. The XRD spectra of the nano TiO 2 is show in Figure4. Two peaks of anatase & rutile observed for P25. Quantification analysis shows that the average percentage of anatase & rutile is 84% and 16 ... See full document
5
Toward a Marker-Dense Meiotic Map of the Potato Genome: Lessons From Linkage Group I
... DNA methylation and singleton frequency: For many years PstI has been used to isolate single- and low-copy genomic clones to use as probes for RFLP analysis (Burr et al. 1988) and we considered that a similar approach ... See full document
10
ETL based Cleaning on Database
... Data quality problems are present in single database, when multiple data sources are combined then the need for data cleaning becomes very important.. Data quality means that the data sh[r] ... See full document
7
Effect of self-heating on the processing quality of rapeseed
... In our study, we showed a change in the contents (gene- rally a decrease) of individual homologues of tocopherols or phenolic compounds. In their study, Wilson et al. (1995) investigated the effect of fungal ... See full document
11
Effect of Peer Education On the Medication Adherence and The Quality of Life of Hypertensive Patients
... using Quality of Life and medication adherence Questionnaires, the patients with hypertension were ...the quality of life (SF-36) and the adherence to the drugs (MMAS-8) in the both groups were ... See full document
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