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Openk data cleansing system a clustering based approach for detecting data anomalies

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Nội dung chi tiết: Openk data cleansing system a clustering based approach for detecting data anomalies

Openk data cleansing system a clustering based approach for detecting data anomalies

VIETNAM NATIONAL UNIVERSITY HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY FACULTY OF COMPUTER SCIENCE AND ENGINEERINGGRADUATION THESISOPEN*: DATA CLEANSIN

Openk data cleansing system a clustering based approach for detecting data anomalies NG SYSTEM - A CLUSTERING-BASED APPROACH FOR DETECTING DATA ANOMALIESCouncil: Information SystemInstructor: Assoc. Prof. Dr. Dang Tran KhanhReviewer: D

r. Phan Trong NhanStudent: Nguyen Dinh Khuong - 1752306Ho Chi Minh City, August 2021KH0A:KH & KT Máy tinli KHMTtrinhNGÀNH: COMPUTER SCIENCEMSSV: 17523 Openk data cleansing system a clustering based approach for detecting data anomalies

06KHM21.OPEN* : DATA CLEANSING SYSTEM CLUSTF.RTNG-BASED APPROACH FOR DETECTING DA I A ANOMALIESI -earn requirements, analysis, design and implementati

Openk data cleansing system a clustering based approach for detecting data anomalies

on of data cleansing system running on web app platform. Research and apply Edit-based similarin.' algorithms, using knowledge and methodologies from

VIETNAM NATIONAL UNIVERSITY HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY FACULTY OF COMPUTER SCIENCE AND ENGINEERINGGRADUATION THESISOPEN*: DATA CLEANSIN

Openk data cleansing system a clustering based approach for detecting data anomalies ng and clustering cluster of anomalies data, which will be ready for the next steps.-Reading scientific papers and proposing a solution to prevent inc

onsistent and duplicate data based on clustering methods.Researching different related works - others data cleansing systems such as GoogleReiine. Big Openk data cleansing system a clustering based approach for detecting data anomalies

Dansing, NADEEF. ... thereby making reasonable assessments and comparisons for the advantages and disadvantages of the current system. .After that, de

Openk data cleansing system a clustering based approach for detecting data anomalies

veloping further functions performance and system optimization.Apply K-NN methods (LD, Damerau LD. Hamming). Similarity (Jaro. Jaro-Winkler) methods a

VIETNAM NATIONAL UNIVERSITY HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY FACULTY OF COMPUTER SCIENCE AND ENGINEERINGGRADUATION THESISOPEN*: DATA CLEANSIN

Openk data cleansing system a clustering based approach for detecting data anomalies ƯỞNG ĐẠI HỌC BÁCH KHOACỘNG HÒA XẢ HỘI CHỦ NGHĨA VIỆT NAMKHOA Klì & KT MẤY TÍNHDộc Lập - Tự do - Hạnh phúc.Vgậr 10 tháng 08 năm 202ỉPHIÉL CHẤM BÁO VỆ L

VTN(Dành cho người hướng dẫn)1.Họ và len SV: Nguyền Dinh KhươngMSSV: 1752306Ngành (chuyên ngành): Khoa học máy lính2.Để tài: OPENK: DATA CLEANSING SYS Openk data cleansing system a clustering based approach for detecting data anomalies

TEM A CLUSTERING-RASED APPROACH FORDETECTING DATA ANOMALIES3.Họ lẽn người hướng dần: PGS.TS. Dậng Trần Khánh4.Tổng quát vê bản thuyết minh:So (rang:só

Openk data cleansing system a clustering based approach for detecting data anomalies

chương:

VIETNAM NATIONAL UNIVERSITY HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY FACULTY OF COMPUTER SCIENCE AND ENGINEERINGGRADUATION THESISOPEN*: DATA CLEANSIN

VIETNAM NATIONAL UNIVERSITY HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY FACULTY OF COMPUTER SCIENCE AND ENGINEERINGGRADUATION THESISOPEN*: DATA CLEANSIN

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