Data Cleaning and Analysis

Eye Tracking in Second Language Acquisition and Bilingualism ◽

10.4324/9781315775616-8 ◽

2019 ◽

pp. 251-310

Author(s):

Aline Godfroid

Keyword(s):

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Mitigating Inconsistencies by Coupling Data Cleaning, Filtering, and Contextual Data Validation in Wireless Sensor Networks

10.25148/etd.fi09082408 ◽

2009 ◽

Author(s):

Qutub A Bakhtiar

Keyword(s):

Wireless Sensor Networks ◽

Sensor Networks ◽

Data Cleaning ◽

Wireless Sensor ◽

Data Validation ◽

Contextual Data

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Efficient RFID Data Cleaning Model Based on Dynamic Clusters of Monitored Objects

Journal of Software ◽

10.3724/sp.j.1001.2010.03565 ◽

2010 ◽

Vol 21 (4) ◽

pp. 632-643 ◽

Author(s):

Yu GU ◽

Ge YU ◽

Xiao-Long HU ◽

Yi WANG

Keyword(s):

Data Cleaning ◽

Model Based ◽

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A Combined Algorithm for Data Cleaning of Wind Power Scatter Diagram Considering Actual Engineering Characteristics

Journal of Physics Conference Series ◽

10.1088/1742-6596/1639/1/012044 ◽

2020 ◽

Vol 1639 ◽

pp. 012044

Author(s):

JiaHui Wu ◽

ZhenGuo Shao ◽

ShaoHua Yang

Keyword(s):

Data Cleaning ◽

Scatter Diagram ◽

Engineering Characteristics ◽

Combined Algorithm

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Development and user experiences of an open source data cleaning, deduplication and record linkage system

ACM SIGKDD Explorations Newsletter ◽

10.1145/1656274.1656282 ◽

2009 ◽

Vol 11 (1) ◽

pp. 39-48 ◽

Author(s):

Peter Christen

Keyword(s):

Open Source ◽

Record Linkage ◽

Data Cleaning ◽

User Experiences ◽

Open Source Data ◽

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Data Cleaning of Irrelevant Images Based on Transfer Learning

2020 International Conference on Intelligent Computing, Automation and Systems (ICICAS) ◽

10.1109/icicas51530.2020.00099 ◽

2020 ◽

Author(s):

Dongzhen Liu ◽

Yanli Meng ◽

Lianming Wang

Keyword(s):

Transfer Learning ◽

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FAIXID: A Framework for Enhancing AI Explainability of Intrusion Detection Results Using Data Cleaning Techniques

Journal of Network and Systems Management ◽

10.1007/s10922-021-09606-8 ◽

2021 ◽

Vol 29 (4) ◽

Author(s):

Hong Liu ◽

Chen Zhong ◽

Awny Alnusair ◽

Sheikh Rabiul Islam

Keyword(s):

Intrusion Detection ◽

Data Cleaning ◽

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The research of outlier data cleaning based on accelerating method

2010 2nd IEEE International Conference on Information Management and Engineering ◽

10.1109/icime.2010.5477757 ◽

2010 ◽

Author(s):

Wang Heyong ◽

Li Mingjian ◽

Chen Bingchuan

Keyword(s):

Data Cleaning ◽

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An extensible Framework for Data Cleaning

Proceedings of 16th International Conference on Data Engineering (Cat. No.00CB37073) ◽

10.1109/icde.2000.839429 ◽

2005 ◽

Author(s):

H. Galhard ◽

D. Florescu ◽

D. Shasha ◽

E. Simon

Keyword(s):

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Study on a prediction of P2P network loan default based on the machine learning LightGBM and XGboost algorithms according to different high dimensional data cleaning

Electronic Commerce Research and Applications ◽

10.1016/j.elerap.2018.08.002 ◽

2018 ◽

Vol 31 ◽

pp. 24-39 ◽

Author(s):

Xiaojun Ma ◽

Jinglan Sha ◽

Dehua Wang ◽

Yuanbo Yu ◽

Qian Yang ◽

...

Keyword(s):

Machine Learning ◽

Data Cleaning ◽

High Dimensional Data ◽

P2p Network ◽

High Dimensional ◽

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Data Mining for ERW Welded Tube Scheduling Rules Based on Decision Tree

Advanced Materials Research ◽

10.4028/www.scientific.net/amr.403-408.1804 ◽

2011 ◽

Vol 403-408 ◽

pp. 1804-1807

Author(s):

Ning Zhao ◽

Shao Hua Dong ◽

Qing Tian

Keyword(s):

Data Mining ◽

Decision Tree ◽

Arc Welding ◽

Data Cleaning ◽

Data Extraction ◽

Electric Arc ◽

Welded Tube ◽

Electric Arc Welding ◽

Decision Tree Method ◽

In order to optimize electric- arc welding （ERW） welded tube scheduling , the paper introduces data cleaning, data extraction and transformation in detail and defines the datasets of sample attribute, which is based on analysis of production process of ERW welded tube. Furthermore, Decision-Tree method is adopted to achieve data mining and summarize scheduling rules which are validated by an example.

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