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[PDF][PDF] CRUDAW: A novel fuzzy technique for clustering records following user defined attribute weights
We present a novel fuzzy clustering technique called CRUDAW that allows a data miner to
assign weights on the attributes of a data set based on their importance (to the data miner) …
assign weights on the attributes of a data set based on their importance (to the data miner) …
Automatic selection of high quality initial seeds for generating high quality clusters without requiring any user inputs
MA Rahman - 2014 - researchoutput.csu.edu.au
Clustering is an important data mining task which is a process of grou** similar records
into one cluster and dissimilar records into different clusters. It is used in various fields for …
into one cluster and dissimilar records into different clusters. It is used in various fields for …
Quantifying privacy: A novel entropy-based measure of disclosure risk
M Alfalayleh, L Brankovic - … Workshop, IWOCA 2014, Duluth, MN, USA …, 2015 - Springer
It is well recognised that data mining and statistical analysis pose a serious treat to privacy.
This is true for financial, medical, criminal and marketing research. Numerous techniques …
This is true for financial, medical, criminal and marketing research. Numerous techniques …
Genetic Algorithm based Clustering Techniques and Tree based Validation in Producing and Evaluating Sensible Clusters
AH Beg - 2017 - researchoutput.csu.edu.au
Clustering is an important technique in the area of data mining, which aims to group similar
records in one cluster and dissimilar records in different clusters. Clustering is used in …
records in one cluster and dissimilar records in different clusters. Clustering is used in …
Data Cleansing for Data Quality Improvement in Data Mining
MG Rahman - 2015 - researchoutput.csu.edu.au
Good quality data are essential in data mining. Main tasks of data cleansing include missing
value imputation and noisy value detection. We propose missing value imputation …
value imputation and noisy value detection. We propose missing value imputation …
[PDF][PDF] Forensic use of DNA information: human rights, privacy and other challenges
K Parven - 2012 - ro.uow.edu.au
Science and technology has developed considerably and discovered lots of new ideas for
the benefit of humankind. The advancement of DNA technology has contributed significantly …
the benefit of humankind. The advancement of DNA technology has contributed significantly …