Top-k Dominating Queries on Incomplete Data
The top-k dominating (TKD) query returns the k objects that dominate the maximum number
of objects in a given dataset. It combines the advantages of skyline and top-k queries, and …
of objects in a given dataset. It combines the advantages of skyline and top-k queries, and …
[PDF][PDF] Implementation with performance evaluation of decision tree classifier for uncertain data: Literature review
AAA Saed, AA Jaharadak - International Journal of Multidisciplinary …, 2022 - academia.edu
To extract meaningful and non-negligible facts from large amounts of data for the extraction
of patterns, anomalies, and correspondence information from large databases, data mining …
of patterns, anomalies, and correspondence information from large databases, data mining …
Top-k Dominating Queries on Skyline Groups
The top-k dominating (TKD) query on skyline groups returns k skyline groups that dominate
the maximum number of points in a given data set. The TKD query combines the advantages …
the maximum number of points in a given data set. The TKD query combines the advantages …
Trustworthy answers for top-k queries on uncertain big data in decision making
Effectively extracting reliable and trustworthy information from Big Data has become crucial
for large business enterprises. Obtaining useful knowledge to enable better decisions to be …
for large business enterprises. Obtaining useful knowledge to enable better decisions to be …
Weighted top-k dominating queries on highly incomplete data
Top-k dominating (TKD) query retrieves the top k items that dominate other objects in the
dataset. This is a key decision-making tool for any organization since it allows data analysts …
dataset. This is a key decision-making tool for any organization since it allows data analysts …
Space filling approach for distributed processing of top-k dominating queries
A top-k dominating query returns k data objects that dominate the highest number of data
objects in a given dataset. This query provides us with a set of intuitively preferred data, thus …
objects in a given dataset. This query provides us with a set of intuitively preferred data, thus …
Indexed top-k dominating queries on highly incomplete data
Top-k dominating (TKD) query returns the top-k data items in a dataset that dominate other
objects. This is an important decision-making tool for any business organizations because it …
objects. This is an important decision-making tool for any business organizations because it …
Efficient processing of top k group skyline queries
For a given multi-dimensional data set, a group skyline query returns the optimal groups not
dominated by any other group of equal size. The group skyline query is a powerful tool in …
dominated by any other group of equal size. The group skyline query is a powerful tool in …
Balanced dominating Top-k queries over uncertain data
W Li, P Li - Proceedings of the 2020 5th international conference …, 2020 - dl.acm.org
Uncertainty of data is inherent in many important applications. Effectively extracting valuable
information to enable better decisions is important but not a trivial task over uncertain data …
information to enable better decisions is important but not a trivial task over uncertain data …
Space-Efficient Indexes for Uncertain Strings
Strings in the real world are often encoded with some level of uncertainty. In the character-
level uncertainty model, an uncertain string $ X $ of length $ n $ on an alphabet $\Sigma $ is …
level uncertainty model, an uncertain string $ X $ of length $ n $ on an alphabet $\Sigma $ is …