Top-k Dominating Queries on Incomplete Data

X Miao, Y Gao, B Zheng, G Chen… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
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 …

[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 …

Top-k Dominating Queries on Skyline Groups

H Zhu, X Li, Q Liu, Z Xu - IEEE Transactions on Knowledge and …, 2019 - ieeexplore.ieee.org
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 …

Trustworthy answers for top-k queries on uncertain big data in decision making

HTH Nguyen, J Cao - Information Sciences, 2015 - Elsevier
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 …

Weighted top-k dominating queries on highly incomplete data

HMA Fattah, KMA Hasan, T Tsuji - Information Systems, 2022 - Elsevier
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 …

Space filling approach for distributed processing of top-k dominating queries

D Amagata, T Hara, M Onizuka - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
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 …

Indexed top-k dominating queries on highly incomplete data

HM Abdul Fattah, KM Azharul Hasan, T Tsuji - Proceedings of the …, 2022 - Springer
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 …

Efficient processing of top k group skyline queries

Z Yang, X Zhou, K Li, G **ao, Y Gao, K Li - Knowledge-Based Systems, 2019 - Elsevier
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 …

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 …

Space-Efficient Indexes for Uncertain Strings

E Gabory, C Liu, G Loukides, SP Pissis… - arxiv preprint arxiv …, 2024 - arxiv.org
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 …