Dealing with uncertainty: A survey of theories and practices

Y Li, J Chen, L Feng - IEEE Transactions on Knowledge and …, 2012 - ieeexplore.ieee.org
Uncertainty accompanies our life processes and covers almost all fields of scientific studies.
Two general categories of uncertainty, namely, aleatory uncertainty and epistemic …

A survey of queries over uncertain data

Y Wang, X Li, X Li, Y Wang - Knowledge and information systems, 2013 - Springer
Uncertain data have already widely existed in many practical applications recently, such as
sensor networks, RFID networks, location-based services, and mobile object management …

Semantics of ranking queries for probabilistic data and expected ranks

G Cormode, F Li, K Yi - 2009 IEEE 25th International …, 2009 - ieeexplore.ieee.org
When dealing with massive quantities of data, top-k queries are a powerful technique for
returning only the k most relevant tuples for inspection, based on a scoring function. The …

A unified approach to ranking in probabilistic databases

J Li, B Saha, A Deshpande - arXiv preprint arXiv:0904.1366, 2009 - arxiv.org
The dramatic growth in the number of application domains that naturally generate
probabilistic, uncertain data has resulted in a need for efficiently supporting complex …

[图书][B] Preference-based spatial co-location pattern mining

L Wang, Y Fang, L Zhou - 2022 - Springer
The development of information technology has enabled many different technologies to
collect large amounts of spatial data every day. It is of very great significance to discover …

Probabilistic reverse nearest neighbor queries on uncertain data

MA Cheema, X Lin, W Wang… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
Uncertain data are inherent in various important applications and reverse nearest neighbor
(RNN) query is an important query type for many applications. While many different types of …

Computing all skyline probabilities for uncertain data

MJ Atallah, Y Qi - Proceedings of the twenty-eighth ACM SIGMOD …, 2009 - dl.acm.org
Skyline computation is widely used in multi-criteria decision making. As research in
uncertain databases draws increasing attention, skyline queries with uncertain data have …

Querying uncertain spatio-temporal data

T Emrich, HP Kriegel, N Mamoulis… - 2012 IEEE 28th …, 2012 - ieeexplore.ieee.org
The problem of modeling and managing uncertain data has received a great deal of interest,
due to its manifold applications in spatial, temporal, multimedia and sensor databases …

Probabilistic threshold k nearest neighbor queries over moving objects in symbolic indoor space

B Yang, H Lu, CS Jensen - … of the 13th international conference on …, 2010 - dl.acm.org
The availability of indoor positioning renders it possible to deploy location-based services in
indoor spaces. Many such services will benefit from the efficient support for k nearest …

Nearest-neighbor searching under uncertainty II

PK Agarwal, B Aronov, S Har-Peled… - ACM Transactions on …, 2016 - dl.acm.org
Nearest-neighbor search, which returns the nearest neighbor of a query point in a set of
points, is an important and widely studied problem in many fields, and it has a wide range of …